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ORCIDBibTeX records: Yaochu Jin
@article{DBLP:journals/asc/ZhangLJLWJ24,
author = {Mengxuan Zhang and
Long Liu and
Yaochu Jin and
Zhikun Lei and
Zhigang Wang and
Licheng Jiao},
title = {Tree-shaped multiobjective evolutionary {CNN} for hyperspectral image
classification},
journal = {Appl. Soft Comput.},
volume = {152},
pages = {111176},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2023.111176},
doi = {10.1016/J.ASOC.2023.111176},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/ZhangLJLWJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/LiSLSJ24,
author = {Fei Li and
Zhengkun Shang and
Yuanchao Liu and
Hao Shen and
Yaochu Jin},
title = {Inverse distance weighting and radial basis function based surrogate
model for high-dimensional expensive multi-objective optimization},
journal = {Appl. Soft Comput.},
volume = {152},
pages = {111194},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2023.111194},
doi = {10.1016/J.ASOC.2023.111194},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/LiSLSJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/QiuQWTJ24,
author = {Xihe Qiu and
Jiahui Qian and
Haoyu Wang and
Xiaoyu Tan and
Yaochu Jin},
title = {An attentive Copula-based spatio-temporal graph model for multivariate
time-series forecasting},
journal = {Appl. Soft Comput.},
volume = {154},
pages = {111324},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2024.111324},
doi = {10.1016/J.ASOC.2024.111324},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/QiuQWTJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/Jin24,
author = {Yaochu Jin},
title = {CIS-ing in an Uncertain World [President's Message]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {19},
number = {1},
pages = {4--5},
year = {2024},
url = {https://doi.org/10.1109/MCI.2023.3332465},
doi = {10.1109/MCI.2023.3332465},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/Jin24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/Jin24a,
author = {Yaochu Jin},
title = {Don't Play Games, Optimize [President's Message]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {19},
number = {2},
pages = {3--4},
year = {2024},
url = {https://doi.org/10.1109/MCI.2024.3365231},
doi = {10.1109/MCI.2024.3365231},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/Jin24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/Jin24b,
author = {Yaochu Jin},
title = {Newly Elected {CIS} Administrative Committee Members [Society Briefs]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {19},
number = {2},
pages = {5--7},
year = {2024},
url = {https://doi.org/10.1109/MCI.2024.3365232},
doi = {10.1109/MCI.2024.3365232},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/Jin24b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/Jin24c,
author = {Yaochu Jin},
title = {Time Flies [President's Message]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {19},
number = {3},
pages = {3--4},
year = {2024},
url = {https://doi.org/10.1109/MCI.2024.3402769},
doi = {10.1109/MCI.2024.3402769},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/Jin24c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/LiMYXZJ24,
author = {Nan Li and
Lianbo Ma and
Guo Yu and
Bing Xue and
Mengjie Zhang and
Yaochu Jin},
title = {Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications,
and Open Issues},
journal = {{ACM} Comput. Surv.},
volume = {56},
number = {2},
pages = {41:1--41:34},
year = {2024},
url = {https://doi.org/10.1145/3603704},
doi = {10.1145/3603704},
timestamp = {Mon, 13 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/LiMYXZJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/XieHWLZZJ24,
author = {Guoyang Xie and
Yawen Huang and
Jin{-}Bao Wang and
Jiayi Lyu and
Feng Zheng and
Yefeng Zheng and
Yaochu Jin},
title = {Cross-modality Neuroimage Synthesis: {A} Survey},
journal = {{ACM} Comput. Surv.},
volume = {56},
number = {3},
pages = {80:1--80:28},
year = {2024},
url = {https://doi.org/10.1145/3625227},
doi = {10.1145/3625227},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/XieHWLZZJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieeejas/MingGJ24,
author = {Fei Ming and
Wenyin Gong and
Yaochu Jin},
title = {Even Search in a Promising Region for Constrained Multi-Objective
Optimization},
journal = {{IEEE} {CAA} J. Autom. Sinica},
volume = {11},
number = {2},
pages = {474--486},
year = {2024},
url = {https://doi.org/10.1109/JAS.2023.123792},
doi = {10.1109/JAS.2023.123792},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ieeejas/MingGJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijautcomp/LiuXWLWZJ24,
author = {Jiaqi Liu and
Guoyang Xie and
Jin{-}Bao Wang and
Shangnian Li and
Chengjie Wang and
Feng Zheng and
Yaochu Jin},
title = {Deep Industrial Image Anomaly Detection: {A} Survey},
journal = {Mach. Intell. Res.},
volume = {21},
number = {1},
pages = {104--135},
year = {2024},
url = {https://doi.org/10.1007/s11633-023-1459-z},
doi = {10.1007/S11633-023-1459-Z},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijautcomp/LiuXWLWZJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangWTJ24,
author = {Zhaoxin Wang and
Handing Wang and
Cong Tian and
Yaochu Jin},
title = {Efficient adversarial training with multi-fidelity optimization for
robust neural network},
journal = {Neurocomputing},
volume = {585},
pages = {127627},
year = {2024},
url = {https://doi.org/10.1016/j.neucom.2024.127627},
doi = {10.1016/J.NEUCOM.2024.127627},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/WangWTJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HaoJYWYG24,
author = {Zhifeng Hao and
Yaochu Jin and
Xueming Yan and
Chuyue Wang and
Shangshang Yang and
Hong Ge},
title = {Cross-modal hashing retrieval with compatible triplet representation},
journal = {Neurocomputing},
volume = {602},
pages = {128293},
year = {2024},
url = {https://doi.org/10.1016/j.neucom.2024.128293},
doi = {10.1016/J.NEUCOM.2024.128293},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HaoJYWYG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuYJ24,
author = {Qiqi Liu and
Yuping Yan and
Yaochu Jin},
title = {Privacy-preserving federated Bayesian optimization with learnable
noise},
journal = {Inf. Sci.},
volume = {653},
pages = {119739},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2023.119739},
doi = {10.1016/J.INS.2023.119739},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LiuYJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/YanZJKXH24,
author = {Xueming Yan and
Guo Zhong and
Yaochu Jin and
Xiaohua Ke and
Fenfang Xie and
Guoheng Huang},
title = {Binary spectral clustering for multi-view data},
journal = {Inf. Sci.},
volume = {677},
pages = {120899},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2024.120899},
doi = {10.1016/J.INS.2024.120899},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/YanZJKXH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuWJ24,
author = {Qiqi Liu and
Leming Wu and
Yaochu Jin},
title = {Federated Bayesian optimization via compressed sensing},
journal = {Inf. Sci.},
volume = {681},
pages = {121148},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2024.121148},
doi = {10.1016/J.INS.2024.121148},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiuWJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/WuJYH24,
author = {Leming Wu and
Yaochu Jin and
Yuping Yan and
Kuangrong Hao},
title = {FL-OTCSEnc: Towards secure federated learning with deep compressed
sensing},
journal = {Knowl. Based Syst.},
volume = {291},
pages = {111534},
year = {2024},
url = {https://doi.org/10.1016/j.knosys.2024.111534},
doi = {10.1016/J.KNOSYS.2024.111534},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/WuJYH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiuYJ24,
author = {Shiqing Liu and
Xueming Yan and
Yaochu Jin},
title = {An edge-aware graph autoencoder trained on scale-imbalanced data for
traveling salesman problems},
journal = {Knowl. Based Syst.},
volume = {291},
pages = {111559},
year = {2024},
url = {https://doi.org/10.1016/j.knosys.2024.111559},
doi = {10.1016/J.KNOSYS.2024.111559},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LiuYJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/LeiXNLMJN24,
author = {Tao Lei and
Yetong Xu and
Hailong Ning and
Zhiyong Lv and
Chongdan Min and
Yaochu Jin and
Asoke K. Nandi},
title = {Lightweight Structure-Aware Transformer Network for Remote Sensing
Image Change Detection},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {21},
pages = {1--5},
year = {2024},
url = {https://doi.org/10.1109/LGRS.2023.3323534},
doi = {10.1109/LGRS.2023.3323534},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/LeiXNLMJN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/MingGJ24,
author = {Fei Ming and
Wenyin Gong and
Yaochu Jin},
title = {Growing Neural Gas Network-based surrogate-assisted Pareto set learning
for multimodal multi-objective optimization},
journal = {Swarm Evol. Comput.},
volume = {87},
pages = {101541},
year = {2024},
url = {https://doi.org/10.1016/j.swevo.2024.101541},
doi = {10.1016/J.SWEVO.2024.101541},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/swevo/MingGJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/PangZJWLS24,
author = {Yong Pang and
Shuai Zhang and
Yaochu Jin and
Yitang Wang and
Xiaonan Lai and
Xueguan Song},
title = {Surrogate information transfer and fusion in high-dimensional expensive
optimization problems},
journal = {Swarm Evol. Comput.},
volume = {88},
pages = {101586},
year = {2024},
url = {https://doi.org/10.1016/j.swevo.2024.101586},
doi = {10.1016/J.SWEVO.2024.101586},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/swevo/PangZJWLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/XieWLLLWZJ24,
author = {Guoyang Xie and
Jinbao Wang and
Jiaqi Liu and
Jiayi Lyu and
Yong Liu and
Chengjie Wang and
Feng Zheng and
Yaochu Jin},
title = {{IM-IAD:} Industrial Image Anomaly Detection Benchmark in Manufacturing},
journal = {{IEEE} Trans. Cybern.},
volume = {54},
number = {5},
pages = {2720--2733},
year = {2024},
url = {https://doi.org/10.1109/TCYB.2024.3357213},
doi = {10.1109/TCYB.2024.3357213},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/XieWLLLWZJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/JiangCTZJ24,
author = {Hao Jiang and
Kang Chou and
Ye Tian and
Xingyi Zhang and
Yaochu Jin},
title = {Efficient Surrogate Modeling Method for Evolutionary Algorithm to
Solve Bilevel Optimization Problems},
journal = {{IEEE} Trans. Cybern.},
volume = {54},
number = {7},
pages = {4335--4347},
year = {2024},
url = {https://doi.org/10.1109/TCYB.2023.3309598},
doi = {10.1109/TCYB.2023.3309598},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/JiangCTZJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/SongLWGYJ24,
author = {Wei Song and
Shaocong Liu and
Xinjie Wang and
Yinan Guo and
Shengxiang Yang and
Yaochu Jin},
title = {Learning to Guide Particle Search for Dynamic Multiobjective Optimization},
journal = {{IEEE} Trans. Cybern.},
volume = {54},
number = {9},
pages = {5529--5542},
year = {2024},
url = {https://doi.org/10.1109/TCYB.2024.3364375},
doi = {10.1109/TCYB.2024.3364375},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/SongLWGYJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/HeCLTJ24,
author = {Cheng He and
Ran Cheng and
Lianghao Li and
Kay Chen Tan and
Yaochu Jin},
title = {Large-Scale Multiobjective Optimization via Reformulated Decision
Variable Analysis},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {28},
number = {1},
pages = {47--61},
year = {2024},
url = {https://doi.org/10.1109/TEVC.2022.3213006},
doi = {10.1109/TEVC.2022.3213006},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/HeCLTJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/LuCJTD24,
author = {Zhichao Lu and
Ran Cheng and
Yaochu Jin and
Kay Chen Tan and
Kalyanmoy Deb},
title = {Neural Architecture Search as Multiobjective Optimization Benchmarks:
Problem Formulation and Performance Assessment},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {28},
number = {2},
pages = {323--337},
year = {2024},
url = {https://doi.org/10.1109/TEVC.2022.3233364},
doi = {10.1109/TEVC.2022.3233364},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/LuCJTD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/HouSZOJGZ24,
author = {Yaqing Hou and
Mingyang Sun and
Yifeng Zeng and
Yew{-}Soon Ong and
Yaochu Jin and
Hongwei Ge and
Qiang Zhang},
title = {A Multiagent Cooperative Learning System With Evolution of Social
Roles},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {28},
number = {2},
pages = {531--543},
year = {2024},
url = {https://doi.org/10.1109/TEVC.2023.3268076},
doi = {10.1109/TEVC.2023.3268076},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/HouSZOJGZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/MaLYGCWHJ24,
author = {Lianbo Ma and
Nan Li and
Guo Yu and
Xiaoyu Geng and
Shi Cheng and
Xingwei Wang and
Min Huang and
Yaochu Jin},
title = {Pareto-Wise Ranking Classifier for Multiobjective Evolutionary Neural
Architecture Search},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {28},
number = {3},
pages = {570--581},
year = {2024},
url = {https://doi.org/10.1109/TEVC.2023.3314766},
doi = {10.1109/TEVC.2023.3314766},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/MaLYGCWHJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ZhuWJ24,
author = {Hangyu Zhu and
Xilu Wang and
Yaochu Jin},
title = {Federated Many-Task Bayesian Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {28},
number = {4},
pages = {980--993},
year = {2024},
url = {https://doi.org/10.1109/TEVC.2023.3279775},
doi = {10.1109/TEVC.2023.3279775},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/ZhuWJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/LiuLDYJ24,
author = {Yuanchao Liu and
Jianchang Liu and
Jinliang Ding and
Shangshang Yang and
Yaochu Jin},
title = {A Surrogate-Assisted Differential Evolution With Knowledge Transfer
for Expensive Incremental Optimization Problems},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {28},
number = {4},
pages = {1039--1053},
year = {2024},
url = {https://doi.org/10.1109/TEVC.2023.3291697},
doi = {10.1109/TEVC.2023.3291697},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/LiuLDYJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/LiuYLJ24,
author = {Qiqi Liu and
Yuping Yan and
P{\'{e}}ter Ligeti and
Yaochu Jin},
title = {A Secure Federated Data-Driven Evolutionary Multi-Objective Optimization
Algorithm},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {8},
number = {1},
pages = {191--205},
year = {2024},
url = {https://doi.org/10.1109/TETCI.2023.3313555},
doi = {10.1109/TETCI.2023.3313555},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tetci/LiuYLJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/YanHJCLH24,
author = {Xueming Yan and
Han Huang and
Yaochu Jin and
Liang Chen and
Zhanning Liang and
Zhifeng Hao},
title = {Neural Architecture Search via Multi-Hashing Embedding and Graph Tensor
Networks for Multilingual Text Classification},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {8},
number = {1},
pages = {350--363},
year = {2024},
url = {https://doi.org/10.1109/TETCI.2023.3301774},
doi = {10.1109/TETCI.2023.3301774},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/YanHJCLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/LiJC24,
author = {Huiting Li and
Yaochu Jin and
Tianyou Chai},
title = {Evolutionary Multi-Objective Bayesian Optimization Based on Multisource
Online Transfer Learning},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {8},
number = {1},
pages = {488--502},
year = {2024},
url = {https://doi.org/10.1109/TETCI.2023.3306351},
doi = {10.1109/TETCI.2023.3306351},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tetci/LiJC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/LiMZCHJ24,
author = {Hongbin Li and
Chaojun Ma and
Chuanji Zhang and
Qing Chen and
Cheng He and
Yaochu Jin},
title = {A Knowledge-Based Cooperative Co-Evolutionary Algorithm for Non-Contact
Voltage Measurement},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {8},
number = {2},
pages = {1142--1155},
year = {2024},
url = {https://doi.org/10.1109/TETCI.2023.3300526},
doi = {10.1109/TETCI.2023.3300526},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/LiMZCHJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/ZhangDYHDJ24,
author = {Wanting Zhang and
Wei Du and
Guo Yu and
Renchu He and
Wenli Du and
Yaochu Jin},
title = {Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale
Crude Oil Scheduling},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {8},
number = {2},
pages = {1567--1581},
year = {2024},
url = {https://doi.org/10.1109/TETCI.2024.3353590},
doi = {10.1109/TETCI.2024.3353590},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/ZhangDYHDJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/LuoDLZCTJ24,
author = {Jianping Luo and
YongFei Dong and
Qiqi Liu and
Zexuan Zhu and
Wenming Cao and
Kay Chen Tan and
Yaochu Jin},
title = {A New Multitask Joint Learning Framework for Expensive Multi-Objective
Optimization Problems},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {8},
number = {2},
pages = {1894--1909},
year = {2024},
url = {https://doi.org/10.1109/TETCI.2024.3359042},
doi = {10.1109/TETCI.2024.3359042},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/LuoDLZCTJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/WuCJDC24,
author = {Haofeng Wu and
Qingda Chen and
Yaochu Jin and
Jinliang Ding and
Tianyou Chai},
title = {A Surrogate-Assisted Expensive Constrained Multi-Objective Optimization
Algorithm Based on Adaptive Switching of Acquisition Functions},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {8},
number = {2},
pages = {2050--2064},
year = {2024},
url = {https://doi.org/10.1109/TETCI.2024.3359517},
doi = {10.1109/TETCI.2024.3359517},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/WuCJDC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/TanQXZQJ24,
author = {Xiaoyu Tan and
Chao Qu and
Junwu Xiong and
James Y. Zhang and
Xihe Qiu and
Yaochu Jin},
title = {Model-Based Off-Policy Deep Reinforcement Learning With Model-Embedding},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {8},
number = {4},
pages = {2974--2986},
year = {2024},
url = {https://doi.org/10.1109/TETCI.2024.3369636},
doi = {10.1109/TETCI.2024.3369636},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/TanQXZQJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/YangZJJ24,
author = {Zhen Yang and
Jie Zhang and
Yunliang Jiang and
Yaochu Jin},
title = {An Energy-Efficient Convolution-Based Partitioned Collaborative Perception
Algorithm for Large-Scale IoT Services},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {20},
number = {5},
pages = {7404--7413},
year = {2024},
url = {https://doi.org/10.1109/TII.2024.3353853},
doi = {10.1109/TII.2024.3353853},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/YangZJJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/YueJDFC24,
author = {Peng Yue and
Yaochu Jin and
Xuewu Dai and
Zhen{-}Hua Feng and
Dongliang Cui},
title = {Reinforcement Learning for Online Dispatching Policy in Real-Time
Train Timetable Rescheduling},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {25},
number = {1},
pages = {478--490},
year = {2024},
url = {https://doi.org/10.1109/TITS.2023.3305074},
doi = {10.1109/TITS.2023.3305074},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/YueJDFC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/YueJDFC24a,
author = {Peng Yue and
Yaochu Jin and
Xuewu Dai and
Zhen{-}Hua Feng and
Dongliang Cui},
title = {Reinforcement Learning for Scalable Train Timetable Rescheduling With
Graph Representation},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {25},
number = {7},
pages = {6472--6485},
year = {2024},
url = {https://doi.org/10.1109/TITS.2023.3344468},
doi = {10.1109/TITS.2023.3344468},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/YueJDFC24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangJDW24,
author = {Xinjie Wang and
Yaochu Jin and
Wenli Du and
Jun Wang},
title = {Evolving Dual-Threshold Bienenstock-Cooper-Munro Learning Rules in
Echo State Networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {2},
pages = {1572--1583},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3184004},
doi = {10.1109/TNNLS.2022.3184004},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/WangJDW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/QianJYTM24,
author = {Feng Qian and
Yaochu Jin and
Xinghuo Yu and
Yang Tang and
Guy B. Marin},
title = {Guest Editorial Special Issue on Learning Theories and Methods With
Application to Digitized Process Manufacturing},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {3},
pages = {2914--2916},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2024.3362091},
doi = {10.1109/TNNLS.2024.3362091},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/QianJYTM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GuoPCJ24,
author = {Hongliang Guo and
Qihang Peng and
Zhiguang Cao and
Yaochu Jin},
title = {DRL-Searcher: {A} Unified Approach to Multirobot Efficient Search
for a Moving Target},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {3},
pages = {3215--3228},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2023.3274667},
doi = {10.1109/TNNLS.2023.3274667},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/GuoPCJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/NtelemisJT24,
author = {Foivos Ntelemis and
Yaochu Jin and
Spencer Angus Thomas},
title = {A Generic Self-Supervised Framework of Learning Invariant Discriminative
Features},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {9},
pages = {12938--12952},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2023.3265607},
doi = {10.1109/TNNLS.2023.3265607},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/NtelemisJT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/WangJSO24,
author = {Xilu Wang and
Yaochu Jin and
Sebastian Schmitt and
Markus Olhofer},
title = {Alleviating Search Bias in Bayesian Evolutionary Optimization With
Many Heterogeneous Objectives},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {54},
number = {1},
pages = {143--155},
year = {2024},
url = {https://doi.org/10.1109/TSMC.2023.3306085},
doi = {10.1109/TSMC.2023.3306085},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/WangJSO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/YangWPJL24,
author = {Shuangming Yang and
Haowen Wang and
Yanwei Pang and
Yaochu Jin and
Bernab{\'{e}} Linares{-}Barranco},
title = {Integrating Visual Perception With Decision Making in Neuromorphic
Fault-Tolerant Quadruplet-Spike Learning Framework},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {54},
number = {3},
pages = {1502--1514},
year = {2024},
url = {https://doi.org/10.1109/TSMC.2023.3327142},
doi = {10.1109/TSMC.2023.3327142},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/YangWPJL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/0013WJ024,
author = {Xiangyu Wang and
Xilu Wang and
Yaochu Jin and
Ulrich R{\"{u}}ckert},
title = {A Graph Neural Network Assisted Evolutionary Algorithm for Expensive
Multi-Objective Optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CEC60901.2024.10612194},
doi = {10.1109/CEC60901.2024.10612194},
timestamp = {Tue, 20 Aug 2024 15:15:31 +0200},
biburl = {https://dblp.org/rec/conf/cec/0013WJ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ChenYBQJ24,
author = {Xinan Chen and
Wenjie Yi and
Ruibin Bai and
Rong Qu and
Yaochu Jin},
title = {A Hierarchical Cooperative Genetic Programming for Complex Piecewise
Symbolic Regression},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CEC60901.2024.10611754},
doi = {10.1109/CEC60901.2024.10611754},
timestamp = {Tue, 20 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/ChenYBQJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Liu0J24,
author = {Shiqing Liu and
Ulrich R{\"{u}}ckert and
Yaochu Jin},
title = {{FOG:} {A} Unified Framework for Federated Combinatorial Optimization
on Graphs},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CEC60901.2024.10612089},
doi = {10.1109/CEC60901.2024.10612089},
timestamp = {Tue, 20 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/Liu0J24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/SilvaPGMJASC24,
author = {Elias A. D. Silva and
Lucas S. Palmeira and
Marcelo A. Garcia{-}J{\'{u}}nior and
Luiz G. A. Martins and
Yaochu Jin and
Bruno S. Andrade and
Robinson Sabino{-}Silva and
Murillo G. Carneiro},
title = {A Surrogate-Assisted Genetic Algorithm Framework to Discover Peptides
Against {COVID-19} Virus},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CEC60901.2024.10611783},
doi = {10.1109/CEC60901.2024.10611783},
timestamp = {Tue, 20 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/SilvaPGMJASC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/WuCYDJ24,
author = {Haofeng Wu and
Qingda Chen and
Cuie Yang and
Jinliang Ding and
Yaochu Jin},
title = {A Surrogate-Assisted Coevolutionary Algorithm for Expensive Constrained
Multiobjective Optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CEC60901.2024.10612072},
doi = {10.1109/CEC60901.2024.10612072},
timestamp = {Tue, 20 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/WuCYDJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/XiaoJH24,
author = {Yan Xiao and
Yaochu Jin and
Kuangrong Hao},
editor = {Nicoletta Calzolari and
Min{-}Yen Kan and
V{\'{e}}ronique Hoste and
Alessandro Lenci and
Sakriani Sakti and
Nianwen Xue},
title = {Federated Document-Level Biomedical Relation Extraction with Localized
Context Contrast},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {7163--7173},
publisher = {{ELRA} and {ICCL}},
year = {2024},
url = {https://aclanthology.org/2024.lrec-main.629},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/XiaoJH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/InternoOJH24,
author = {Christian Intern{\`{o}} and
Markus Olhofer and
Yaochu Jin and
Barbara Hammer},
title = {Federated Loss Exploration for Improved Convergence on Non-IID Data},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IJCNN60899.2024.10651455},
doi = {10.1109/IJCNN60899.2024.10651455},
timestamp = {Thu, 19 Sep 2024 10:41:53 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/InternoOJH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visigrapp/ZhangFJ24,
author = {Jinghao Zhang and
Zhenhua Feng and
Yaochu Jin},
editor = {Petia Radeva and
Antonino Furnari and
Kadi Bouatouch and
A. Augusto de Sousa},
title = {Robust Long-Tailed Image Classification via Adversarial Feature Re-Calibration},
booktitle = {Proceedings of the 19th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP}
2024, Volume 2: VISAPP, Rome, Italy, February 27-29, 2024},
pages = {213--220},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012432000003660},
doi = {10.5220/0012432000003660},
timestamp = {Mon, 08 Apr 2024 14:14:40 +0200},
biburl = {https://dblp.org/rec/conf/visigrapp/ZhangFJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-00168,
author = {Yaqing Hou and
Mingyang Sun and
Abhishek Gupta and
Yaochu Jin and
Haiyin Piao and
Hongwei Ge and
Qiang Zhang},
title = {Multiform Evolution for High-Dimensional Problems with Low Effective
Dimensionality},
journal = {CoRR},
volume = {abs/2401.00168},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.00168},
doi = {10.48550/ARXIV.2401.00168},
eprinttype = {arXiv},
eprint = {2401.00168},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-00168.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-01070,
author = {Wei Du and
Wenxuan Fang and
Chen Liang and
Yang Tang and
Yaochu Jin},
title = {A Novel Dual-Stage Evolutionary Algorithm for Finding Robust Solutions},
journal = {CoRR},
volume = {abs/2401.01070},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.01070},
doi = {10.48550/ARXIV.2401.01070},
eprinttype = {arXiv},
eprint = {2401.01070},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-01070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-06952,
author = {Peng Yue and
Yaochu Jin and
Xuewu Dai and
Zhenhua Feng and
Dongliang Cui},
title = {Reinforcement Learning for Scalable Train Timetable Rescheduling with
Graph Representation},
journal = {CoRR},
volume = {abs/2401.06952},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06952},
doi = {10.48550/ARXIV.2401.06952},
eprinttype = {arXiv},
eprint = {2401.06952},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06952.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-10274,
author = {Wanting Zhang and
Wei Du and
Guo Yu and
Renchu He and
Wenli Du and
Yaochu Jin},
title = {Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale
Crude Oil Scheduling},
journal = {CoRR},
volume = {abs/2401.10274},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.10274},
doi = {10.48550/ARXIV.2401.10274},
eprinttype = {arXiv},
eprint = {2401.10274},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-10274.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-15931,
author = {Xueming Yan and
Yaochu Jin},
title = {EmoDM: {A} Diffusion Model for Evolutionary Multi-objective Optimization},
journal = {CoRR},
volume = {abs/2401.15931},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15931},
doi = {10.48550/ARXIV.2401.15931},
eprinttype = {arXiv},
eprint = {2401.15931},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12381,
author = {Fei Ming and
Wenyin Gong and
Ling Wang and
Yaochu Jin},
title = {Constrained Multi-objective Optimization with Deep Reinforcement Learning
Assisted Operator Selection},
journal = {CoRR},
volume = {abs/2402.12381},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12381},
doi = {10.48550/ARXIV.2402.12381},
eprinttype = {arXiv},
eprint = {2402.12381},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14600,
author = {Wenxuan Fang and
Wei Du and
Renchu He and
Yang Tang and
Yaochu Jin and
Gary G. Yen},
title = {Diffusion Model-Based Multiobjective Optimization for Gasoline Blending
Scheduling},
journal = {CoRR},
volume = {abs/2402.14600},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14600},
doi = {10.48550/ARXIV.2402.14600},
eprinttype = {arXiv},
eprint = {2402.14600},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14600.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01192,
author = {Maojiang Tian and
Minyang Chen and
Wei Du and
Yang Tang and
Yaochu Jin and
Gary G. Yen},
title = {A Composite Decomposition Method for Large-Scale Global Optimization},
journal = {CoRR},
volume = {abs/2403.01192},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01192},
doi = {10.48550/ARXIV.2403.01192},
eprinttype = {arXiv},
eprint = {2403.01192},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-10515,
author = {Maojiang Tian and
Mingke Chen and
Wei Du and
Yang Tang and
Yaochu Jin},
title = {An Enhanced Differential Grouping Method for Large-Scale Overlapping
Problems},
journal = {CoRR},
volume = {abs/2404.10515},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.10515},
doi = {10.48550/ARXIV.2404.10515},
eprinttype = {arXiv},
eprint = {2404.10515},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-10515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-10271,
author = {Christian Intern{\`{o}} and
Elena Raponi and
Niki van Stein and
Thomas B{\"{a}}ck and
Markus Olhofer and
Yaochu Jin and
Barbara Hammer},
title = {Automated Federated Learning via Informed Pruning},
journal = {CoRR},
volume = {abs/2405.10271},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.10271},
doi = {10.48550/ARXIV.2405.10271},
eprinttype = {arXiv},
eprint = {2405.10271},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-10271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-02929,
author = {Zihan Ye and
Shreyank N. Gowda and
Xiaobo Jin and
Xiaowei Huang and
Haotian Xu and
Yaochu Jin and
Kaizhu Huang},
title = {Exploring Data Efficiency in Zero-Shot Learning with Diffusion Models},
journal = {CoRR},
volume = {abs/2406.02929},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.02929},
doi = {10.48550/ARXIV.2406.02929},
eprinttype = {arXiv},
eprint = {2406.02929},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-02929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-08524,
author = {Xueming Yan and
Ziqi Wang and
Yaochu Jin},
title = {Federated Incomplete Multi-View Clustering with Heterogeneous Graph
Neural Networks},
journal = {CoRR},
volume = {abs/2406.08524},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.08524},
doi = {10.48550/ARXIV.2406.08524},
eprinttype = {arXiv},
eprint = {2406.08524},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-08524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-09680,
author = {Yingchao Yu and
Yuping Yan and
Jisong Cai and
Yaochu Jin},
title = {Heterogeneous Federated Learning with Convolutional and Spiking Neural
Networks},
journal = {CoRR},
volume = {abs/2406.09680},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.09680},
doi = {10.48550/ARXIV.2406.09680},
eprinttype = {arXiv},
eprint = {2406.09680},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-09680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-09682,
author = {Yuping Yan and
Yizhi Wang and
Yingchao Yu and
Yaochu Jin},
title = {Privacy-preserving Quantification of Non-IID Degree in Federated Learning},
journal = {CoRR},
volume = {abs/2406.09682},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.09682},
doi = {10.48550/ARXIV.2406.09682},
eprinttype = {arXiv},
eprint = {2406.09682},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-09682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-13125,
author = {Yaochu Jin and
Xueming Yan and
Shiqing Liu and
Xiangyu Wang},
title = {A Unified Framework for Combinatorial Optimization Based on Graph
Neural Networks},
journal = {CoRR},
volume = {abs/2406.13125},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.13125},
doi = {10.48550/ARXIV.2406.13125},
eprinttype = {arXiv},
eprint = {2406.13125},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-13125.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14865,
author = {Jie Zhao and
Kang Hao Cheong and
Yaochu Jin},
title = {Multi-Domain Evolutionary Optimization of Network Structures},
journal = {CoRR},
volume = {abs/2406.14865},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14865},
doi = {10.48550/ARXIV.2406.14865},
eprinttype = {arXiv},
eprint = {2406.14865},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-12443,
author = {Zhaoxin Wang and
Handing Wang and
Cong Tian and
Yaochu Jin},
title = {Preventing Catastrophic Overfitting in Fast Adversarial Training:
{A} Bi-level Optimization Perspective},
journal = {CoRR},
volume = {abs/2407.12443},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.12443},
doi = {10.48550/ARXIV.2407.12443},
eprinttype = {arXiv},
eprint = {2407.12443},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-12443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-13122,
author = {Peng Liao and
XiLu Wang and
Yaochu Jin and
Wenli Du},
title = {{MO-EMT-NAS:} Multi-Objective Continuous Transfer of Architectural
Knowledge Between Tasks from Different Datasets},
journal = {CoRR},
volume = {abs/2407.13122},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.13122},
doi = {10.48550/ARXIV.2407.13122},
eprinttype = {arXiv},
eprint = {2407.13122},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-13122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/JinZXC23,
author = {Yaochu Jin and
Hangyu Zhu and
Jinjin Xu and
Yang Chen},
title = {Federated Learning - Fundamentals and Advances},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-19-7083-2},
doi = {10.1007/978-981-19-7083-2},
isbn = {978-981-19-7082-5},
timestamp = {Thu, 22 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/JinZXC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/ncs/Jin23,
author = {Yaochu Jin},
title = {Computational Evolution of Neural and Morphological Development -
Towards Evolutionary Developmental Artificial Intelligence},
series = {Natural Computing Series},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-1854-6},
doi = {10.1007/978-981-99-1854-6},
isbn = {978-981-99-1853-9},
timestamp = {Sat, 22 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ncs/Jin23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/WangZDYZDJ23,
author = {Rongsheng Wang and
Qi Zhang and
Xuewu Dai and
Zhiming Yuan and
Tao Zhang and
Shuxin Ding and
Yaochu Jin},
title = {An efficient evolutionary algorithm for high-speed train rescheduling
under a partial station blockage},
journal = {Appl. Soft Comput.},
volume = {145},
pages = {110590},
year = {2023},
url = {https://doi.org/10.1016/j.asoc.2023.110590},
doi = {10.1016/J.ASOC.2023.110590},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/WangZDYZDJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/ZhangCFJ23,
author = {Xingyi Zhang and
Ran Cheng and
Liang Feng and
Yaochu Jin},
title = {Machine Learning Assisted Evolutionary Multi-Objective Optimization
[Guest Editorial]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {18},
number = {2},
pages = {16--17},
year = {2023},
url = {https://doi.org/10.1109/MCI.2023.3248919},
doi = {10.1109/MCI.2023.3248919},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/ZhangCFJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/WangDJ23,
author = {Shuai Wang and
Beichen Ding and
Yaochu Jin},
title = {A Multi-Factorial Evolutionary Algorithm With Asynchronous Optimization
Processes for Solving the Robust Influence Maximization Problem},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {18},
number = {3},
pages = {41--53},
year = {2023},
url = {https://doi.org/10.1109/MCI.2023.3277770},
doi = {10.1109/MCI.2023.3277770},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/WangDJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/LiuLROJ23,
author = {Qiqi Liu and
Felix Lanfermann and
Tobias Rodemann and
Markus Olhofer and
Yaochu Jin},
title = {Surrogate-Assisted Many-Objective Optimization of Building Energy
Management},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {18},
number = {4},
pages = {14--28},
year = {2023},
url = {https://doi.org/10.1109/MCI.2023.3304073},
doi = {10.1109/MCI.2023.3304073},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/LiuLROJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/WangJSO23,
author = {Xilu Wang and
Yaochu Jin and
Sebastian Schmitt and
Markus Olhofer},
title = {Recent Advances in Bayesian Optimization},
journal = {{ACM} Comput. Surv.},
volume = {55},
number = {13s},
pages = {287:1--287:36},
year = {2023},
url = {https://doi.org/10.1145/3582078},
doi = {10.1145/3582078},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/WangJSO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/YangDJC23,
author = {Cuie Yang and
Jinliang Ding and
Yaochu Jin and
Tianyou Chai},
title = {A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm
for Offline Data-Driven Dynamic Optimization},
journal = {Evol. Comput.},
volume = {31},
number = {4},
pages = {433--458},
year = {2023},
url = {https://doi.org/10.1162/evco\_a\_00332},
doi = {10.1162/EVCO\_A\_00332},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/YangDJC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/TianZZJ23,
author = {Ye Tian and
Weijian Zhu and
Xingyi Zhang and
Yaochu Jin},
title = {A practical tutorial on solving optimization problems via PlatEMO},
journal = {Neurocomputing},
volume = {518},
pages = {190--205},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2022.10.075},
doi = {10.1016/J.NEUCOM.2022.10.075},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/TianZZJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangYJQ23,
author = {Xi Zhang and
Guo Yu and
Yaochu Jin and
Feng Qian},
title = {An adaptive Gaussian process based manifold transfer learning to expensive
dynamic multi-objective optimization},
journal = {Neurocomputing},
volume = {538},
pages = {126212},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.03.073},
doi = {10.1016/J.NEUCOM.2023.03.073},
timestamp = {Sat, 30 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ZhangYJQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YangPWLPWJ23,
author = {Shuangming Yang and
Yanwei Pang and
Haowen Wang and
Tao Lei and
Jing Pan and
Jian Wang and
Yaochu Jin},
title = {Spike-driven multi-scale learning with hybrid mechanisms of spiking
dendrites},
journal = {Neurocomputing},
volume = {542},
pages = {126240},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.126240},
doi = {10.1016/J.NEUCOM.2023.126240},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/YangPWLPWJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangXHLZ0J23,
author = {Jinbao Wang and
Guoyang Xie and
Yawen Huang and
Jiayi Lyu and
Feng Zheng and
Yefeng Zheng and
Yaochu Jin},
title = {FedMed-GAN: Federated domain translation on unsupervised cross-modality
brain image synthesis},
journal = {Neurocomputing},
volume = {546},
pages = {126282},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.126282},
doi = {10.1016/J.NEUCOM.2023.126282},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/WangXHLZ0J23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiuCJ23,
author = {Jia Liu and
Ran Cheng and
Yaochu Jin},
title = {Bi-fidelity evolutionary multiobjective search for adversarially robust
deep neural architectures},
journal = {Neurocomputing},
volume = {550},
pages = {126465},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.126465},
doi = {10.1016/J.NEUCOM.2023.126465},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LiuCJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangJQ23,
author = {Xi Zhang and
Yaochu Jin and
Feng Qian},
title = {A self-adaptive dynamic multi-objective optimization algorithm based
on transfer learning and elitism-based mutation},
journal = {Neurocomputing},
volume = {559},
pages = {126761},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.126761},
doi = {10.1016/J.NEUCOM.2023.126761},
timestamp = {Tue, 12 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ZhangJQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/YangZJJ23,
author = {Zhen Yang and
Jie Zhang and
Yunliang Jiang and
Yaochu Jin},
title = {A Self-Organizing IoT Service Perception Algorithm Based on Human
Visual Direction-Sensitive System},
journal = {{IEEE} Internet Things J.},
volume = {10},
number = {7},
pages = {6193--6204},
year = {2023},
url = {https://doi.org/10.1109/JIOT.2022.3223039},
doi = {10.1109/JIOT.2022.3223039},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/YangZJJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhangYJQ23,
author = {Xi Zhang and
Guo Yu and
Yaochu Jin and
Feng Qian},
title = {Elitism-based transfer learning and diversity maintenance for dynamic
multi-objective optimization},
journal = {Inf. Sci.},
volume = {636},
pages = {118927},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.04.006},
doi = {10.1016/J.INS.2023.04.006},
timestamp = {Tue, 12 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ZhangYJQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhangTJZJ23,
author = {Yajie Zhang and
Ye Tian and
Hao Jiang and
Xingyi Zhang and
Yaochu Jin},
title = {Design and analysis of helper-problem-assisted evolutionary algorithm
for constrained multiobjective optimization},
journal = {Inf. Sci.},
volume = {648},
pages = {119547},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.119547},
doi = {10.1016/J.INS.2023.119547},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ZhangTJZJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itsm/GuoSGJ23,
author = {Hongliang Guo and
Wenda Sheng and
Chen Gao and
Yaochu Jin},
title = {{DRL} Router: Distributional Reinforcement Learning-Based Router for
Reliable Shortest Path Problems},
journal = {{IEEE} Intell. Transp. Syst. Mag.},
volume = {15},
number = {5},
pages = {91--108},
year = {2023},
url = {https://doi.org/10.1109/MITS.2023.3265309},
doi = {10.1109/MITS.2023.3265309},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/itsm/GuoSGJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhangZJ23,
author = {Nian Zhang and
Zhigang Zeng and
Yaochu Jin},
title = {Guest editorial: Robust, explainable, and privacy-preserving deep
learning},
journal = {Knowl. Based Syst.},
volume = {263},
pages = {110287},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2023.110287},
doi = {10.1016/J.KNOSYS.2023.110287},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZhangZJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/WuJH23,
author = {Leming Wu and
Yaochu Jin and
Kuangrong Hao},
title = {Optimized compressed sensing for communication efficient federated
learning},
journal = {Knowl. Based Syst.},
volume = {278},
pages = {110805},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2023.110805},
doi = {10.1016/J.KNOSYS.2023.110805},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/WuJH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/YanFJ23,
author = {Xueming Yan and
Zhihang Fang and
Yaochu Jin},
title = {An adaptive n-gram transformer for multi-scale scene text recognition},
journal = {Knowl. Based Syst.},
volume = {280},
pages = {110964},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2023.110964},
doi = {10.1016/J.KNOSYS.2023.110964},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/YanFJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/WuZMBFJ23,
author = {Meng Wu and
Xiaomin Zhu and
Li Ma and
Weidong Bao and
Zhun Fan and
Yaochu Jin},
title = {Multi-robot target entrapment using cooperative hierarchical gene
regulatory network},
journal = {Swarm Evol. Comput.},
volume = {80},
pages = {101310},
year = {2023},
url = {https://doi.org/10.1016/j.swevo.2023.101310},
doi = {10.1016/J.SWEVO.2023.101310},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/swevo/WuZMBFJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/FanWLZHZBGHJ23,
author = {Zhun Fan and
Zhaojun Wang and
Wenji Li and
Xiaomin Zhu and
Bingliang Hu and
An{-}Min Zou and
Weidong Bao and
Minqiang Gu and
Zhifeng Hao and
Yaochu Jin},
title = {Automated pattern generation for swarm robots using constrained multi-objective
genetic programming},
journal = {Swarm Evol. Comput.},
volume = {81},
pages = {101337},
year = {2023},
url = {https://doi.org/10.1016/j.swevo.2023.101337},
doi = {10.1016/J.SWEVO.2023.101337},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/swevo/FanWLZHZBGHJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/TianPYZHJ23,
author = {Ye Tian and
Jingwen Pan and
Shangshang Yang and
Xingyi Zhang and
Shuping He and
Yaochu Jin},
title = {Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based
Constrained Evolutionary Algorithm},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {4},
number = {2},
pages = {268--281},
year = {2023},
url = {https://doi.org/10.1109/TAI.2022.3168038},
doi = {10.1109/TAI.2022.3168038},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tai/TianPYZHJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/LuoJH23,
author = {Wenjian Luo and
Yaochu Jin and
Catherine Huang},
title = {Guest Editorial: Special Issue on Security and Privacy in Machine
Learning},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {4},
number = {5},
pages = {986--987},
year = {2023},
url = {https://doi.org/10.1109/TAI.2022.3223125},
doi = {10.1109/TAI.2022.3223125},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tai/LuoJH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/ZhuWJL23,
author = {Hangyu Zhu and
Rui Wang and
Yaochu Jin and
Kaitai Liang},
title = {{PIVODL:} Privacy-Preserving Vertical Federated Learning Over Distributed
Labels},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {4},
number = {5},
pages = {988--1001},
year = {2023},
url = {https://doi.org/10.1109/TAI.2021.3139055},
doi = {10.1109/TAI.2021.3139055},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tai/ZhuWJL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/YuJOLD23,
author = {Guo Yu and
Yaochu Jin and
Markus Olhofer and
Qiqi Liu and
Wenli Du},
title = {Solution Set Augmentation for Knee Identification in Multiobjective
Decision Analysis},
journal = {{IEEE} Trans. Cybern.},
volume = {53},
number = {4},
pages = {2480--2493},
year = {2023},
url = {https://doi.org/10.1109/TCYB.2021.3125071},
doi = {10.1109/TCYB.2021.3125071},
timestamp = {Sat, 30 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/YuJOLD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LiuWJ23,
author = {Zhening Liu and
Handing Wang and
Yaochu Jin},
title = {Performance Indicator-Based Adaptive Model Selection for Offline Data-Driven
Multiobjective Evolutionary Optimization},
journal = {{IEEE} Trans. Cybern.},
volume = {53},
number = {10},
pages = {6263--6276},
year = {2023},
url = {https://doi.org/10.1109/TCYB.2022.3170344},
doi = {10.1109/TCYB.2022.3170344},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/LiuWJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/BaiCYTJ23,
author = {Hui Bai and
Ran Cheng and
Danial Yazdani and
Kay Chen Tan and
Yaochu Jin},
title = {Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable
Grouping},
journal = {{IEEE} Trans. Cybern.},
volume = {53},
number = {11},
pages = {6937--6950},
year = {2023},
url = {https://doi.org/10.1109/TCYB.2022.3164143},
doi = {10.1109/TCYB.2022.3164143},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/BaiCYTJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/0001CJS23,
author = {Xingyi Zhang and
Ran Cheng and
Yaochu Jin and
Bernhard Sendhoff},
title = {Guest Editorial Special Issue on Large-Scale Evolutionary Multiobjective
Optimization and Its Practical Applications},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {27},
number = {3},
pages = {398--400},
year = {2023},
url = {https://doi.org/10.1109/TEVC.2023.3273012},
doi = {10.1109/TEVC.2023.3273012},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/0001CJS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/WuPWJX23,
author = {Yapei Wu and
Xingguang Peng and
Handing Wang and
Yaochu Jin and
Demin Xu},
title = {Cooperative Coevolutionary {CMA-ES} With Landscape-Aware Grouping
in Noisy Environments},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {27},
number = {3},
pages = {686--700},
year = {2023},
url = {https://doi.org/10.1109/TEVC.2022.3180224},
doi = {10.1109/TEVC.2022.3180224},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/WuPWJX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/QinSLJ23,
author = {Shufen Qin and
Chaoli Sun and
Qiqi Liu and
Yaochu Jin},
title = {A Performance Indicator-Based Infill Criterion for Expensive Multi-/Many-Objective
Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {27},
number = {4},
pages = {1085--1099},
year = {2023},
url = {https://doi.org/10.1109/TEVC.2023.3237605},
doi = {10.1109/TEVC.2023.3237605},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/QinSLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ZhangWYJY23,
author = {Tuo Zhang and
Handing Wang and
Bo Yuan and
Yaochu Jin and
Xin Yao},
title = {Surrogate-Assisted Evolutionary Q-Learning for Black-Box Dynamic Time-Linkage
Optimization Problems},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {27},
number = {5},
pages = {1162--1176},
year = {2023},
url = {https://doi.org/10.1109/TEVC.2022.3179256},
doi = {10.1109/TEVC.2022.3179256},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/ZhangWYJY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ChenDTJY23,
author = {Minyang Chen and
Wei Du and
Yang Tang and
Yaochu Jin and
Gary G. Yen},
title = {A Decomposition Method for Both Additively and Nonadditively Separable
Problems},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {27},
number = {6},
pages = {1720--1734},
year = {2023},
url = {https://doi.org/10.1109/TEVC.2022.3218375},
doi = {10.1109/TEVC.2022.3218375},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/ChenDTJY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/GuWJ23,
author = {Haoran Gu and
Handing Wang and
Yaochu Jin},
title = {Surrogate-Assisted Differential Evolution With Adaptive Multisubspace
Search for Large-Scale Expensive Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {27},
number = {6},
pages = {1765--1779},
year = {2023},
url = {https://doi.org/10.1109/TEVC.2022.3226837},
doi = {10.1109/TEVC.2022.3226837},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/GuWJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/LiuLJLZ23,
author = {Yuanchao Liu and
Jianchang Liu and
Yaochu Jin and
Fei Li and
Tianzi Zheng},
title = {A Surrogate-Assisted Two-Stage Differential Evolution for Expensive
Constrained Optimization},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {7},
number = {3},
pages = {715--730},
year = {2023},
url = {https://doi.org/10.1109/TETCI.2023.3240221},
doi = {10.1109/TETCI.2023.3240221},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/LiuLJLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/YangWMTZCJ23,
author = {Shangshang Yang and
Haoyu Wei and
Haiping Ma and
Ye Tian and
Xingyi Zhang and
Yunbo Cao and
Yaochu Jin},
title = {Cognitive Diagnosis-Based Personalized Exercise Group Assembly via
a Multi-Objective Evolutionary Algorithm},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {7},
number = {3},
pages = {829--844},
year = {2023},
url = {https://doi.org/10.1109/TETCI.2022.3220812},
doi = {10.1109/TETCI.2022.3220812},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/YangWMTZCJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/TianLMZTJ23,
author = {Ye Tian and
Xiaopeng Li and
Haiping Ma and
Xingyi Zhang and
Kay Chen Tan and
Yaochu Jin},
title = {Deep Reinforcement Learning Based Adaptive Operator Selection for
Evolutionary Multi-Objective Optimization},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {7},
number = {4},
pages = {1051--1064},
year = {2023},
url = {https://doi.org/10.1109/TETCI.2022.3146882},
doi = {10.1109/TETCI.2022.3146882},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/TianLMZTJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/ZhouJSD23,
author = {Yan Zhou and
Yaochu Jin and
Yao Sun and
Jinliang Ding},
title = {Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture
Search for Liquid State Machines},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {7},
number = {5},
pages = {1484--1498},
year = {2023},
url = {https://doi.org/10.1109/TETCI.2022.3228538},
doi = {10.1109/TETCI.2022.3228538},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/ZhouJSD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LeiGNLGJN23,
author = {Tao Lei and
Xinzhe Geng and
Hailong Ning and
Zhiyong Lv and
Maoguo Gong and
Yaochu Jin and
Asoke K. Nandi},
title = {Ultralightweight Spatial-Spectral Feature Cooperation Network for
Change Detection in Remote Sensing Images},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {61},
pages = {1--14},
year = {2023},
url = {https://doi.org/10.1109/TGRS.2023.3261273},
doi = {10.1109/TGRS.2023.3261273},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/LeiGNLGJN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/XueLYLLJN23,
author = {Dinghua Xue and
Tao Lei and
Shuangming Yang and
Zhiyong Lv and
Tongfei Liu and
Yaochu Jin and
Asoke K. Nandi},
title = {Triple Change Detection Network via Joint Multifrequency and Full-Scale
Swin-Transformer for Remote Sensing Images},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {61},
pages = {1--15},
year = {2023},
url = {https://doi.org/10.1109/TGRS.2023.3320288},
doi = {10.1109/TGRS.2023.3320288},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/XueLYLLJN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/LiuFZJ23,
author = {Qiang Liu and
Jialu Fan and
Jin{-}Xi Zhang and
Yaochu Jin},
title = {Guest Editorial: Advanced Intelligent Manufacturing System: Theory,
Algorithms, and Industrial Applications},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {19},
number = {6},
pages = {7720--7723},
year = {2023},
url = {https://doi.org/10.1109/TII.2023.3272276},
doi = {10.1109/TII.2023.3272276},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/LiuFZJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/XiaoJH23,
author = {Yan Xiao and
Yaochu Jin and
Kuangrong Hao},
title = {Adaptive Prototypical Networks With Label Words and Joint Representation
Learning for Few-Shot Relation Classification},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {3},
pages = {1406--1417},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3105377},
doi = {10.1109/TNNLS.2021.3105377},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/XiaoJH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/TianSZTJ23,
author = {Ye Tian and
Langchun Si and
Xingyi Zhang and
Kay Chen Tan and
Yaochu Jin},
title = {Local Model-Based Pareto Front Estimation for Multiobjective Optimization},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {53},
number = {1},
pages = {623--634},
year = {2023},
url = {https://doi.org/10.1109/TSMC.2022.3186546},
doi = {10.1109/TSMC.2022.3186546},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/TianSZTJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LiuJHR23,
author = {Qiqi Liu and
Yaochu Jin and
Martin Heiderich and
Tobias Rodemann},
title = {Coordinated Adaptation of Reference Vectors and Scalarizing Functions
in Evolutionary Many-Objective Optimization},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {53},
number = {2},
pages = {763--775},
year = {2023},
url = {https://doi.org/10.1109/TSMC.2022.3187370},
doi = {10.1109/TSMC.2022.3187370},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/LiuJHR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/WangJC23,
author = {Shuai Wang and
Yaochu Jin and
Ming Cai},
title = {Enhancing the Robustness of Networks Against Multiple Damage Models
Using a Multifactorial Evolutionary Algorithm},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {53},
number = {7},
pages = {4176--4188},
year = {2023},
url = {https://doi.org/10.1109/TSMC.2023.3241621},
doi = {10.1109/TSMC.2023.3241621},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/WangJC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/SongWJ23,
author = {Zhenshou Song and
Handing Wang and
Yaochu Jin},
title = {A Surrogate-Assisted Evolutionary Framework With Regions of Interests-Based
Data Selection for Expensive Constrained Optimization},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {53},
number = {10},
pages = {6268--6280},
year = {2023},
url = {https://doi.org/10.1109/TSMC.2023.3281822},
doi = {10.1109/TSMC.2023.3281822},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/SongWJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/MaLYWMWJT23,
author = {Lianbo Ma and
Yang Liu and
Guo Yu and
Xinzhe Wang and
Hongwei Mo and
Gai{-}Ge Wang and
Yaochu Jin and
Ying Tan},
title = {Decomposition-Based Multiobjective Optimization for Variable-Length
Mixed-Variable Pareto Optimization and Its Application in Cloud Service
Allocation},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {53},
number = {11},
pages = {7138--7151},
year = {2023},
url = {https://doi.org/10.1109/TSMC.2023.3295371},
doi = {10.1109/TSMC.2023.3295371},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/MaLYWMWJT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/GuWJ23,
author = {Haoran Gu and
Handing Wang and
Yaochu Jin},
title = {Effects of Pareto Set on the Performance of Problem Reformulation-Based
Large-Scale Multiobjective Optimization Algorithms},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2023, Chicago,
IL, USA, July 1-5, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CEC53210.2023.10254122},
doi = {10.1109/CEC53210.2023.10254122},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/GuWJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/LiuWJ23,
author = {Shiqing Liu and
Xilu Wang and
Yaochu Jin},
title = {Federated Bayesian Optimization for Privacy-Preserving Neural Architecture
Search},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2023, Chicago,
IL, USA, July 1-5, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CEC53210.2023.10254155},
doi = {10.1109/CEC53210.2023.10254155},
timestamp = {Fri, 29 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/LiuWJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiaoJD23,
author = {Peng Liao and
Yaochu Jin and
Wenli Du},
title = {{EMT-NAS:} Transferring architectural knowledge between tasks from
different datasets},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {3643--3653},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00355},
doi = {10.1109/CVPR52729.2023.00355},
timestamp = {Mon, 28 Aug 2023 16:14:07 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiaoJD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangZXLYWZJ23,
author = {Lingrui Zhang and
Shuheng Zhang and
Guoyang Xie and
Jiaqi Liu and
Hua Yan and
Jinbao Wang and
Feng Zheng and
Yaochu Jin},
title = {What Makes a Good Data Augmentation for Few-Shot Unsupervised Image
Anomaly Detection?},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023},
pages = {4345--4354},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPRW59228.2023.00457},
doi = {10.1109/CVPRW59228.2023.00457},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZhangZXLYWZJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/LiuYJ23,
author = {Shiqing Liu and
Xueming Yan and
Yaochu Jin},
editor = {Michael Emmerich and
Andr{\'{e}} H. Deutz and
Hao Wang and
Anna V. Kononova and
Boris Naujoks and
Ke Li and
Kaisa Miettinen and
Iryna Yevseyeva},
title = {End-to-End Pareto Set Prediction with Graph Neural Networks for Multi-objective
Facility Location},
booktitle = {Evolutionary Multi-Criterion Optimization - 12th International Conference,
{EMO} 2023, Leiden, The Netherlands, March 20-24, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13970},
pages = {147--161},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-27250-9\_11},
doi = {10.1007/978-3-031-27250-9\_11},
timestamp = {Mon, 10 Jun 2024 20:41:11 +0200},
biburl = {https://dblp.org/rec/conf/emo/LiuYJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/WangJ23,
author = {Xiangyu Wang and
Yaochu Jin},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {An Ant Colony Algorithm Assisted by Graph Neural Networks for Solving
Vehicle Routing Problems},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary
Computation, {GECCO} 2023, Companion Volume, Lisbon, Portugal, July
15-19, 2023},
pages = {5--6},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583133.3596424},
doi = {10.1145/3583133.3596424},
timestamp = {Fri, 02 Aug 2024 15:50:42 +0200},
biburl = {https://dblp.org/rec/conf/gecco/WangJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/YueLJ23,
author = {Peng Yue and
Shiqing Liu and
Yaochu Jin},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {Graph Q-learning Assisted Ant Colony Optimization for Vehicle Routing
Problems with Time Windows},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary
Computation, {GECCO} 2023, Companion Volume, Lisbon, Portugal, July
15-19, 2023},
pages = {7--8},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583133.3596423},
doi = {10.1145/3583133.3596423},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/YueLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XieWLJZ23,
author = {Guoyang Xie and
Jinbao Wang and
Jiaqi Liu and
Yaochu Jin and
Feng Zheng},
title = {Pushing the Limits of Fewshot Anomaly Detection in Industry Vision:
Graphcore},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=xzmqxHdZAwO},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XieWLJZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/BissaroJDJC23,
author = {Lucas Z. Bissaro and
Odelmo O. Nascimento Junior and
Jo{\~{a}}o{-}Batista Destro{-}Filho and
Yaochu Jin and
Murillo G. Carneiro},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Towards the Prognosis of Patients in Coma using Echo State Networks
for {EEG} Analysis},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {509--518},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.189},
doi = {10.1016/J.PROCS.2023.08.189},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/BissaroJDJC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/WangWTJ23,
author = {Zhaoxin Wang and
Handing Wang and
Cong Tian and
Yaochu Jin},
editor = {Abdulmotaleb El{-}Saddik and
Tao Mei and
Rita Cucchiara and
Marco Bertini and
Diana Patricia Tobon Vallejo and
Pradeep K. Atrey and
M. Shamim Hossain},
title = {Adversarial Training of Deep Neural Networks Guided by Texture and
Structural Information},
booktitle = {Proceedings of the 31st {ACM} International Conference on Multimedia,
{MM} 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023},
pages = {4958--4967},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581783.3612163},
doi = {10.1145/3581783.3612163},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/mm/WangWTJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ncs/DebFJMR23,
author = {Kalyanmoy Deb and
Peter J. Fleming and
Yaochu Jin and
Kaisa Miettinen and
Patrick M. Reed},
editor = {Dimo Brockhoff and
Michael Emmerich and
Boris Naujoks and
Robin C. Purshouse},
title = {Key Issues in Real-World Applications of Many-Objective Optimisation
and Decision Analysis},
booktitle = {Many-Criteria Optimization and Decision Analysis: State-of-the-Art,
Present Challenges, and Future Perspectives},
series = {Natural Computing Series},
pages = {29--57},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-25263-1\_2},
doi = {10.1007/978-3-031-25263-1\_2},
timestamp = {Sat, 06 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ncs/DebFJMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11164,
author = {Xiangyu Wang and
Xueming Yan and
Yaochu Jin},
title = {A Graph Neural Network with Negative Message Passing for Graph Coloring},
journal = {CoRR},
volume = {abs/2301.11164},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11164},
doi = {10.48550/ARXIV.2301.11164},
eprinttype = {arXiv},
eprint = {2301.11164},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11514,
author = {Jiaqi Liu and
Guoyang Xie and
Jingbao Wang and
Shangnian Li and
Chengjie Wang and
Feng Zheng and
Yaochu Jin},
title = {Deep Industrial Image Anomaly Detection: {A} Survey},
journal = {CoRR},
volume = {abs/2301.11514},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11514},
doi = {10.48550/ARXIV.2301.11514},
eprinttype = {arXiv},
eprint = {2301.11514},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11514.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12082,
author = {Guoyang Xie and
Jingbao Wang and
Jiaqi Liu and
Feng Zheng and
Yaochu Jin},
title = {Pushing the Limits of Fewshot Anomaly Detection in Industry Vision:
Graphcore},
journal = {CoRR},
volume = {abs/2301.12082},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12082},
doi = {10.48550/ARXIV.2301.12082},
eprinttype = {arXiv},
eprint = {2301.12082},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12457,
author = {Beichen Huang and
Ran Cheng and
Yaochu Jin and
Kay Chen Tan},
title = {EvoX: {A} Distributed GPU-accelerated Library towards Scalable Evolutionary
Computation},
journal = {CoRR},
volume = {abs/2301.12457},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12457},
doi = {10.48550/ARXIV.2301.12457},
eprinttype = {arXiv},
eprint = {2301.12457},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12457.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13359,
author = {Guoyang Xie and
Jinbao Wang and
Jiaqi Liu and
Jiayi Lyu and
Yong Liu and
Chengjie Wang and
Feng Zheng and
Yaochu Jin},
title = {{IM-IAD:} Industrial Image Anomaly Detection Benchmark in Manufacturing},
journal = {CoRR},
volume = {abs/2301.13359},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.13359},
doi = {10.48550/ARXIV.2301.13359},
eprinttype = {arXiv},
eprint = {2301.13359},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-13359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-14261,
author = {Xueming Yan and
Zhihang Fang and
Yaochu Jin},
title = {Augmented Transformers with Adaptive n-grams Embedding for Multilingual
Scene Text Recognition},
journal = {CoRR},
volume = {abs/2302.14261},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.14261},
doi = {10.48550/ARXIV.2302.14261},
eprinttype = {arXiv},
eprint = {2302.14261},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-14261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-04150,
author = {Hui Bai and
Ran Cheng and
Yaochu Jin},
title = {Evolutionary Reinforcement Learning: {A} Survey},
journal = {CoRR},
volume = {abs/2303.04150},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.04150},
doi = {10.48550/ARXIV.2303.04150},
eprinttype = {arXiv},
eprint = {2303.04150},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-04150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-03294,
author = {Lingrui Zhang and
Shuheng Zhang and
Guoyang Xie and
Jiaqi Liu and
Hua Yan and
Jinbao Wang and
Feng Zheng and
Yaochu Jin},
title = {What makes a good data augmentation for few-shot unsupervised image
anomaly detection?},
journal = {CoRR},
volume = {abs/2304.03294},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.03294},
doi = {10.48550/ARXIV.2304.03294},
eprinttype = {arXiv},
eprint = {2304.03294},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-03294.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01988,
author = {Tao Lei and
Yetong Xu and
Hailong Ning and
Zhiyong Lv and
Chongdan Min and
Yaochu Jin and
Asoke K. Nandi},
title = {Lightweight Structure-aware Transformer Network for {VHR} Remote Sensing
Image Change Detection},
journal = {CoRR},
volume = {abs/2306.01988},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01988},
doi = {10.48550/ARXIV.2306.01988},
eprinttype = {arXiv},
eprint = {2306.01988},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08318,
author = {Felix Lanfermann and
Qiqi Liu and
Yaochu Jin and
Sebastian Schmitt},
title = {Identification of Energy Management Configuration Concepts from a
Set of Pareto-optimal Solutions},
journal = {CoRR},
volume = {abs/2306.08318},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08318},
doi = {10.48550/ARXIV.2306.08318},
eprinttype = {arXiv},
eprint = {2306.08318},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-04296,
author = {Jinbao Wang and
Guoyang Xie and
Yawen Huang and
Jiayi Lyu and
Feng Zheng and
Yefeng Zheng and
Yaochu Jin},
title = {K-Space-Aware Cross-Modality Score for Synthesized Neuroimage Quality
Assessment},
journal = {CoRR},
volume = {abs/2307.04296},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.04296},
doi = {10.48550/ARXIV.2307.04296},
eprinttype = {arXiv},
eprint = {2307.04296},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-04296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-04429,
author = {Shangshang Yang and
Haiping Ma and
Cheng Zhen and
Ye Tian and
Limiao Zhang and
Yaochu Jin and
Xingyi Zhang},
title = {Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective
Neural Architecture Search},
journal = {CoRR},
volume = {abs/2307.04429},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.04429},
doi = {10.48550/ARXIV.2307.04429},
eprinttype = {arXiv},
eprint = {2307.04429},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-04429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-12644,
author = {Mai Peng and
Zeneng She and
Delaram Yazdani and
Danial Yazdani and
Wenjian Luo and
Changhe Li and
J{\"{u}}rgen Branke and
Trung Thanh Nguyen and
Amir H. Gandomi and
Yaochu Jin and
Xin Yao},
title = {Evolutionary Dynamic Optimization Laboratory: {A} {MATLAB} Optimization
Platform for Education and Experimentation in Dynamic Environments},
journal = {CoRR},
volume = {abs/2308.12644},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.12644},
doi = {10.48550/ARXIV.2308.12644},
eprinttype = {arXiv},
eprint = {2308.12644},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-12644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-06543,
author = {Shiqing Liu and
Xueming Yan and
Yaochu Jin},
title = {An Edge-Aware Graph Autoencoder Trained on Scale-Imbalanced Data for
Travelling Salesman Problems},
journal = {CoRR},
volume = {abs/2310.06543},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.06543},
doi = {10.48550/ARXIV.2310.06543},
eprinttype = {arXiv},
eprint = {2310.06543},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-06543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10698,
author = {Yuping Yan and
George Shao and
Dennis Song and
Mason Song and
Yaochu Jin},
title = {{HE-DKSAP:} Privacy-Preserving Stealth Address Protocol via Additively
Homomorphic Encryption},
journal = {CoRR},
volume = {abs/2312.10698},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.10698},
doi = {10.48550/ARXIV.2312.10698},
eprinttype = {arXiv},
eprint = {2312.10698},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-10698.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/TianSZCHTJ22,
author = {Ye Tian and
Langchun Si and
Xingyi Zhang and
Ran Cheng and
Cheng He and
Kay Chen Tan and
Yaochu Jin},
title = {Evolutionary Large-Scale Multi-Objective Optimization: {A} Survey},
journal = {{ACM} Comput. Surv.},
volume = {54},
number = {8},
pages = {174:1--174:34},
year = {2022},
url = {https://doi.org/10.1145/3470971},
doi = {10.1145/3470971},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/TianSZCHTJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/WangJSO22,
author = {Xilu Wang and
Yaochu Jin and
Sebastian Schmitt and
Markus Olhofer},
title = {Transfer Learning Based Co-Surrogate Assisted Evolutionary Bi-Objective
Optimization for Objectives with Non-Uniform Evaluation Times},
journal = {Evol. Comput.},
volume = {30},
number = {2},
pages = {221--251},
year = {2022},
url = {https://doi.org/10.1162/evco\_a\_00300},
doi = {10.1162/EVCO\_A\_00300},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/WangJSO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieeejas/TianCMZTJ22,
author = {Ye Tian and
Haowen Chen and
Haiping Ma and
Xingyi Zhang and
Kay Chen Tan and
Yaochu Jin},
title = {Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale
Continuous Multi-Objective Optimization},
journal = {{IEEE} {CAA} J. Autom. Sinica},
volume = {9},
number = {10},
pages = {1801--1817},
year = {2022},
url = {https://doi.org/10.1109/JAS.2022.105875},
doi = {10.1109/JAS.2022.105875},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieeejas/TianCMZTJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/XiaoJCH22,
author = {Yan Xiao and
Yaochu Jin and
Ran Cheng and
Kuangrong Hao},
title = {Hybrid attention-based transformer block model for distant supervision
relation extraction},
journal = {Neurocomputing},
volume = {470},
pages = {29--39},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2021.10.037},
doi = {10.1016/J.NEUCOM.2021.10.037},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/XiaoJCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ChenJS22,
author = {Qing Chen and
Yaochu Jin and
Yongduan Song},
title = {Fault-tolerant adaptive tracking control of Euler-Lagrange systems
- An echo state network approach driven by reinforcement learning},
journal = {Neurocomputing},
volume = {484},
pages = {109--116},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2021.10.083},
doi = {10.1016/J.NEUCOM.2021.10.083},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ChenJS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/RuQTCGJ22,
author = {Yajun Ru and
Xihe Qiu and
Xiaoyu Tan and
Bin Chen and
Yongbin Gao and
Yaochu Jin},
title = {Sparse-attentive meta temporal point process for clinical decision
support},
journal = {Neurocomputing},
volume = {485},
pages = {114--123},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2022.02.028},
doi = {10.1016/J.NEUCOM.2022.02.028},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/RuQTCGJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiuZJ22,
author = {Qingshan Liu and
Zhigang Zeng and
Yaochu Jin},
title = {Distributed machine learning, optimization and applications},
journal = {Neurocomputing},
volume = {489},
pages = {486--487},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2021.12.058},
doi = {10.1016/J.NEUCOM.2021.12.058},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LiuZJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HanDJDY22,
author = {Dong Han and
Wenli Du and
Yaochu Jin and
Wei Du and
Guo Yu},
title = {A fuzzy constraint handling technique for decomposition-based constrained
multi- and many-objective optimization},
journal = {Inf. Sci.},
volume = {597},
pages = {318--340},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.03.030},
doi = {10.1016/J.INS.2022.03.030},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/HanDJDY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/QiZYJZY22,
author = {Sheng Qi and
Juan Zou and
Shengxiang Yang and
Yaochu Jin and
Jinhua Zheng and
Xu Yang},
title = {A self-exploratory competitive swarm optimization algorithm for large-scale
multiobjective optimization},
journal = {Inf. Sci.},
volume = {609},
pages = {1601--1620},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.07.110},
doi = {10.1016/J.INS.2022.07.110},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/QiZYJZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ChenQTFJ22,
author = {Shaotao Chen and
Xihe Qiu and
Xiaoyu Tan and
Zhijun Fang and
Yaochu Jin},
title = {A model-based hybrid soft actor-critic deep reinforcement learning
algorithm for optimal ventilator settings},
journal = {Inf. Sci.},
volume = {611},
pages = {47--64},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.08.028},
doi = {10.1016/J.INS.2022.08.028},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ChenQTFJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/XiangTCZYJ22,
author = {Xiaoshu Xiang and
Ye Tian and
Ran Cheng and
Xingyi Zhang and
Shengxiang Yang and
Yaochu Jin},
title = {A benchmark generator for online dynamic single-objective and multi-objective
optimization problems},
journal = {Inf. Sci.},
volume = {613},
pages = {591--608},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.09.049},
doi = {10.1016/J.INS.2022.09.049},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/XiangTCZYJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/QiuTLCRJ22,
author = {Xihe Qiu and
Xiaoyu Tan and
Qiong Li and
Shaotao Chen and
Yajun Ru and
Yaochu Jin},
title = {A latent batch-constrained deep reinforcement learning approach for
precision dosing clinical decision support},
journal = {Knowl. Based Syst.},
volume = {237},
pages = {107689},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2021.107689},
doi = {10.1016/J.KNOSYS.2021.107689},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/QiuTLCRJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiuJHR22,
author = {Qiqi Liu and
Yaochu Jin and
Martin Heiderich and
Tobias Rodemann},
title = {Surrogate-assisted evolutionary optimization of expensive many-objective
irregular problems},
journal = {Knowl. Based Syst.},
volume = {240},
pages = {108197},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.108197},
doi = {10.1016/J.KNOSYS.2022.108197},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LiuJHR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/NtelemisJT22,
author = {Foivos Ntelemis and
Yaochu Jin and
Spencer Angus Thomas},
title = {Information maximization clustering via multi-view self-labelling},
journal = {Knowl. Based Syst.},
volume = {250},
pages = {109042},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.109042},
doi = {10.1016/J.KNOSYS.2022.109042},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/NtelemisJT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/memetic/WangPJX22,
author = {Tonghao Wang and
Xingguang Peng and
Yaochu Jin and
Demin Xu},
title = {Experience Sharing Based Memetic Transfer Learning for Multiagent
Reinforcement Learning},
journal = {Memetic Comput.},
volume = {14},
number = {1},
pages = {3--17},
year = {2022},
url = {https://doi.org/10.1007/s12293-021-00339-4},
doi = {10.1007/S12293-021-00339-4},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/memetic/WangPJX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/memetic/ChengDDJ22,
author = {Ran Cheng and
Jinliang Ding and
Wenli Du and
Yaochu Jin},
title = {Thematic issue on knowledge and data driven evolutionary multi-objective
optimization},
journal = {Memetic Comput.},
volume = {14},
number = {2},
pages = {133--134},
year = {2022},
url = {https://doi.org/10.1007/s12293-022-00369-6},
doi = {10.1007/S12293-022-00369-6},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/memetic/ChengDDJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/WangZWZJ22,
author = {Xiangyu Wang and
Bingran Zhang and
Jian Wang and
Kai Zhang and
Yaochu Jin},
title = {A Cluster-Based Competitive Particle Swarm Optimizer with a Sparse
Truncation Operator for Multi-Objective Optimization},
journal = {Swarm Evol. Comput.},
volume = {71},
pages = {101083},
year = {2022},
url = {https://doi.org/10.1016/j.swevo.2022.101083},
doi = {10.1016/J.SWEVO.2022.101083},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/swevo/WangZWZJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/LiHCLPJ22,
author = {Lianghao Li and
Cheng He and
Ran Cheng and
Hongbin Li and
Linqiang Pan and
Yaochu Jin},
title = {A fast sampling based evolutionary algorithm for million-dimensional
multiobjective optimization},
journal = {Swarm Evol. Comput.},
volume = {75},
pages = {101181},
year = {2022},
url = {https://doi.org/10.1016/j.swevo.2022.101181},
doi = {10.1016/J.SWEVO.2022.101181},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/swevo/LiHCLPJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tamd/TianPYZTJ22,
author = {Ye Tian and
Shichen Peng and
Shangshang Yang and
Xingyi Zhang and
Kay Chen Tan and
Yaochu Jin},
title = {Action Command Encoding for Surrogate-Assisted Neural Architecture
Search},
journal = {{IEEE} Trans. Cogn. Dev. Syst.},
volume = {14},
number = {3},
pages = {1129--1142},
year = {2022},
url = {https://doi.org/10.1109/TCDS.2021.3107555},
doi = {10.1109/TCDS.2021.3107555},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tamd/TianPYZTJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LiuJHRY22,
author = {Qiqi Liu and
Yaochu Jin and
Martin Heiderich and
Tobias Rodemann and
Guo Yu},
title = {An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing
Neural Gas for Many-Objective Optimization of Irregular Problems},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {5},
pages = {2698--2711},
year = {2022},
url = {https://doi.org/10.1109/TCYB.2020.3020630},
doi = {10.1109/TCYB.2020.3020630},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/LiuJHRY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/0009L0CJ22,
author = {Ye Tian and
Chang Lu and
Xingyi Zhang and
Fan Cheng and
Yaochu Jin},
title = {A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse
Multiobjective Optimization Problems},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {7},
pages = {6784--6797},
year = {2022},
url = {https://doi.org/10.1109/TCYB.2020.3041325},
doi = {10.1109/TCYB.2020.3041325},
timestamp = {Mon, 04 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/0009L0CJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/TianZSZTJ22,
author = {Ye Tian and
Yajie Zhang and
Yansen Su and
Xingyi Zhang and
Kay Chen Tan and
Yaochu Jin},
title = {Balancing Objective Optimization and Constraint Satisfaction in Constrained
Evolutionary Multiobjective Optimization},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {9},
pages = {9559--9572},
year = {2022},
url = {https://doi.org/10.1109/TCYB.2020.3021138},
doi = {10.1109/TCYB.2020.3021138},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/TianZSZTJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WangJH22,
author = {Xinjie Wang and
Yaochu Jin and
Kuangrong Hao},
title = {Computational Modeling of Structural Synaptic Plasticity in Echo State
Networks},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {10},
pages = {11254--11266},
year = {2022},
url = {https://doi.org/10.1109/TCYB.2021.3060466},
doi = {10.1109/TCYB.2021.3060466},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/WangJH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WangYWWJ22,
author = {Sutong Wang and
Yunqiang Yin and
Dujuan Wang and
Yanzhang Wang and
Yaochu Jin},
title = {Interpretability-Based Multimodal Convolutional Neural Networks for
Skin Lesion Diagnosis},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {12},
pages = {12623--12637},
year = {2022},
url = {https://doi.org/10.1109/TCYB.2021.3069920},
doi = {10.1109/TCYB.2021.3069920},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/WangYWWJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/DuSTJQ22,
author = {Wei Du and
Wenjiang Song and
Yang Tang and
Yaochu Jin and
Feng Qian},
title = {Searching for Robustness Intervals in Evolutionary Robust Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {26},
number = {1},
pages = {58--72},
year = {2022},
url = {https://doi.org/10.1109/TEVC.2021.3092343},
doi = {10.1109/TEVC.2021.3092343},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/DuSTJQ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ZhuJ22,
author = {Hangyu Zhu and
Yaochu Jin},
title = {Real-Time Federated Evolutionary Neural Architecture Search},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {26},
number = {2},
pages = {364--378},
year = {2022},
url = {https://doi.org/10.1109/TEVC.2021.3099448},
doi = {10.1109/TEVC.2021.3099448},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/ZhuJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/WangZWJ22,
author = {Xiangyu Wang and
Kai Zhang and
Jian Wang and
Yaochu Jin},
title = {An Enhanced Competitive Swarm Optimizer With Strongly Convex Sparse
Operator for Large-Scale Multiobjective Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {26},
number = {5},
pages = {859--871},
year = {2022},
url = {https://doi.org/10.1109/TEVC.2021.3111209},
doi = {10.1109/TEVC.2021.3111209},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/WangZWJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ZhangJH22,
author = {Haoyu Zhang and
Yaochu Jin and
Kuangrong Hao},
title = {Evolutionary Search for Complete Neural Network Architectures With
Partial Weight Sharing},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {26},
number = {5},
pages = {1072--1086},
year = {2022},
url = {https://doi.org/10.1109/TEVC.2022.3140855},
doi = {10.1109/TEVC.2022.3140855},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/ZhangJH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/YuMJDLZ22,
author = {Guo Yu and
Lianbo Ma and
Yaochu Jin and
Wenli Du and
Qiqi Liu and
Hengmin Zhang},
title = {A Survey on Knee-Oriented Multiobjective Evolutionary Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {26},
number = {6},
pages = {1452--1472},
year = {2022},
url = {https://doi.org/10.1109/TEVC.2022.3144880},
doi = {10.1109/TEVC.2022.3144880},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/YuMJDLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/TianFWCZPTJ22,
author = {Ye Tian and
Yuandong Feng and
Chao Wang and
Ruifen Cao and
Xingyi Zhang and
Xi Pei and
Kay Chen Tan and
Yaochu Jin},
title = {A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm
for Intensity-Modulated Radiotherapy Planning},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {26},
number = {6},
pages = {1511--1525},
year = {2022},
url = {https://doi.org/10.1109/TEVC.2022.3144675},
doi = {10.1109/TEVC.2022.3144675},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/TianFWCZPTJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/XiangTZXJ22,
author = {Xiaoshu Xiang and
Ye Tian and
Xingyi Zhang and
Jianhua Xiao and
Yaochu Jin},
title = {A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic
Vehicle Routing Problems},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {23},
number = {6},
pages = {5275--5286},
year = {2022},
url = {https://doi.org/10.1109/TITS.2021.3052834},
doi = {10.1109/TITS.2021.3052834},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/XiangTZXJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/XuDJHC22,
author = {Jinjin Xu and
Wenli Du and
Yaochu Jin and
Wangli He and
Ran Cheng},
title = {Ternary Compression for Communication-Efficient Federated Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {3},
pages = {1162--1176},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2020.3041185},
doi = {10.1109/TNNLS.2020.3041185},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/XuDJHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YangTHZTJ22,
author = {Shangshang Yang and
Ye Tian and
Cheng He and
Xingyi Zhang and
Kay Chen Tan and
Yaochu Jin},
title = {A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {9},
pages = {4861--4875},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3061630},
doi = {10.1109/TNNLS.2021.3061630},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/YangTHZTJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/NtelemisJT22,
author = {Foivos Ntelemis and
Yaochu Jin and
Spencer Angus Thomas},
title = {Image Clustering Using an Augmented Generative Adversarial Network
and Information Maximization},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {12},
pages = {7461--7474},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3085125},
doi = {10.1109/TNNLS.2021.3085125},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/NtelemisJT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/GuoWGJDC22,
author = {Dan Guo and
Xilu Wang and
Kailai Gao and
Yaochu Jin and
Jinliang Ding and
Tianyou Chai},
title = {Evolutionary Optimization of High-Dimensional Multiobjective and Many-Objective
Expensive Problems Assisted by a Dropout Neural Network},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {52},
number = {4},
pages = {2084--2097},
year = {2022},
url = {https://doi.org/10.1109/TSMC.2020.3044418},
doi = {10.1109/TSMC.2020.3044418},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/GuoWGJDC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LiuLJL22,
author = {Jianchang Liu and
Yuanchao Liu and
Yaochu Jin and
Fei Li},
title = {A Decision Variable Assortment-Based Evolutionary Algorithm for Dominance
Robust Multiobjective Optimization},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {52},
number = {5},
pages = {3360--3375},
year = {2022},
url = {https://doi.org/10.1109/TSMC.2021.3067785},
doi = {10.1109/TSMC.2021.3067785},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/LiuLJL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LiuLJ22,
author = {Yuanchao Liu and
Jianchang Liu and
Yaochu Jin},
title = {Surrogate-Assisted Multipopulation Particle Swarm Optimizer for High-Dimensional
Expensive Optimization},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {52},
number = {7},
pages = {4671--4684},
year = {2022},
url = {https://doi.org/10.1109/TSMC.2021.3102298},
doi = {10.1109/TSMC.2021.3102298},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/LiuLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LiuCJHR22,
author = {Qiqi Liu and
Ran Cheng and
Yaochu Jin and
Martin Heiderich and
Tobias Rodemann},
title = {Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted
Many-Objective Optimization},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {52},
number = {12},
pages = {7760--7773},
year = {2022},
url = {https://doi.org/10.1109/TSMC.2022.3163129},
doi = {10.1109/TSMC.2022.3163129},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/LiuCJHR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/WangXH0JZ22,
author = {Jinbao Wang and
Guoyang Xie and
Yawen Huang and
Yefeng Zheng and
Yaochu Jin and
Feng Zheng},
editor = {Jo{\~{a}}o Magalh{\~{a}}es and
Alberto Del Bimbo and
Shin'ichi Satoh and
Nicu Sebe and
Xavier Alameda{-}Pineda and
Qin Jin and
Vincent Oria and
Laura Toni},
title = {FedMed-ATL: Misaligned Unpaired Cross-Modality Neuroimage Synthesis
via Affine Transform Loss},
booktitle = {{MM} '22: The 30th {ACM} International Conference on Multimedia, Lisboa,
Portugal, October 10 - 14, 2022},
pages = {1522--1531},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3503161.3547762},
doi = {10.1145/3503161.3547762},
timestamp = {Fri, 14 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/WangXH0JZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HongJT22,
author = {Yitian Hong and
Yaochu Jin and
Yang Tang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement
Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/d112fdd31c830900d1f2e4ccebffb54f-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HongJT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icis2/2022,
editor = {Zhongzhi Shi and
Yaochu Jin and
Xiangrong Zhang},
title = {Intelligence Science {IV} - 5th {IFIP} {TC} 12 International Conference,
{ICIS} 2022, Xi'an, China, October 28-31, 2022, Proceedings},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {659},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-14903-0},
doi = {10.1007/978-3-031-14903-0},
isbn = {978-3-031-14902-3},
timestamp = {Thu, 12 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icis2/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08953,
author = {Guoyang Xie and
Jinbao Wang and
Yawen Huang and
Yefeng Zheng and
Feng Zheng and
Jingkuan Song and
Yaochu Jin},
title = {FedMed-GAN: Federated Multi-Modal Unsupervised Brain Image Synthesis},
journal = {CoRR},
volume = {abs/2201.08953},
year = {2022},
url = {https://arxiv.org/abs/2201.08953},
eprinttype = {arXiv},
eprint = {2201.08953},
timestamp = {Thu, 03 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08953.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12589,
author = {Guoyang Xie and
Jinbao Wang and
Yawen Huang and
Yefeng Zheng and
Feng Zheng and
Yaochu Jin},
title = {FedMed-ATL: Misaligned Unpaired Brain Image Synthesis via Affine Transform
Loss},
journal = {CoRR},
volume = {abs/2201.12589},
year = {2022},
url = {https://arxiv.org/abs/2201.12589},
eprinttype = {arXiv},
eprint = {2201.12589},
timestamp = {Thu, 03 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06914,
author = {Foivos Ntelemis and
Yaochu Jin and
Spencer Angus Thomas},
title = {A Generic Self-Supervised Framework of Learning Invariant Discriminative
Features},
journal = {CoRR},
volume = {abs/2202.06914},
year = {2022},
url = {https://arxiv.org/abs/2202.06914},
eprinttype = {arXiv},
eprint = {2202.06914},
timestamp = {Fri, 15 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06914.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06997,
author = {Guoyang Xie and
Jinbao Wang and
Yawen Huang and
Yefeng Zheng and
Feng Zheng and
Yaochu Jin},
title = {A Survey of Cross-Modality Brain Image Synthesis},
journal = {CoRR},
volume = {abs/2202.06997},
year = {2022},
url = {https://arxiv.org/abs/2202.06997},
eprinttype = {arXiv},
eprint = {2202.06997},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-07006,
author = {Xi Jiang and
Guoyang Xie and
Jinbao Wang and
Yong Liu and
Chengjie Wang and
Feng Zheng and
Yaochu Jin},
title = {A Survey of Visual Sensory Anomaly Detection},
journal = {CoRR},
volume = {abs/2202.07006},
year = {2022},
url = {https://arxiv.org/abs/2202.07006},
eprinttype = {arXiv},
eprint = {2202.07006},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-07006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01520,
author = {Shiqing Liu and
Haoyu Zhang and
Yaochu Jin},
title = {A Survey on Surrogate-assisted Efficient Neural Architecture Search},
journal = {CoRR},
volume = {abs/2206.01520},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01520},
doi = {10.48550/ARXIV.2206.01520},
eprinttype = {arXiv},
eprint = {2206.01520},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01520.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03301,
author = {Xilu Wang and
Yaochu Jin and
Sebastian Schmitt and
Markus Olhofer},
title = {Recent Advances in Bayesian Optimization},
journal = {CoRR},
volume = {abs/2206.03301},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03301},
doi = {10.48550/ARXIV.2206.03301},
eprinttype = {arXiv},
eprint = {2206.03301},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03301.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05321,
author = {Jia Liu and
Ran Cheng and
Yaochu Jin},
title = {Bi-fidelity Evolutionary Multiobjective Search for Adversarially Robust
Deep Neural Architectures},
journal = {CoRR},
volume = {abs/2207.05321},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05321},
doi = {10.48550/ARXIV.2207.05321},
eprinttype = {arXiv},
eprint = {2207.05321},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-12138,
author = {Guo Yu and
Lianbo Ma and
Wei Du and
Wenli Du and
Yaochu Jin},
title = {Towards Fairness-Aware Multi-Objective Optimization},
journal = {CoRR},
volume = {abs/2207.12138},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.12138},
doi = {10.48550/ARXIV.2207.12138},
eprinttype = {arXiv},
eprint = {2207.12138},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-12138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-04321,
author = {Zhichao Lu and
Ran Cheng and
Yaochu Jin and
Kay Chen Tan and
Kalyanmoy Deb},
title = {Neural Architecture Search as Multiobjective Optimization Benchmarks:
Problem Formulation and Performance Assessment},
journal = {CoRR},
volume = {abs/2208.04321},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.04321},
doi = {10.48550/ARXIV.2208.04321},
eprinttype = {arXiv},
eprint = {2208.04321},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-04321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10658,
author = {Nan Li and
Lianbo Ma and
Guo Yu and
Bing Xue and
Mengjie Zhang and
Yaochu Jin},
title = {Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications
and Open Issues},
journal = {CoRR},
volume = {abs/2208.10658},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10658},
doi = {10.48550/ARXIV.2208.10658},
eprinttype = {arXiv},
eprint = {2208.10658},
timestamp = {Mon, 13 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10658.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-12217,
author = {Xilu Wang and
Yaochu Jin and
Sebastian Schmitt and
Markus Olhofer},
title = {Alleviating Search Bias in Bayesian Evolutionary Optimization with
Many Heterogeneous Objectives},
journal = {CoRR},
volume = {abs/2208.12217},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.12217},
doi = {10.48550/ARXIV.2208.12217},
eprinttype = {arXiv},
eprint = {2208.12217},
timestamp = {Tue, 30 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-12217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09640,
author = {Yitian Hong and
Yaochu Jin and
Yang Tang},
title = {Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2209.09640},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.09640},
doi = {10.48550/ARXIV.2209.09640},
eprinttype = {arXiv},
eprint = {2209.09640},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-09640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08295,
author = {Qiqi Liu and
Yuping Yan and
P{\'{e}}ter Ligeti and
Yaochu Jin},
title = {A Secure Federated Data-Driven Evolutionary Multi-objective Optimization
Algorithm},
journal = {CoRR},
volume = {abs/2210.08295},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08295},
doi = {10.48550/ARXIV.2210.08295},
eprinttype = {arXiv},
eprint = {2210.08295},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08295.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15220,
author = {Shiqing Liu and
Xueming Yan and
Yaochu Jin},
title = {End-to-End Pareto Set Prediction with Graph Neural Networks for Multi-objective
Facility Location},
journal = {CoRR},
volume = {abs/2210.15220},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.15220},
doi = {10.48550/ARXIV.2210.15220},
eprinttype = {arXiv},
eprint = {2210.15220},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-15220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-11281,
author = {Shiqiang Zhu and
Ting Yu and
Tao Xu and
Hongyang Chen and
Schahram Dustdar and
Sylvain Gigan and
Deniz G{\"{u}}nd{\"{u}}z and
Ekram Hossain and
Yaochu Jin and
Feng Lin and
Bo Liu and
Zhiguo Wan and
Ji Zhang and
Zhifeng Zhao and
Wentao Zhu and
Zuoning Chen and
Tariq Durrani and
Huaimin Wang and
Jiangxing Wu and
Tongyi Zhang and
Yunhe Pan},
title = {Intelligent Computing: The Latest Advances, Challenges and Future},
journal = {CoRR},
volume = {abs/2211.11281},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.11281},
doi = {10.48550/ARXIV.2211.11281},
eprinttype = {arXiv},
eprint = {2211.11281},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-11281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/ChenLWJCKSS21,
author = {Huaming Chen and
Fuyi Li and
Lei Wang and
Yaochu Jin and
Chi{-}Hung Chi and
Lukasz A. Kurgan and
Jiangning Song and
Jun Shen},
title = {Systematic evaluation of machine learning methods for identifying
human-pathogen protein-protein interactions},
journal = {Briefings Bioinform.},
volume = {22},
number = {3},
year = {2021},
url = {https://doi.org/10.1093/bib/bbaa068},
doi = {10.1093/BIB/BBAA068},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/ChenLWJCKSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeCTJOA21,
author = {Haibo He and
Carlos A. Coello Coello and
Julian Togelius and
Yaochu Jin and
Yew{-}Soon Ong and
Hussein A. Abbass},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {16},
number = {1},
pages = {18--20},
year = {2021},
url = {https://doi.org/10.1109/MCI.2020.3039065},
doi = {10.1109/MCI.2020.3039065},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/HeCTJOA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/WangFJD21,
author = {Handing Wang and
Liang Feng and
Yaochu Jin and
John Doherty},
title = {Surrogate-Assisted Evolutionary Multitasking for Expensive Minimax
Optimization in Multiple Scenarios},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {16},
number = {1},
pages = {34--48},
year = {2021},
url = {https://doi.org/10.1109/MCI.2020.3039067},
doi = {10.1109/MCI.2020.3039067},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/WangFJD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGCTJOA21,
author = {Haibo He and
Jon Garibaldi and
Carlos A. Coello Coello and
Julian Togelius and
Yaochu Jin and
Yew{-}Soon Ong and
Hussein A. Abbass},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {16},
number = {2},
pages = {11--76},
year = {2021},
url = {https://doi.org/10.1109/MCI.2021.3061853},
doi = {10.1109/MCI.2021.3061853},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/HeGCTJOA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGCTJOA21a,
author = {Haibo He and
Jon Garibaldi and
Carlos A. Coello Coello and
Julian Togelius and
Yaochu Jin and
Yew{-}Soon Ong and
Hussein A. Abbass},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {16},
number = {3},
pages = {5--7, 94},
year = {2021},
url = {https://doi.org/10.1109/MCI.2021.3084390},
doi = {10.1109/MCI.2021.3084390},
timestamp = {Mon, 26 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/HeGCTJOA21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGCTJOA21b,
author = {Haibo He and
Jon Garibaldi and
Carlos A. Coello Coello and
Julian Togelius and
Yaochu Jin and
Yew{-}Soon Ong and
Hussein A. Abbass},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {16},
number = {4},
pages = {14--16},
year = {2021},
url = {https://doi.org/10.1109/MCI.2021.3108300},
doi = {10.1109/MCI.2021.3108300},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/HeGCTJOA21b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/FengWOTJ21,
author = {Liang Feng and
Handing Wang and
Yew{-}Soon Ong and
Kay Chen Tan and
Yaochu Jin},
title = {[Guest Editorial]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {16},
number = {4},
pages = {17--18},
year = {2021},
url = {https://doi.org/10.1109/MCI.2021.3108301},
doi = {10.1109/MCI.2021.3108301},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/FengWOTJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/LiuLJJ21,
author = {Ruochen Liu and
Jianxia Li and
Yaochu Jin and
Licheng Jiao},
title = {A Self-Adaptive Response Strategy for Dynamic Multiobjective Evolutionary
Optimization Based on Objective Space Decomposition},
journal = {Evol. Comput.},
volume = {29},
number = {4},
pages = {491--519},
year = {2021},
url = {https://doi.org/10.1162/evco\_a\_00289},
doi = {10.1162/EVCO\_A\_00289},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/LiuLJJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieeejas/HuaLHJ21,
author = {Yicun Hua and
Qiqi Liu and
Kuangrong Hao and
Yaochu Jin},
title = {A Survey of Evolutionary Algorithms for Multi-Objective Optimization
Problems With Irregular Pareto Fronts},
journal = {{IEEE} {CAA} J. Autom. Sinica},
volume = {8},
number = {2},
pages = {303--318},
year = {2021},
url = {https://doi.org/10.1109/JAS.2021.1003817},
doi = {10.1109/JAS.2021.1003817},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ieeejas/HuaLHJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangJH21,
author = {Xinjie Wang and
Yaochu Jin and
Kuangrong Hao},
title = {Synergies between synaptic and intrinsic plasticity in echo state
networks},
journal = {Neurocomputing},
volume = {432},
pages = {32--43},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2020.12.007},
doi = {10.1016/J.NEUCOM.2020.12.007},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/WangJH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiuJ21a,
author = {Jia Liu and
Yaochu Jin},
title = {Multi-objective search of robust neural architectures against multiple
types of adversarial attacks},
journal = {Neurocomputing},
volume = {453},
pages = {73--84},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2021.04.111},
doi = {10.1016/J.NEUCOM.2021.04.111},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LiuJ21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhouTLJYY21,
author = {Xiaojun Zhou and
Jituo Tian and
Jianpeng Long and
Yaochu Jin and
Guo Yu and
Chunhua Yang},
title = {A fast constrained state transition algorithm},
journal = {Neurocomputing},
volume = {455},
pages = {202--214},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2021.05.053},
doi = {10.1016/J.NEUCOM.2021.05.053},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ZhouTLJYY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhuWJLN21,
author = {Hangyu Zhu and
Rui Wang and
Yaochu Jin and
Kaitai Liang and
Jianting Ning},
title = {Distributed additive encryption and quantization for privacy preserving
federated deep learning},
journal = {Neurocomputing},
volume = {463},
pages = {309--327},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2021.08.062},
doi = {10.1016/J.NEUCOM.2021.08.062},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhuWJLN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhuXLJ21,
author = {Hangyu Zhu and
Jinjin Xu and
Shiqing Liu and
Yaochu Jin},
title = {Federated learning on non-IID data: {A} survey},
journal = {Neurocomputing},
volume = {465},
pages = {371--390},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2021.07.098},
doi = {10.1016/J.NEUCOM.2021.07.098},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ZhuXLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/WangSZFJ21,
author = {Hao Wang and
Chaoli Sun and
Guochen Zhang and
Jonathan E. Fieldsend and
Yaochu Jin},
title = {Non-dominated sorting on performance indicators for evolutionary many-objective
optimization},
journal = {Inf. Sci.},
volume = {551},
pages = {23--38},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.11.008},
doi = {10.1016/J.INS.2020.11.008},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/WangSZFJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/WangJSOA21,
author = {Xilu Wang and
Yaochu Jin and
Sebastian Schmitt and
Markus Olhofer and
Richard Allmendinger},
title = {Transfer learning based surrogate assisted evolutionary bi-objective
optimization for objectives with different evaluation times},
journal = {Knowl. Based Syst.},
volume = {227},
pages = {107190},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107190},
doi = {10.1016/J.KNOSYS.2021.107190},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/WangJSOA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/XuJDG21,
author = {Jinjin Xu and
Yaochu Jin and
Wenli Du and
Sai Gu},
title = {A federated data-driven evolutionary algorithm},
journal = {Knowl. Based Syst.},
volume = {233},
pages = {107532},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107532},
doi = {10.1016/J.KNOSYS.2021.107532},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/XuJDG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/WangYWLWJ21,
author = {Sutong Wang and
Yunqiang Yin and
Dujuan Wang and
Zehui Lv and
Yanzhang Wang and
Yaochu Jin},
title = {An interpretable deep neural network for colorectal polyp diagnosis
under colonoscopy},
journal = {Knowl. Based Syst.},
volume = {234},
pages = {107568},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107568},
doi = {10.1016/J.KNOSYS.2021.107568},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/WangYWLWJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/HuangWJ21,
author = {Pengfei Huang and
Handing Wang and
Yaochu Jin},
title = {Offline data-driven evolutionary optimization based on tri-training},
journal = {Swarm Evol. Comput.},
volume = {60},
pages = {100800},
year = {2021},
url = {https://doi.org/10.1016/j.swevo.2020.100800},
doi = {10.1016/J.SWEVO.2020.100800},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/swevo/HuangWJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tamd/ShiraziJ21,
author = {Ataollah Ramezan Shirazi and
Yaochu Jin},
title = {Regulated Morphogen Gradients for Target Surrounding and Adaptive
Shape Formation},
journal = {{IEEE} Trans. Cogn. Dev. Syst.},
volume = {13},
number = {4},
pages = {818--826},
year = {2021},
url = {https://doi.org/10.1109/TCDS.2020.2984087},
doi = {10.1109/TCDS.2020.2984087},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tamd/ShiraziJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WangLJ21,
author = {Shuai Wang and
Jing Liu and
Yaochu Jin},
title = {Finding Influential Nodes in Multiplex Networks Using a Memetic Algorithm},
journal = {{IEEE} Trans. Cybern.},
volume = {51},
number = {2},
pages = {900--912},
year = {2021},
url = {https://doi.org/10.1109/TCYB.2019.2917059},
doi = {10.1109/TCYB.2019.2917059},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/WangLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/TianLZTJ21,
author = {Ye Tian and
Chang Lu and
Xingyi Zhang and
Kay Chen Tan and
Yaochu Jin},
title = {Solving Large-Scale Multiobjective Optimization Problems With Sparse
Optimal Solutions via Unsupervised Neural Networks},
journal = {{IEEE} Trans. Cybern.},
volume = {51},
number = {6},
pages = {3115--3128},
year = {2021},
url = {https://doi.org/10.1109/TCYB.2020.2979930},
doi = {10.1109/TCYB.2020.2979930},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/TianLZTJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/HeHCTJ21,
author = {Cheng He and
Shihua Huang and
Ran Cheng and
Kay Chen Tan and
Yaochu Jin},
title = {Evolutionary Multiobjective Optimization Driven by Generative Adversarial
Networks (GANs)},
journal = {{IEEE} Trans. Cybern.},
volume = {51},
number = {6},
pages = {3129--3142},
year = {2021},
url = {https://doi.org/10.1109/TCYB.2020.2985081},
doi = {10.1109/TCYB.2020.2985081},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/HeHCTJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/TianZXZJ21,
author = {Ye Tian and
Tao Zhang and
Jianhua Xiao and
Xingyi Zhang and
Yaochu Jin},
title = {A Coevolutionary Framework for Constrained Multiobjective Optimization
Problems},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {25},
number = {1},
pages = {102--116},
year = {2021},
url = {https://doi.org/10.1109/TEVC.2020.3004012},
doi = {10.1109/TEVC.2020.3004012},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/TianZXZJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/YuJO21,
author = {Guo Yu and
Yaochu Jin and
Markus Olhofer},
title = {A Multiobjective Evolutionary Algorithm for Finding Knee Regions Using
Two Localized Dominance Relationships},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {25},
number = {1},
pages = {145--158},
year = {2021},
url = {https://doi.org/10.1109/TEVC.2020.3008877},
doi = {10.1109/TEVC.2020.3008877},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/YuJO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ZhangJCH21,
author = {Haoyu Zhang and
Yaochu Jin and
Ran Cheng and
Kuangrong Hao},
title = {Efficient Evolutionary Search of Attention Convolutional Networks
via Sampled Training and Node Inheritance},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {25},
number = {2},
pages = {371--385},
year = {2021},
url = {https://doi.org/10.1109/TEVC.2020.3040272},
doi = {10.1109/TEVC.2020.3040272},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/ZhangJCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/TianLZMTJ21,
author = {Ye Tian and
Ruchen Liu and
Xingyi Zhang and
Haiping Ma and
Kay Chen Tan and
Yaochu Jin},
title = {A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal
Multiobjective Optimization Problems},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {25},
number = {3},
pages = {405--418},
year = {2021},
url = {https://doi.org/10.1109/TEVC.2020.3044711},
doi = {10.1109/TEVC.2020.3044711},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/TianLZMTJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/WangLJ21,
author = {Shuai Wang and
Jing Liu and
Yaochu Jin},
title = {A Computationally Efficient Evolutionary Algorithm for Multiobjective
Network Robustness Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {25},
number = {3},
pages = {419--432},
year = {2021},
url = {https://doi.org/10.1109/TEVC.2020.3048174},
doi = {10.1109/TEVC.2020.3048174},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/WangLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/HeCTZTJ21,
author = {Cheng He and
Ran Cheng and
Ye Tian and
Xingyi Zhang and
Kay Chen Tan and
Yaochu Jin},
title = {Paired Offspring Generation for Constrained Large-Scale Multiobjective
Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {25},
number = {3},
pages = {448--462},
year = {2021},
url = {https://doi.org/10.1109/TEVC.2020.3047835},
doi = {10.1109/TEVC.2020.3047835},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/HeCTZTJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/YazdaniCYBJY21,
author = {Danial Yazdani and
Ran Cheng and
Donya Yazdani and
J{\"{u}}rgen Branke and
Yaochu Jin and
Xin Yao},
title = {A Survey of Evolutionary Continuous Dynamic Optimization Over Two
Decades - Part {A}},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {25},
number = {4},
pages = {609--629},
year = {2021},
url = {https://doi.org/10.1109/TEVC.2021.3060014},
doi = {10.1109/TEVC.2021.3060014},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/YazdaniCYBJY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/YazdaniCYBJY21a,
author = {Danial Yazdani and
Ran Cheng and
Donya Yazdani and
J{\"{u}}rgen Branke and
Yaochu Jin and
Xin Yao},
title = {A Survey of Evolutionary Continuous Dynamic Optimization Over Two
Decades - Part {B}},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {25},
number = {4},
pages = {630--650},
year = {2021},
url = {https://doi.org/10.1109/TEVC.2021.3060012},
doi = {10.1109/TEVC.2021.3060012},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/YazdaniCYBJY21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/QinSJTF21,
author = {Shufen Qin and
Chaoli Sun and
Yaochu Jin and
Ying Tan and
Jonathan E. Fieldsend},
title = {Large-Scale Evolutionary Multiobjective Optimization Assisted by Directed
Sampling},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {25},
number = {4},
pages = {724--738},
year = {2021},
url = {https://doi.org/10.1109/TEVC.2021.3063606},
doi = {10.1109/TEVC.2021.3063606},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/QinSJTF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/SongWHJ21,
author = {Zhenshou Song and
Handing Wang and
Cheng He and
Yaochu Jin},
title = {A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive
Many-Objective Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {25},
number = {6},
pages = {1013--1027},
year = {2021},
url = {https://doi.org/10.1109/TEVC.2021.3073648},
doi = {10.1109/TEVC.2021.3073648},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/SongWHJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/KuuttiBJBF21,
author = {Sampo Kuutti and
Richard Bowden and
Yaochu Jin and
Phil Barber and
Saber Fallah},
title = {A Survey of Deep Learning Applications to Autonomous Vehicle Control},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {22},
number = {2},
pages = {712--733},
year = {2021},
url = {https://doi.org/10.1109/TITS.2019.2962338},
doi = {10.1109/TITS.2019.2962338},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/KuuttiBJBF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/QianJQS21,
author = {Feng Qian and
Yaochu Jin and
Si{-}Zhao Joe Qin and
Kai Sundmacher},
title = {Guest Editorial Special Issue on Deep Integration of Artificial Intelligence
and Data Science for Process Manufacturing},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {8},
pages = {3294--3295},
year = {2021},
url = {https://doi.org/10.1109/TNNLS.2021.3092896},
doi = {10.1109/TNNLS.2021.3092896},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/QianJQS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/ChenCPJ21,
author = {Huangke Chen and
Ran Cheng and
Witold Pedrycz and
Yaochu Jin},
title = {Solving Many-Objective Optimization Problems via Multistage Evolutionary
Search},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {51},
number = {6},
pages = {3552--3564},
year = {2021},
url = {https://doi.org/10.1109/TSMC.2019.2930737},
doi = {10.1109/TSMC.2019.2930737},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/ChenCPJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/XuFGMJZW21,
author = {Jiacheng Xu and
Zhijun Fang and
Yongbin Gao and
Siwei Ma and
Yaochu Jin and
Heng Zhou and
Anjie Wang},
editor = {Ali Bilgin and
Michael W. Marcellin and
Joan Serra{-}Sagrist{\`{a}} and
James A. Storer},
title = {Point {AE-DCGAN:} {A} deep learning model for 3D point cloud lossy
geometry compression},
booktitle = {31st Data Compression Conference, {DCC} 2021, Snowbird, UT, USA, March
23-26, 2021},
pages = {379},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DCC50243.2021.00085},
doi = {10.1109/DCC50243.2021.00085},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dcc/XuFGMJZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iotbd/Jin21,
author = {Yaochu Jin},
editor = {Gary B. Wills and
P{\'{e}}ter Kacsuk and
Victor Chang},
title = {Multi-objective Evolutionary Federated Learning},
booktitle = {Proceedings of the 6th International Conference on Internet of Things,
Big Data and Security, IoTBDS 2021, Online Streaming, April 23-25,
2021},
pages = {5},
publisher = {{SCITEPRESS}},
year = {2021},
timestamp = {Mon, 31 May 2021 12:07:54 +0200},
biburl = {https://dblp.org/rec/conf/iotbd/Jin21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/BissaroJC21,
author = {Lucas Z. Bissaro and
Yaochu Jin and
Murillo G. Carneiro},
editor = {Chih{-}Cheng Hung and
Jiman Hong and
Alessio Bechini and
Eunjee Song},
title = {Regular echo state networks: simple and accurate reservoir models
to real-world applications},
booktitle = {{SAC} '21: The 36th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
Event, Republic of Korea, March 22-26, 2021},
pages = {1063--1069},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3412841.3441983},
doi = {10.1145/3412841.3441983},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/BissaroJC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ncs/ZhuJ21,
author = {Hangyu Zhu and
Yaochu Jin},
editor = {Nelishia Pillay and
Rong Qu},
title = {Toward Real-Time Federated Evolutionary Neural Architecture Search},
booktitle = {Automated Design of Machine Learning and Search Algorithms},
series = {Natural Computing Series},
pages = {133--147},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-72069-8\_8},
doi = {10.1007/978-3-030-72069-8\_8},
timestamp = {Wed, 25 May 2022 14:13:48 +0200},
biburl = {https://dblp.org/rec/series/ncs/ZhuJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-03526,
author = {Yan Xiao and
Yaochu Jin and
Kuangrong Hao},
title = {Adaptive Prototypical Networks with Label Words and Joint Representation
Learning for Few-Shot Relation Classification},
journal = {CoRR},
volume = {abs/2101.03526},
year = {2021},
url = {https://arxiv.org/abs/2101.03526},
eprinttype = {arXiv},
eprint = {2101.03526},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-03526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06507,
author = {Jia Liu and
Yaochu Jin},
title = {Multi-objective Search of Robust Neural Architectures against Multiple
Types of Adversarial Attacks},
journal = {CoRR},
volume = {abs/2101.06507},
year = {2021},
url = {https://arxiv.org/abs/2101.06507},
eprinttype = {arXiv},
eprint = {2101.06507},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-06507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-08288,
author = {Jinjin Xu and
Yaochu Jin and
Wenli Du and
Sai Gu},
title = {A Federated Data-Driven Evolutionary Algorithm},
journal = {CoRR},
volume = {abs/2102.08288},
year = {2021},
url = {https://arxiv.org/abs/2102.08288},
eprinttype = {arXiv},
eprint = {2102.08288},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-08288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00363,
author = {Guoyang Xie and
Jinbao Wang and
Guo Yu and
Feng Zheng and
Yaochu Jin},
title = {Tiny Adversarial Mulit-Objective Oneshot Neural Architecture Search},
journal = {CoRR},
volume = {abs/2103.00363},
year = {2021},
url = {https://arxiv.org/abs/2103.00363},
eprinttype = {arXiv},
eprint = {2103.00363},
timestamp = {Sat, 30 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00363.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-07368,
author = {Foivos Ntelemis and
Yaochu Jin and
Spencer Angus Thomas},
title = {Information Maximization Clustering via Multi-View Self-Labelling},
journal = {CoRR},
volume = {abs/2103.07368},
year = {2021},
url = {https://arxiv.org/abs/2103.07368},
eprinttype = {arXiv},
eprint = {2103.07368},
timestamp = {Fri, 15 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-07368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-10657,
author = {Ye Tian and
Xingyi Zhang and
Cheng He and
Kay Chen Tan and
Yaochu Jin},
title = {Principled Design of Translation, Scale, and Rotation Invariant Variation
Operators for Metaheuristics},
journal = {CoRR},
volume = {abs/2105.10657},
year = {2021},
url = {https://arxiv.org/abs/2105.10657},
eprinttype = {arXiv},
eprint = {2105.10657},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-10657.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06843,
author = {Hangyu Zhu and
Jinjin Xu and
Shiqing Liu and
Yaochu Jin},
title = {Federated Learning on Non-IID Data: {A} Survey},
journal = {CoRR},
volume = {abs/2106.06843},
year = {2021},
url = {https://arxiv.org/abs/2106.06843},
eprinttype = {arXiv},
eprint = {2106.06843},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12086,
author = {Jinjin Xu and
Yaochu Jin and
Wenli Du},
title = {A Federated Data-Driven Evolutionary Algorithm for Expensive Multi/Many-objective
Optimization},
journal = {CoRR},
volume = {abs/2106.12086},
year = {2021},
url = {https://arxiv.org/abs/2106.12086},
eprinttype = {arXiv},
eprint = {2106.12086},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11444,
author = {Hangyu Zhu and
Rui Wang and
Yaochu Jin and
Kaitai Liang},
title = {{PIVODL:} Privacy-preserving vertical federated learning over distributed
labels},
journal = {CoRR},
volume = {abs/2108.11444},
year = {2021},
url = {https://arxiv.org/abs/2108.11444},
eprinttype = {arXiv},
eprint = {2108.11444},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-11444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-13339,
author = {Xilu Wang and
Yaochu Jin and
Sebastian Schmitt and
Markus Olhofer},
title = {Transfer Learning Based Co-surrogate Assisted Evolutionary Bi-objective
Optimization for Objectives with Non-uniform Evaluation Times},
journal = {CoRR},
volume = {abs/2108.13339},
year = {2021},
url = {https://arxiv.org/abs/2108.13339},
eprinttype = {arXiv},
eprint = {2108.13339},
timestamp = {Fri, 03 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-13339.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/WangWWYWJ20,
author = {Sutong Wang and
Yuyan Wang and
Dujuan Wang and
Yunqiang Yin and
Yanzhang Wang and
Yaochu Jin},
title = {An improved random forest-based rule extraction method for breast
cancer diagnosis},
journal = {Appl. Soft Comput.},
volume = {86},
year = {2020},
url = {https://doi.org/10.1016/j.asoc.2019.105941},
doi = {10.1016/J.ASOC.2019.105941},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/WangWWYWJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/WangJYJ20,
author = {Handing Wang and
Yaochu Jin and
Cuie Yang and
Licheng Jiao},
title = {Transfer stacking from low-to high-fidelity: {A} surrogate-assisted
bi-fidelity evolutionary algorithm},
journal = {Appl. Soft Comput.},
volume = {92},
pages = {106276},
year = {2020},
url = {https://doi.org/10.1016/j.asoc.2020.106276},
doi = {10.1016/J.ASOC.2020.106276},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/WangJYJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGTTJO20,
author = {Haibo He and
Jon Garibaldi and
Kay Chen Tan and
Julian Togelius and
Yaochu Jin and
Yew{-}Soon Ong},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {15},
number = {1},
pages = {19--21},
year = {2020},
url = {https://doi.org/10.1109/MCI.2019.2954638},
doi = {10.1109/MCI.2019.2954638},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/HeGTTJO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGTTJO20a,
author = {Haibo He and
Jon Garibaldi and
Kay Chen Tan and
Julian Togelius and
Yaochu Jin and
Yew{-}Soon Ong},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {15},
number = {2},
pages = {11--13},
year = {2020},
url = {https://doi.org/10.1109/MCI.2020.2976181},
doi = {10.1109/MCI.2020.2976181},
timestamp = {Mon, 27 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/HeGTTJO20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/WangLJ20,
author = {Shuai Wang and
Jing Liu and
Yaochu Jin},
title = {Robust Structural Balance in Signed Networks Using a Multiobjective
Evolutionary Algorithm},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {15},
number = {2},
pages = {24--35},
year = {2020},
url = {https://doi.org/10.1109/MCI.2020.2976183},
doi = {10.1109/MCI.2020.2976183},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/WangLJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGTTJO20b,
author = {Haibo He and
Jon Garibaldi and
Kay Chen Tan and
Julian Togelius and
Yaochu Jin and
Yew{-}Soon Ong},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {15},
number = {3},
pages = {12--14},
year = {2020},
url = {https://doi.org/10.1109/MCI.2020.2998230},
doi = {10.1109/MCI.2020.2998230},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/HeGTTJO20b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGTTJO20c,
author = {Haibo He and
Jon Garibaldi and
Kay Chen Tan and
Julian Togelius and
Yaochu Jin and
Yew{-}Soon Ong},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {15},
number = {4},
pages = {5--7},
year = {2020},
url = {https://doi.org/10.1109/MCI.2020.3019871},
doi = {10.1109/MCI.2020.3019871},
timestamp = {Wed, 28 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/HeGTTJO20c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhouJD20,
author = {Yan Zhou and
Yaochu Jin and
Jinliang Ding},
title = {Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures
in Liquid State Machines},
journal = {Neurocomputing},
volume = {406},
pages = {12--23},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2020.04.079},
doi = {10.1016/J.NEUCOM.2020.04.079},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhouJD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/WangJSO20,
author = {Xilu Wang and
Yaochu Jin and
Sebastian Schmitt and
Markus Olhofer},
title = {An adaptive Bayesian approach to surrogate-assisted evolutionary multi-objective
optimization},
journal = {Inf. Sci.},
volume = {519},
pages = {317--331},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2020.01.048},
doi = {10.1016/J.INS.2020.01.048},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/WangJSO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiuLJLZ20,
author = {Yuanchao Liu and
Jianchang Liu and
Yaochu Jin and
Fei Li and
Tianzi Zheng},
title = {An affinity propagation clustering based particle swarm optimizer
for dynamic optimization},
journal = {Knowl. Based Syst.},
volume = {195},
pages = {105711},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.105711},
doi = {10.1016/J.KNOSYS.2020.105711},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LiuLJLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/HuangJH20,
author = {Yuanjun Huang and
Yaochu Jin and
Kuangrong Hao},
title = {Decision-making and multi-objectivization for cost sensitive robust
optimization over time},
journal = {Knowl. Based Syst.},
volume = {199},
pages = {105857},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.105857},
doi = {10.1016/J.KNOSYS.2020.105857},
timestamp = {Fri, 10 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/HuangJH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ChenJS20,
author = {Yang Chen and
Yaochu Jin and
Xiaoyan Sun},
title = {Language model based interactive estimation of distribution algorithm},
journal = {Knowl. Based Syst.},
volume = {200},
pages = {105980},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.105980},
doi = {10.1016/J.KNOSYS.2020.105980},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ChenJS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiaoSZJ20,
author = {Peng Liao and
Chaoli Sun and
Guochen Zhang and
Yaochu Jin},
title = {Multi-surrogate multi-tasking optimization of expensive problems},
journal = {Knowl. Based Syst.},
volume = {205},
pages = {106262},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.106262},
doi = {10.1016/J.KNOSYS.2020.106262},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/LiaoSZJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/TianPZRTJ20,
author = {Ye Tian and
Shichen Peng and
Xingyi Zhang and
Tobias Rodemann and
Kay Chen Tan and
Yaochu Jin},
title = {A Recommender System for Metaheuristic Algorithms for Continuous Optimization
Based on Deep Recurrent Neural Networks},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {1},
number = {1},
pages = {5--18},
year = {2020},
url = {https://doi.org/10.1109/TAI.2020.3022339},
doi = {10.1109/TAI.2020.3022339},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tai/TianPZRTJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/YangDJH20,
author = {Zhen Yang and
Yongsheng Ding and
Yaochu Jin and
Kuangrong Hao},
title = {Immune-Endocrine System Inspired Hierarchical Coevolutionary Multiobjective
Optimization Algorithm for IoT Service},
journal = {{IEEE} Trans. Cybern.},
volume = {50},
number = {1},
pages = {164--177},
year = {2020},
url = {https://doi.org/10.1109/TCYB.2018.2866527},
doi = {10.1109/TCYB.2018.2866527},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/YangDJH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WangJ20,
author = {Handing Wang and
Yaochu Jin},
title = {A Random Forest-Assisted Evolutionary Algorithm for Data-Driven Constrained
Multiobjective Combinatorial Optimization of Trauma Systems},
journal = {{IEEE} Trans. Cybern.},
volume = {50},
number = {2},
pages = {536--549},
year = {2020},
url = {https://doi.org/10.1109/TCYB.2018.2869674},
doi = {10.1109/TCYB.2018.2869674},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/WangJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/ZhangZPZZJ20,
author = {Xingyi Zhang and
Kefei Zhou and
Hebin Pan and
Lei Zhang and
Xiangxiang Zeng and
Yaochu Jin},
title = {A Network Reduction-Based Multiobjective Evolutionary Algorithm for
Community Detection in Large-Scale Complex Networks},
journal = {{IEEE} Trans. Cybern.},
volume = {50},
number = {2},
pages = {703--716},
year = {2020},
url = {https://doi.org/10.1109/TCYB.2018.2871673},
doi = {10.1109/TCYB.2018.2871673},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/ZhangZPZZJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/TianZCHJ20,
author = {Ye Tian and
Xingyi Zhang and
Ran Cheng and
Cheng He and
Yaochu Jin},
title = {Guiding Evolutionary Multiobjective Optimization With Generic Front
Modeling},
journal = {{IEEE} Trans. Cybern.},
volume = {50},
number = {3},
pages = {1106--1119},
year = {2020},
url = {https://doi.org/10.1109/TCYB.2018.2883914},
doi = {10.1109/TCYB.2018.2883914},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/TianZCHJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/YuJO20,
author = {Guo Yu and
Yaochu Jin and
Markus Olhofer},
title = {Benchmark Problems and Performance Indicators for Search of Knee Points
in Multiobjective Optimization},
journal = {{IEEE} Trans. Cybern.},
volume = {50},
number = {8},
pages = {3531--3544},
year = {2020},
url = {https://doi.org/10.1109/TCYB.2019.2894664},
doi = {10.1109/TCYB.2019.2894664},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/YuJO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/TianZZJ20,
author = {Ye Tian and
Xiutao Zheng and
Xingyi Zhang and
Yaochu Jin},
title = {Efficient Large-Scale Multiobjective Optimization Based on a Competitive
Swarm Optimizer},
journal = {{IEEE} Trans. Cybern.},
volume = {50},
number = {8},
pages = {3696--3708},
year = {2020},
url = {https://doi.org/10.1109/TCYB.2019.2906383},
doi = {10.1109/TCYB.2019.2906383},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/TianZZJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/SunWXJYZ20,
author = {Yanan Sun and
Handing Wang and
Bing Xue and
Yaochu Jin and
Gary G. Yen and
Mengjie Zhang},
title = {Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End
Random Forest-Based Performance Predictor},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {24},
number = {2},
pages = {350--364},
year = {2020},
url = {https://doi.org/10.1109/TEVC.2019.2924461},
doi = {10.1109/TEVC.2019.2924461},
timestamp = {Tue, 31 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/SunWXJYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/TianZWJ20,
author = {Ye Tian and
Xingyi Zhang and
Chao Wang and
Yaochu Jin},
title = {An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization
Problems},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {24},
number = {2},
pages = {380--393},
year = {2020},
url = {https://doi.org/10.1109/TEVC.2019.2918140},
doi = {10.1109/TEVC.2019.2918140},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/TianZWJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/YangDJC20,
author = {Cuie Yang and
Jinliang Ding and
Yaochu Jin and
Tianyou Chai},
title = {Offline Data-Driven Multiobjective Optimization: Knowledge Transfer
Between Surrogates and Generation of Final Solutions},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {24},
number = {3},
pages = {409--423},
year = {2020},
url = {https://doi.org/10.1109/TEVC.2019.2925959},
doi = {10.1109/TEVC.2019.2925959},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/YangDJC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/WangLJ20,
author = {Shuai Wang and
Jing Liu and
Yaochu Jin},
title = {Surrogate-Assisted Robust Optimization of Large-Scale Networks Based
on Graph Embedding},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {24},
number = {4},
pages = {735--749},
year = {2020},
url = {https://doi.org/10.1109/TEVC.2019.2950935},
doi = {10.1109/TEVC.2019.2950935},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/WangLJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/WuJLYQ20,
author = {Celimuge Wu and
Yaochu Jin and
Jie Li and
Kok{-}Lim Alvin Yau and
Junaid Qadir},
title = {Guest Editorial Special Issue on Big Data and Computational Intelligence
for Agile Wireless IoT},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {4},
number = {3},
pages = {202--205},
year = {2020},
url = {https://doi.org/10.1109/TETCI.2020.2990757},
doi = {10.1109/TETCI.2020.2990757},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/WuJLYQ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/SlowikCJ20,
author = {Adam Slowik and
Krzysztof Cpalka and
Yaochu Jin},
title = {Introduction to the Special Issue on Nature-Inspired Optimization
Methods in Fuzzy Systems},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {28},
number = {6},
pages = {1019--1022},
year = {2020},
url = {https://doi.org/10.1109/TFUZZ.2020.2983712},
doi = {10.1109/TFUZZ.2020.2983712},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/SlowikCJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhuJ20,
author = {Hangyu Zhu and
Yaochu Jin},
title = {Multi-Objective Evolutionary Federated Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {4},
pages = {1310--1322},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2919699},
doi = {10.1109/TNNLS.2019.2919699},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhuJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangJH20,
author = {Xinjie Wang and
Yaochu Jin and
Kuangrong Hao},
title = {Evolving Local Plasticity Rules for Synergistic Learning in Echo State
Networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {4},
pages = {1363--1374},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2919903},
doi = {10.1109/TNNLS.2019.2919903},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WangJH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChenSJ20,
author = {Yang Chen and
Xiaoyan Sun and
Yaochu Jin},
title = {Communication-Efficient Federated Deep Learning With Layerwise Asynchronous
Model Update and Temporally Weighted Aggregation},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {10},
pages = {4229--4238},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2953131},
doi = {10.1109/TNNLS.2019.2953131},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ChenSJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/HuangDZJH20,
author = {Li Huang and
Yongsheng Ding and
MengChu Zhou and
Yaochu Jin and
Kuangrong Hao},
title = {Multiple-Solution Optimization Strategy for Multirobot Task Allocation},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {50},
number = {11},
pages = {4283--4294},
year = {2020},
url = {https://doi.org/10.1109/TSMC.2018.2847608},
doi = {10.1109/TSMC.2018.2847608},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/HuangDZJH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/TianCZJ20,
author = {Ye Tian and
Ran Cheng and
Xingyi Zhang and
Yaochu Jin},
title = {Techniques for Accelerating Multi-Objective Evolutionary Algorithms
in PlatEMO},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CEC48606.2020.9185797},
doi = {10.1109/CEC48606.2020.9185797},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/TianCZJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/MirandaSBJC20,
author = {Thiago Zafalon Miranda and
Diorge Brognara Sardinha and
M{\'{a}}rcio Porto Basgalupp and
Yaochu Jin and
Ricardo Cerri},
editor = {Carlos Artemio Coello Coello},
title = {Generation of consistent sets of multi-label classification rules
with a multi-objective evolutionary algorithm},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Companion
Volume, Canc{\'{u}}n, Mexico, July 8-12, 2020},
pages = {143--144},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377929.3390065},
doi = {10.1145/3377929.3390065},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/MirandaSBJC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/WangJSO20,
author = {Xilu Wang and
Yaochu Jin and
Sebastian Schmitt and
Markus Olhofer},
editor = {Carlos Artemio Coello Coello},
title = {Transfer learning for gaussian process assisted evolutionary bi-objective
optimization for objectives with different evaluation times},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Canc{\'{u}}n
Mexico, July 8-12, 2020},
pages = {587--594},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377930.3390147},
doi = {10.1145/3377930.3390147},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/WangJSO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ChenJ0C020,
author = {Huaming Chen and
Yaochu Jin and
Lei Wang and
Chi{-}Hung Chi and
Jun Shen},
title = {{HIME:} Mining and Ensembling Heterogeneous Information for Protein-Protein
Interactions Prediction},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206682},
doi = {10.1109/IJCNN48605.2020.9206682},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ChenJ0C020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FouratiAJA20,
author = {Rahma Fourati and
Boudour Ammar and
Yaochu Jin and
Adel M. Alimi},
title = {{EEG} feature learning with Intrinsic Plasticity based Deep Echo State
Network},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207464},
doi = {10.1109/IJCNN48605.2020.9207464},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FouratiAJA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangJH20,
author = {Xinjie Wang and
Yaochu Jin and
Kuangrong Hao},
title = {A Gated Recurrent Unit based Echo State Network},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206786},
doi = {10.1109/IJCNN48605.2020.9206786},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/WangJH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pacbb/Chen00J20,
author = {Huaming Chen and
Jun Shen and
Lei Wang and
Yaochu Jin},
editor = {Gabriella Panuccio and
Miguel Rocha and
Florentino Fdez{-}Riverola and
Mohd Saberi Mohamad and
Roberto Casado{-}Vara},
title = {Towards {A} More Effective Bidirectional LSTM-Based Learning Model
for Human-Bacterium Protein-Protein Interactions},
booktitle = {Practical Applications of Computational Biology {\&} Bioinformatics,
14th International Conference {(PACBB} 2020), L'Aquila, Italy, 17-19
June, 2020},
series = {Advances in Intelligent Systems and Computing},
volume = {1240},
pages = {91--101},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-54568-0\_10},
doi = {10.1007/978-3-030-54568-0\_10},
timestamp = {Wed, 12 Oct 2022 08:58:53 +0200},
biburl = {https://dblp.org/rec/conf/pacbb/Chen00J20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/FuSTZJ20,
author = {Guoxia Fu and
Chaoli Sun and
Ying Tan and
Guochen Zhang and
Yaochu Jin},
editor = {Thomas B{\"{a}}ck and
Mike Preuss and
Andr{\'{e}} H. Deutz and
Hao Wang and
Carola Doerr and
Michael T. M. Emmerich and
Heike Trautmann},
title = {A Surrogate-Assisted Evolutionary Algorithm with Random Feature Selection
for Large-Scale Expensive Problems},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XVI} - 16th International
Conference, {PPSN} 2020, Leiden, The Netherlands, September 5-9, 2020,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12269},
pages = {125--139},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58112-1\_9},
doi = {10.1007/978-3-030-58112-1\_9},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/FuSTZJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/NaikJCGJ20,
author = {Nitin Naik and
Paul Jenkins and
Roger Cooke and
Jonathan Gillett and
Yaochu Jin},
title = {Evaluating Automatically Generated {YARA} Rules and Enhancing Their
Effectiveness},
booktitle = {2020 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2020, Canberra, Australia, December 1-4, 2020},
pages = {1146--1153},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SSCI47803.2020.9308179},
doi = {10.1109/SSCI47803.2020.9308179},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/NaikJCGJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/ChughSWJ20,
author = {Tinkle Chugh and
Chaoli Sun and
Handing Wang and
Yaochu Jin},
editor = {Thomas Bartz{-}Beielstein and
Bogdan Filipic and
Peter Korosec and
El{-}Ghazali Talbi},
title = {Surrogate-Assisted Evolutionary Optimization of Large Problems},
booktitle = {High-Performance Simulation-Based Optimization},
series = {Studies in Computational Intelligence},
volume = {833},
pages = {165--187},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-18764-4\_8},
doi = {10.1007/978-3-030-18764-4\_8},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/ChughSWJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02793,
author = {Hangyu Zhu and
Yaochu Jin},
title = {Real-time Federated Evolutionary Neural Architecture Search},
journal = {CoRR},
volume = {abs/2003.02793},
year = {2020},
url = {https://arxiv.org/abs/2003.02793},
eprinttype = {arXiv},
eprint = {2003.02793},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-03564,
author = {Jinjin Xu and
Wenli Du and
Ran Cheng and
Wangli He and
Yaochu Jin},
title = {Ternary Compression for Communication-Efficient Federated Learning},
journal = {CoRR},
volume = {abs/2003.03564},
year = {2020},
url = {https://arxiv.org/abs/2003.03564},
eprinttype = {arXiv},
eprint = {2003.03564},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-03564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11518,
author = {Yan Xiao and
Yaochu Jin and
Ran Cheng and
Kuangrong Hao},
title = {Hybrid Attention-Based Transformer Block Model for Distant Supervision
Relation Extraction},
journal = {CoRR},
volume = {abs/2003.11518},
year = {2020},
url = {https://arxiv.org/abs/2003.11518},
eprinttype = {arXiv},
eprint = {2003.11518},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-11518.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11613,
author = {Haoyu Zhang and
Yaochu Jin and
Ran Cheng and
Kuangrong Hao},
title = {Sampled Training and Node Inheritance for Fast Evolutionary Neural
Architecture Search},
journal = {CoRR},
volume = {abs/2003.11613},
year = {2020},
url = {https://arxiv.org/abs/2003.11613},
eprinttype = {arXiv},
eprint = {2003.11613},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-11613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-12526,
author = {Thiago Zafalon Miranda and
Diorge Brognara Sardinha and
M{\'{a}}rcio Porto Basgalupp and
Yaochu Jin and
Ricardo Cerri},
title = {Generation of Consistent Sets of Multi-Label Classification Rules
with a Multi-Objective Evolutionary Algorithm},
journal = {CoRR},
volume = {abs/2003.12526},
year = {2020},
url = {https://arxiv.org/abs/2003.12526},
eprinttype = {arXiv},
eprint = {2003.12526},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-12526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-05868,
author = {Hangyu Zhu and
Haoyu Zhang and
Yaochu Jin},
title = {From Federated Learning to Federated Neural Architecture Search: {A}
Survey},
journal = {CoRR},
volume = {abs/2009.05868},
year = {2020},
url = {https://arxiv.org/abs/2009.05868},
eprinttype = {arXiv},
eprint = {2009.05868},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-05868.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04094,
author = {Foivos Ntelemis and
Yaochu Jin and
Spencer Angus Thomas},
title = {Image Clustering using an Augmented Generative Adversarial Network
and Information Maximization},
journal = {CoRR},
volume = {abs/2011.04094},
year = {2020},
url = {https://arxiv.org/abs/2011.04094},
eprinttype = {arXiv},
eprint = {2011.04094},
timestamp = {Fri, 15 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-04094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-12623,
author = {Hangyu Zhu and
Rui Wang and
Yaochu Jin and
Kaitai Liang and
Jianting Ning},
title = {Distributed Additive Encryption and Quantization for Privacy Preserving
Federated Deep Learning},
journal = {CoRR},
volume = {abs/2011.12623},
year = {2020},
url = {https://arxiv.org/abs/2011.12623},
eprinttype = {arXiv},
eprint = {2011.12623},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-12623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07225,
author = {Cuie Yang and
Jinliang Ding and
Yaochu Jin and
Tianyou Chai},
title = {Incremental Data-driven Optimization of Complex Systems in Nonstationary
Environments},
journal = {CoRR},
volume = {abs/2012.07225},
year = {2020},
url = {https://arxiv.org/abs/2012.07225},
eprinttype = {arXiv},
eprint = {2012.07225},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07225.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/WangWGWYJ19,
author = {Yuyan Wang and
Dujuan Wang and
Na Geng and
Yanzhang Wang and
Yunqiang Yin and
Yaochu Jin},
title = {Stacking-based ensemble learning of decision trees for interpretable
prostate cancer detection},
journal = {Appl. Soft Comput.},
volume = {77},
pages = {188--204},
year = {2019},
url = {https://doi.org/10.1016/j.asoc.2019.01.015},
doi = {10.1016/J.ASOC.2019.01.015},
timestamp = {Fri, 31 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/WangWGWYJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGTTJO19,
author = {Haibo He and
Jon Garibaldi and
Kay Chen Tan and
Julian Togelius and
Yaochu Jin and
Yew{-}Soon Ong},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {14},
number = {1},
pages = {10--12},
year = {2019},
url = {https://doi.org/10.1109/MCI.2018.2881780},
doi = {10.1109/MCI.2018.2881780},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/HeGTTJO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGTTJO19a,
author = {Haibo He and
Jon Garibaldi and
Kay Chen Tan and
Julian Togelius and
Yaochu Jin and
Yew{-}Soon Ong},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {14},
number = {2},
pages = {13--15},
year = {2019},
url = {https://doi.org/10.1109/MCI.2019.2901081},
doi = {10.1109/MCI.2019.2901081},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/HeGTTJO19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/TianCZLJ19,
author = {Ye Tian and
Ran Cheng and
Xingyi Zhang and
Miqing Li and
Yaochu Jin},
title = {Diversity Assessment of Multi-Objective Evolutionary Algorithms: Performance
Metric and Benchmark Problems [Research Frontier]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {14},
number = {3},
pages = {61--74},
year = {2019},
url = {https://doi.org/10.1109/MCI.2019.2919398},
doi = {10.1109/MCI.2019.2919398},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/TianCZLJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGTTJO19b,
author = {Haibo He and
Jon Garibaldi and
Kay Chen Tan and
Julian Togelius and
Yaochu Jin and
Yew{-}Soon Ong},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {14},
number = {4},
pages = {8--10},
year = {2019},
url = {https://doi.org/10.1109/MCI.2019.2937606},
doi = {10.1109/MCI.2019.2937606},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/HeGTTJO19b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangJH19,
author = {Xinjie Wang and
Yaochu Jin and
Kuangrong Hao},
title = {Echo state networks regulated by local intrinsic plasticity rules
for regression},
journal = {Neurocomputing},
volume = {351},
pages = {111--122},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.03.032},
doi = {10.1016/J.NEUCOM.2019.03.032},
timestamp = {Fri, 31 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/WangJH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/JiaoZLJJ19,
author = {Ruwang Jiao and
Sanyou Zeng and
Changhe Li and
Yuhong Jiang and
Yaochu Jin},
title = {A complete expected improvement criterion for Gaussian process assisted
highly constrained expensive optimization},
journal = {Inf. Sci.},
volume = {471},
pages = {80--96},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2018.09.003},
doi = {10.1016/J.INS.2018.09.003},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/JiaoZLJJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/WangWYWYJ19,
author = {Yuyan Wang and
Dujuan Wang and
Xin Ye and
Yanzhang Wang and
Yunqiang Yin and
Yaochu Jin},
title = {A tree ensemble-based two-stage model for advanced-stage colorectal
cancer survival prediction},
journal = {Inf. Sci.},
volume = {474},
pages = {106--124},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2018.09.046},
doi = {10.1016/J.INS.2018.09.046},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/WangWYWYJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HanDDJW19,
author = {Dong Han and
Wenli Du and
Wei Du and
Yaochu Jin and
Chunping Wu},
title = {An adaptive decomposition-based evolutionary algorithm for many-objective
optimization},
journal = {Inf. Sci.},
volume = {491},
pages = {204--222},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2019.03.062},
doi = {10.1016/J.INS.2019.03.062},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/HanDDJW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nc/DingJ19,
author = {Jinliang Ding and
Yaochu Jin},
title = {To the special Issue on "Metaheuristics for optimization of complex
process engineering"},
journal = {Nat. Comput.},
volume = {18},
number = {4},
pages = {677--678},
year = {2019},
url = {https://doi.org/10.1007/s11047-016-9578-x},
doi = {10.1007/S11047-016-9578-X},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nc/DingJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nc/WangLJ19,
author = {Dujuan Wang and
Feng Liu and
Yaochu Jin},
title = {A proactive scheduling approach to steel rolling process with stochastic
machine breakdown},
journal = {Nat. Comput.},
volume = {18},
number = {4},
pages = {679--694},
year = {2019},
url = {https://doi.org/10.1007/s11047-016-9599-5},
doi = {10.1007/S11047-016-9599-5},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nc/WangLJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nc/YeLLLJ19,
author = {Xin Ye and
Jia Li and
Sihao Liu and
Jiwei Liang and
Yaochu Jin},
title = {A hybrid instance-intensive workflow scheduling method in private
cloud environment},
journal = {Nat. Comput.},
volume = {18},
number = {4},
pages = {735--746},
year = {2019},
url = {https://doi.org/10.1007/s11047-016-9600-3},
doi = {10.1007/S11047-016-9600-3},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nc/YeLLLJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nc/GuoRJD19,
author = {Fan Guo and
Lihong Ren and
Yaochu Jin and
Yongsheng Ding},
title = {A dynamic {SVR-ARMA} model with improved fruit fly algorithm for the
nonlinear fiber stretching process},
journal = {Nat. Comput.},
volume = {18},
number = {4},
pages = {747--756},
year = {2019},
url = {https://doi.org/10.1007/s11047-016-9601-2},
doi = {10.1007/S11047-016-9601-2},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nc/GuoRJD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/CarneiroCZJ19,
author = {Murillo G. Carneiro and
Ran Cheng and
Liang Zhao and
Yaochu Jin},
title = {Particle swarm optimization for network-based data classification},
journal = {Neural Networks},
volume = {110},
pages = {243--255},
year = {2019},
url = {https://doi.org/10.1016/j.neunet.2018.12.003},
doi = {10.1016/J.NEUNET.2018.12.003},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/CarneiroCZJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/FanJWY19,
author = {Qinqin Fan and
Yaochu Jin and
Weili Wang and
Xuefeng Yan},
title = {A performance-driven multi-algorithm selection strategy for energy
consumption optimization of sea-rail intermodal transportation},
journal = {Swarm Evol. Comput.},
volume = {44},
pages = {1--17},
year = {2019},
url = {https://doi.org/10.1016/j.swevo.2018.11.007},
doi = {10.1016/J.SWEVO.2018.11.007},
timestamp = {Fri, 15 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/swevo/FanJWY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tase/YangDJWC19,
author = {Cuie Yang and
Jinliang Ding and
Yaochu Jin and
Chengzhi Wang and
Tianyou Chai},
title = {Multitasking Multiobjective Evolutionary Operational Indices Optimization
of Beneficiation Processes},
journal = {{IEEE} Trans Autom. Sci. Eng.},
volume = {16},
number = {3},
pages = {1046--1057},
year = {2019},
url = {https://doi.org/10.1109/TASE.2018.2865593},
doi = {10.1109/TASE.2018.2865593},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tase/YangDJWC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/HanGJP19,
author = {Yuyan Han and
Dunwei Gong and
Yaochu Jin and
Quan{-}Ke Pan},
title = {Evolutionary Multiobjective Blocking Lot-Streaming Flow Shop Scheduling
With Machine Breakdowns},
journal = {{IEEE} Trans. Cybern.},
volume = {49},
number = {1},
pages = {184--197},
year = {2019},
url = {https://doi.org/10.1109/TCYB.2017.2771213},
doi = {10.1109/TCYB.2017.2771213},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/HanGJP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/GuoJDC19,
author = {Dan Guo and
Yaochu Jin and
Jinliang Ding and
Tianyou Chai},
title = {Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective
Optimization of Expensive Problems},
journal = {{IEEE} Trans. Cybern.},
volume = {49},
number = {3},
pages = {1012--1025},
year = {2019},
url = {https://doi.org/10.1109/TCYB.2018.2794503},
doi = {10.1109/TCYB.2018.2794503},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/GuoJDC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/HuaJH19,
author = {Yicun Hua and
Yaochu Jin and
Kuangrong Hao},
title = {A Clustering-Based Adaptive Evolutionary Algorithm for Multiobjective
Optimization With Irregular Pareto Fronts},
journal = {{IEEE} Trans. Cybern.},
volume = {49},
number = {7},
pages = {2758--2770},
year = {2019},
url = {https://doi.org/10.1109/TCYB.2018.2834466},
doi = {10.1109/TCYB.2018.2834466},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/HuaJH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/RongGZJP19,
author = {Miao Rong and
Dunwei Gong and
Yong Zhang and
Yaochu Jin and
Witold Pedrycz},
title = {Multidirectional Prediction Approach for Dynamic Multiobjective Optimization
Problems},
journal = {{IEEE} Trans. Cybern.},
volume = {49},
number = {9},
pages = {3362--3374},
year = {2019},
url = {https://doi.org/10.1109/TCYB.2018.2842158},
doi = {10.1109/TCYB.2018.2842158},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/RongGZJP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/PengJW19,
author = {Xingguang Peng and
Yaochu Jin and
Handing Wang},
title = {Multimodal Optimization Enhanced Cooperative Coevolution for Large-Scale
Optimization},
journal = {{IEEE} Trans. Cybern.},
volume = {49},
number = {9},
pages = {3507--3520},
year = {2019},
url = {https://doi.org/10.1109/TCYB.2018.2846179},
doi = {10.1109/TCYB.2018.2846179},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/PengJW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/DingYJC19,
author = {Jinliang Ding and
Cuie Yang and
Yaochu Jin and
Tianyou Chai},
title = {Generalized Multitasking for Evolutionary Optimization of Expensive
Problems},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {23},
number = {1},
pages = {44--58},
year = {2019},
url = {https://doi.org/10.1109/TEVC.2017.2785351},
doi = {10.1109/TEVC.2017.2785351},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/DingYJC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/PanHTWZJ19,
author = {Linqiang Pan and
Cheng He and
Ye Tian and
Handing Wang and
Xingyi Zhang and
Yaochu Jin},
title = {A Classification-Based Surrogate-Assisted Evolutionary Algorithm for
Expensive Many-Objective Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {23},
number = {1},
pages = {74--88},
year = {2019},
url = {https://doi.org/10.1109/TEVC.2018.2802784},
doi = {10.1109/TEVC.2018.2802784},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/PanHTWZJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/WangJSD19,
author = {Handing Wang and
Yaochu Jin and
Chaoli Sun and
John Doherty},
title = {Offline Data-Driven Evolutionary Optimization Using Selective Surrogate
Ensembles},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {23},
number = {2},
pages = {203--216},
year = {2019},
url = {https://doi.org/10.1109/TEVC.2018.2834881},
doi = {10.1109/TEVC.2018.2834881},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/WangJSD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/TianCZSJ19,
author = {Ye Tian and
Ran Cheng and
Xingyi Zhang and
Yansen Su and
Yaochu Jin},
title = {A Strengthened Dominance Relation Considering Convergence and Diversity
for Evolutionary Many-Objective Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {23},
number = {2},
pages = {331--345},
year = {2019},
url = {https://doi.org/10.1109/TEVC.2018.2866854},
doi = {10.1109/TEVC.2018.2866854},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/TianCZSJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/JinWCGM19,
author = {Yaochu Jin and
Handing Wang and
Tinkle Chugh and
Dan Guo and
Kaisa Miettinen},
title = {Data-Driven Evolutionary Optimization: An Overview and Case Studies},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {23},
number = {3},
pages = {442--458},
year = {2019},
url = {https://doi.org/10.1109/TEVC.2018.2869001},
doi = {10.1109/TEVC.2018.2869001},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/JinWCGM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/TianTZSJ19,
author = {Jie Tian and
Ying Tan and
Jianchao Zeng and
Chaoli Sun and
Yaochu Jin},
title = {Multiobjective Infill Criterion Driven Gaussian Process-Assisted Particle
Swarm Optimization of High-Dimensional Expensive Problems},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {23},
number = {3},
pages = {459--472},
year = {2019},
url = {https://doi.org/10.1109/TEVC.2018.2869247},
doi = {10.1109/TEVC.2018.2869247},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/TianTZSJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/YangJH19,
author = {Zhen Yang and
Yaochu Jin and
Kuangrong Hao},
title = {A Bio-Inspired Self-Learning Coevolutionary Dynamic Multiobjective
Optimization Algorithm for Internet of Things Services},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {23},
number = {4},
pages = {675--688},
year = {2019},
url = {https://doi.org/10.1109/TEVC.2018.2880458},
doi = {10.1109/TEVC.2018.2880458},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/YangJH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/HeLTZCJY19,
author = {Cheng He and
Lianghao Li and
Ye Tian and
Xingyi Zhang and
Ran Cheng and
Yaochu Jin and
Xin Yao},
title = {Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {23},
number = {6},
pages = {949--961},
year = {2019},
url = {https://doi.org/10.1109/TEVC.2019.2896002},
doi = {10.1109/TEVC.2019.2896002},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/HeLTZCJY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/DingYXCJ19,
author = {Jinliang Ding and
Cuie Yang and
Qiong Xiao and
Tianyou Chai and
Yaochu Jin},
title = {Dynamic Evolutionary Multiobjective Optimization for Raw Ore Allocation
in Mineral Processing},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {3},
number = {1},
pages = {36--48},
year = {2019},
url = {https://doi.org/10.1109/TETCI.2018.2812897},
doi = {10.1109/TETCI.2018.2812897},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/DingYXCJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/SunWDJ19,
author = {Chaoli Sun and
Handing Wang and
Wenli Du and
Yaochu Jin},
title = {Guest Editorial: Special Issue on Computational Intelligence in Data-Driven
Optimization},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {3},
number = {2},
pages = {90--92},
year = {2019},
url = {https://doi.org/10.1109/TETCI.2019.2902893},
doi = {10.1109/TETCI.2019.2902893},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/SunWDJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/DuZTDJ19,
author = {Wei Du and
Weimin Zhong and
Yang Tang and
Wenli Du and
Yaochu Jin},
title = {High-Dimensional Robust Multi-Objective Optimization for Order Scheduling:
{A} Decision Variable Classification Approach},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {15},
number = {1},
pages = {293--304},
year = {2019},
url = {https://doi.org/10.1109/TII.2018.2836189},
doi = {10.1109/TII.2018.2836189},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tii/DuZTDJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ChenWJCLCS19,
author = {Huaming Chen and
Lei Wang and
Yaochu Jin and
Chi{-}Hung Chi and
Fucun Li and
Huaiyuan Chu and
Jun Shen},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {Hyperparameter Estimation in {SVM} with {GPU} Acceleration for Prediction
of Protein-Protein Interactions},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {2197--2204},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9006024},
doi = {10.1109/BIGDATA47090.2019.9006024},
timestamp = {Tue, 18 Oct 2022 14:44:48 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ChenWJCLCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/HeCJ019,
author = {Cheng He and
Ran Cheng and
Yaochu Jin and
Xin Yao},
title = {Surrogate-Assisted Expensive Many-Objective Optimization by Model
Fusion},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2019, Wellington,
New Zealand, June 10-13, 2019},
pages = {1672--1679},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CEC.2019.8790155},
doi = {10.1109/CEC.2019.8790155},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/HeCJ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/TianYZJ19,
author = {Ye Tian and
Shangshang Yang and
Xingyi Zhang and
Yaochu Jin},
title = {Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications:
{A} Case Study on Feature Selection},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2019, Wellington,
New Zealand, June 10-13, 2019},
pages = {1710--1717},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CEC.2019.8789953},
doi = {10.1109/CEC.2019.8789953},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/TianYZJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/LiuJHR19,
author = {Qiqi Liu and
Yaochu Jin and
Martin Heiderich and
Tobias Rodemann},
title = {Adaptation of Reference Vectors for Evolutionary Many-objective Optimization
of Problems with Irregular Pareto Fronts},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2019, Wellington,
New Zealand, June 10-13, 2019},
pages = {1726--1733},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CEC.2019.8790214},
doi = {10.1109/CEC.2019.8790214},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/LiuJHR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/WangSJQY19,
author = {Hao Wang and
Chaoli Sun and
Yaochu Jin and
Shufen Qin and
Haibo Yu},
title = {A Multi-indicator based Selection Strategy for Evolutionary Many-objective
Optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2019, Wellington,
New Zealand, June 10-13, 2019},
pages = {2042--2049},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CEC.2019.8790091},
doi = {10.1109/CEC.2019.8790091},
timestamp = {Tue, 13 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/WangSJQY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/YuJO19,
author = {Guo Yu and
Yaochu Jin and
Markus Olhofer},
title = {References or Preferences - Rethinking Many-objective Evolutionary
Optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2019, Wellington,
New Zealand, June 10-13, 2019},
pages = {2410--2417},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CEC.2019.8790106},
doi = {10.1109/CEC.2019.8790106},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/YuJO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/QinSJLT19,
author = {Shufen Qin and
Chaoli Sun and
Yaochu Jin and
Lier Lan and
Ying Tan},
title = {A New Selection Strategy for Decomposition-based Evolutionary Many-Objective
Optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2019, Wellington,
New Zealand, June 10-13, 2019},
pages = {2426--2433},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CEC.2019.8789966},
doi = {10.1109/CEC.2019.8789966},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/QinSJLT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/YuJO19,
author = {Guo Yu and
Yaochu Jin and
Markus Olhofer},
editor = {Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Anne Auger and
Thomas St{\"{u}}tzle},
title = {An a priori knee identification multi-objective evolutionary algorithm
based on \emph{{\(\alpha\)}}-dominance},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {241--242},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319619.3321930},
doi = {10.1145/3319619.3321930},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/YuJO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ChughKMJM19,
author = {Tinkle Chugh and
Tomas Kratky and
Kaisa Miettinen and
Yaochu Jin and
Pekka Makkonen},
editor = {Anne Auger and
Thomas St{\"{u}}tzle},
title = {Multiobjective shape design in a ventilation system with a preference-driven
surrogate-assisted evolutionary algorithm},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {1147--1155},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3321707.3321745},
doi = {10.1145/3321707.3321745},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ChughKMJM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/ZhouJD19,
author = {Yan Zhou and
Yaochu Jin and
Jinliang Ding},
editor = {Huchuan Lu and
Huajin Tang and
Zhanshan Wang},
title = {Evolutionary Optimization of Liquid State Machines for Robust Learning},
booktitle = {Advances in Neural Networks - {ISNN} 2019 - 16th International Symposium
on Neural Networks, {ISNN} 2019, Moscow, Russia, July 10-12, 2019,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11554},
pages = {389--398},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-22796-8\_41},
doi = {10.1007/978-3-030-22796-8\_41},
timestamp = {Tue, 16 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isnn/ZhouJD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/LiuJ19,
author = {Jia Liu and
Yaochu Jin},
title = {Evolving Hyperparameters for Training Deep Neural Networks against
Adversarial Attacks},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2019,
Xiamen, China, December 6-9, 2019},
pages = {1778--1785},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SSCI44817.2019.9002854},
doi = {10.1109/SSCI44817.2019.9002854},
timestamp = {Wed, 26 Feb 2020 16:57:41 +0100},
biburl = {https://dblp.org/rec/conf/ssci/LiuJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/QinSJZ19,
author = {Shufen Qin and
Chaoli Sun and
Yaochu Jin and
Guochen Zhang},
title = {Bayesian Approaches to Surrogate-Assisted Evolutionary Multi-objective
Optimization: {A} Comparative Study},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2019,
Xiamen, China, December 6-9, 2019},
pages = {2074--2080},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SSCI44817.2019.9002715},
doi = {10.1109/SSCI44817.2019.9002715},
timestamp = {Wed, 26 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/QinSJZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/TianPRZJ19,
author = {Ye Tian and
Shichen Peng and
Tobias Rodemann and
Xingyi Zhang and
Yaochu Jin},
title = {Automated Selection of Evolutionary Multi-objective Optimization Algorithms},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2019,
Xiamen, China, December 6-9, 2019},
pages = {3225--3232},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SSCI44817.2019.9003018},
doi = {10.1109/SSCI44817.2019.9003018},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/TianPRZJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-07424,
author = {Yang Chen and
Xiaoyan Sun and
Yaochu Jin},
title = {Communication-Efficient Federated Deep Learning with Asynchronous
Model Update and Temporally Weighted Aggregation},
journal = {CoRR},
volume = {abs/1903.07424},
year = {2019},
url = {http://arxiv.org/abs/1903.07424},
eprinttype = {arXiv},
eprint = {1903.07424},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-07424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04966,
author = {Cheng He and
Shihua Huang and
Ran Cheng and
Kay Chen Tan and
Yaochu Jin},
title = {Evolutionary Multi-Objective Optimization Driven by Generative Adversarial
Networks (GANs)},
journal = {CoRR},
volume = {abs/1910.04966},
year = {2019},
url = {http://arxiv.org/abs/1910.04966},
eprinttype = {arXiv},
eprint = {1910.04966},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-04966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-08864,
author = {Yu Chen and
Yuanyuan Yang and
Yaochu Jin and
Xiufen Zou},
title = {Identification of Interaction Clusters Using a Semi-supervised Hierarchical
Clustering Method},
journal = {CoRR},
volume = {abs/1910.08864},
year = {2019},
url = {http://arxiv.org/abs/1910.08864},
eprinttype = {arXiv},
eprint = {1910.08864},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-08864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06080,
author = {Yushuai Hu and
Yaochu Jin and
Runhua Li and
Xiangxiang Zhang},
title = {{CMSN:} Continuous Multi-stage Network and Variable Margin Cosine
Loss for Temporal Action Proposal Generation},
journal = {CoRR},
volume = {abs/1911.06080},
year = {2019},
url = {http://arxiv.org/abs/1911.06080},
eprinttype = {arXiv},
eprint = {1911.06080},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-06080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-10773,
author = {Sampo Kuutti and
Richard Bowden and
Yaochu Jin and
Phil Barber and
Saber Fallah},
title = {A Survey of Deep Learning Applications to Autonomous Vehicle Control},
journal = {CoRR},
volume = {abs/1912.10773},
year = {2019},
url = {http://arxiv.org/abs/1912.10773},
eprinttype = {arXiv},
eprint = {1912.10773},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-10773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/LiCLJ18,
author = {Fei Li and
Ran Cheng and
Jianchang Liu and
Yaochu Jin},
title = {A two-stage {R2} indicator based evolutionary algorithm for many-objective
optimization},
journal = {Appl. Soft Comput.},
volume = {67},
pages = {245--260},
year = {2018},
url = {https://doi.org/10.1016/j.asoc.2018.02.048},
doi = {10.1016/J.ASOC.2018.02.048},
timestamp = {Fri, 22 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/LiCLJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/YangDJC18,
author = {Cuie Yang and
Jinliang Ding and
Yaochu Jin and
Tianyou Chai},
title = {Incremental data-driven optimization of complex systems in nonstationary
environments},
journal = {Sci. China Inf. Sci.},
volume = {61},
number = {12},
pages = {129205:1--129205:3},
year = {2018},
url = {https://doi.org/10.1007/s11432-018-9521-8},
doi = {10.1007/S11432-018-9521-8},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/chinaf/YangDJC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGTKJO18,
author = {Haibo He and
Jon Garibaldi and
Kay Chen Tan and
Graham Kendall and
Yaochu Jin and
Yew{-}Soon Ong},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {13},
number = {1},
pages = {25--27},
year = {2018},
url = {https://doi.org/10.1109/MCI.2017.2773760},
doi = {10.1109/MCI.2017.2773760},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/HeGTKJO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGTKJO18a,
author = {Haibo He and
Jon Garibaldi and
Kay Chen Tan and
Graham Kendall and
Yaochu Jin and
Yew{-}Soon Ong},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {13},
number = {2},
pages = {13--15},
year = {2018},
url = {https://doi.org/10.1109/MCI.2018.2806987},
doi = {10.1109/MCI.2018.2806987},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/HeGTKJO18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGTTJO18,
author = {Haibo He and
Jon Garibaldi and
Kay Chen Tan and
Julian Togelius and
Yaochu Jin and
Yew{-}Soon Ong},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {13},
number = {3},
pages = {8--11},
year = {2018},
url = {https://doi.org/10.1109/MCI.2018.2840645},
doi = {10.1109/MCI.2018.2840645},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/HeGTTJO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGTTJO18a,
author = {Haibo He and
Jon Garibaldi and
Kay Chen Tan and
Julian Togelius and
Yaochu Jin and
Yew{-}Soon Ong},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {13},
number = {4},
pages = {10--12},
year = {2018},
url = {https://doi.org/10.1109/MCI.2018.2866724},
doi = {10.1109/MCI.2018.2866724},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/HeGTTJO18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/CuiWWYJ18,
author = {Shaoze Cui and
Dujuan Wang and
Yanzhang Wang and
Pay{-}Wen Yu and
Yaochu Jin},
title = {An improved support vector machine-based diabetic readmission prediction},
journal = {Comput. Methods Programs Biomed.},
volume = {166},
pages = {123--135},
year = {2018},
url = {https://doi.org/10.1016/j.cmpb.2018.10.012},
doi = {10.1016/J.CMPB.2018.10.012},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/CuiWWYJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/QianYTJYZ18,
author = {Chao Qian and
Yang Yu and
Ke Tang and
Yaochu Jin and
Xin Yao and
Zhi{-}Hua Zhou},
title = {On the Effectiveness of Sampling for Evolutionary Optimization in
Noisy Environments},
journal = {Evol. Comput.},
volume = {26},
number = {2},
year = {2018},
url = {https://doi.org/10.1162/evco\_a\_00201},
doi = {10.1162/EVCO\_A\_00201},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/QianYTJYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ChenYLLJ18,
author = {Zhaomin Chen and
Chai Kiat Yeo and
Bu{-}Sung Lee and
Chiew Tong Lau and
Yaochu Jin},
title = {Evolutionary multi-objective optimization based ensemble autoencoders
for image outlier detection},
journal = {Neurocomputing},
volume = {309},
pages = {192--200},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.05.012},
doi = {10.1016/J.NEUCOM.2018.05.012},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ChenYLLJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhangZCQJ18,
author = {Xingyi Zhang and
Xiutao Zheng and
Ran Cheng and
Jianfeng Qiu and
Yaochu Jin},
title = {A competitive mechanism based multi-objective particle swarm optimizer
with fast convergence},
journal = {Inf. Sci.},
volume = {427},
pages = {63--76},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2017.10.037},
doi = {10.1016/J.INS.2017.10.037},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ZhangZCQJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/YuTZSJ18,
author = {Haibo Yu and
Ying Tan and
Jianchao Zeng and
Chaoli Sun and
Yaochu Jin},
title = {Surrogate-assisted hierarchical particle swarm optimization},
journal = {Inf. Sci.},
volume = {454-455},
pages = {59--72},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.04.062},
doi = {10.1016/J.INS.2018.04.062},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/YuTZSJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/memetic/SunDZJ18,
author = {Chaoli Sun and
Jinliang Ding and
Jianchao Zeng and
Yaochu Jin},
title = {A fitness approximation assisted competitive swarm optimizer for large
scale expensive optimization problems},
journal = {Memetic Comput.},
volume = {10},
number = {2},
pages = {123--134},
year = {2018},
url = {https://doi.org/10.1007/s12293-016-0199-9},
doi = {10.1007/S12293-016-0199-9},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/memetic/SunDZJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/GuCJ18,
author = {Shenkai Gu and
Ran Cheng and
Yaochu Jin},
title = {Feature selection for high-dimensional classification using a competitive
swarm optimizer},
journal = {Soft Comput.},
volume = {22},
number = {3},
pages = {811--822},
year = {2018},
url = {https://doi.org/10.1007/s00500-016-2385-6},
doi = {10.1007/S00500-016-2385-6},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/GuCJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/OhSJ18,
author = {Hyondong Oh and
Ataollah Ramezan Shirazi and
Yaochu Jin},
title = {Morphogen diffusion algorithms for tracking and herding using a swarm
of kilobots},
journal = {Soft Comput.},
volume = {22},
number = {6},
pages = {1833--1844},
year = {2018},
url = {https://doi.org/10.1007/s00500-016-2182-2},
doi = {10.1007/S00500-016-2182-2},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/OhSJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tamd/XieJ18,
author = {Zhenping Xie and
Yaochu Jin},
title = {An Extended Reinforcement Learning Framework to Model Cognitive Development
With Enactive Pattern Representation},
journal = {{IEEE} Trans. Cogn. Dev. Syst.},
volume = {10},
number = {3},
pages = {738--750},
year = {2018},
url = {https://doi.org/10.1109/TCDS.2018.2796940},
doi = {10.1109/TCDS.2018.2796940},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tamd/XieJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/JinMI18,
author = {Yaochu Jin and
Kaisa Miettinen and
Hisao Ishibuchi},
title = {Guest Editorial Evolutionary Many-Objective Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {22},
number = {1},
pages = {1--2},
year = {2018},
url = {https://doi.org/10.1109/TEVC.2017.2773341},
doi = {10.1109/TEVC.2017.2773341},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/JinMI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ZhangTCJ18,
author = {Xingyi Zhang and
Ye Tian and
Ran Cheng and
Yaochu Jin},
title = {A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale
Many-Objective Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {22},
number = {1},
pages = {97--112},
year = {2018},
url = {https://doi.org/10.1109/TEVC.2016.2600642},
doi = {10.1109/TEVC.2016.2600642},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/ZhangTCJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ChughJMHS18,
author = {Tinkle Chugh and
Yaochu Jin and
Kaisa Miettinen and
Jussi Hakanen and
Karthik Sindhya},
title = {A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm
for Computationally Expensive Many-Objective Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {22},
number = {1},
pages = {129--142},
year = {2018},
url = {https://doi.org/10.1109/TEVC.2016.2622301},
doi = {10.1109/TEVC.2016.2622301},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/ChughJMHS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/TianCZCJ18,
author = {Ye Tian and
Ran Cheng and
Xingyi Zhang and
Fan Cheng and
Yaochu Jin},
title = {An Indicator-Based Multiobjective Evolutionary Algorithm With Reference
Point Adaptation for Better Versatility},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {22},
number = {4},
pages = {609--622},
year = {2018},
url = {https://doi.org/10.1109/TEVC.2017.2749619},
doi = {10.1109/TEVC.2017.2749619},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/TianCZCJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/WangJD18,
author = {Handing Wang and
Yaochu Jin and
John Doherty},
title = {A Generic Test Suite for Evolutionary Multifidelity Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {22},
number = {6},
pages = {836--850},
year = {2018},
url = {https://doi.org/10.1109/TEVC.2017.2758360},
doi = {10.1109/TEVC.2017.2758360},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/WangJD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/TianXZCJ18,
author = {Ye Tian and
Xiaoshu Xiang and
Xingyi Zhang and
Ran Cheng and
Yaochu Jin},
title = {Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective
Optimization Problems},
booktitle = {2018 {IEEE} Congress on Evolutionary Computation, {CEC} 2018, Rio
de Janeiro, Brazil, July 8-13, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CEC.2018.8477730},
doi = {10.1109/CEC.2018.8477730},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/TianXZCJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/WangDJ18,
author = {Handing Wang and
John Doherty and
Yaochu Jin},
title = {Hierarchical Surrogate-Assisted Evolutionary Multi-Scenario Airfoil
Shape Optimization},
booktitle = {2018 {IEEE} Congress on Evolutionary Computation, {CEC} 2018, Rio
de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CEC.2018.8477766},
doi = {10.1109/CEC.2018.8477766},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/WangDJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/YuJO18,
author = {Guo Yu and
Yaochu Jin and
Markus Olhofer},
title = {A Method for a Posteriori Identification of Knee Points Based on Solution
Density},
booktitle = {2018 {IEEE} Congress on Evolutionary Computation, {CEC} 2018, Rio
de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CEC.2018.8477885},
doi = {10.1109/CEC.2018.8477885},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/YuJO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/SunJT18,
author = {Chaoli Sun and
Yaochu Jin and
Ying Tan},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {Semi-supervised learning assisted particle swarm optimization of computationally
expensive problems},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {45--52},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205455.3205596},
doi = {10.1145/3205455.3205596},
timestamp = {Fri, 02 Aug 2024 15:50:42 +0200},
biburl = {https://dblp.org/rec/conf/gecco/SunJT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-09446,
author = {Bin Liu and
Yaochu Jin},
title = {A Particle Filter based Multi-Objective Optimization Algorithm: {PFOPS}},
journal = {CoRR},
volume = {abs/1808.09446},
year = {2018},
url = {http://arxiv.org/abs/1808.09446},
eprinttype = {arXiv},
eprint = {1808.09446},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-09446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07478,
author = {Hangyu Zhu and
Yaochu Jin},
title = {Multi-objective Evolutionary Federated Learning},
journal = {CoRR},
volume = {abs/1812.07478},
year = {2018},
url = {http://arxiv.org/abs/1812.07478},
eprinttype = {arXiv},
eprint = {1812.07478},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07478.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/HeTJZP17,
author = {Cheng He and
Ye Tian and
Yaochu Jin and
Xingyi Zhang and
Linqiang Pan},
title = {A radial space division based evolutionary algorithm for many-objective
optimization},
journal = {Appl. Soft Comput.},
volume = {61},
pages = {603--621},
year = {2017},
url = {https://doi.org/10.1016/j.asoc.2017.08.024},
doi = {10.1016/J.ASOC.2017.08.024},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/HeTJZP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/LiuCZJ17,
author = {Jing Liu and
Yaxiong Chi and
Chen Zhu and
Yaochu Jin},
title = {A time series driven decomposed evolutionary optimization approach
for reconstructing large-scale gene regulatory networks based on fuzzy
cognitive maps},
journal = {{BMC} Bioinform.},
volume = {18},
number = {1},
pages = {241:1--241:14},
year = {2017},
url = {https://doi.org/10.1186/s12859-017-1657-1},
doi = {10.1186/S12859-017-1657-1},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/LiuCZJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGTKJ17,
author = {Haibo He and
Jon Garibaldi and
Kay Chen Tan and
Graham Kendall and
Yaochu Jin},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {12},
number = {1},
pages = {13--15},
year = {2017},
url = {https://doi.org/10.1109/MCI.2016.2627667},
doi = {10.1109/MCI.2016.2627667},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/HeGTKJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/JinK17,
author = {Yaochu Jin and
Stefanos D. Kollias},
title = {Conference Report on 2016 {IEEE} Symposium Series on Computational
Intelligence {(IEEE} {SSCI} 2016) [Conference Reports]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {12},
number = {2},
pages = {18--19},
year = {2017},
url = {https://doi.org/10.1109/MCI.2017.2670425},
doi = {10.1109/MCI.2017.2670425},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/JinK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGTKJO17,
author = {Haibo He and
Jon Garibaldi and
Kay Chen Tan and
Graham Kendall and
Yaochu Jin and
Yew{-}Soon Ong},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {12},
number = {2},
pages = {20--22},
year = {2017},
url = {https://doi.org/10.1109/MCI.2017.2670458},
doi = {10.1109/MCI.2017.2670458},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/HeGTKJO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGTKJO17a,
author = {Haibo He and
Jon Garibaldi and
Kay Chen Tan and
Graham Kendall and
Yaochu Jin and
Yew{-}Soon Ong},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {12},
number = {3},
pages = {6--9},
year = {2017},
url = {https://doi.org/10.1109/MCI.2017.2708918},
doi = {10.1109/MCI.2017.2708918},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/HeGTKJO17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/ZhangDZCJT17,
author = {Xingyi Zhang and
Fuchen Duan and
Lei Zhang and
Fan Cheng and
Yaochu Jin and
Ke Tang},
title = {Pattern Recommendation in Task-oriented Applications: {A} Multi-Objective
Perspective [Application Notes]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {12},
number = {3},
pages = {43--53},
year = {2017},
url = {https://doi.org/10.1109/MCI.2017.2708578},
doi = {10.1109/MCI.2017.2708578},
timestamp = {Mon, 04 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/ZhangDZCJT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeGTKJO17b,
author = {Haibo He and
Jon Garibaldi and
Kay Chen Tan and
Graham Kendall and
Yaochu Jin and
Yew{-}Soon Ong},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {12},
number = {4},
pages = {9--11},
year = {2017},
url = {https://doi.org/10.1109/MCI.2017.2742865},
doi = {10.1109/MCI.2017.2742865},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/HeGTKJO17b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/TianCZJ17,
author = {Ye Tian and
Ran Cheng and
Xingyi Zhang and
Yaochu Jin},
title = {PlatEMO: {A} {MATLAB} Platform for Evolutionary Multi-Objective Optimization
[Educational Forum]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {12},
number = {4},
pages = {73--87},
year = {2017},
url = {https://doi.org/10.1109/MCI.2017.2742868},
doi = {10.1109/MCI.2017.2742868},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/TianCZJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cor/WangLJ17,
author = {Dujuan Wang and
Feng Liu and
Yaochu Jin},
title = {A multi-objective evolutionary algorithm guided by directed search
for dynamic scheduling},
journal = {Comput. Oper. Res.},
volume = {79},
pages = {279--290},
year = {2017},
url = {https://doi.org/10.1016/j.cor.2016.04.024},
doi = {10.1016/J.COR.2016.04.024},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cor/WangLJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AlbukhanajerJB17,
author = {Wissam A. Albukhanajer and
Yaochu Jin and
Johann A. Briffa},
title = {Classifier ensembles for image identification using multi-objective
Pareto features},
journal = {Neurocomputing},
volume = {238},
pages = {316--327},
year = {2017},
url = {https://doi.org/10.1016/j.neucom.2017.01.067},
doi = {10.1016/J.NEUCOM.2017.01.067},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/AlbukhanajerJB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GuJ17,
author = {Shenkai Gu and
Yaochu Jin},
title = {Multi-train: {A} semi-supervised heterogeneous ensemble classifier},
journal = {Neurocomputing},
volume = {249},
pages = {202--211},
year = {2017},
url = {https://doi.org/10.1016/j.neucom.2017.03.063},
doi = {10.1016/J.NEUCOM.2017.03.063},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/GuJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Chrol-CannonJG17,
author = {Joseph Chrol{-}Cannon and
Yaochu Jin and
Andr{\'{e}} Gr{\"{u}}ning},
title = {An efficient method for online detection of polychronous patterns
in spiking neural networks},
journal = {Neurocomputing},
volume = {267},
pages = {644--650},
year = {2017},
url = {https://doi.org/10.1016/j.neucom.2017.06.025},
doi = {10.1016/J.NEUCOM.2017.06.025},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/Chrol-CannonJG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HuangDHJ17,
author = {Yuanjun Huang and
Yongsheng Ding and
Kuangrong Hao and
Yaochu Jin},
title = {A multi-objective approach to robust optimization over time considering
switching cost},
journal = {Inf. Sci.},
volume = {394},
pages = {183--197},
year = {2017},
url = {https://doi.org/10.1016/j.ins.2017.02.029},
doi = {10.1016/J.INS.2017.02.029},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/HuangDHJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/YeLYJ17,
author = {Xin Ye and
Sihao Liu and
Yanli Yin and
Yaochu Jin},
title = {User-oriented many-objective cloud workflow scheduling based on an
improved knee point driven evolutionary algorithm},
journal = {Knowl. Based Syst.},
volume = {135},
pages = {113--124},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2017.08.006},
doi = {10.1016/J.KNOSYS.2017.08.006},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/YeLYJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/memetic/JinDD17,
author = {Yaochu Jin and
Jinliang Ding and
Yongsheng Ding},
title = {Thematic issue on "bio-inspired learning for data analysis"},
journal = {Memetic Comput.},
volume = {9},
number = {1},
pages = {1--2},
year = {2017},
url = {https://doi.org/10.1007/s12293-017-0223-8},
doi = {10.1007/S12293-017-0223-8},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/memetic/JinDD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/OhSSJ17,
author = {Hyondong Oh and
Ataollah Ramezan Shirazi and
Chaoli Sun and
Yaochu Jin},
title = {Bio-inspired self-organising multi-robot pattern formation: {A} review},
journal = {Robotics Auton. Syst.},
volume = {91},
pages = {83--100},
year = {2017},
url = {https://doi.org/10.1016/j.robot.2016.12.006},
doi = {10.1016/J.ROBOT.2016.12.006},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ras/OhSSJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/YaoDJH17,
author = {Guangshun Yao and
Yongsheng Ding and
Yaochu Jin and
Kuangrong Hao},
title = {Endocrine-based coevolutionary multi-swarm for multi-objective workflow
scheduling in a cloud system},
journal = {Soft Comput.},
volume = {21},
number = {15},
pages = {4309--4322},
year = {2017},
url = {https://doi.org/10.1007/s00500-016-2063-8},
doi = {10.1007/S00500-016-2063-8},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/YaoDJH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/JinD17,
author = {Yaochu Jin and
Jinliang Ding},
title = {Special issue on "Data-driven evolutionary optimization"},
journal = {Soft Comput.},
volume = {21},
number = {20},
pages = {5867--5868},
year = {2017},
url = {https://doi.org/10.1007/s00500-017-2842-x},
doi = {10.1007/S00500-017-2842-X},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/JinD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WangJY17,
author = {Handing Wang and
Yaochu Jin and
Xin Yao},
title = {Diversity Assessment in Many-Objective Optimization},
journal = {{IEEE} Trans. Cybern.},
volume = {47},
number = {6},
pages = {1510--1522},
year = {2017},
url = {https://doi.org/10.1109/TCYB.2016.2550502},
doi = {10.1109/TCYB.2016.2550502},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/WangJY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WangJD17,
author = {Handing Wang and
Yaochu Jin and
John Doherty},
title = {Committee-Based Active Learning for Surrogate-Assisted Particle Swarm
Optimization of Expensive Problems},
journal = {{IEEE} Trans. Cybern.},
volume = {47},
number = {9},
pages = {2664--2677},
year = {2017},
url = {https://doi.org/10.1109/TCYB.2017.2710978},
doi = {10.1109/TCYB.2017.2710978},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/WangJD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LiuGSJ17,
author = {Yiping Liu and
Dunwei Gong and
Jing Sun and
Yaochu Jin},
title = {A Many-Objective Evolutionary Algorithm Using {A} One-by-One Selection
Strategy},
journal = {{IEEE} Trans. Cybern.},
volume = {47},
number = {9},
pages = {2689--2702},
year = {2017},
url = {https://doi.org/10.1109/TCYB.2016.2638902},
doi = {10.1109/TCYB.2016.2638902},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/LiuGSJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/ChengJOS17,
author = {Ran Cheng and
Yaochu Jin and
Markus Olhofer and
Bernhard Sendhoff},
title = {Test Problems for Large-Scale Multiobjective and Many-Objective Optimization},
journal = {{IEEE} Trans. Cybern.},
volume = {47},
number = {12},
pages = {4108--4121},
year = {2017},
url = {https://doi.org/10.1109/TCYB.2016.2600577},
doi = {10.1109/TCYB.2016.2600577},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/ChengJOS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/SunJCDZ17,
author = {Chaoli Sun and
Yaochu Jin and
Ran Cheng and
Jinliang Ding and
Jianchao Zeng},
title = {Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional
Expensive Problems},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {21},
number = {4},
pages = {644--660},
year = {2017},
url = {https://doi.org/10.1109/TEVC.2017.2675628},
doi = {10.1109/TEVC.2017.2675628},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/SunJCDZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/ChengRFOJ17,
author = {Ran Cheng and
Tobias Rodemann and
Michael Fischer and
Markus Olhofer and
Yaochu Jin},
title = {Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle
Control: From General Optimization to Preference Articulation},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {1},
number = {2},
pages = {97--111},
year = {2017},
url = {https://doi.org/10.1109/TETCI.2017.2669104},
doi = {10.1109/TETCI.2017.2669104},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/ChengRFOJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/ShiraziJ17,
author = {Ataollah Ramezan Shirazi and
Yaochu Jin},
title = {A Strategy for Self-Organized Coordinated Motion of a Swarm of Minimalist
Robots},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {1},
number = {5},
pages = {326--338},
year = {2017},
url = {https://doi.org/10.1109/TETCI.2017.2741505},
doi = {10.1109/TETCI.2017.2741505},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tetci/ShiraziJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/YangDTJ17,
author = {Cuie Yang and
Jinliang Ding and
Kay Chen Tan and
Yaochu Jin},
title = {Two-stage assortative mating for multi-objective multifactorial evolutionary
optimization},
booktitle = {56th {IEEE} Annual Conference on Decision and Control, {CDC} 2017,
Melbourne, Australia, December 12-15, 2017},
pages = {76--81},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CDC.2017.8263646},
doi = {10.1109/CDC.2017.8263646},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/YangDTJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/WangJ17,
author = {Handing Wang and
Yaochu Jin},
title = {Efficient nonlinear correlation detection for decomposed search in
evolutionary multi-objective optimization},
booktitle = {2017 {IEEE} Congress on Evolutionary Computation, {CEC} 2017, Donostia,
San Sebasti{\'{a}}n, Spain, June 5-8, 2017},
pages = {649--656},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CEC.2017.7969372},
doi = {10.1109/CEC.2017.7969372},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/WangJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ChughSMJKM17,
author = {Tinkle Chugh and
Karthik Sindhya and
Kaisa Miettinen and
Yaochu Jin and
Tomas Kratky and
Pekka Makkonen},
title = {Surrogate-assisted evolutionary multiobjective shape optimization
of an air intake ventilation system},
booktitle = {2017 {IEEE} Congress on Evolutionary Computation, {CEC} 2017, Donostia,
San Sebasti{\'{a}}n, Spain, June 5-8, 2017},
pages = {1541--1548},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CEC.2017.7969486},
doi = {10.1109/CEC.2017.7969486},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/ChughSMJKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/NaikJCBFJ17,
author = {Nitin Naik and
Paul Jenkins and
Roger Cooke and
David Ball and
Arthur Foster and
Yaochu Jin},
title = {Augmented windows fuzzy firewall for preventing denial of service
attack},
booktitle = {2017 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2017, Naples, Italy, July 9-12, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/FUZZ-IEEE.2017.8015701},
doi = {10.1109/FUZZ-IEEE.2017.8015701},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/NaikJCBFJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/CarneiroCCJZ17,
author = {Murillo G. Carneiro and
Thiago Henrique Cupertino and
Ran Cheng and
Yaochu Jin and
Liang Zhao},
title = {Nature-Inspired Graph Optimization for Dimensionality Reduction},
booktitle = {29th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2017, Boston, MA, USA, November 6-8, 2017},
pages = {1113--1119},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICTAI.2017.00170},
doi = {10.1109/ICTAI.2017.00170},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/CarneiroCCJZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/ThomasJBG17,
author = {Spencer Angus Thomas and
Yaochu Jin and
Josephine Bunch and
Ian S. Gilmore},
title = {Enhancing classification of mass spectrometry imaging data with deep
neural networks},
booktitle = {2017 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017},
pages = {1--8},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SSCI.2017.8285223},
doi = {10.1109/SSCI.2017.8285223},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/ThomasJBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/TianSZYTJ17,
author = {Jie Tian and
Chaoli Sun and
Jianchao Zeng and
Haibo Yu and
Ying Tan and
Yaochu Jin},
title = {Comparisons of different kernels in Kriging-assisted evolutionary
expensive optimization},
booktitle = {2017 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017},
pages = {1--8},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SSCI.2017.8285281},
doi = {10.1109/SSCI.2017.8285281},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/TianSZYTJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/emo/2017,
editor = {Heike Trautmann and
G{\"{u}}nter Rudolph and
Kathrin Klamroth and
Oliver Sch{\"{u}}tze and
Margaret M. Wiecek and
Yaochu Jin and
Christian Grimme},
title = {Evolutionary Multi-Criterion Optimization - 9th International Conference,
{EMO} 2017, M{\"{u}}nster, Germany, March 19-22, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10173},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-54157-0},
doi = {10.1007/978-3-319-54157-0},
isbn = {978-3-319-54156-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emo/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/seal/2017,
editor = {Yuhui Shi and
Kay Chen Tan and
Mengjie Zhang and
Ke Tang and
Xiaodong Li and
Qingfu Zhang and
Ying Tan and
Martin Middendorf and
Yaochu Jin},
title = {Simulated Evolution and Learning - 11th International Conference,
{SEAL} 2017, Shenzhen, China, November 10-13, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10593},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68759-9},
doi = {10.1007/978-3-319-68759-9},
isbn = {978-3-319-68758-2},
timestamp = {Sat, 31 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/seal/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/taros/2017,
editor = {Yang Gao and
Saber Fallah and
Yaochu Jin and
Constantina Lekakou},
title = {Towards Autonomous Robotic Systems - 18th Annual Conference, {TAROS}
2017, Guildford, UK, July 19-21, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10454},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-64107-2},
doi = {10.1007/978-3-319-64107-2},
isbn = {978-3-319-64106-5},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/taros/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TianCZJ17,
author = {Ye Tian and
Ran Cheng and
Xingyi Zhang and
Yaochu Jin},
title = {PlatEMO: {A} {MATLAB} Platform for Evolutionary Multi-Objective Optimization},
journal = {CoRR},
volume = {abs/1701.00879},
year = {2017},
url = {http://arxiv.org/abs/1701.00879},
eprinttype = {arXiv},
eprint = {1701.00879},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TianCZJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Chrol-CannonJG17,
author = {Joseph Chrol{-}Cannon and
Yaochu Jin and
Andr{\'{e}} Gr{\"{u}}ning},
title = {An Efficient Method for online Detection of Polychronous Patterns
in Spiking Neural Network},
journal = {CoRR},
volume = {abs/1702.05939},
year = {2017},
url = {http://arxiv.org/abs/1702.05939},
eprinttype = {arXiv},
eprint = {1702.05939},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Chrol-CannonJG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuanOFQGDZTJI17,
author = {Yuan Yuan and
Yew{-}Soon Ong and
Liang Feng and
A. Kai Qin and
Abhishek Gupta and
Bingshui Da and
Qingfu Zhang and
Kay Chen Tan and
Yaochu Jin and
Hisao Ishibuchi},
title = {Evolutionary Multitasking for Multiobjective Continuous Optimization:
Benchmark Problems, Performance Metrics and Baseline Results},
journal = {CoRR},
volume = {abs/1706.02766},
year = {2017},
url = {http://arxiv.org/abs/1706.02766},
eprinttype = {arXiv},
eprint = {1706.02766},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/YuanOFQGDZTJI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/HanGJP16,
author = {Yuyan Han and
Dunwei Gong and
Yaochu Jin and
Quan{-}Ke Pan},
title = {Evolutionary multi-objective blocking lot-streaming flow shop scheduling
with interval processing time},
journal = {Appl. Soft Comput.},
volume = {42},
pages = {229--245},
year = {2016},
url = {https://doi.org/10.1016/j.asoc.2016.01.033},
doi = {10.1016/J.ASOC.2016.01.033},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/HanGJP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/CerriBCJ16,
author = {Ricardo Cerri and
Rodrigo C. Barros and
Andr{\'{e}} C. P. L. F. de Carvalho and
Yaochu Jin},
title = {Reduction strategies for hierarchical multi-label classification in
protein function prediction},
journal = {{BMC} Bioinform.},
volume = {17},
pages = {373},
year = {2016},
url = {https://doi.org/10.1186/s12859-016-1232-1},
doi = {10.1186/S12859-016-1232-1},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/CerriBCJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeLTKJ16,
author = {Haibo He and
Chin{-}Teng Lin and
Kay Chen Tan and
Graham Kendall and
Yaochu Jin},
title = {{CIS} Publication Spotlight Publication Spotlight},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {11},
number = {2},
pages = {10--12},
year = {2016},
url = {https://doi.org/10.1109/MCI.2016.2532263},
doi = {10.1109/MCI.2016.2532263},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/HeLTKJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeLTKJ16a,
author = {Haibo He and
Chin{-}Teng Lin and
Kay Chen Tan and
Graham Kendall and
Yaochu Jin},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {11},
number = {3},
pages = {6, 75},
year = {2016},
url = {https://doi.org/10.1109/MCI.2016.2572480},
doi = {10.1109/MCI.2016.2572480},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/HeLTKJ16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HeLTKJ16b,
author = {Haibo He and
Chin{-}Teng Lin and
Kay Chen Tan and
Graham Kendall and
Yaochu Jin},
title = {{CIS} Publication Spotlight [Publication Spotlight]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {11},
number = {4},
pages = {8--10},
year = {2016},
url = {https://doi.org/10.1109/MCI.2016.2602070},
doi = {10.1109/MCI.2016.2602070},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/HeLTKJ16b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/DingZRJHC16,
author = {Yongsheng Ding and
Tao Zhang and
Lihong Ren and
Yaochu Jin and
Kuangrong Hao and
Lei Chen},
title = {Immune-inspired self-adaptive collaborative control allocation for
multi-level stretching processes},
journal = {Inf. Sci.},
volume = {342},
pages = {81--95},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2015.12.029},
doi = {10.1016/J.INS.2015.12.029},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/DingZRJHC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/YusoffCJ16,
author = {Mohd{-}Hanif Yusoff and
Joseph Chrol{-}Cannon and
Yaochu Jin},
title = {Modeling neural plasticity in echo state networks for classification
and regression},
journal = {Inf. Sci.},
volume = {364-365},
pages = {184--196},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2015.11.017},
doi = {10.1016/J.INS.2015.11.017},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/YusoffCJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhangTJ16,
author = {Xingyi Zhang and
Ye Tian and
Yaochu Jin},
title = {Approximate non-dominated sorting for evolutionary many-objective
optimization},
journal = {Inf. Sci.},
volume = {369},
pages = {14--33},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2016.06.007},
doi = {10.1016/J.INS.2016.06.007},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ZhangTJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/PengLJ16,
author = {Xingguang Peng and
Kun Liu and
Yaochu Jin},
title = {A dynamic optimization approach to the design of cooperative co-evolutionary
algorithms},
journal = {Knowl. Based Syst.},
volume = {109},
pages = {174--186},
year = {2016},
url = {https://doi.org/10.1016/j.knosys.2016.07.001},
doi = {10.1016/J.KNOSYS.2016.07.001},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/PengLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/BrownJLH16,
author = {Craig Brown and
Yaochu Jin and
Matthew Leach and
Martin Hodgson},
title = {{\(\mu\)} {JADE:} adaptive differential evolution with a small population},
journal = {Soft Comput.},
volume = {20},
number = {10},
pages = {4111--4120},
year = {2016},
url = {https://doi.org/10.1007/s00500-015-1746-x},
doi = {10.1007/S00500-015-1746-X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/BrownJLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tamd/Jin16,
author = {Yaochu Jin},
title = {Editorial {IEEE} Transactions on Cognitive and Developmental Systems},
journal = {{IEEE} Trans. Cogn. Dev. Syst.},
volume = {8},
number = {1},
pages = {1--2},
year = {2016},
url = {https://doi.org/10.1109/TCDS.2016.2521064},
doi = {10.1109/TCDS.2016.2521064},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tamd/Jin16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ChengJOS16,
author = {Ran Cheng and
Yaochu Jin and
Markus Olhofer and
Bernhard Sendhoff},
title = {A Reference Vector Guided Evolutionary Algorithm for Many-Objective
Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {20},
number = {5},
pages = {773--791},
year = {2016},
url = {https://doi.org/10.1109/TEVC.2016.2519378},
doi = {10.1109/TEVC.2016.2519378},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/ChengJOS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/WangJJ16,
author = {Handing Wang and
Yaochu Jin and
Jan O. Jansen},
title = {Data-Driven Surrogate-Assisted Multiobjective Evolutionary Optimization
of a Trauma System},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {20},
number = {6},
pages = {939--952},
year = {2016},
url = {https://doi.org/10.1109/TEVC.2016.2555315},
doi = {10.1109/TEVC.2016.2555315},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/WangJJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/HeMWTMJG16,
author = {Hongmei He and
Carsten Maple and
Tim Watson and
Ashutosh Tiwari and
J{\"{o}}rn Mehnen and
Yaochu Jin and
Bogdan Gabrys},
title = {The security challenges in the IoT enabled cyber-physical systems
and opportunities for evolutionary computing {\&} other computational
intelligence},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2016, Vancouver,
BC, Canada, July 24-29, 2016},
pages = {1015--1021},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CEC.2016.7743900},
doi = {10.1109/CEC.2016.7743900},
timestamp = {Thu, 20 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/HeMWTMJG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/HeTMWMJG16,
author = {Hongmei He and
Ashutosh Tiwari and
J{\"{o}}rn Mehnen and
Tim Watson and
Carsten Maple and
Yaochu Jin and
Bogdan Gabrys},
title = {Incremental information gain analysis of input attribute impact on
RBF-kernel {SVM} spam detection},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2016, Vancouver,
BC, Canada, July 24-29, 2016},
pages = {1022--1029},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CEC.2016.7743901},
doi = {10.1109/CEC.2016.7743901},
timestamp = {Thu, 20 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/HeTMWMJG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/JinYDC16,
author = {Yaochu Jin and
Cuie Yang and
Jinliang Ding and
Tianyou Chai},
title = {Reference point based prediction for evolutionary dynamic multiobjective
optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2016, Vancouver,
BC, Canada, July 24-29, 2016},
pages = {3769--3776},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CEC.2016.7744267},
doi = {10.1109/CEC.2016.7744267},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/JinYDC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/TianZCJ16,
author = {Ye Tian and
Xingyi Zhang and
Ran Cheng and
Yaochu Jin},
title = {A multi-objective evolutionary algorithm based on an enhanced inverted
generational distance metric},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2016, Vancouver,
BC, Canada, July 24-29, 2016},
pages = {5222--5229},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CEC.2016.7748352},
doi = {10.1109/CEC.2016.7748352},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/TianZCJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmbd/ChengLSJL16,
author = {Shi Cheng and
Bin Liu and
Yuhui Shi and
Yaochu Jin and
Bin Li},
editor = {Ying Tan and
Yuhui Shi},
title = {Evolutionary Computation and Big Data: Key Challenges and Future Directions},
booktitle = {Data Mining and Big Data, First International Conference, {DMBD} 2016,
Bali, Indonesia, June 25-30, 2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9714},
pages = {3--14},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-40973-3\_1},
doi = {10.1007/978-3-319-40973-3\_1},
timestamp = {Tue, 11 Jul 2023 08:21:50 +0200},
biburl = {https://dblp.org/rec/conf/dmbd/ChengLSJL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/RahatEFJW16,
author = {Alma As{-}Aad Rahat and
Richard M. Everson and
Jonathan E. Fieldsend and
Yaochu Jin and
Handing Wang},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome
{\&} Organization},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {1265--1266},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2931710},
doi = {10.1145/2908961.2931710},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/RahatEFJW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/SunJDZ16,
author = {Chao{-}Li Sun and
Yaochu Jin and
Jinliang Ding and
Jianchao Zeng},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Fitness Estimation Strategy Assisted Competitive Swarm Optimizer for
High Dimensional Expensive Problems},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {1277--1278},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2931713},
doi = {10.1145/2908961.2931713},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/SunJDZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Jin16,
author = {Yaochu Jin},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Data Driven Evolutionary Optimization of Complex Systems: Big Data
Versus Small Data},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {1281--1282},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2931715},
doi = {10.1145/2908961.2931715},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Jin16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CarneiroZCJ16,
author = {Murillo G. Carneiro and
Liang Zhao and
Ran Cheng and
Yaochu Jin},
title = {Network structural optimization based on swarm intelligence for highlevel
classification},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {3737--3744},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727681},
doi = {10.1109/IJCNN.2016.7727681},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CarneiroZCJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/ChughSMHJ16,
author = {Tinkle Chugh and
Karthik Sindhya and
Kaisa Miettinen and
Jussi Hakanen and
Yaochu Jin},
editor = {Julia Handl and
Emma Hart and
Peter R. Lewis and
Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Gabriela Ochoa and
Ben Paechter},
title = {On Constraint Handling in Surrogate-Assisted Evolutionary Many-Objective
Optimization},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XIV} - 14th International
Conference, Edinburgh, UK, September 17-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9921},
pages = {214--224},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45823-6\_20},
doi = {10.1007/978-3-319-45823-6\_20},
timestamp = {Wed, 19 Jan 2022 09:30:47 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/ChughSMHJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/AntoniadesTJ16,
author = {Andreas Antoniades and
Clive Cheong Took and
Yaochu Jin},
title = {An improved mini-batching technique: Sample-and-Learn},
booktitle = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2016, Athens, Greece, December 6-9, 2016},
pages = {1--7},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSCI.2016.7849865},
doi = {10.1109/SSCI.2016.7849865},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/ssci/AntoniadesTJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/GuoCDJ16,
author = {Dan Guo and
Tianyou Chai and
Jinliang Ding and
Yaochu Jin},
title = {Small data driven evolutionary multi-objective optimization of fused
magnesium furnaces},
booktitle = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2016, Athens, Greece, December 6-9, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSCI.2016.7850211},
doi = {10.1109/SSCI.2016.7850211},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/GuoCDJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/HakanenCSJM16,
author = {Jussi Hakanen and
Tinkle Chugh and
Karthik Sindhya and
Yaochu Jin and
Kaisa Miettinen},
title = {Connections of reference vectors and different types of preference
information in interactive multiobjective evolutionary algorithms},
booktitle = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2016, Athens, Greece, December 6-9, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSCI.2016.7850220},
doi = {10.1109/SSCI.2016.7850220},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/HakanenCSJM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/JinK16,
author = {Yaochu Jin and
Stefanos D. Kollias},
title = {Preface from {IEEE} {SSCI} 2016 general chairs},
booktitle = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2016, Athens, Greece, December 6-9, 2016},
pages = {1--2},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSCI.2016.7849364},
doi = {10.1109/SSCI.2016.7849364},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/JinK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/TianTSZJ16,
author = {Jie Tian and
Yin Tan and
Chao{-}Li Sun and
Jianchao Zeng and
Yaochu Jin},
title = {A self-adaptive similarity-based fitness approximation for evolutionary
optimization},
booktitle = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2016, Athens, Greece, December 6-9, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSCI.2016.7850209},
doi = {10.1109/SSCI.2016.7850209},
timestamp = {Sat, 21 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/TianTSZJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/YolcuJE16,
author = {Ufuk Yolcu and
Yaochu Jin and
Erol Egrioglu},
title = {An ensemble of single multiplicative neuron models for probabilistic
prediction},
booktitle = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2016, Athens, Greece, December 6-9, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSCI.2016.7849975},
doi = {10.1109/SSCI.2016.7849975},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/YolcuJE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/YuTSZJ16,
author = {Haibo Yu and
Yin Tan and
Chao{-}Li Sun and
Jianchao Zeng and
Yaochu Jin},
title = {An adaptive model selection strategy for surrogate-assisted particle
swarm optimization algorithm},
booktitle = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2016, Athens, Greece, December 6-9, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSCI.2016.7850208},
doi = {10.1109/SSCI.2016.7850208},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/YuTSZJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/ZhangTCJ16,
author = {Xingyi Zhang and
Ye Tian and
Ran Cheng and
Yaochu Jin},
title = {Empirical analysis of a tree-based efficient non-dominated sorting
approach for many-objective optimization},
booktitle = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2016, Athens, Greece, December 6-9, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSCI.2016.7850210},
doi = {10.1109/SSCI.2016.7850210},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/ZhangTCJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/RahmanMLJ15,
author = {Tameera Rahman and
Mana Mahapatra and
Emma Laing and
Yaochu Jin},
title = {Evolutionary non-linear modelling for selecting vaccines against antigenically
variable viruses},
journal = {Bioinform.},
volume = {31},
number = {6},
pages = {834--840},
year = {2015},
url = {https://doi.org/10.1093/bioinformatics/btu768},
doi = {10.1093/BIOINFORMATICS/BTU768},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/RahmanMLJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/Chrol-CannonJ15,
author = {Joseph Chrol{-}Cannon and
Yaochu Jin},
title = {Learning structure of sensory inputs with synaptic plasticity leads
to interference},
journal = {Frontiers Comput. Neurosci.},
volume = {9},
pages = {103},
year = {2015},
url = {https://doi.org/10.3389/fncom.2015.00103},
doi = {10.3389/FNCOM.2015.00103},
timestamp = {Sat, 23 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/Chrol-CannonJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ChengJ15,
author = {Ran Cheng and
Yaochu Jin},
title = {A social learning particle swarm optimization algorithm for scalable
optimization},
journal = {Inf. Sci.},
volume = {291},
pages = {43--60},
year = {2015},
url = {https://doi.org/10.1016/j.ins.2014.08.039},
doi = {10.1016/J.INS.2014.08.039},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ChengJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/WangLWJ15,
author = {Dujuan Wang and
Feng Liu and
Yanzhang Wang and
Yaochu Jin},
title = {A knowledge-based evolutionary proactive scheduling approach in the
presence of machine breakdown and deterioration effect},
journal = {Knowl. Based Syst.},
volume = {90},
pages = {70--80},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2015.09.032},
doi = {10.1016/J.KNOSYS.2015.09.032},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/WangLWJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/YangDJH15,
author = {Bin Yang and
Yongsheng Ding and
Yaochu Jin and
Kuangrong Hao},
title = {Self-organized swarm robot for target search and trapping inspired
by bacterial chemotaxis},
journal = {Robotics Auton. Syst.},
volume = {72},
pages = {83--92},
year = {2015},
url = {https://doi.org/10.1016/j.robot.2015.05.001},
doi = {10.1016/J.ROBOT.2015.05.001},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ras/YangDJH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/JinDHJ15,
author = {Yanling Jin and
Yongsheng Ding and
Kuangrong Hao and
Yaochu Jin},
title = {An endocrine-based intelligent distributed cooperative algorithm for
target tracking in wireless sensor networks},
journal = {Soft Comput.},
volume = {19},
number = {5},
pages = {1427--1441},
year = {2015},
url = {https://doi.org/10.1007/s00500-014-1352-3},
doi = {10.1007/S00500-014-1352-3},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/JinDHJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/Jin15,
author = {Yaochu Jin},
title = {Special issue on {UKCI} 2013},
journal = {Soft Comput.},
volume = {19},
number = {6},
pages = {1443--1444},
year = {2015},
url = {https://doi.org/10.1007/s00500-015-1649-x},
doi = {10.1007/S00500-015-1649-X},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/Jin15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/SunJZY15,
author = {Chaoli Sun and
Yaochu Jin and
Jianchao Zeng and
Yang Yu},
title = {A two-layer surrogate-assisted particle swarm optimization algorithm},
journal = {Soft Comput.},
volume = {19},
number = {6},
pages = {1461--1475},
year = {2015},
url = {https://doi.org/10.1007/s00500-014-1283-z},
doi = {10.1007/S00500-014-1283-Z},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/SunJZY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/ZhangJDH15,
author = {Tao Zhang and
Yaochu Jin and
Yongsheng Ding and
Kuangrong Hao},
title = {A cytokine network-inspired cooperative control system for multi-stage
stretching processes in fiber production},
journal = {Soft Comput.},
volume = {19},
number = {6},
pages = {1523--1540},
year = {2015},
url = {https://doi.org/10.1007/s00500-014-1297-6},
doi = {10.1007/S00500-014-1297-6},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/ZhangJDH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/WuJL15,
author = {Yan Wu and
Yaochu Jin and
Xiaoxiong Liu},
title = {A directed search strategy for evolutionary dynamic multiobjective
optimization},
journal = {Soft Comput.},
volume = {19},
number = {11},
pages = {3221--3235},
year = {2015},
url = {https://doi.org/10.1007/s00500-014-1477-4},
doi = {10.1007/S00500-014-1477-4},
timestamp = {Mon, 04 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/WuJL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/ChengJ15,
author = {Ran Cheng and
Yaochu Jin},
title = {A Competitive Swarm Optimizer for Large Scale Optimization},
journal = {{IEEE} Trans. Cybern.},
volume = {45},
number = {2},
pages = {191--204},
year = {2015},
url = {https://doi.org/10.1109/TCYB.2014.2322602},
doi = {10.1109/TCYB.2014.2322602},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/ChengJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/AlbukhanajerBJ15,
author = {Wissam A. Albukhanajer and
Johann A. Briffa and
Yaochu Jin},
title = {Evolutionary Multiobjective Image Feature Extraction in the Presence
of Noise},
journal = {{IEEE} Trans. Cybern.},
volume = {45},
number = {9},
pages = {1757--1768},
year = {2015},
url = {https://doi.org/10.1109/TCYB.2014.2360074},
doi = {10.1109/TCYB.2014.2360074},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/AlbukhanajerBJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ZhangTCJ15,
author = {Xingyi Zhang and
Ye Tian and
Ran Cheng and
Yaochu Jin},
title = {An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective
Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {19},
number = {2},
pages = {201--213},
year = {2015},
url = {https://doi.org/10.1109/TEVC.2014.2308305},
doi = {10.1109/TEVC.2014.2308305},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/ZhangTCJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ZhangTJ15,
author = {Xingyi Zhang and
Ye Tian and
Yaochu Jin},
title = {A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {19},
number = {6},
pages = {761--776},
year = {2015},
url = {https://doi.org/10.1109/TEVC.2014.2378512},
doi = {10.1109/TEVC.2014.2378512},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/ZhangTJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ChengJNS15,
author = {Ran Cheng and
Yaochu Jin and
Kaname Narukawa and
Bernhard Sendhoff},
title = {A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based
Inverse Modeling},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {19},
number = {6},
pages = {838--856},
year = {2015},
url = {https://doi.org/10.1109/TEVC.2015.2395073},
doi = {10.1109/TEVC.2015.2395073},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/ChengJNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/GuCJ15,
author = {Shenkai Gu and
Ran Cheng and
Yaochu Jin},
title = {Multi-objective ensemble generation},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {5},
number = {5},
pages = {234--245},
year = {2015},
url = {https://doi.org/10.1002/widm.1158},
doi = {10.1002/WIDM.1158},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/GuCJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ChengOJ15,
author = {Ran Cheng and
Markus Olhofer and
Yaochu Jin},
title = {Reference vector based a posteriori preference articulation for evolutionary
multiobjective optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2015, Sendai, Japan,
May 25-28, 2015},
pages = {939--946},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CEC.2015.7256991},
doi = {10.1109/CEC.2015.7256991},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/ChengOJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/HuangJD15,
author = {Yuanjun Huang and
Yaochu Jin and
Yongsheng Ding},
title = {New performance indicators for robust optimization over time},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2015, Sendai, Japan,
May 25-28, 2015},
pages = {1380--1387},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CEC.2015.7257049},
doi = {10.1109/CEC.2015.7257049},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/HuangJD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/AlbukhanajerJB15,
author = {Wissam A. Albukhanajer and
Yaochu Jin and
Johann A. Briffa},
title = {Trade-off between computational complexity and accuracy in evolutionary
image feature extraction},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2015, Sendai, Japan,
May 25-28, 2015},
pages = {2412--2419},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CEC.2015.7257184},
doi = {10.1109/CEC.2015.7257184},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/AlbukhanajerJB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/ChengJN15,
author = {Ran Cheng and
Yaochu Jin and
Kaname Narukawa},
editor = {Ant{\'{o}}nio Gaspar{-}Cunha and
Carlos Henggeler Antunes and
Carlos A. Coello Coello},
title = {Adaptive Reference Vector Generation for Inverse Model Based Evolutionary
Multiobjective Optimization with Degenerate and Disconnected Pareto
Fronts},
booktitle = {Evolutionary Multi-Criterion Optimization - 8th International Conference,
{EMO} 2015, Guimar{\~{a}}es, Portugal, March 29 -April 1, 2015. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9018},
pages = {127--140},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-15934-8\_9},
doi = {10.1007/978-3-319-15934-8\_9},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emo/ChengJN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/Jin15,
author = {Yaochu Jin},
editor = {Jos{\'{e}} Maria Alonso and
Humberto Bustince and
Marek Z. Reformat},
title = {Evolutionary Optimization of complex Systems in Uncertain Environments},
booktitle = {2015 Conference of the International Fuzzy Systems Association and
the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15),
Gij{\'{o}}n, Spain., June 30, 2015},
publisher = {Atlantis Press},
year = {2015},
timestamp = {Thu, 06 Oct 2022 12:30:16 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/Jin15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcci/Jin15,
author = {Yaochu Jin},
editor = {Agostinho C. Rosa and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
Ant{\'{o}}nio Dourado and
Jos{\'{e}} Manuel Cadenas and
Kurosh Madani and
Ant{\'{o}}nio E. B. Ruano and
Joaquim Filipe},
title = {Scalable Model based Evolutionary Multi-objective Optimization},
booktitle = {Proceedings of the 7th International Joint Conference on Computational
Intelligence {(IJCCI} 2015) - Volume 1: ECTA, Lisbon, Portugal, November
12-14, 2015},
pages = {7},
publisher = {SciTePress},
year = {2015},
url = {https://ieeexplore.ieee.org/document/7529292/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcci/Jin15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/taai/WuLHLJTYWHC15,
author = {I{-}Chen Wu and
Chang{-}Shing Lee and
Shun{-}Chin Hsu and
Vincenzo Loia and
Yaochu Jin and
Chuan{-}Kang Ting and
Shi{-}Jim Yen and
Yung{-}Gi Wu and
Mong{-}Fong Horng and
Chuen{-}Liang Chen},
title = {General chairs and program chairs message},
booktitle = {Conference on Technologies and Applications of Artificial Intelligence,
{TAAI} 2015, Tainan, Taiwan, November 20-22, 2015},
pages = {13--14},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/TAAI.2015.7407053},
doi = {10.1109/TAAI.2015.7407053},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/taai/WuLHLJTYWHC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/AlghamdiTJ15,
author = {Hanan S. Alghamdi and
Lilian Tang and
Yaochu Jin},
editor = {Jos{\'{e}} Braz and
Sebastiano Battiato and
Francisco H. Imai},
title = {Ensemble Learning Optimization for Diabetic Retinopathy Image Analysis},
booktitle = {{VISAPP} 2015 - Proceedings of the 10th International Conference on
Computer Vision Theory and Applications, Volume 1, Berlin, Germany,
11-14 March, 2015},
pages = {471--477},
publisher = {SciTePress},
year = {2015},
url = {https://doi.org/10.5220/0005296604710477},
doi = {10.5220/0005296604710477},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visapp/AlghamdiTJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biosystems/Chrol-CannonJ14,
author = {Joseph Chrol{-}Cannon and
Yaochu Jin},
title = {Computational modeling of neural plasticity for self-organization
of neural networks},
journal = {Biosyst.},
volume = {125},
pages = {43--54},
year = {2014},
url = {https://doi.org/10.1016/j.biosystems.2014.04.003},
doi = {10.1016/J.BIOSYSTEMS.2014.04.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biosystems/Chrol-CannonJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/Jin14,
author = {Yaochu Jin},
title = {{IEEE} {CIS} VP-Technical Activities Vision Statement [Society Briefs]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {9},
number = {1},
pages = {9--10},
year = {2014},
url = {https://doi.org/10.1109/MCI.2013.2291675},
doi = {10.1109/MCI.2013.2291675},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/Jin14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/JinH14,
author = {Yaochu Jin and
Barbara Hammer},
title = {Computational Intelligence in Big Data [Guest Editorial]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {9},
number = {3},
pages = {12--13},
year = {2014},
url = {https://doi.org/10.1109/MCI.2014.2326098},
doi = {10.1109/MCI.2014.2326098},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/JinH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/ThomasJ14,
author = {Spencer Angus Thomas and
Yaochu Jin},
title = {Reconstructing biological gene regulatory networks: where optimization
meets big data},
journal = {Evol. Intell.},
volume = {7},
number = {1},
pages = {29--47},
year = {2014},
url = {https://doi.org/10.1007/s12065-013-0098-7},
doi = {10.1007/S12065-013-0098-7},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evi/ThomasJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SmithJ14,
author = {Christopher Smith and
Yaochu Jin},
title = {Evolutionary multi-objective generation of recurrent neural network
ensembles for time series prediction},
journal = {Neurocomputing},
volume = {143},
pages = {302--311},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2014.05.062},
doi = {10.1016/J.NEUCOM.2014.05.062},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/SmithJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/ZhouJZ14,
author = {Aimin Zhou and
Yaochu Jin and
Qingfu Zhang},
title = {A Population Prediction Strategy for Evolutionary Dynamic Multiobjective
Optimization},
journal = {{IEEE} Trans. Cybern.},
volume = {44},
number = {1},
pages = {40--53},
year = {2014},
url = {https://doi.org/10.1109/TCYB.2013.2245892},
doi = {10.1109/TCYB.2013.2245892},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/ZhouJZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/AlbukhanajerJB14,
author = {Wissam A. Albukhanajer and
Yaochu Jin and
Johann A. Briffa},
title = {Neural network ensembles for image identification using Pareto-optimal
features},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {89--96},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900349},
doi = {10.1109/CEC.2014.6900349},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/AlbukhanajerJB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/LiuSZXJ14,
author = {Tong Liu and
Chaoli Sun and
Jianchao Zeng and
Songdong Xue and
Yaochu Jin},
title = {Similarity- and reliability-assisted fitness estimation for particle
swarm optimization of expensive problems},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {640--646},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900509},
doi = {10.1109/CEC.2014.6900509},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/LiuSZXJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/OhJ14,
author = {Hyondong Oh and
Yaochu Jin},
title = {Evolving hierarchical gene regulatory networks for morphogenetic pattern
formation of swarm robots},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {776--783},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900365},
doi = {10.1109/CEC.2014.6900365},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/OhJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/SmithDJ14,
author = {Christopher Smith and
John Doherty and
Yaochu Jin},
title = {Multi-objective evolutionary recurrent neural network ensemble for
prediction of computational fluid dynamic simulations},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {2609--2616},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900552},
doi = {10.1109/CEC.2014.6900552},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/SmithDJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ChengJ14,
author = {Ran Cheng and
Yaochu Jin},
title = {Demonstrator selection in a social learning particle swarm optimizer},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {3103--3110},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900227},
doi = {10.1109/CEC.2014.6900227},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/ChengJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimcdm/GuJ14,
author = {Shenkai Gu and
Yaochu Jin},
title = {Generating diverse and accurate classifier ensembles using multi-objective
optimization},
booktitle = {2014 {IEEE} Symposium on Computational Intelligence in Multi-Criteria
Decision-Making, {MCDM} 2014, Orlando, FL, USA, December 9-12, 2014},
pages = {9--15},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/MCDM.2014.7007182},
doi = {10.1109/MCDM.2014.7007182},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/cimcdm/GuJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/QianYJZ14,
author = {Chao Qian and
Yang Yu and
Yaochu Jin and
Zhi{-}Hua Zhou},
editor = {Thomas Bartz{-}Beielstein and
J{\"{u}}rgen Branke and
Bogdan Filipic and
Jim Smith},
title = {On the Effectiveness of Sampling for Evolutionary Optimization in
Noisy Environments},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XIII} - 13th International
Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8672},
pages = {302--311},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10762-2\_30},
doi = {10.1007/978-3-319-10762-2\_30},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/QianYJZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/taros/ShiraziOJ14,
author = {Ataollah Ramezan Shirazi and
Hyondong Oh and
Yaochu Jin},
editor = {Michael N. Mistry and
Ales Leonardis and
Mark Witkowski and
Chris Melhuish},
title = {Morphogenetic Self-Organization of Collective Movement without Directional
Sensing},
booktitle = {Advances in Autonomous Robotics Systems - 15th Annual Conference,
{TAROS} 2014, Birmingham, UK, September 1-3, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8717},
pages = {139--150},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10401-0\_13},
doi = {10.1007/978-3-319-10401-0\_13},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/taros/ShiraziOJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/taros/OhJ14,
author = {Hyondong Oh and
Yaochu Jin},
editor = {Michael N. Mistry and
Ales Leonardis and
Mark Witkowski and
Chris Melhuish},
title = {Adaptive Swarm Robot Region Coverage Using Gene Regulatory Networks},
booktitle = {Advances in Autonomous Robotics Systems - 15th Annual Conference,
{TAROS} 2014, Birmingham, UK, September 1-3, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8717},
pages = {197--208},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10401-0\_18},
doi = {10.1007/978-3-319-10401-0\_18},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/taros/OhJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/YusoffJ14,
author = {Mohd{-}Hanif Yusoff and
Yaochu Jin},
title = {Modeling neural plasticity in echo state networks for time series
prediction},
booktitle = {14th {UK} Workshop on Computational Intelligence, {UKCI} 2014, Bradford,
UK, September 8-10, 2014},
pages = {1--7},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/UKCI.2014.6930163},
doi = {10.1109/UKCI.2014.6930163},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/ukci/YusoffJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/seal/2014,
editor = {Grant Dick and
Will N. Browne and
Peter A. Whigham and
Mengjie Zhang and
Lam Thu Bui and
Hisao Ishibuchi and
Yaochu Jin and
Xiaodong Li and
Yuhui Shi and
Pramod Singh and
Kay Chen Tan and
Ke Tang},
title = {Simulated Evolution and Learning - 10th International Conference,
{SEAL} 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8886},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-13563-2},
doi = {10.1007/978-3-319-13563-2},
isbn = {978-3-319-13562-5},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/seal/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/LeOMJS13,
author = {Minh Nghia Le and
Yew{-}Soon Ong and
Stefan Menzel and
Yaochu Jin and
Bernhard Sendhoff},
title = {Evolution by Adapting Surrogates},
journal = {Evol. Comput.},
volume = {21},
number = {2},
pages = {313--340},
year = {2013},
url = {https://doi.org/10.1162/EVCO\_a\_00079},
doi = {10.1162/EVCO\_A\_00079},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/LeOMJS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SunZPXJ13,
author = {Chaoli Sun and
Jianchao Zeng and
Jeng{-}Shyang Pan and
Songdong Xue and
Yaochu Jin},
title = {A new fitness estimation strategy for particle swarm optimization},
journal = {Inf. Sci.},
volume = {221},
pages = {355--370},
year = {2013},
url = {https://doi.org/10.1016/j.ins.2012.09.030},
doi = {10.1016/J.INS.2012.09.030},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/SunZPXJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/JiaWCJ13,
author = {Guanbo Jia and
Yong Wang and
Zixing Cai and
Yaochu Jin},
title = {An improved ({\(\mu\)} + {\(\lambda\)})-constrained differential evolution
for constrained optimization},
journal = {Inf. Sci.},
volume = {222},
pages = {302--322},
year = {2013},
url = {https://doi.org/10.1016/j.ins.2012.01.017},
doi = {10.1016/J.INS.2012.01.017},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/JiaWCJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/ThomasJ13,
author = {Spencer Angus Thomas and
Yaochu Jin},
title = {Evolving Connectivity between Genetic oscillators and Switches using
Evolutionary Algorithms},
journal = {J. Bioinform. Comput. Biol.},
volume = {11},
number = {3},
year = {2013},
url = {https://doi.org/10.1142/S0219720013410011},
doi = {10.1142/S0219720013410011},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbcb/ThomasJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/memetic/JinTYSY13,
author = {Yaochu Jin and
Ke Tang and
Xin Yu and
Bernhard Sendhoff and
Xin Yao},
title = {A framework for finding robust optimal solutions over time},
journal = {Memetic Comput.},
volume = {5},
number = {1},
pages = {3--18},
year = {2013},
url = {https://doi.org/10.1007/s12293-012-0090-2},
doi = {10.1007/S12293-012-0090-2},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/memetic/JinTYSY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/MengGJ13,
author = {Yan Meng and
Hongliang Guo and
Yaochu Jin},
title = {A morphogenetic approach to flexible and robust shape formation for
swarm robotic systems},
journal = {Robotics Auton. Syst.},
volume = {61},
number = {1},
pages = {25--38},
year = {2013},
url = {https://doi.org/10.1016/j.robot.2012.09.009},
doi = {10.1016/J.ROBOT.2012.09.009},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ras/MengGJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/IndenJHRS13,
author = {Benjamin Inden and
Yaochu Jin and
Robert Haschke and
Helge J. Ritter and
Bernhard Sendhoff},
title = {An examination of different fitness and novelty based selection methods
for the evolution of neural networks},
journal = {Soft Comput.},
volume = {17},
number = {5},
pages = {753--767},
year = {2013},
url = {https://doi.org/10.1007/s00500-012-0960-z},
doi = {10.1007/S00500-012-0960-Z},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/IndenJHRS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/SunGJC13,
author = {Xiaoyan Sun and
Dunwei Gong and
Yaochu Jin and
Shanshan Chen},
title = {A New Surrogate-Assisted Interactive Genetic Algorithm With Weighted
Semisupervised Learning},
journal = {{IEEE} Trans. Cybern.},
volume = {43},
number = {2},
pages = {685--698},
year = {2013},
url = {https://doi.org/10.1109/TSMCB.2012.2214382},
doi = {10.1109/TSMCB.2012.2214382},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/SunGJC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ChengSJ13,
author = {Ran Cheng and
Chaoli Sun and
Yaochu Jin},
title = {A multi-swarm evolutionary framework based on a feedback mechanism},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2013, Cancun, Mexico, June 20-23, 2013},
pages = {718--724},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CEC.2013.6557639},
doi = {10.1109/CEC.2013.6557639},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/ChengSJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/XiaoWJ13,
author = {Ayang Xiao and
Benli Wang and
Yaochu Jin},
title = {Evolutionary truss layout optimization using the vectorized structure
approach},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2013, Cancun, Mexico, June 20-23, 2013},
pages = {2879--2886},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CEC.2013.6557919},
doi = {10.1109/CEC.2013.6557919},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/XiaoWJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidue/SunZPJ13,
author = {Chaoli Sun and
Jianchao Zeng and
Jeng{-}Shyang Pan and
Yaochu Jin},
title = {Similarity-based evolution control for fitness estimation in particle
swarm optimization},
booktitle = {Proceedings of the 2013 {IEEE} Symposium on Computational Intelligence
in Dynamic and Uncertain Environments, {CIDUE} 2013, {IEEE} Symposium
Series on Computational Intelligence (SSCI), 16-19 April 2013, Singapore},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CIDUE.2013.6595765},
doi = {10.1109/CIDUE.2013.6595765},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidue/SunZPJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidue/SmithDJ13,
author = {Colin P. Smith and
John Doherty and
Yaochu Jin},
title = {Recurrent neural network ensembles for convergence prediction in surrogate-assisted
evolutionary optimization},
booktitle = {Proceedings of the 2013 {IEEE} Symposium on Computational Intelligence
in Dynamic and Uncertain Environments, {CIDUE} 2013, {IEEE} Symposium
Series on Computational Intelligence (SSCI), 16-19 April 2013, Singapore},
pages = {9--16},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CIDUE.2013.6595766},
doi = {10.1109/CIDUE.2013.6595766},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cidue/SmithDJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/AlbukhanajerJBW13,
author = {Wissam A. Albukhanajer and
Yaochu Jin and
Johann A. Briffa and
Godfried Williams},
editor = {Robin C. Purshouse and
Peter J. Fleming and
Carlos M. Fonseca and
Salvatore Greco and
Jane Shaw},
title = {A Comparative Study of Multi-objective Evolutionary Trace Transform
Methods for Robust Feature Extraction},
booktitle = {Evolutionary Multi-Criterion Optimization - 7th International Conference,
{EMO} 2013, Sheffield, UK, March 19-22, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7811},
pages = {573--586},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37140-0\_43},
doi = {10.1007/978-3-642-37140-0\_43},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emo/AlbukhanajerJBW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/ThomasJ13,
author = {Spencer Angus Thomas and
Yaochu Jin},
editor = {Robin C. Purshouse and
Peter J. Fleming and
Carlos M. Fonseca and
Salvatore Greco and
Jane Shaw},
title = {Single and Multi-objective in Silico Evolution of Tunable Genetic
Oscillators},
booktitle = {Evolutionary Multi-Criterion Optimization - 7th International Conference,
{EMO} 2013, Sheffield, UK, March 19-22, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7811},
pages = {696--709},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37140-0\_52},
doi = {10.1007/978-3-642-37140-0\_52},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emo/ThomasJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LuLJ13,
author = {Jianfeng Lu and
Bin Li and
Yaochu Jin},
editor = {Christian Blum and
Enrique Alba},
title = {An evolution strategy assisted by an ensemble of local Gaussian process
models},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013},
pages = {447--454},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2463372.2463425},
doi = {10.1145/2463372.2463425},
timestamp = {Wed, 13 Jul 2022 16:15:15 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LuLJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconac/Jin13,
author = {Yaochu Jin},
editor = {Yi Cao and
Shengfeng Qin and
Alhaji S. Grema},
title = {Morphogenetic self-organisation of swarm robots for adaptive pattern
formation},
booktitle = {2013 19th International Conference on Automation and Computing, London,
United Kingdom, September 13-14, 2013},
pages = {1},
publisher = {{IEEE}},
year = {2013},
url = {https://ieeexplore.ieee.org/document/6662002/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconac/Jin13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/ZhuangTJ13,
author = {Lili Zhuang and
Ke Tang and
Yaochu Jin},
editor = {Hujun Yin and
Ke Tang and
Yang Gao and
Frank Klawonn and
Minho Lee and
Thomas Weise and
Bin Li and
Xin Yao},
title = {Metamodel Assisted Mixed-Integer Evolution Strategies Based on Kendall
Rank Correlation Coefficient},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2013
- 14th International Conference, {IDEAL} 2013, Hefei, China, October
20-23, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8206},
pages = {366--375},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41278-3\_45},
doi = {10.1007/978-3-642-41278-3\_45},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/ideal/ZhuangTJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/ThomasJLS13,
author = {Spencer Angus Thomas and
Yaochu Jin and
Emma Laing and
Colin P. Smith},
title = {Reconstructing regulatory networks in Streptomyces using evolutionary
algorithms},
booktitle = {13th {UK} Workshop on Computational Intelligence, {UKCI} 2013, Guildford,
United Kingdom, September 9-11, 2013},
pages = {24--30},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/UKCI.2013.6651283},
doi = {10.1109/UKCI.2013.6651283},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/ukci/ThomasJLS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/ChengJ13,
author = {Ran Cheng and
Yaochu Jin},
title = {Simulating swarm behaviuors for optimisation by learning from neighbours},
booktitle = {13th {UK} Workshop on Computational Intelligence, {UKCI} 2013, Guildford,
United Kingdom, September 9-11, 2013},
pages = {82--87},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/UKCI.2013.6651291},
doi = {10.1109/UKCI.2013.6651291},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ukci/ChengJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/alife/SchrammJS12,
author = {Lisa Schramm and
Yaochu Jin and
Bernhard Sendhoff},
title = {Evolution and Analysis of Genetic Networks for Stable Cellular Growth
and Regeneration},
journal = {Artif. Life},
volume = {18},
number = {4},
pages = {425--444},
year = {2012},
url = {https://doi.org/10.1162/ARTL\_a\_00075},
doi = {10.1162/ARTL\_A\_00075},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/alife/SchrammJS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/LeOJS12,
author = {Minh Nghia Le and
Yew{-}Soon Ong and
Yaochu Jin and
Bernhard Sendhoff},
title = {A Unified Framework for Symbiosis of Evolutionary Mechanisms with
Application to Water Clusters Potential Model Design},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {7},
number = {1},
pages = {20--35},
year = {2012},
url = {https://doi.org/10.1109/MCI.2011.2176995},
doi = {10.1109/MCI.2011.2176995},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/LeOJS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/Jin12,
author = {Yaochu Jin},
title = {{\textquestiondown}{\textquestiondown}2012 {IEEE} Symposium on Computational
Intelligence in Bioinformatics and Computational Biology {(IEEE} {CIBCB}
2012) [Conference Reports]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {7},
number = {4},
pages = {17},
year = {2012},
url = {https://doi.org/10.1109/MCI.2012.2215495},
doi = {10.1109/MCI.2012.2215495},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/Jin12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcns/BushJ12,
author = {Daniel Bush and
Yaochu Jin},
title = {Calcium control of triphasic hippocampal {STDP}},
journal = {J. Comput. Neurosci.},
volume = {33},
number = {3},
pages = {495--514},
year = {2012},
url = {https://doi.org/10.1007/s10827-012-0397-5},
doi = {10.1007/S10827-012-0397-5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcns/BushJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/IndenJHR12,
author = {Benjamin Inden and
Yaochu Jin and
Robert Haschke and
Helge J. Ritter},
title = {Evolving neural fields for problems with large input and output spaces},
journal = {Neural Networks},
volume = {28},
pages = {24--39},
year = {2012},
url = {https://doi.org/10.1016/j.neunet.2012.01.001},
doi = {10.1016/J.NEUNET.2012.01.001},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/IndenJHR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taas/GuoJM12,
author = {Hongliang Guo and
Yaochu Jin and
Yan Meng},
title = {A morphogenetic framework for self-organized multirobot pattern formation
and boundary coverage},
journal = {{ACM} Trans. Auton. Adapt. Syst.},
volume = {7},
number = {1},
pages = {15:1--15:23},
year = {2012},
url = {https://doi.org/10.1145/2168260.2168275},
doi = {10.1145/2168260.2168275},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taas/GuoJM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tamd/YinMJ12,
author = {Jun Yin and
Yan Meng and
Yaochu Jin},
title = {A Developmental Approach to Structural Self-Organization in Reservoir
Computing},
journal = {{IEEE} Trans. Auton. Ment. Dev.},
volume = {4},
number = {4},
pages = {273--289},
year = {2012},
url = {https://doi.org/10.1109/TAMD.2012.2182765},
doi = {10.1109/TAMD.2012.2182765},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tamd/YinMJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/JinGM12,
author = {Yaochu Jin and
Hongliang Guo and
Yan Meng},
title = {A Hierarchical Gene Regulatory Network for Adaptive Multirobot Pattern
Formation},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {42},
number = {3},
pages = {805--816},
year = {2012},
url = {https://doi.org/10.1109/TSMCB.2011.2178021},
doi = {10.1109/TSMCB.2011.2178021},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/JinGM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/AlbukhanajerJBW12,
author = {Wissam A. Albukhanajer and
Yaochu Jin and
Johann A. Briffa and
Godfried Williams},
title = {Evolutionary multi-objective optimization of trace transform for invariant
feature extraction},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2012, Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CEC.2012.6256160},
doi = {10.1109/CEC.2012.6256160},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/AlbukhanajerJBW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/ThomasJ12,
author = {Spencer Angus Thomas and
Yaochu Jin},
title = {Combining genetic oscillators and switches using evolutionary algorithms},
booktitle = {2012 {IEEE} Symposium on Computational Intelligence in Bioinformatics
and Computational Biology, {CIBCB} 2012, San Diego, CA, USA, May 9-12,
2012},
pages = {28--34},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIBCB.2012.6217207},
doi = {10.1109/CIBCB.2012.6217207},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/cibcb/ThomasJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/SchrammJS12,
author = {Lisa Schramm and
Yaochu Jin and
Bernhard Sendhoff},
title = {Quantitative analysis of redundancy in evolution of developmental
systems},
booktitle = {2012 {IEEE} Symposium on Computational Intelligence in Bioinformatics
and Computational Biology, {CIBCB} 2012, San Diego, CA, USA, May 9-12,
2012},
pages = {61--68},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIBCB.2012.6217212},
doi = {10.1109/CIBCB.2012.6217212},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cibcb/SchrammJS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/DoncieuxJM12,
author = {St{\'{e}}phane Doncieux and
Yaochu Jin and
Jean{-}Baptiste Mouret},
editor = {Terence Soule and
Jason H. Moore},
title = {Evo-devo-robo workshop program},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012, Companion Material Proceedings},
pages = {355--356},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330784.2330836},
doi = {10.1145/2330784.2330836},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/DoncieuxJM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Chrol-CannonGJ12,
author = {Joseph Chrol{-}Cannon and
Andr{\'{e}} Gr{\"{u}}ning and
Yaochu Jin},
title = {The emergence of polychronous groups under varying input patterns,
plasticity rules and network connectivities},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252828},
doi = {10.1109/IJCNN.2012.6252828},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Chrol-CannonGJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/GuJ12,
author = {Shenkai Gu and
Yaochu Jin},
title = {Heterogeneous classifier ensembles for EEG-based motor imaginary detection},
booktitle = {12th {UK} Workshop on Computational Intelligence, {UKCI} 2012, Edinburgh,
United Kingdom, September 5-7, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/UKCI.2012.6335751},
doi = {10.1109/UKCI.2012.6335751},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/ukci/GuJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/JinM12,
author = {Yaochu Jin and
Yan Meng},
editor = {Ren{\'{e}} Doursat and
Hiroki Sayama and
Olivier Michel},
title = {Morphogenetic Robotics: {A} New Paradigm for Designing Self-Organizing,
Self-Reconfigurable and Self-Adaptive Robots},
booktitle = {Morphogenetic Engineering, Toward Programmable Complex Systems},
pages = {61--87},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33902-8\_3},
doi = {10.1007/978-3-642-33902-8\_3},
timestamp = {Wed, 01 May 2024 10:31:50 +0200},
biburl = {https://dblp.org/rec/books/daglib/p/JinM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biosystems/JinM11,
author = {Yaochu Jin and
Yan Meng},
title = {Emergence of robust regulatory motifs from in silico evolution of
sustained oscillation},
journal = {Biosyst.},
volume = {103},
number = {1},
pages = {38--44},
year = {2011},
url = {https://doi.org/10.1016/j.biosystems.2010.09.009},
doi = {10.1016/J.BIOSYSTEMS.2010.09.009},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biosystems/JinM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/MengZJ11,
author = {Yan Meng and
Yuyang Zhang and
Yaochu Jin},
title = {Autonomous Self-Reconfiguration of Modular Robots by Evolving a Hierarchical
Mechanochemical Model},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {6},
number = {1},
pages = {43--54},
year = {2011},
url = {https://doi.org/10.1109/MCI.2010.939579},
doi = {10.1109/MCI.2010.939579},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/MengZJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhengMJ11,
author = {Yuhua Zheng and
Yan Meng and
Yaochu Jin},
title = {Object recognition using a bio-inspired neuron model with bottom-up
and top-down pathways},
journal = {Neurocomputing},
volume = {74},
number = {17},
pages = {3158--3169},
year = {2011},
url = {https://doi.org/10.1016/j.neucom.2011.04.020},
doi = {10.1016/J.NEUCOM.2011.04.020},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhengMJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LiuZJ11,
author = {Meiqin Liu and
Senlin Zhang and
Yaochu Jin},
title = {Multi-sensor optimal H\({}_{\mbox{{\(\infty\)}}}\) fusion filters
for delayed nonlinear intelligent systems based on a unified model},
journal = {Neural Networks},
volume = {24},
number = {3},
pages = {280--290},
year = {2011},
url = {https://doi.org/10.1016/j.neunet.2010.11.006},
doi = {10.1016/J.NEUNET.2010.11.006},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/LiuZJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/Jin11,
author = {Yaochu Jin},
title = {Surrogate-assisted evolutionary computation: Recent advances and future
challenges},
journal = {Swarm Evol. Comput.},
volume = {1},
number = {2},
pages = {61--70},
year = {2011},
url = {https://doi.org/10.1016/j.swevo.2011.05.001},
doi = {10.1016/J.SWEVO.2011.05.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/swevo/Jin11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tamd/JinMWK11,
author = {Yaochu Jin and
Yan Meng and
Juyang Weng and
Nikola K. Kasabov},
title = {Guest Editorial Special Issue on Computational Modeling of Neural
and Brain Development},
journal = {{IEEE} Trans. Auton. Ment. Dev.},
volume = {3},
number = {4},
pages = {273--275},
year = {2011},
url = {https://doi.org/10.1109/TAMD.2011.2172729},
doi = {10.1109/TAMD.2011.2172729},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tamd/JinMWK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/TyrrellJ11,
author = {Andy M. Tyrrell and
Yaochu Jin},
title = {Guest Editorial: Special Issue on Evolving Developmental Systems},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {15},
number = {3},
pages = {285--286},
year = {2011},
url = {https://doi.org/10.1109/TEVC.2011.2153090},
doi = {10.1109/TEVC.2011.2153090},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/TyrrellJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/MengJY11,
author = {Yan Meng and
Yaochu Jin and
Jun Yin},
title = {Modeling Activity-Dependent Plasticity in {BCM} Spiking Neural Networks
With Application to Human Behavior Recognition},
journal = {{IEEE} Trans. Neural Networks},
volume = {22},
number = {12},
pages = {1952--1966},
year = {2011},
url = {https://doi.org/10.1109/TNN.2011.2171044},
doi = {10.1109/TNN.2011.2171044},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/MengJY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/JinM11,
author = {Yaochu Jin and
Yan Meng},
title = {Morphogenetic Robotics: An Emerging New Field in Developmental Robotics},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {41},
number = {2},
pages = {145--160},
year = {2011},
url = {https://doi.org/10.1109/TSMCC.2010.2057424},
doi = {10.1109/TSMCC.2010.2057424},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/JinM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ae/IndenJHR11,
author = {Benjamin Inden and
Yaochu Jin and
Robert Haschke and
Helge J. Ritter},
editor = {Jin{-}Kao Hao and
Pierrick Legrand and
Pierre Collet and
Nicolas Monmarch{\'{e}} and
Evelyne Lutton and
Marc Schoenauer},
title = {Evolution of Multisensory Integration in Large Neural Fields},
booktitle = {Artificial Evolution - 10th International Conference, Evolution Artificielle,
{EA} 2011, Angers, France, October 24-26, 2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7401},
pages = {181--192},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-35533-2\_16},
doi = {10.1007/978-3-642-35533-2\_16},
timestamp = {Sun, 02 Oct 2022 15:53:57 +0200},
biburl = {https://dblp.org/rec/conf/ae/IndenJHR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biostec/GohTTJ11,
author = {Jonathan Goh and
Lilian Tang and
Lutfiah Al Turk and
Yaochu Jin},
editor = {Vicente Traver and
Ana L. N. Fred and
Joaquim Filipe and
Hugo Gamboa},
title = {Combining Particle Swarm Optimisation with Genetic Algorithm for Contextual
Analysis of Medical Images},
booktitle = {{HEALTHINF} 2011 - Proceedings of the International Conference on
Health Informatics, Rome, Italy, 26-29 January, 2011},
pages = {235--241},
publisher = {SciTePress},
year = {2011},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/biostec/GohTTJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icac/Jin11,
author = {Yaochu Jin},
editor = {Christian M{\"{u}}ller{-}Schloer and
Hartmut Schmeck and
Theo Ungerer},
title = {Morphogenetic self-organization of collective systems},
booktitle = {Proceedings of the 2011 workshop on Organic computing, OC@ICAC 2011,
Karlsruhe, Germany, June 18, 2011},
pages = {1--2},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1998642.1998644},
doi = {10.1145/1998642.1998644},
timestamp = {Mon, 08 Jul 2019 09:51:15 +0200},
biburl = {https://dblp.org/rec/conf/icac/Jin11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/MengZSJS11,
author = {Yan Meng and
Yuyang Zhang and
Abhay Sampath and
Yaochu Jin and
Bernhard Sendhoff},
title = {Cross-Ball: {A} new morphogenetic self-reconfigurable modular robot},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2011, Shanghai, China, 9-13 May 2011},
pages = {267--272},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICRA.2011.5979973},
doi = {10.1109/ICRA.2011.5979973},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/MengZSJS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/GuoMJ11,
author = {Hongliang Guo and
Yan Meng and
Yaochu Jin},
title = {Swarm robot pattern formation using a morphogenetic multi-cellular
based self-organizing algorithm},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2011, Shanghai, China, 9-13 May 2011},
pages = {3205--3210},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICRA.2011.5979821},
doi = {10.1109/ICRA.2011.5979821},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/GuoMJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeealife/SchrammJS11,
author = {Lisa Schramm and
Yaochu Jin and
Bernhard Sendhoff},
title = {Redundancy creates opportunity in developmental representations},
booktitle = {2011 {IEEE} Symposium on Artificial Life, {ALIFE} 2011, Paris, France,
April 13-15, 2011},
pages = {203--210},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ALIFE.2011.5954649},
doi = {10.1109/ALIFE.2011.5954649},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/ieeealife/SchrammJS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nabic/IndenJHR11,
author = {Benjamin Inden and
Yaochu Jin and
Robert Haschke and
Helge J. Ritter},
title = {Exploiting inherent regularity in control of multilegged robot locomotion
by evolving neural fields},
booktitle = {Third World Congress on Nature {\&} Biologically Inspired Computing,
NaBIC 2011, Salamanca, Spain, October 19-21, 2011},
pages = {401--408},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/NaBIC.2011.6089623},
doi = {10.1109/NABIC.2011.6089623},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nabic/IndenJHR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/JinM11,
author = {Yaochu Jin and
Yan Meng},
editor = {Yan Meng and
Yaochu Jin},
title = {Morphogenetic Robotics - An Evolutionary Developmental Approach to
Morphological and Neural Self-Organization of Robotic Systems},
booktitle = {Bio-Inspired Self-Organizing Robotic Systems},
series = {Studies in Computational Intelligence},
volume = {355},
pages = {3--23},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20760-0\_1},
doi = {10.1007/978-3-642-20760-0\_1},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/JinM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/MengJ11,
author = {Yan Meng and
Yaochu Jin},
editor = {Yan Meng and
Yaochu Jin},
title = {Morphogenetic Self-Reconfiguration of Modular Robots},
booktitle = {Bio-Inspired Self-Organizing Robotic Systems},
series = {Studies in Computational Intelligence},
volume = {355},
pages = {143--171},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20760-0\_7},
doi = {10.1007/978-3-642-20760-0\_7},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/MengJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2011-355,
editor = {Yan Meng and
Yaochu Jin},
title = {Bio-Inspired Self-Organizing Robotic Systems},
series = {Studies in Computational Intelligence},
volume = {355},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20760-0},
doi = {10.1007/978-3-642-20760-0},
isbn = {978-3-642-20759-4},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/2011-355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/JinM10,
author = {Yaochu Jin and
Yan Meng},
title = {Special Issue on Evolutionary and Developmental Robotics [Guest Editorial]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {5},
number = {3},
pages = {9},
year = {2010},
url = {https://doi.org/10.1109/MCI.2010.937327},
doi = {10.1109/MCI.2010.937327},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/JinM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsir/MengJ10,
author = {Yan Meng and
Yaochu Jin},
title = {Distributed Multi-Agent Systems for a Collective Construction Task
based on Virtual Swarm Intelligence},
journal = {Int. J. Swarm Intell. Res.},
volume = {1},
number = {2},
pages = {58--79},
year = {2010},
url = {https://doi.org/10.4018/jsir.2010040104},
doi = {10.4018/JSIR.2010040104},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsir/MengJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/LimJOS10,
author = {Dudy Lim and
Yaochu Jin and
Yew{-}Soon Ong and
Bernhard Sendhoff},
title = {Generalizing Surrogate-Assisted Evolutionary Computation},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {14},
number = {3},
pages = {329--355},
year = {2010},
url = {https://doi.org/10.1109/TEVC.2009.2027359},
doi = {10.1109/TEVC.2009.2027359},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/LimJOS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alife/SchrammMJS10,
author = {Lisa Schramm and
Vander Valente Martins and
Yaochu Jin and
Bernhard Sendhoff},
editor = {Harold Fellermann and
Mark D{\"{o}}rr and
Martin M. Hanczyc and
Lone Ladegaard Laursen and
Sarah Elizabeth Maurer and
Daniel Merkle and
Pierre{-}Alain Monnard and
Kasper St{\o}y and
Steen Rasmussen},
title = {Analysis of Gene Regulatory Network Motifs in Evolutionary Development
of Multicellular Organisms},
booktitle = {Proceedings of the Twelfth International Conference on the Synthesis
and Simulation of Living Systems, {ALIFE} 2010, Odense, Denmark, August
19-23, 2010},
pages = {133--142},
publisher = {{MIT} Press},
year = {2010},
url = {http://mitpress2.mit.edu/books/chapters/0262290758chap24.pdf},
timestamp = {Sun, 03 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alife/SchrammMJS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alife/MengZJ10,
author = {Yan Meng and
Yuyang Zhang and
Yaochu Jin},
editor = {Harold Fellermann and
Mark D{\"{o}}rr and
Martin M. Hanczyc and
Lone Ladegaard Laursen and
Sarah Elizabeth Maurer and
Daniel Merkle and
Pierre{-}Alain Monnard and
Kasper St{\o}y and
Steen Rasmussen},
title = {A Morphogenetic Approach to Self-Reconfigurable Modular Robots using
a Hybrid Hierarchical Gene Regulatory Network},
booktitle = {Proceedings of the Twelfth International Conference on the Synthesis
and Simulation of Living Systems, {ALIFE} 2010, Odense, Denmark, August
19-23, 2010},
pages = {765--772},
publisher = {{MIT} Press},
year = {2010},
url = {http://mitpress2.mit.edu/books/chapters/0262290758chap135.pdf},
timestamp = {Sun, 03 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alife/MengZJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/GuoMJ10,
author = {Hongliang Guo and
Yan Meng and
Yaochu Jin},
title = {Analysis of local communication load in shape formation of a distributed
morphogenetic swarm robotic system},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2010, Barcelona, Spain, 18-23 July 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CEC.2010.5586310},
doi = {10.1109/CEC.2010.5586310},
timestamp = {Thu, 16 Dec 2021 14:02:32 +0100},
biburl = {https://dblp.org/rec/conf/cec/GuoMJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/JinOJ10,
author = {Yaochu Jin and
Sanghoun Oh and
Moongu Jeon},
title = {Incremental approximation of nonlinear constraint functions for evolutionary
constrained optimization},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2010, Barcelona, Spain, 18-23 July 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CEC.2010.5586355},
doi = {10.1109/CEC.2010.5586355},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/JinOJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/YuJTY10,
author = {Xin Yu and
Yaochu Jin and
Ke Tang and
Xin Yao},
title = {Robust optimization over time - {A} new perspective on dynamic optimization
problems},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2010, Barcelona, Spain, 18-23 July 2010},
pages = {1--6},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CEC.2010.5586024},
doi = {10.1109/CEC.2010.5586024},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/YuJTY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/JinT10,
author = {Yaochu Jin and
Jens Trommler},
title = {A fitness-independent evolvability measure for evolutionary developmental
systems},
booktitle = {Proceedings of the 2010 {IEEE} Symposium on Computational Intelligence
in Bioinformatics and Computational Biology, {CIBCB} 2010, Montreal,
QC, Canada, May 2-5, 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CIBCB.2010.5510475},
doi = {10.1109/CIBCB.2010.5510475},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/cibcb/JinT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/SteinerJS10,
author = {Till Steiner and
Yaochu Jin and
Bernhard Sendhoff},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Evolving heterochrony for cellular differentiation using vector field
embryogeny},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010},
pages = {571--578},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830483.1830590},
doi = {10.1145/1830483.1830590},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/SteinerJS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/IndenJHR10,
author = {Benjamin Inden and
Yaochu Jin and
Robert Haschke and
Helge J. Ritter},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {NEATfields: evolution of neural fields},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010},
pages = {645--646},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830483.1830601},
doi = {10.1145/1830483.1830601},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/IndenJHR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MengJYC10,
author = {Yan Meng and
Yaochu Jin and
Jun Yin and
Matthew Conforth},
title = {Human activity detection using spiking neural networks regulated by
a gene regulatory network},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--6},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596340},
doi = {10.1109/IJCNN.2010.5596340},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MengJYC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhengMJ10,
author = {Yuhua Zheng and
Yan Meng and
Yaochu Jin},
title = {Fusing bottom-up and top-down pathways in neural networks for visual
object recognition},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596497},
doi = {10.1109/IJCNN.2010.5596497},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhengMJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sab/JonesJSY10,
author = {Ben Jones and
Yaochu Jin and
Bernhard Sendhoff and
Xin Yao},
editor = {St{\'{e}}phane Doncieux and
Beno{\^{\i}}t Girard and
Agn{\`{e}}s Guillot and
John Hallam and
Jean{-}Arcady Meyer and
Jean{-}Baptiste Mouret},
title = {Emergent Distribution of Computational Workload in the Evolution of
an Undulatory Animat},
booktitle = {From Animals to Animats 11, 11th International Conference on Simulation
of Adaptive Behavior, {SAB} 2010, Paris - Clos Luc{\'{e}}, France,
August 25-28, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6226},
pages = {587--596},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15193-4\_55},
doi = {10.1007/978-3-642-15193-4\_55},
timestamp = {Sat, 30 Sep 2023 09:55:34 +0200},
biburl = {https://dblp.org/rec/conf/sab/JonesJSY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adb/PaenkeJB09,
author = {Ingo Paenke and
Yaochu Jin and
J{\"{u}}rgen Branke},
title = {Balancing Population- and Individual-Level Adaptation in Changing
Environments},
journal = {Adapt. Behav.},
volume = {17},
number = {2},
pages = {153--174},
year = {2009},
url = {https://doi.org/10.1177/1059712309103566},
doi = {10.1177/1059712309103566},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adb/PaenkeJB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biosystems/GuoMJ09,
author = {Hongliang Guo and
Yan Meng and
Yaochu Jin},
title = {A cellular mechanism for multi-robot construction via evolutionary
multi-objective optimization of a gene regulatory network},
journal = {Biosyst.},
volume = {98},
number = {3},
pages = {193--203},
year = {2009},
url = {https://doi.org/10.1016/j.biosystems.2009.05.003},
doi = {10.1016/J.BIOSYSTEMS.2009.05.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biosystems/GuoMJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biosystems/JinH09,
author = {Yaochu Jin and
Jennifer Hallinan},
title = {Evolving gene regulatory networks},
journal = {Biosyst.},
volume = {98},
number = {3},
year = {2009},
url = {https://doi.org/10.1016/S0303-2647(09)00181-6},
doi = {10.1016/S0303-2647(09)00181-6},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biosystems/JinH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/JinS09,
author = {Yaochu Jin and
Bernhard Sendhoff},
title = {A systems approach to evolutionary multiobjective structural optimization
and beyond},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {4},
number = {3},
pages = {62--76},
year = {2009},
url = {https://doi.org/10.1109/MCI.2009.933094},
doi = {10.1109/MCI.2009.933094},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/JinS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/JinGS09,
author = {Yaochu Jin and
Robin Gruna and
Bernhard Sendhoff},
title = {Pareto analysis of evolutionary and learning systems},
journal = {Frontiers Comput. Sci. China},
volume = {3},
number = {1},
pages = {4--17},
year = {2009},
url = {https://doi.org/10.1007/s11704-009-0004-8},
doi = {10.1007/S11704-009-0004-8},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fcsc/JinGS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/memetic/LeOJS09,
author = {Minh Nghia Le and
Yew{-}Soon Ong and
Yaochu Jin and
Bernhard Sendhoff},
title = {Lamarckian memetic algorithms: local optimum and connectivity structure
analysis},
journal = {Memetic Comput.},
volume = {1},
number = {3},
pages = {175--190},
year = {2009},
url = {https://doi.org/10.1007/s12293-009-0016-9},
doi = {10.1007/S12293-009-0016-9},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/memetic/LeOJS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ZhouZJ09,
author = {Aimin Zhou and
Qingfu Zhang and
Yaochu Jin},
title = {Approximating the Set of Pareto-Optimal Solutions in Both the Decision
and Objective Spaces by an Estimation of Distribution Algorithm},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {13},
number = {5},
pages = {1167--1189},
year = {2009},
url = {https://doi.org/10.1109/TEVC.2009.2021467},
doi = {10.1109/TEVC.2009.2021467},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/ZhouZJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/JinS09,
author = {Yaochu Jin and
Bernhard Sendhoff},
title = {Corrections to "Pareto-Based Multiobjective Machine Learning:
An Overview and Case Studies" [May 08 397-415]},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {39},
number = {3},
pages = {373},
year = {2009},
url = {https://doi.org/10.1109/TSMCC.2009.2018893},
doi = {10.1109/TSMCC.2009.2018893},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/JinS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/SteinerTBJS09,
author = {Till Steiner and
Jens Trommler and
Martin Brenn and
Yaochu Jin and
Bernhard Sendhoff},
title = {Global shape with morphogen gradients and motile polarized cells},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2009, Trondheim, Norway, 18-21 May, 2009},
pages = {2225--2232},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CEC.2009.4983217},
doi = {10.1109/CEC.2009.4983217},
timestamp = {Thu, 16 Dec 2021 14:01:55 +0100},
biburl = {https://dblp.org/rec/conf/cec/SteinerTBJS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimcdm/JinGPS09,
author = {Yaochu Jin and
Robin Gruna and
Ingo Paenke and
Bernhard Sendhoff},
title = {Evolutionary multi-objective optimization of robustness and innovation
in redundant genetic representations},
booktitle = {2009 {IEEE} Symposium on Computational Intelligence in Multi-Criteria
Decision-Making, {MCDM} 2009, Nashville, TN, USA, March 30 - April
2, 2009},
pages = {38--45},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/MCDM.2009.4938826},
doi = {10.1109/MCDM.2009.4938826},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/cimcdm/JinGPS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/JonesJSY09,
author = {Ben Jones and
Yaochu Jin and
Bernhard Sendhoff and
Xin Yao},
editor = {George Kampis and
Istv{\'{a}}n Karsai and
E{\"{o}}rs Szathm{\'{a}}ry},
title = {The Effect of Proprioceptive Feedback on the Distribution of Sensory
Information in a Model of an Undulatory Organism},
booktitle = {Advances in Artificial Life. Darwin Meets von Neumann - 10th European
Conference, {ECAL} 2009, Budapest, Hungary, September 13-16, 2009,
Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5777},
pages = {18--26},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-21283-3\_3},
doi = {10.1007/978-3-642-21283-3\_3},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecal/JonesJSY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/SchrammJS09,
author = {Lisa Schramm and
Yaochu Jin and
Bernhard Sendhoff},
editor = {George Kampis and
Istv{\'{a}}n Karsai and
E{\"{o}}rs Szathm{\'{a}}ry},
title = {Emerged Coupling of Motor Control and Morphological Development in
Evolution of Multi-cellular Animats},
booktitle = {Advances in Artificial Life. Darwin Meets von Neumann - 10th European
Conference, {ECAL} 2009, Budapest, Hungary, September 13-16, 2009,
Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5777},
pages = {27--34},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-21283-3\_4},
doi = {10.1007/978-3-642-21283-3\_4},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecal/SchrammJS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeealife/GuoMJ09,
author = {Hongliang Guo and
Yan Meng and
Yaochu Jin},
title = {Self-adaptive multi-robot construction using gene regulatory networks},
booktitle = {2009 {IEEE} Symposium on Artificial Life, {ALIFE} 2009, Nashville,
TN, USA, March 30-31, 2009},
pages = {53--60},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ALIFE.2009.4937694},
doi = {10.1109/ALIFE.2009.4937694},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/ieeealife/GuoMJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeealife/JinMS09,
author = {Yaochu Jin and
Yan Meng and
Bernhard Sendhoff},
title = {Influence of regulation logic on the easiness of evolving sustained
oscillation for gene regulatory networks},
booktitle = {2009 {IEEE} Symposium on Artificial Life, {ALIFE} 2009, Nashville,
TN, USA, March 30-31, 2009},
pages = {61--68},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ALIFE.2009.4937695},
doi = {10.1109/ALIFE.2009.4937695},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieeealife/JinMS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/saso/JinGM09,
author = {Yaochu Jin and
Hongliang Guo and
Yan Meng},
title = {Robustness Analysis and Failure Recovery of a Bio-Inspired Self-Organizing
Multi-Robot System},
booktitle = {Third {IEEE} International Conference on Self-Adaptive and Self-Organizing
Systems, {SASO} 2009, San Francisco, California, USA, September 14-18,
2009},
pages = {154--164},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/SASO.2009.19},
doi = {10.1109/SASO.2009.19},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/saso/JinGM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sfsc/JinS09,
author = {Yaochu Jin and
Bernhard Sendhoff},
editor = {Yaochu Jin and
Lipo Wang},
title = {Fuzzy Logic in Evolving in silicoOscillatory Dynamics for Gene Regulatory
Networks},
booktitle = {Fuzzy Systems in Bioinformatics and Computational Biology},
series = {Studies in Fuzziness and Soft Computing},
volume = {242},
pages = {315--327},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-540-89968-6\_16},
doi = {10.1007/978-3-540-89968-6\_16},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sfsc/JinS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sfsc/2009-242,
editor = {Yaochu Jin and
Lipo Wang},
title = {Fuzzy Systems in Bioinformatics and Computational Biology},
series = {Studies in Fuzziness and Soft Computing},
volume = {242},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-540-89968-6},
doi = {10.1007/978-3-540-89968-6},
isbn = {978-3-540-89967-9},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sfsc/2009-242.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ZhangZJ08,
author = {Qingfu Zhang and
Aimin Zhou and
Yaochu Jin},
title = {{RM-MEDA:} {A} Regularity Model-Based Multiobjective Estimation of
Distribution Algorithm},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {12},
number = {1},
pages = {41--63},
year = {2008},
url = {https://doi.org/10.1109/TEVC.2007.894202},
doi = {10.1109/TEVC.2007.894202},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/ZhangZJ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ZhangZJ08a,
author = {Qingfu Zhang and
Aimin Zhou and
Yaochu Jin},
title = {Errata to "RM-MEDA: {A} Regularity Model-Based Multiobjective
Estimation of Distribution Algorithm" [Feb 08 41-63]},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {12},
number = {3},
pages = {392},
year = {2008},
url = {https://doi.org/10.1109/TEVC.2008.923818},
doi = {10.1109/TEVC.2008.923818},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/ZhangZJ08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/JinS08,
author = {Yaochu Jin and
Bernhard Sendhoff},
title = {Pareto-Based Multiobjective Machine Learning: An Overview and Case
Studies},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {38},
number = {3},
pages = {397--415},
year = {2008},
url = {https://doi.org/10.1109/TSMCC.2008.919172},
doi = {10.1109/TSMCC.2008.919172},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/JinS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alife/JonesJSY08,
author = {Ben Jones and
Yaochu Jin and
Bernhard Sendhoff and
Xin Yao},
editor = {Seth Bullock and
Jason Noble and
Richard A. Watson and
Mark A. Bedau},
title = {Evolving Functional Symmetry in a Three Dimensional Model of an Elongated
Organism},
booktitle = {Proceedings of the Eleventh International Conference on the Synthesis
and Simulation of Living Systems, {ALIFE} 2008, Winchester, United
Kingdom, August 5-8, 2008},
pages = {305--312},
publisher = {{MIT} Press},
year = {2008},
url = {http://mitpress2.mit.edu/books/chapters/0262287196chap40.pdf},
timestamp = {Sun, 03 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alife/JonesJSY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/JinS08,
author = {Yaochu Jin and
Bernhard Sendhoff},
title = {Evolving in silico bistable and oscillatory dynamics for gene regulatory
network motifs},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2008, June 1-6, 2008, Hong Kong, China},
pages = {386--391},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/CEC.2008.4630826},
doi = {10.1109/CEC.2008.4630826},
timestamp = {Thu, 16 Dec 2021 14:01:33 +0100},
biburl = {https://dblp.org/rec/conf/cec/JinS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ZhouZJS08,
author = {Aimin Zhou and
Qingfu Zhang and
Yaochu Jin and
Bernhard Sendhoff},
title = {Combination of {EDA} and {DE} for continuous biobjective optimization},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2008, June 1-6, 2008, Hong Kong, China},
pages = {1447--1454},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/CEC.2008.4630984},
doi = {10.1109/CEC.2008.4630984},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/ZhouZJS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/SamwaysJYS08,
author = {Neale Samways and
Yaochu Jin and
Xin Yao and
Bernhard Sendhoff},
title = {Toward a gene regulatory network model for evolving chemotaxis behavior},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2008, June 1-6, 2008, Hong Kong, China},
pages = {2569--2576},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/CEC.2008.4631143},
doi = {10.1109/CEC.2008.4631143},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/SamwaysJYS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/StewartBBCEGJNPS08,
author = {Theodor J. Stewart and
Oliver Bandte and
Heinrich Braun and
Nirupam Chakraborti and
Matthias Ehrgott and
Mathias G{\"{o}}belt and
Yaochu Jin and
Hirotaka Nakayama and
Silvia Poles and
Danilo Di Stefano},
editor = {J{\"{u}}rgen Branke and
Kalyanmoy Deb and
Kaisa Miettinen and
Roman Slowinski},
title = {Real-World Applications of Multiobjective Optimization},
booktitle = {Multiobjective Optimization, Interactive and Evolutionary Approaches
[outcome of Dagstuhl seminars]},
series = {Lecture Notes in Computer Science},
volume = {5252},
pages = {285--327},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88908-3\_11},
doi = {10.1007/978-3-540-88908-3\_11},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/StewartBBCEGJNPS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/SteinerJS08,
author = {Till Steiner and
Yaochu Jin and
Bernhard Sendhoff},
editor = {Conor Ryan and
Maarten Keijzer},
title = {A cellular model for the evolutionary development of lightweight material
with an inner structure},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2008, Proceedings,
Atlanta, GA, USA, July 12-16, 2008},
pages = {851--858},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1389095.1389260},
doi = {10.1145/1389095.1389260},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/SteinerJS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gefs/Jin08,
author = {Yaochu Jin},
editor = {Frank Hoffmann and
Oscar Cord{\'{o}}n and
Plamen Angelov and
Frank Klawonn},
title = {Pareto-optimality is everywhere: From engineering design, machine
learning, to biological systems},
booktitle = {3rd International Workshop on Genetic and Evolving Systems, {GEFS}
2008, Witten-Bommerholz, Germany, March 4-7, 2008},
pages = {1},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/GEFS.2008.4484555},
doi = {10.1109/GEFS.2008.4484555},
timestamp = {Wed, 10 Jul 2024 11:56:00 +0200},
biburl = {https://dblp.org/rec/conf/gefs/Jin08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/LimOJS08,
author = {Dudy Lim and
Yew{-}Soon Ong and
Yaochu Jin and
Bernhard Sendhoff},
editor = {De{-}Shuang Huang and
Donald C. Wunsch II and
Daniel S. Levine and
Kang{-}Hyun Jo},
title = {Evolutionary Optimization with Dynamic Fidelity Computational Models},
booktitle = {Advanced Intelligent Computing Theories and Applications. With Aspects
of Artificial Intelligence, 4th International Conference on Intelligent
Computing, {ICIC} 2008, Shanghai, China, September 15-18, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5227},
pages = {235--242},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85984-0\_29},
doi = {10.1007/978-3-540-85984-0\_29},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icic/LimOJS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/JinSS09,
author = {Yaochu Jin and
Lisa Schramm and
Bernhard Sendhoff},
editor = {Mario K{\"{o}}ppen and
Nikola K. Kasabov and
George G. Coghill},
title = {A Gene Regulatory Model for the Development of Primitive Nervous Systems},
booktitle = {Advances in Neuro-Information Processing, 15th International Conference,
{ICONIP} 2008, Auckland, New Zealand, November 25-28, 2008, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5506},
pages = {48--55},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-02490-0\_6},
doi = {10.1007/978-3-642-02490-0\_6},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/JinSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/JonesJYS09,
author = {Ben Jones and
Yaochu Jin and
Xin Yao and
Bernhard Sendhoff},
editor = {Mario K{\"{o}}ppen and
Nikola K. Kasabov and
George G. Coghill},
title = {Evolution of Neural Organization in a Hydra-Like Animat},
booktitle = {Advances in Neuro-Information Processing, 15th International Conference,
{ICONIP} 2008, Auckland, New Zealand, November 25-28, 2008, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5506},
pages = {216--223},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-02490-0\_27},
doi = {10.1007/978-3-642-02490-0\_27},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/JonesJYS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CaoJKS08,
author = {Yi Cao and
Yaochu Jin and
Michal Kowalczykiewicz and
Bernhard Sendhoff},
title = {Prediction of convergence dynamics of design performance using differential
recurrent neural networks},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2008, Hong Kong, China, June 1-6, 2008},
pages = {528--533},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4633843},
doi = {10.1109/IJCNN.2008.4633843},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CaoJKS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/08/JinZ0ST08,
author = {Yaochu Jin and
Aimin Zhou and
Qingfu Zhang and
Bernhard Sendhoff and
Edward P. K. Tsang},
editor = {Joshua D. Knowles and
David Corne and
Kalyanmoy Deb},
title = {Modeling Regularity to Improve Scalability of Model-Based Multiobjective
Optimization Algorithms},
booktitle = {Multiobjective Problem Solving from Nature},
series = {Natural Computing Series},
pages = {331--355},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-72964-8\_16},
doi = {10.1007/978-3-540-72964-8\_16},
timestamp = {Wed, 17 Jul 2019 14:23:55 +0200},
biburl = {https://dblp.org/rec/books/sp/08/JinZ0ST08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/JinSK08,
author = {Yaochu Jin and
Bernhard Sendhoff and
Edgar K{\"{o}}rner},
editor = {Ashish Ghosh and
Satchidananda Dehuri and
Susmita Ghosh},
title = {Rule Extraction from Compact Pareto-optimal Neural Networks},
booktitle = {Multi-Objective Evolutionary Algorithms for Knowledge Discovery from
Databases},
series = {Studies in Computational Intelligence},
volume = {98},
pages = {71--90},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-77467-9\_4},
doi = {10.1007/978-3-540-77467-9\_4},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/JinSK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/LimOJSL07,
author = {Dudy Lim and
Yew{-}Soon Ong and
Yaochu Jin and
Bernhard Sendhoff and
Bu{-}Sung Lee},
title = {Efficient Hierarchical Parallel Genetic Algorithms using Grid computing},
journal = {Future Gener. Comput. Syst.},
volume = {23},
number = {4},
pages = {658--670},
year = {2007},
url = {https://doi.org/10.1016/j.future.2006.10.008},
doi = {10.1016/J.FUTURE.2006.10.008},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/LimOJSL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ZhouZJS07,
author = {Aimin Zhou and
Qingfu Zhang and
Yaochu Jin and
Bernhard Sendhoff},
title = {Adaptivemodelling strategy for continuous multi-objective optimization},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2007, 25-28 September 2007, Singapore},
pages = {431--437},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/CEC.2007.4424503},
doi = {10.1109/CEC.2007.4424503},
timestamp = {Thu, 16 Dec 2021 14:01:04 +0100},
biburl = {https://dblp.org/rec/conf/cec/ZhouZJS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/SteinerSJS07,
author = {Till Steiner and
Lisa Schramm and
Yaochu Jin and
Bernhard Sendhoff},
title = {Emergence of feedback in artificial gene regulatory networks},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2007, 25-28 September 2007, Singapore},
pages = {867--874},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/CEC.2007.4424561},
doi = {10.1109/CEC.2007.4424561},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/SteinerSJS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/ZhouJZST06,
author = {Aimin Zhou and
Yaochu Jin and
Qingfu Zhang and
Bernhard Sendhoff and
Edward P. K. Tsang},
editor = {Shigeru Obayashi and
Kalyanmoy Deb and
Carlo Poloni and
Tomoyuki Hiroyasu and
Tadahiko Murata},
title = {Prediction-Based Population Re-initialization for Evolutionary Dynamic
Multi-objective Optimization},
booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference,
{EMO} 2007, Matsushima, Japan, March 5-8, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4403},
pages = {832--846},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-70928-2\_62},
doi = {10.1007/978-3-540-70928-2\_62},
timestamp = {Thu, 30 Jun 2022 16:13:16 +0200},
biburl = {https://dblp.org/rec/conf/emo/ZhouJZST06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/foci/PaenkeBJ07,
author = {Ingo Paenke and
J{\"{u}}rgen Branke and
Yaochu Jin},
title = {On the Influence of Phenotype Plasticity on Genotype Diversity},
booktitle = {Proceedings of the {IEEE} Symposium on Foundations of Computational
Intelligence, {FOCI} 2007, part of the {IEEE} Symposium Series on
Computational Intelligence 2007, Honolulu, Hawaii, USA, 1-5 April
2007},
pages = {33--40},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/FOCI.2007.372144},
doi = {10.1109/FOCI.2007.372144},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/foci/PaenkeBJ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ZhouZJST07,
author = {Aimin Zhou and
Qingfu Zhang and
Yaochu Jin and
Bernhard Sendhoff and
Edward P. K. Tsang},
editor = {Hod Lipson},
title = {Global multiobjective optimization via estimation of distribution
algorithm with biased initialization and crossover},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2007, Proceedings,
London, England, UK, July 7-11, 2007},
pages = {617--623},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1276958.1277082},
doi = {10.1145/1276958.1277082},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ZhouZJST07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LimOJS07,
author = {Dudy Lim and
Yew{-}Soon Ong and
Yaochu Jin and
Bernhard Sendhoff},
editor = {Hod Lipson},
title = {A study on metamodeling techniques, ensembles, and multi-surrogates
in evolutionary computation},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2007, Proceedings,
London, England, UK, July 7-11, 2007},
pages = {1288--1295},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1276958.1277203},
doi = {10.1145/1276958.1277203},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LimOJS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/Jin07,
author = {Yaochu Jin},
editor = {Andreas K{\"{o}}nig and
Mario K{\"{o}}ppen and
Nikola K. Kasabov and
Ajith Abraham},
title = {Pareto-based Multi-Objective Machine Learning},
booktitle = {7th International Conference on Hybrid Intelligent Systems, {HIS}
2007, Kaiserslautern, Germany, September 17-19, 2007},
pages = {2},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/HIS.2007.73},
doi = {10.1109/HIS.2007.73},
timestamp = {Fri, 05 Jun 2020 15:16:05 +0200},
biburl = {https://dblp.org/rec/conf/his/Jin07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/JinWS07,
author = {Yaochu Jin and
Ruojing Wen and
Bernhard Sendhoff},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {Evolutionary Multi-objective Optimization of Spiking Neural Networks},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4668},
pages = {370--379},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74690-4\_38},
doi = {10.1007/978-3-540-74690-4\_38},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/JinWS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/GraningJS07,
author = {Lars Gr{\"{a}}ning and
Yaochu Jin and
Bernhard Sendhoff},
editor = {Shengxiang Yang and
Yew{-}Soon Ong and
Yaochu Jin},
title = {Individual-based Management of Meta-models for Evolutionary Optimization
with Application to Three-Dimensional Blade Optimization},
booktitle = {Evolutionary Computation in Dynamic and Uncertain Environments},
series = {Studies in Computational Intelligence},
volume = {51},
pages = {225--250},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-49774-5\_10},
doi = {10.1007/978-3-540-49774-5\_10},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/GraningJS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/LimOLJ07,
author = {Dudy Lim and
Yew{-}Soon Ong and
Meng{-}Hiot Lim and
Yaochu Jin},
editor = {Shengxiang Yang and
Yew{-}Soon Ong and
Yaochu Jin},
title = {Single/Multi-objective Inverse Robust Evolutionary Design Methodology
in the Presence of Uncertainty},
booktitle = {Evolutionary Computation in Dynamic and Uncertain Environments},
series = {Studies in Computational Intelligence},
volume = {51},
pages = {437--456},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-49774-5\_19},
doi = {10.1007/978-3-540-49774-5\_19},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/LimOLJ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2007-51,
editor = {Shengxiang Yang and
Yew{-}Soon Ong and
Yaochu Jin},
title = {Evolutionary Computation in Dynamic and Uncertain Environments},
series = {Studies in Computational Intelligence},
volume = {51},
publisher = {Springer},
year = {2007},
isbn = {978-3-540-49772-1},
timestamp = {Thu, 06 Mar 2008 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/2007-51.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gpem/YangOJ06,
author = {Shengxiang Yang and
Yew{-}Soon Ong and
Yaochu Jin},
title = {Editorial to special issue on evolutionary computation in dynamic
and uncertain environments},
journal = {Genet. Program. Evolvable Mach.},
volume = {7},
number = {4},
pages = {293--294},
year = {2006},
url = {https://doi.org/10.1007/s10710-006-9016-4},
doi = {10.1007/S10710-006-9016-4},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gpem/YangOJ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gpem/LimOJSL06,
author = {Dudy Lim and
Yew{-}Soon Ong and
Yaochu Jin and
Bernhard Sendhoff and
Bu{-}Sung Lee},
title = {Inverse multi-objective robust evolutionary design},
journal = {Genet. Program. Evolvable Mach.},
volume = {7},
number = {4},
pages = {383--404},
year = {2006},
url = {https://doi.org/10.1007/s10710-006-9013-7},
doi = {10.1007/S10710-006-9013-7},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gpem/LimOJSL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/PaenkeBJ06,
author = {Ingo Paenke and
J{\"{u}}rgen Branke and
Yaochu Jin},
title = {Efficient search for robust solutions by means of evolutionary algorithms
and fitness approximation},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {10},
number = {4},
pages = {405--420},
year = {2006},
url = {https://doi.org/10.1109/TEVC.2005.859465},
doi = {10.1109/TEVC.2005.859465},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/PaenkeBJ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/LimOJS06,
author = {Dudy Lim and
Yew{-}Soon Ong and
Yaochu Jin and
Bernhard Sendhoff},
title = {Trusted Evolutionary Algorithm},
booktitle = {{IEEE} International Conference on Evolutionary Computation, {CEC}
2006, part of {WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {149--156},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/CEC.2006.1688302},
doi = {10.1109/CEC.2006.1688302},
timestamp = {Thu, 16 Dec 2021 14:00:41 +0100},
biburl = {https://dblp.org/rec/conf/cec/LimOJS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ZhouJZST06,
author = {Aimin Zhou and
Yaochu Jin and
Qingfu Zhang and
Bernhard Sendhoff and
Edward P. K. Tsang},
title = {Combining Model-based and Genetics-based Offspring Generation for
Multi-objective Optimization Using a Convergence Criterion},
booktitle = {{IEEE} International Conference on Evolutionary Computation, {CEC}
2006, part of {WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {892--899},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/CEC.2006.1688406},
doi = {10.1109/CEC.2006.1688406},
timestamp = {Sun, 23 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/ZhouJZST06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JinS06,
author = {Yaochu Jin and
Bernhard Sendhoff},
title = {Alleviating Catastrophic Forgetting via Multi-Objective Learning},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {3335--3342},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247332},
doi = {10.1109/IJCNN.2006.247332},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/JinS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GraningJS06,
author = {Lars Gr{\"{a}}ning and
Yaochu Jin and
Bernhard Sendhoff},
title = {Generalization Improvement in Multi-Objective Learning},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {4839--4846},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247162},
doi = {10.1109/IJCNN.2006.247162},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/GraningJS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/ZhouZJST06,
author = {Aimin Zhou and
Qingfu Zhang and
Yaochu Jin and
Bernhard Sendhoff and
Edward P. K. Tsang},
editor = {Thomas Philip Runarsson and
Hans{-}Georg Beyer and
Edmund K. Burke and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
L. Darrell Whitley and
Xin Yao},
title = {Modelling the Population Distribution in Multi-objective Optimization
by Generative Topographic Mapping},
booktitle = {Parallel Problem Solving from Nature - {PPSN} IX, 9th International
Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings},
series = {Lecture Notes in Computer Science},
volume = {4193},
pages = {443--452},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11844297\_45},
doi = {10.1007/11844297\_45},
timestamp = {Sun, 25 Jul 2021 11:46:24 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/ZhouZJST06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/JinSK06,
author = {Yaochu Jin and
Bernhard Sendhoff and
Edgar K{\"{o}}rner},
editor = {Yaochu Jin},
title = {Simultaneous Generation of Accurate and Interpretable Neural Network
Classifiers},
booktitle = {Multi-Objective Machine Learning},
series = {Studies in Computational Intelligence},
volume = {16},
pages = {291--312},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/3-540-33019-4\_13},
doi = {10.1007/3-540-33019-4\_13},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/JinSK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/WangKJT06,
author = {Hanli Wang and
Sam Kwong and
Yaochu Jin and
Chi{-}Ho Tsang},
editor = {Yaochu Jin},
title = {Agent Based Multi-Objective Approach to Generating Interpretable Fuzzy
Systems},
booktitle = {Multi-Objective Machine Learning},
series = {Studies in Computational Intelligence},
volume = {16},
pages = {339--364},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/3-540-33019-4\_15},
doi = {10.1007/3-540-33019-4\_15},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/WangKJT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2006-16,
editor = {Yaochu Jin},
title = {Multi-Objective Machine Learning},
series = {Studies in Computational Intelligence},
volume = {16},
publisher = {Springer},
year = {2006},
isbn = {978-3-540-30676-4},
timestamp = {Thu, 06 Mar 2008 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/2006-16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/WangKJWM05,
author = {Hanli Wang and
Sam Kwong and
Yaochu Jin and
Wei Wei and
Kim{-}Fung Man},
title = {Multi-objective hierarchical genetic algorithm for interpretable fuzzy
rule-based knowledge extraction},
journal = {Fuzzy Sets Syst.},
volume = {149},
number = {1},
pages = {149--186},
year = {2005},
url = {https://doi.org/10.1016/j.fss.2004.07.013},
doi = {10.1016/J.FSS.2004.07.013},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/WangKJWM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/JinLR05,
author = {Yaochu Jin and
Sushil J. Louis and
Khaled Rasheed},
title = {Guest Editorial},
journal = {Soft Comput.},
volume = {9},
number = {1},
pages = {1--2},
year = {2005},
url = {https://doi.org/10.1007/s00500-003-0327-6},
doi = {10.1007/S00500-003-0327-6},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/JinLR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/Jin05,
author = {Yaochu Jin},
title = {A comprehensive survey of fitness approximation in evolutionary computation},
journal = {Soft Comput.},
volume = {9},
number = {1},
pages = {3--12},
year = {2005},
url = {https://doi.org/10.1007/s00500-003-0328-5},
doi = {10.1007/S00500-003-0328-5},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/Jin05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/HuskenJS05,
author = {Michael H{\"{u}}sken and
Yaochu Jin and
Bernhard Sendhoff},
title = {Structure optimization of neural networks for evolutionary design
optimization},
journal = {Soft Comput.},
volume = {9},
number = {1},
pages = {21--28},
year = {2005},
url = {https://doi.org/10.1007/s00500-003-0330-y},
doi = {10.1007/S00500-003-0330-Y},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/HuskenJS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/JinB05,
author = {Yaochu Jin and
J{\"{u}}rgen Branke},
title = {Evolutionary optimization in uncertain environments-a survey},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {9},
number = {3},
pages = {303--317},
year = {2005},
url = {https://doi.org/10.1109/TEVC.2005.846356},
doi = {10.1109/TEVC.2005.846356},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/JinB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/WangKJWM05,
author = {Hanli Wang and
Sam Kwong and
Yaochu Jin and
Wei Wei and
Kim{-}Fung Man},
title = {Agent-based evolutionary approach for interpretable rule-based knowledge
extraction},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {35},
number = {2},
pages = {143--155},
year = {2005},
url = {https://doi.org/10.1109/TSMCC.2004.841910},
doi = {10.1109/TSMCC.2004.841910},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/WangKJWM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/OkabeJS05,
author = {Tatsuya Okabe and
Yaochu Jin and
Bernhard Sendhoff},
title = {A new approach to dynamics analysis of genetic algorithms without
selection},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2005, 2-4 September 2005, Edinburgh, {UK}},
pages = {374--381},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/CEC.2005.1554708},
doi = {10.1109/CEC.2005.1554708},
timestamp = {Thu, 16 Dec 2021 13:59:05 +0100},
biburl = {https://dblp.org/rec/conf/cec/OkabeJS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/OkabeJS05a,
author = {Tatsuya Okabe and
Yaochu Jin and
Bernhard Sendhoff},
title = {Theoretical comparisons of search dynamics of genetic algorithms and
evolution strategies},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2005, 2-4 September 2005, Edinburgh, {UK}},
pages = {382--389},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/CEC.2005.1554709},
doi = {10.1109/CEC.2005.1554709},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/OkabeJS05a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ZhouZJTO05,
author = {Aimin Zhou and
Qingfu Zhang and
Yaochu Jin and
Edward P. K. Tsang and
Tatsuya Okabe},
title = {A model-based evolutionary algorithm for bi-objective optimization},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2005, 2-4 September 2005, Edinburgh, {UK}},
pages = {2568--2575},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/CEC.2005.1555016},
doi = {10.1109/CEC.2005.1555016},
timestamp = {Sun, 23 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/ZhouZJTO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/KhareYSJW05,
author = {Vineet R. Khare and
Xin Yao and
Bernhard Sendhoff and
Yaochu Jin and
Heiko Wersing},
title = {Co-evolutionary modular neural networks for automatic problem decomposition},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2005, 2-4 September 2005, Edinburgh, {UK}},
pages = {2691--2698},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/CEC.2005.1555032},
doi = {10.1109/CEC.2005.1555032},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/KhareYSJW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/JinSK05,
author = {Yaochu Jin and
Bernhard Sendhoff and
Edgar K{\"{o}}rner},
editor = {Carlos A. Coello Coello and
Arturo Hern{\'{a}}ndez Aguirre and
Eckart Zitzler},
title = {Evolutionary Multi-objective Optimization for Simultaneous Generation
of Signal-Type and Symbol-Type Representations},
booktitle = {Evolutionary Multi-Criterion Optimization, Third International Conference,
{EMO} 2005, Guanajuato, Mexico, March 9-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3410},
pages = {752--766},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/978-3-540-31880-4\_52},
doi = {10.1007/978-3-540-31880-4\_52},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/emo/JinSK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GraningJS05,
author = {Lars Gr{\"{a}}ning and
Yaochu Jin and
Bernhard Sendhoff},
title = {Efficient evolutionary optimization using individual-based evolution
control and neural networks: {A} comparative study},
booktitle = {13th European Symposium on Artificial Neural Networks, {ESANN} 2005,
Bruges, Belgium, April 27-29, 2005, Proceedings},
pages = {273--278},
year = {2005},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2005-64.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GraningJS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/JinOS05,
author = {Yaochu Jin and
Markus Olhofer and
Bernhard Sendhoff},
editor = {Lipo Wang and
Ke Chen and
Yew{-}Soon Ong},
title = {On Evolutionary Optimization of Large Problems Using Small Populations},
booktitle = {Advances in Natural Computation, First International Conference, {ICNC}
2005, Changsha, China, August 27-29, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3611},
pages = {1145--1154},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11539117\_154},
doi = {10.1007/11539117\_154},
timestamp = {Sun, 02 Jun 2019 21:14:27 +0200},
biburl = {https://dblp.org/rec/conf/icnc/JinOS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/evoW/2005,
editor = {Franz Rothlauf and
J{\"{u}}rgen Branke and
Stefano Cagnoni and
David W. Corne and
Rolf Drechsler and
Yaochu Jin and
Penousal Machado and
Elena Marchiori and
Juan Romero and
George D. Smith and
Giovanni Squillero},
title = {Applications of Evolutionary Computing, EvoWorkshops 2005: EvoBIO,
EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Lausanne, Switzerland,
March 30 - April 1, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3449},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/b106856},
doi = {10.1007/B106856},
isbn = {3-540-25396-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/evoW/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/fskd/2005-1,
editor = {Lipo Wang and
Yaochu Jin},
title = {Fuzzy Systems and Knowledge Discovery, Second International Conference,
{FSKD} 2005, Changsha, China, August 27-29, 2005, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {3613},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11539506},
doi = {10.1007/11539506},
isbn = {3-540-28312-9},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fskd/2005-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/fskd/2005-2,
editor = {Lipo Wang and
Yaochu Jin},
title = {Fuzzy Systems and Knowledge Discovery, Second International Conference,
{FSKD} 2005, Changsha, China, August 27-29, 2005, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {3614},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11540007},
doi = {10.1007/11540007},
isbn = {3-540-28331-5},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fskd/2005-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/JinOS04,
author = {Yaochu Jin and
Tatsuya Okabe and
Bernhard Sendhoff},
title = {Neural network regularization and ensembling using multi-objective
evolutionary algorithms},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2004, 19-23 June 2004, Portland, OR, {USA}},
pages = {1--8},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/CEC.2004.1330830},
doi = {10.1109/CEC.2004.1330830},
timestamp = {Thu, 16 Dec 2021 13:58:46 +0100},
biburl = {https://dblp.org/rec/conf/cec/JinOS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/OkabeJSO04,
author = {Tatsuya Okabe and
Yaochu Jin and
Bernhard Sendhoff and
Markus Olhofer},
title = {Voronoi-based estimation of distribution algorithm for multi-objective
optimization},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2004, 19-23 June 2004, Portland, OR, {USA}},
pages = {1594--1601},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/CEC.2004.1331086},
doi = {10.1109/CEC.2004.1331086},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/OkabeJSO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/JinS04,
author = {Yaochu Jin and
Bernhard Sendhoff},
editor = {G{\"{u}}nther R. Raidl and
Stefano Cagnoni and
J{\"{u}}rgen Branke and
David Corne and
Rolf Drechsler and
Yaochu Jin and
Colin G. Johnson and
Penousal Machado and
Elena Marchiori and
Franz Rothlauf and
George D. Smith and
Giovanni Squillero},
title = {Constructing Dynamic Optimization Test Problems Using the Multi-objective
Optimization Concept},
booktitle = {Applications of Evolutionary Computing, EvoWorkshops 2004: EvoBIO,
EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal,
April 5-7, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3005},
pages = {525--536},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24653-4\_53},
doi = {10.1007/978-3-540-24653-4\_53},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/evoW/JinS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/JinS04,
author = {Yaochu Jin and
Bernhard Sendhoff},
editor = {Kalyanmoy Deb and
Riccardo Poli and
Wolfgang Banzhaf and
Hans{-}Georg Beyer and
Edmund K. Burke and
Paul J. Darwen and
Dipankar Dasgupta and
Dario Floreano and
James A. Foster and
Mark Harman and
Owen Holland and
Pier Luca Lanzi and
Lee Spector and
Andrea Tettamanzi and
Dirk Thierens and
Andrew M. Tyrrell},
title = {Reducing Fitness Evaluations Using Clustering Techniques and Neural
Network Ensembles},
booktitle = {Genetic and Evolutionary Computation - {GECCO} 2004, Genetic and Evolutionary
Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3102},
pages = {688--699},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24854-5\_71},
doi = {10.1007/978-3-540-24854-5\_71},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/JinS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/OkabeJOS04,
author = {Tatsuya Okabe and
Yaochu Jin and
Markus Olhofer and
Bernhard Sendhoff},
editor = {Xin Yao and
Edmund K. Burke and
Jos{\'{e}} Antonio Lozano and
Jim Smith and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
John A. Bullinaria and
Jonathan E. Rowe and
Peter Ti{\~{n}}o and
Ata Kab{\'{a}}n and
Hans{-}Paul Schwefel},
title = {On Test Functions for Evolutionary Multi-objective Optimization},
booktitle = {Parallel Problem Solving from Nature - {PPSN} VIII, 8th International
Conference, Birmingham, UK, September 18-22, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3242},
pages = {792--802},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30217-9\_80},
doi = {10.1007/978-3-540-30217-9\_80},
timestamp = {Wed, 28 Jun 2023 16:19:43 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/OkabeJOS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/evoW/2004,
editor = {G{\"{u}}nther R. Raidl and
Stefano Cagnoni and
J{\"{u}}rgen Branke and
David Corne and
Rolf Drechsler and
Yaochu Jin and
Colin G. Johnson and
Penousal Machado and
Elena Marchiori and
Franz Rothlauf and
George D. Smith and
Giovanni Squillero},
title = {Applications of Evolutionary Computing, EvoWorkshops 2004: EvoBIO,
EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal,
April 5-7, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3005},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/b96500},
doi = {10.1007/B96500},
isbn = {3-540-21378-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/evoW/2004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0010369,
author = {Yaochu Jin},
title = {Advanced fuzzy systems design and applications},
series = {Studies in Fuzziness and Soft Computing},
volume = {112},
publisher = {Physica-Verlag},
year = {2003},
isbn = {3-7908-1537-3},
timestamp = {Thu, 25 Aug 2011 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0010369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/JinS03,
author = {Yaochu Jin and
Bernhard Sendhoff},
title = {Extracting Interpretable Fuzzy Rules from {RBF} Networks},
journal = {Neural Process. Lett.},
volume = {17},
number = {2},
pages = {149--164},
year = {2003},
url = {https://doi.org/10.1023/A:1023642126478},
doi = {10.1023/A:1023642126478},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/JinS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/OkabeFOJS03,
author = {Tatsuya Okabe and
Kwasi Foli and
Markus Olhofer and
Yaochu Jin and
Bernhard Sendhoff},
title = {Comparative studies on micro heat exchanger optimisation},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2003, Canberra, Australia, December 8-12, 2003},
pages = {647--654},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/CEC.2003.1299637},
doi = {10.1109/CEC.2003.1299637},
timestamp = {Thu, 16 Dec 2021 11:43:24 +0100},
biburl = {https://dblp.org/rec/conf/cec/OkabeFOJS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/WillmesBJS03,
author = {Lars Willmes and
Thomas B{\"{a}}ck and
Yaochu Jin and
Bernhard Sendhoff},
title = {Comparing neural networks and Kriging for fitness approximation in
evolutionary optimization},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2003, Canberra, Australia, December 8-12, 2003},
pages = {663--670},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/CEC.2003.1299639},
doi = {10.1109/CEC.2003.1299639},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/WillmesBJS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/OkabeJS03,
author = {Tatsuya Okabe and
Yaochu Jin and
Bernhard Sendhoff},
title = {A critical survey of performance indices for multi-objective optimisation},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2003, Canberra, Australia, December 8-12, 2003},
pages = {878--885},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/CEC.2003.1299759},
doi = {10.1109/CEC.2003.1299759},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/OkabeJS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/JinS03,
author = {Yaochu Jin and
Bernhard Sendhoff},
title = {Connectedness, regularity and the success of local search in evolutionary
multi-objective optimization},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2003, Canberra, Australia, December 8-12, 2003},
pages = {1910--1917},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/CEC.2003.1299907},
doi = {10.1109/CEC.2003.1299907},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/JinS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/OkabeJS03a,
author = {Tatsuya Okabe and
Yaochu Jin and
Bernhard Sendhoff},
title = {Evolutionary multi-objective optimisation with a hybrid representation},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2003, Canberra, Australia, December 8-12, 2003},
pages = {2262--2269},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/CEC.2003.1299370},
doi = {10.1109/CEC.2003.1299370},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/OkabeJS03a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/JinS03,
author = {Yaochu Jin and
Bernhard Sendhoff},
editor = {Carlos M. Fonseca and
Peter J. Fleming and
Eckart Zitzler and
Kalyanmoy Deb and
Lothar Thiele},
title = {Trade-Off between Performance and Robustness: An Evolutionary Multiobjective
Approach},
booktitle = {Evolutionary Multi-Criterion Optimization, Second International Conference,
{EMO} 2003, Faro, Portugal, April 8-11, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2632},
pages = {237--251},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-36970-8\_17},
doi = {10.1007/3-540-36970-8\_17},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emo/JinS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/JinOS03,
author = {Yaochu Jin and
Tatsuya Okabe and
Bernhard Sendhoff},
editor = {Erick Cant{\'{u}}{-}Paz and
James A. Foster and
Kalyanmoy Deb and
Lawrence Davis and
Rajkumar Roy and
Una{-}May O'Reilly and
Hans{-}Georg Beyer and
Russell K. Standish and
Graham Kendall and
Stewart W. Wilson and
Mark Harman and
Joachim Wegener and
Dipankar Dasgupta and
Mitchell A. Potter and
Alan C. Schultz and
Kathryn A. Dowsland and
Natasa Jonoska and
Julian F. Miller},
title = {Solving Three-Objective Optimization Problems Using Evolutionary Dynamic
Weighted Aggregation: Results and Analysis},
booktitle = {Genetic and Evolutionary Computation - {GECCO} 2003, Genetic and Evolutionary
Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {2723},
pages = {636--637},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-45105-6\_75},
doi = {10.1007/3-540-45105-6\_75},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/JinOS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Jin02,
author = {Yaochu Jin},
title = {Knowledge in evolutionary and learning systems},
school = {Ruhr University Bochum, Germany},
year = {2002},
url = {https://d-nb.info/963512587},
isbn = {978-3-8265-9749-7},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Jin02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/JinOS02,
author = {Yaochu Jin and
Markus Olhofer and
Bernhard Sendhoff},
title = {A framework for evolutionary optimization with approximate fitness
functions},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {6},
number = {5},
pages = {481--494},
year = {2002},
url = {https://doi.org/10.1109/TEVC.2002.800884},
doi = {10.1109/TEVC.2002.800884},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/JinOS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/OkabeJS02,
author = {Tatsuya Okabe and
Yaochu Jin and
Bernhard Sendhoff},
editor = {William B. Langdon and
Erick Cant{\'{u}}{-}Paz and
Keith E. Mathias and
Rajkumar Roy and
David Davis and
Riccardo Poli and
Karthik Balakrishnan and
Vasant G. Honavar and
G{\"{u}}nter Rudolph and
Joachim Wegener and
Larry Bull and
Mitchell A. Potter and
Alan C. Schultz and
Julian F. Miller and
Edmund K. Burke and
Natasa Jonoska},
title = {On The Dynamics Of Evolutionary Multi-objective Optimization},
booktitle = {{GECCO} 2002: Proceedings of the Genetic and Evolutionary Computation
Conference, New York, USA, 9-13 July 2002},
pages = {247--256},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Mon, 13 Nov 2017 18:15:11 +0100},
biburl = {https://dblp.org/rec/conf/gecco/OkabeJS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/JinS02,
author = {Yaochu Jin and
Bernhard Sendhoff},
editor = {William B. Langdon and
Erick Cant{\'{u}}{-}Paz and
Keith E. Mathias and
Rajkumar Roy and
David Davis and
Riccardo Poli and
Karthik Balakrishnan and
Vasant G. Honavar and
G{\"{u}}nter Rudolph and
Joachim Wegener and
Larry Bull and
Mitchell A. Potter and
Alan C. Schultz and
Julian F. Miller and
Edmund K. Burke and
Natasa Jonoska},
title = {Incorporation Of Fuzzy Preferences Into Evolutionary Multiobjective
Optimization},
booktitle = {{GECCO} 2002: Proceedings of the Genetic and Evolutionary Computation
Conference, New York, USA, 9-13 July 2002},
pages = {683},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Fri, 21 Feb 2003 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/JinS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/JinS02a,
author = {Yaochu Jin and
Bernhard Sendhoff},
editor = {William B. Langdon and
Erick Cant{\'{u}}{-}Paz and
Keith E. Mathias and
Rajkumar Roy and
David Davis and
Riccardo Poli and
Karthik Balakrishnan and
Vasant G. Honavar and
G{\"{u}}nter Rudolph and
Joachim Wegener and
Larry Bull and
Mitchell A. Potter and
Alan C. Schultz and
Julian F. Miller and
Edmund K. Burke and
Natasa Jonoska},
title = {Fitness Approximation In Evolutionary Computation - a Survey},
booktitle = {{GECCO} 2002: Proceedings of the Genetic and Evolutionary Computation
Conference, New York, USA, 9-13 July 2002},
pages = {1105--1112},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Fri, 21 Feb 2003 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/JinS02a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/OlhoferJS01,
author = {Markus Olhofer and
Yaochu Jin and
Bernhard Sendhoff},
title = {Adaptive encoding for aerodynamic shape optimization using evolution
strategies},
booktitle = {Proceedings of the 2001 Congress on Evolutionary Computation, {CEC}
2001, COEX, Seoul, Korea, May 27-30, 2001},
pages = {576--583},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/CEC.2001.934443},
doi = {10.1109/CEC.2001.934443},
timestamp = {Sat, 08 Jan 2022 01:38:02 +0100},
biburl = {https://dblp.org/rec/conf/cec/OlhoferJS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/JinOS01,
author = {Yaochu Jin and
Markus Olhofer and
Bernhard Sendhoff},
title = {Managing approximate models in evolutionary aerodynamic design optimization},
booktitle = {Proceedings of the 2001 Congress on Evolutionary Computation, {CEC}
2001, COEX, Seoul, Korea, May 27-30, 2001},
pages = {592--599},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/CEC.2001.934445},
doi = {10.1109/CEC.2001.934445},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/JinOS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/JinOS01,
author = {Yaochu Jin and
Tatsuya Okabe and
Bernhard Sendhoff},
editor = {Eckart Zitzler and
Kalyanmoy Deb and
Lothar Thiele and
Carlos A. Coello Coello and
David Corne},
title = {Adapting Weighted Aggregation for Multiobjective Evolution Strategies},
booktitle = {Evolutionary Multi-Criterion Optimization, First International Conference,
{EMO} 2001, Zurich, Switzerland, March 7-9, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1993},
pages = {96--110},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44719-9\_7},
doi = {10.1007/3-540-44719-9\_7},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/emo/JinOS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/Jin00,
author = {Yaochu Jin},
title = {Fuzzy modeling of high-dimensional systems: complexity reduction and
interpretability improvement},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {8},
number = {2},
pages = {212--221},
year = {2000},
url = {https://doi.org/10.1109/91.842154},
doi = {10.1109/91.842154},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tfs/Jin00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/JinOS00,
author = {Yaochu Jin and
Markus Olhofer and
Bernhard Sendhoff},
editor = {L. Darrell Whitley and
David E. Goldberg and
Erick Cant{\'{u}}{-}Paz and
Lee Spector and
Ian C. Parmee and
Hans{-}Georg Beyer},
title = {On Evolutionary Optimization with Approximate Fitness Functions},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
{(GECCO} '00), Las Vegas, Nevada, USA, July 8-12, 2000},
pages = {786--793},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Wed, 02 Feb 2005 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/JinOS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/JinS99,
author = {Yaochu Jin and
Werner von Seelen},
title = {Evaluating flexible fuzzy controllers via evolution strategies},
journal = {Fuzzy Sets Syst.},
volume = {108},
number = {3},
pages = {243--252},
year = {1999},
url = {https://doi.org/10.1016/S0165-0114(97)00334-5},
doi = {10.1016/S0165-0114(97)00334-5},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/JinS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/JinS99,
author = {Yaochu Jin and
Bernhard Sendhoff},
title = {Knowledge Incorporation into Neural Networks From Fuzzy Rules},
journal = {Neural Process. Lett.},
volume = {10},
number = {3},
pages = {231--242},
year = {1999},
url = {https://doi.org/10.1023/A:1018784510310},
doi = {10.1023/A:1018784510310},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/JinS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/JinSS99,
author = {Yaochu Jin and
Werner von Seelen and
Bernhard Sendhoff},
title = {On generating FC\({}^{\mbox{3}}\) fuzzy rule systems from data using
evolution strategies},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {29},
number = {6},
pages = {829--845},
year = {1999},
url = {https://doi.org/10.1109/3477.809036},
doi = {10.1109/3477.809036},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/JinSS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/Jin98,
author = {Yaochu Jin},
title = {Decentralized adaptive fuzzy control of robot manipulators},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {28},
number = {1},
pages = {47--57},
year = {1998},
url = {https://doi.org/10.1109/3477.658577},
doi = {10.1109/3477.658577},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/Jin98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/JinJZ95,
author = {Yaochu Jin and
Jingping Jiang and
Jing Zhu},
title = {Neural network based fuzzy identification and its application to modeling
and control of complex systems},
journal = {{IEEE} Trans. Syst. Man Cybern.},
volume = {25},
number = {6},
pages = {990--997},
year = {1995},
url = {https://doi.org/10.1109/21.384264},
doi = {10.1109/21.384264},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/JinJZ95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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