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ORCIDXin Yao 0001
Person information
- affiliation: Southern University of Science and Technology, Shenzhen Key Lab of Computational Intelligence, China
- affiliation: University of Birmingham, UK
- affiliation (PhD 1990): University of Science and Technology of China, Hefei, China
Other persons with the same name
- Xin Yao — disambiguation page
- Xin Yao 0002
![[0000-0001-7165-937X]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-7165-937X")
— Central South University, School of Computer Science and Engineering, Changsha, China (and 1 more) - Xin Yao 0003 — Tsinghua University, Beijing, China
- Xin Yao 0004 (aka: Eva Yao) — University of Colardo, Boulder, CO, USA (and 1 more)
- Xin Yao 0005 — Commanding Communications Academy, Wuhan, China
- Xin Yao 0006 — Peking University, Institute of Remote Sensing and Geographical Information Systems, Beijing, China
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2020 – today
- 2025
[j399]Malgorzata Zajecka, Mateusz Mastalerczyk, Siang Yew Chong, Xin Yao, Joanna Kwiecien, Wojciech Chmiel, Jacek Dajda, Marek Kisiel-Dorohinicki, Aleksander Byrski:
Portfolio Optimization with Translation of Representation for Transport Problems. J. Artif. Intell. Soft Comput. Res. 15(1): 57-75 (2025)- [j398]Yunce Zhao, Wei Huang, Wei Liu, Xin Yao:
Negatively correlated ensemble against transfer adversarial attacks. Pattern Recognit. 161: 111155 (2025) - [j397]Gan Ruan, Leandro L. Minku, Zhao Xu, Xin Yao:
Evolutionary Optimization for Proactive and Dynamic Computing Resource Allocation in Open Radio Access Network. IEEE Trans. Emerg. Top. Comput. Intell. 9(1): 1001-1018 (2025) - [i103]Ziming Wang, Changwu Huang, Ke Tang, Xin Yao:
Procedural Fairness and Its Relationship with Distributive Fairness in Machine Learning. CoRR abs/2501.06753 (2025) - 2024
- [j396]Bo Yuan, Shenhao Gui, Qingquan Zhang, Ziqi Wang, Junyi Wen, Bifei Mao, Jialin Liu, Xin Yao:
FairerML: An Extensible Platform for Analysing, Visualising, and Mitigating Biases in Machine Learning [Application Notes]. IEEE Comput. Intell. Mag. 19(2): 129-141 (2024) - [j395]Cong Teng, Liyan Song, Xin Yao:
Online cross-project approach with project-level similarity for just-in-time software defect prediction. Empir. Softw. Eng. 29(6): 158 (2024) - [j394]Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao:
Generative Adversarial Ranking Nets. J. Mach. Learn. Res. 25: 119:1-119:35 (2024) - [j393]Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao:
Sanitized clustering against confounding bias. Mach. Learn. 113(6): 3711-3730 (2024) - [j392]Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao:
PROUD: PaRetO-gUided diffusion model for multi-objective generation. Mach. Learn. 113(9): 6511-6538 (2024) - [j391]Daniel Herring, Michael Kirley, Xin Yao:
A comparative study of evolutionary approaches to the bi-objective dynamic Travelling Thief Problem. Swarm Evol. Comput. 84: 101433 (2024) - [j390]Bingdong Li, Yanting Yang, Dacheng Liu, Yan Zhang, Aimin Zhou, Xin Yao:
Accelerating surrogate assisted evolutionary algorithms for expensive multi-objective optimization via explainable machine learning. Swarm Evol. Comput. 88: 101610 (2024) - [j389]Ziming Wang, Changwu Huang, Xin Yao:
A Roadmap of Explainable Artificial Intelligence: Explain to Whom, When, What and How? ACM Trans. Auton. Adapt. Syst. 19(4): 20:1-20:40 (2024) - [j388]Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao:
Gridless Evolutionary Approach for Line Spectral Estimation With Unknown Model Order. IEEE Trans. Cybern. 54(2): 935-947 (2024) - [j387]Xunzhao Yu, Yan Wang, Ling Zhu, Dimitar P. Filev, Xin Yao:
Engine Calibration With Surrogate-Assisted Bilevel Evolutionary Algorithm. IEEE Trans. Cybern. 54(6): 3832-3845 (2024) - [j386]Wenbin Pei, Bing Xue, Mengjie Zhang, Lin Shang, Xin Yao, Qiang Zhang:
A Survey on Unbalanced Classification: How Can Evolutionary Computation Help? IEEE Trans. Evol. Comput. 28(2): 353-373 (2024) - [j385]Miqing Li, Manuel López-Ibáñez, Xin Yao:
Multi-Objective Archiving. IEEE Trans. Evol. Comput. 28(3): 696-717 (2024) - [j384]Danial Yazdani, Mohammad Nabi Omidvar, Donya Yazdani, Jürgen Branke, Trung Thanh Nguyen, Amir H. Gandomi, Yaochu Jin, Xin Yao:
Robust Optimization Over Time: A Critical Review. IEEE Trans. Evol. Comput. 28(5): 1265-1285 (2024) - [j383]Ke Li, Renzhi Chen, Xin Yao:
A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments. IEEE Trans. Evol. Comput. 28(5): 1396-1411 (2024) - [j382]Ziming Wang, Changwu Huang, Yun Li, Xin Yao:
Multi-objective Feature Attribution Explanation For Explainable Machine Learning. ACM Trans. Evol. Learn. Optim. 4(1): 2:1-2:32 (2024) - [j381]Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Knowledge Transfer for Dynamic Multi-Objective Optimization With a Changing Number of Objectives. IEEE Trans. Emerg. Top. Comput. Intell. 8(6): 4210-4224 (2024) - [j380]Zhi Cao, Ye Shi, Yu-Cheng Chang, Xin Yao, Chin-Teng Lin:
Twin Fuzzy Networks With Interpolation Consistency Regularization for Weakly Supervised Anomaly Detection. IEEE Trans. Fuzzy Syst. 32(9): 5086-5097 (2024) - [j379]Shuxian Li, Liyan Song, Xiaoyu Wu, Zheng Hu, Yiu-ming Cheung, Xin Yao:
Multi-Class Imbalance Classification Based on Data Distribution and Adaptive Weights. IEEE Trans. Knowl. Data Eng. 36(10): 5265-5279 (2024) - [j378]Yinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao:
Differential-Critic GAN: Generating What You Want by a Cue of Preferences. IEEE Trans. Neural Networks Learn. Syst. 35(3): 3754-3768 (2024) - [j377]Xinming Shi, Leandro L. Minku, Xin Yao:
Evolving Memristive Reservoir. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13574-13588 (2024) - [j376]Guofu Zhang, Lei Li, Zhaopin Su, Feng Yue, Yang Chen, Miqing Li, Xin Yao:
On Estimating the Feasible Solution Space of Multi-objective Testing Resource Allocation. ACM Trans. Softw. Eng. Methodol. 33(6): 145 (2024) - [c373]Jiashi Gao, Ziwei Wang, Xiangyu Zhao, Xin Yao, Xuetao Wei:
Surviving in Diverse Biases: Unbiased Dataset Acquisition in Online Data Market for Fair Model Training. AIES (1) 2024: 451-462 - [c372]Shuaixiang Zhang, Yixuan Yang, Hao Tong, Xin Yao:
Learning-Based Problem Reduction for Large-Scale Uncapacitated Facility Location Problems. CEC 2024: 1-8 - [c371]Jiashi Gao, Xin Yao, Xuetao Wei:
Anti-Matthew FL: Bridging the Performance Gap in Federated Learning to Counteract the Matthew Effect. ECAI 2024: 1967-1974 - [c370]Chengpeng Hu, Jialin Liu, Xin Yao:
Evolutionary Reinforcement Learning via Cooperative Coevolution. ECAI 2024: 3300-3307 - [c369]Ziming Wang, Changwu Huang, Xin Yao:
Feature Attribution Explanation Based on Multi-Objective Evolutionary Learning. GECCO Companion 2024: 61-62 - [c368]Danial Yazdani, Juergen Branke, Mohammad Sadegh Khorshidi, Mohammad Nabi Omidvar, Xiaodong Li, Amir H. Gandomi, Xin Yao:
Clustering in Dynamic Environments: A Framework for Benchmark Dataset Generation With Heterogeneous Changes. GECCO 2024 - [c367]Han Zhang, Qing Li, Xin Yao:
An Adaptive Interactive Routing-Packing Strategy for Split Delivery Vehicle Routing Problem with 3D Loading Constraints. GECCO 2024 - [c366]Han Zhang, Qing Li, Xin Yao:
PEACH: A Multi-Objective Evolutionary Algorithm for Complex Vehicle Routing with Three-Dimensional Loading Constraints. GECCO Companion 2024: 231-234 - [c365]Danial Yazdani, Xin Yao:
A Deep Dive into Robust Optimization Over Time: Problems, Algorithms, and Beyond. GECCO Companion 2024: 1187-1196 - [c364]Ziqi Wang, Chengpeng Hu, Jialin Liu, Xin Yao:
Negatively Correlated Ensemble Reinforcement Learning for Online Diverse Game Level Generation. ICLR 2024 - [c363]Lidan Tan, Changwu Huang, Xin Yao:
A Concept-Based Local Interpretable Model-Agnostic Explanation Approach for Deep Neural Networks in Image Classification. Intelligent Information Processing (2) 2024: 119-133 - [c362]Giuseppe Serra, Peter Tino, Zhao Xu, Xin Yao:
An Interpretable Alternative to Neural Representation Learning for Rating Prediction - Transparent Latent Class Modeling of User Reviews. IJCNN 2024: 1-8 - [c361]Jiashi Gao, Ziwei Wang, Xiangyu Zhao, Xin Yao, Xuetao Wei:
Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic Behaviors. NeurIPS 2024 - [c360]Junlei Zhou, Jiashi Gao, Xiangyu Zhao, Xin Yao, Xuetao Wei:
Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation. NeurIPS 2024 - [c359]Ziyi Zhou, Xinwei Guo, Jiashi Gao, Xiangyu Zhao, Shiyao Zhang, Xin Yao, Xuetao Wei:
Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models. NeurIPS 2024 - [c358]Han Zhang, Qing Li, Xin Yao:
Knowledge-Guided Optimization for Complex Vehicle Routing with 3D Loading Constraints. PPSN (1) 2024: 133-148 - [c357]Mingfeng Li, Weijie Zheng, Wen Xie, Ao Sun, Xin Yao:
When Does the Time-Linkage Property Help Optimization by Evolutionary Algorithms? PPSN (3) 2024: 280-294 - [c356]Xinming Shi, Leandro L. Minku, Xin Yao:
Tree-Based Genetic Programming for Evolutionary Analog Circuit with Approximate Shapley Value. SGAI Conf. (1) 2024: 253-267 - [i102]Danial Yazdani, Jürgen Branke, Mohammad Sadegh Khorshidi, Mohammad Nabi Omidvar, Xiaodong Li, Amir H. Gandomi, Xin Yao:
Clustering in Dynamic Environments: A Framework for Benchmark Dataset Generation With Heterogeneous Changes. CoRR abs/2402.15731 (2024) - [i101]Ziming Wang, Changwu Huang, Xin Yao:
Procedural Fairness in Machine Learning. CoRR abs/2404.01877 (2024) - [i100]Chengpeng Hu, Jialin Liu, Xin Yao:
Evolutionary Reinforcement Learning via Cooperative Coevolution. CoRR abs/2404.14763 (2024) - [i99]Shengcai Liu, Zhiyuan Wang, Yew-Soon Ong, Xin Yao, Ke Tang:
Learning Mixture-of-Experts for General-Purpose Black-Box Discrete Optimization. CoRR abs/2405.18884 (2024) - [i98]Giuseppe Serra, Peter Tino, Zhao Xu, Xin Yao:
An Interpretable Alternative to Neural Representation Learning for Rating Prediction - Transparent Latent Class Modeling of User Reviews. CoRR abs/2407.00063 (2024) - [i97]Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao:
PROUD: PaRetO-gUided Diffusion Model for Multi-objective Generation. CoRR abs/2407.04493 (2024) - [i96]Javier Poyatos, Javier Del Ser, Salvador García, Hisao Ishibuchi, Daniel Molina, Isaac Triguero, Bing Xue, Xin Yao, Francisco Herrera:
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects. CoRR abs/2407.08745 (2024) - [i95]Jiashi Gao, Ziwei Wang, Xiangyu Zhao, Xin Yao, Xuetao Wei:
PFAttack: Stealthy Attack Bypassing Group Fairness in Federated Learning. CoRR abs/2410.06509 (2024) - [i94]Chuan He, Yongchao Liu, Qiang Li, Weiqiang Wang, Xin Fu, Xinyi Fu, Chuntao Hong, Xin Yao:
Multi-Grained Preference Enhanced Transformer for Multi-Behavior Sequential Recommendation. CoRR abs/2411.12179 (2024) - 2023
- [j375]Shengcai Liu, Yu Zhang, Ke Tang, Xin Yao:
How Good is Neural Combinatorial Optimization? A Systematic Evaluation on the Traveling Salesman Problem. IEEE Comput. Intell. Mag. 18(3): 14-28 (2023) - [j374]Ming Yang, Jie Gao, Aimin Zhou, Changhe Li, Xin Yao:
Contribution-Based Cooperative Co-Evolution With Adaptive Population Diversity for Large-Scale Global Optimization [Research Frontier]. IEEE Comput. Intell. Mag. 18(3): 56-68 (2023) - [j373]Shouyong Jiang, Juan Zou, Shengxiang Yang, Xin Yao:
Evolutionary Dynamic Multi-objective Optimisation: A Survey. ACM Comput. Surv. 55(4): 76:1-76:47 (2023) - [j372]Liyan Song, Leandro L. Minku, Xin Yao:
On the validity of retrospective predictive performance evaluation procedures in just-in-time software defect prediction. Empir. Softw. Eng. 28(5): 124 (2023) - [j371]Kangshun Li, Ziming Wang, Xin Yao, Jiahao Liu, Hongming Fang, Yishu Lei:
Recidivism early warning model based on rough sets and the improved K-prototype clustering algorithm and a back propagation neural network. J. Ambient Intell. Humaniz. Comput. 14(2): 839-851 (2023) - [j370]Qingquan Zhang, Jialin Liu, Xin Yao:
An efficient many objective optimization algorithm with few parameters. Swarm Evol. Comput. 83: 101405 (2023) - [j369]Changwu Huang, Zeqi Zhang, Bifei Mao, Xin Yao:
An Overview of Artificial Intelligence Ethics. IEEE Trans. Artif. Intell. 4(4): 799-819 (2023) - [j368]Chengpeng Hu, Ziqi Wang, Tianye Shu, Hao Tong, Julian Togelius, Xin Yao, Jialin Liu:
Reinforcement Learning With Dual-Observation for General Video Game Playing. IEEE Trans. Games 15(2): 202-216 (2023) - [j367]Zhaopin Su, Mengke Li, Guofu Zhang, Qinfang Wu, Miqing Li, Weiming Zhang, Xin Yao:
Robust Audio Copy-Move Forgery Detection Using Constant Q Spectral Sketches and GA-SVM. IEEE Trans. Dependable Secur. Comput. 20(5): 4016-4031 (2023) - [j366]Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang, Xin Yao:
Knowledge Transfer Genetic Programming With Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem. IEEE Trans. Evol. Comput. 27(2): 311-325 (2023) - [j365]Danial Yazdani, Donya Yazdani, Jürgen Branke, Mohammad Nabi Omidvar, Amir Hossein Gandomi, Xin Yao:
Robust Optimization Over Time by Estimating Robustness of Promising Regions. IEEE Trans. Evol. Comput. 27(3): 657-670 (2023) - [j364]Ke Li, Guiyu Lai, Xin Yao:
Interactive Evolutionary Multiobjective Optimization via Learning to Rank. IEEE Trans. Evol. Comput. 27(4): 749-763 (2023) - [j363]Qingquan Zhang, Jialin Liu, Zeqi Zhang, Junyi Wen, Bifei Mao, Xin Yao:
Mitigating Unfairness via Evolutionary Multiobjective Ensemble Learning. IEEE Trans. Evol. Comput. 27(4): 848-862 (2023) - [j362]Tuo Zhang, Handing Wang, Bo Yuan, Yaochu Jin, Xin Yao:
Surrogate-Assisted Evolutionary Q-Learning for Black-Box Dynamic Time-Linkage Optimization Problems. IEEE Trans. Evol. Comput. 27(5): 1162-1176 (2023) - [j361]Delaram Yazdani, Danial Yazdani, Donya Yazdani, Mohammad Nabi Omidvar, Amir H. Gandomi, Xin Yao:
A Species-based Particle Swarm Optimization with Adaptive Population Size and Deactivation of Species for Dynamic Optimization Problems. ACM Trans. Evol. Learn. Optim. 3(4): 14:1-14:25 (2023) - [j360]Shuyi Zhang, Peter Tino, Xin Yao:
Hierarchical Reduced-Space Drift Detection Framework for Multivariate Supervised Data Streams. IEEE Trans. Knowl. Data Eng. 35(3): 2628-2640 (2023) - [j359]Jie Lu, João Gama, Xin Yao, Leandro L. Minku:
Guest Editorial: Special Issue on Stream Learning. IEEE Trans. Neural Networks Learn. Syst. 34(10): 6683-6685 (2023) - [j358]Zilu Wang, Xinming Shi, Xin Yao:
A Brain-Inspired Hardware Architecture for Evolutionary Algorithms Based on Memristive Arrays. ACM Trans. Design Autom. Electr. Syst. 28(5): 82:1-82:32 (2023) - [j357]Guofu Zhang, Lei Li, Zhaopin Su, Zhisheng Shao, Miqing Li, Bin Li, Xin Yao:
New Reliability-Driven Bounds for Architecture-Based Multi-Objective Testing Resource Allocation. IEEE Trans. Software Eng. 49(4): 2513-2529 (2023) - [c355]Shuxian Li, Liyan Song, Yiu-ming Cheung, Xin Yao:
BEDCOE: Borderline Enhanced Disjunct Cluster Based Oversampling Ensemble for Online Multi-Class Imbalance Learning. ECAI 2023: 1414-1421 - [c354]Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
A Novel Generalized Metaheuristic Framework for Dynamic Capacitated Arc Routing Problems. GECCO Companion 2023: 45-46 - [c353]Shuaixiang Zhang, Hao Tong, Jialin Liu, Xin Yao:
Generate Competitive Solutions for Uncapacitated Facility Location Problem by Learning from Small Instances. GECCO Companion 2023: 255-258 - [c352]Jiyuan Pei, Hao Tong, Jialin Liu, Yi Mei, Xin Yao:
Local Optima Correlation Assisted Adaptive Operator Selection. GECCO 2023: 339-347 - [c351]Daniel Herring, Michael Kirley, Xin Yao:
An Iterative Machine Learning Approach to Informative Performance Reporting in Dynamic Multi-Objective Optimization. GECCO Companion 2023: 367-370 - [c350]Xinming Shi, Zilu Wang, Leandro L. Minku, Xin Yao:
Explaining Memristive Reservoir Computing Through Evolving Feature Attribution. GECCO Companion 2023: 683-686 - [c349]Zhi Yang, Ziming Wang, Changwu Huang, Xin Yao:
An Explainable Feature Selection Approach for Fair Machine Learning. ICANN (8) 2023: 75-86 - [c348]Chengpeng Hu, Jiyuan Pei, Jialin Liu, Xin Yao:
Evolving Constrained Reinforcement Learning Policy. IJCNN 2023: 1-8 - [c347]Chengpeng Hu, Ziming Wang, Jialin Liu, Junyi Wen, Bifei Mao, Xin Yao:
Constrained Reinforcement Learning for Dynamic Material Handling. IJCNN 2023: 1-9 - [c346]Ziming Wang, Changwu Huang, Xin Yao:
Feature Attribution Explanation to Detect Harmful Dataset Shift. IJCNN 2023: 1-8 - [c345]Yunce Zhao, Dashan Gao, Yinghua Yao, Zeqi Zhang, Bifei Mao, Xin Yao:
Robust Deep Learning Models against Semantic-Preserving Adversarial Attack. IJCNN 2023: 1-8 - [c344]Shuxian Li, Liyan Song, Xiaoyu Wu, Zheng Hu, Yiu-ming Cheung, Xin Yao:
ARConvL: Adaptive Region-Based Convolutional Learning for Multi-class Imbalance Classification. ECML/PKDD (2) 2023: 103-120 - [c343]Liyan Song, Leandro L. Minku, Cong Teng, Xin Yao:
A Practical Human Labeling Method for Online Just-in-Time Software Defect Prediction. ESEC/SIGSOFT FSE 2023: 605-617 - [c342]Shun Lu, Cheng Chen, Kunlong Zhang, Yang Zheng, Zheng Hu, Wenjing Hong, Guiying Li, Xin Yao:
Noise-Tolerant Hardware-Aware Pruning for Deep Neural Networks. ICSI (2) 2023: 127-138 - [d3]Liyan Song, Leandro L. Minku, Cong Teng, Xin Yao:
HumLa-fse2023. Zenodo, 2023
- [i93]Miqing Li, Manuel López-Ibáñez, Xin Yao:
Multi-Objective Archiving. CoRR abs/2303.09685 (2023) - [i92]Dashan Gao, Yunce Zhao, Yinghua Yao, Zeqi Zhang, Bifei Mao, Xin Yao:
Robust Deep Learning Models Against Semantic-Preserving Adversarial Attack. CoRR abs/2304.03955 (2023) - [i91]Xunzhao Yu, Yan Wang, Ling Zhu, Dimitar P. Filev, Xin Yao:
Experience-Based Evolutionary Algorithms for Expensive Optimization. CoRR abs/2304.04166 (2023) - [i90]Chengpeng Hu, Jiyuan Pei, Jialin Liu, Xin Yao:
Evolving Constrained Reinforcement Learning Policy. CoRR abs/2304.09869 (2023) - [i89]Jiyuan Pei, Hao Tong, Jialin Liu, Yi Mei, Xin Yao:
Local Optima Correlation Assisted Adaptive Operator Selection. CoRR abs/2305.02805 (2023) - [i88]Weijie Zheng, Xin Yao:
Theoretical Analyses of Evolutionary Algorithms on Time-Linkage OneMax with General Weights. CoRR abs/2305.07098 (2023) - [i87]Chengpeng Hu, Ziming Wang, Jialin Liu, Junyi Wen, Bifei Mao, Xin Yao:
Constrained Reinforcement Learning for Dynamic Material Handling. CoRR abs/2305.13824 (2023) - [i86]Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Knowledge Transfer for Dynamic Multi-objective Optimization with a Changing Number of Objectives. CoRR abs/2306.10668 (2023) - [i85]Mai Peng, Zeneng She, Delaram Yazdani, Danial Yazdani, Wenjian Luo, Changhe Li, Jürgen Branke, Trung Thanh Nguyen, Amir H. Gandomi, Yaochu Jin, Xin Yao:
Evolutionary Dynamic Optimization Laboratory: A MATLAB Optimization Platform for Education and Experimentation in Dynamic Environments. CoRR abs/2308.12644 (2023) - [i84]Jiashi Gao, Changwu Huang, Ming Tang, Shin Hwei Tan, Xin Yao, Xuetao Wei:
EFFL: Egalitarian Fairness in Federated Learning for Mitigating Matthew Effect. CoRR abs/2309.16338 (2023) - [i83]Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao:
Sanitized Clustering against Confounding Bias. CoRR abs/2311.01252 (2023) - [i82]Jun He, Siang Yew Chong, Xin Yao:
Fast Estimations of Hitting Time of Elitist Evolutionary Algorithms from Fitness Levels. CoRR abs/2311.10502 (2023) - 2022
- [j356]Changwu Huang, Hao Bai, Xin Yao:
Online algorithm configuration for differential evolution algorithm. Appl. Intell. 52(8): 9193-9211 (2022) - [j355]Bai Yan, Qi Zhao, Mengke Li, Jin Zhang, J. Andrew Zhang, Xin Yao:
Fitness landscape analysis and niching genetic approach for hybrid beamforming in RIS-aided communications. Appl. Soft Comput. 131: 109725 (2022) - [j354]Xinming Shi, Leandro L. Minku, Xin Yao:
A novel tree-based representation for evolving analog circuits and its application to memristor-based pulse generation circuit. Genet. Program. Evolvable Mach. 23(4): 453-493 (2022) - [j353]Wenjian Luo, Luming Shi, Xin Lin, Jiajia Zhang, Miqing Li, Xin Yao:
Finding top-K solutions for the decision-maker in multiobjective optimization. Inf. Sci. 613: 204-227 (2022) - [j352]Danny Weyns, Thomas Bäck, René Vidal, Xin Yao, Ahmed Nabil Belbachir:
The vision of self-evolving computing systems. J. Integr. Des. Process. Sci. 26(3-4): 351-367 (2022) - [j351]Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao:
Adaptive multiobjective evolutionary algorithm for large-scale transformer ratio error estimation. Memetic Comput. 14(2): 237-251 (2022) - [j350]Xinming Shi, Leandro L. Minku, Xin Yao:
Adaptive Memory-Enhanced Time Delay Reservoir and its Memristive Implementation. IEEE Trans. Computers 71(11): 2766-2777 (2022) - [j349]Shengcai Liu, Ke Tang, Xin Yao:
Generative Adversarial Construction of Parallel Portfolios. IEEE Trans. Cybern. 52(2): 784-795 (2022) - [j348]Shaolong Shi, Yifan Chen, Xin Yao:
NGA-Inspired Nanorobots-Assisted Detection of Multifocal Cancer. IEEE Trans. Cybern. 52(5): 2787-2797 (2022) - [j347]Danial Yazdani, Mohammad Nabi Omidvar, Ran Cheng, Jürgen Branke, Trung Thanh Nguyen, Xin Yao:
Benchmarking Continuous Dynamic Optimization: Survey and Generalized Test Suite. IEEE Trans. Cybern. 52(5): 3380-3393 (2022) - [j346]Shaolong Shi, Yifan Chen, Xin Yao:
In Vivo Computing Strategies for Tumor Sensitization and Targeting. IEEE Trans. Cybern. 52(6): 4970-4980 (2022) - [j345]Shaolong Shi, Neda Sharifi, Yifan Chen, Xin Yao:
Tension-Relaxation In Vivo Computing Principle for Tumor Sensitization and Targeting. IEEE Trans. Cybern. 52(9): 9145-9156 (2022) - [j344]Shaolin Wang, Yi Mei, Mengjie Zhang, Xin Yao:
Genetic Programming With Niching for Uncertain Capacitated Arc Routing Problem. IEEE Trans. Evol. Comput. 26(1): 73-87 (2022) - [j343]Xiaofen Lu, Ke Tang, Stefan Menzel, Xin Yao:
Dynamic Optimization in Fast-Changing Environments via Offline Evolutionary Search. IEEE Trans. Evol. Comput. 26(3): 431-445 (2022) - [j342]Wenxing Lan, Ziyuan Ye, Peijun Ruan, Jialin Liu, Peng Yang, Xin Yao:
Region-Focused Memetic Algorithms With Smart Initialization for Real-World Large-Scale Waste Collection Problems. IEEE Trans. Evol. Comput. 26(4): 704-718 (2022) - [j341]Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao:
A Review of Population-Based Metaheuristics for Large-Scale Black-Box Global Optimization - Part I. IEEE Trans. Evol. Comput. 26(5): 802-822 (2022) - [j340]Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao:
A Review of Population-Based Metaheuristics for Large-Scale Black-Box Global Optimization - Part II. IEEE Trans. Evol. Comput. 26(5): 823-843 (2022) - [j339]Ke Li, Haifeng Nie, Huiru Gao, Xin Yao:
Posterior Decision Making Based on Decomposition-Driven Knee Point Identification. IEEE Trans. Evol. Comput. 26(6): 1409-1423 (2022) - [j338]Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
A Novel Generalized Metaheuristic Framework for Dynamic Capacitated Arc Routing Problems. IEEE Trans. Evol. Comput. 26(6): 1486-1500 (2022) - [j337]Miqing Li, Tao Chen, Xin Yao:
How to Evaluate Solutions in Pareto-Based Search-Based Software Engineering: A Critical Review and Methodological Guidance. IEEE Trans. Software Eng. 48(5): 1771-1799 (2022) - [c341]Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Benchmarking Dynamic Capacitated Arc Routing Algorithms Using Real-World Traffic Simulation. CEC 2022: 1-8 - [c340]Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
What makes the dynamic capacitated Arc routing problem hard to solve: insights from fitness landscape analysis. GECCO 2022: 305-313 - [c339]Daniel Herring, Michael Kirley, Xin Yao:
Reproducibility and baseline reporting for dynamic multi-objective benchmark problems. GECCO 2022: 529-537 - [c338]Xinming Shi, Jiashi Gao, Leandro L. Minku, Xin Yao:
Evolving parsimonious circuits through shapley value-based genetic programming. GECCO Companion 2022: 602-605 - [c337]Danial Yazdani, Xin Yao:
Evolutionary continuous dynamic optimization. GECCO Companion 2022: 1230-1242 - [c336]Chao Pan, Bo Yuan, Wei Zhou, Xin Yao:
Towards Robust Uncertainty Estimation in the Presence of Noisy Labels. ICANN (1) 2022: 673-684 - [c335]Bowen Li, Xin Yao, Chao Li, Youneng Bao, Fanyang Meng, Yongsheng Liang:
AdderIC: Towards Low Computation Cost Image Compression. ICASSP 2022: 2030-2034 - [c334]Stephen Friess, Peter Tino, Stefan Menzel, Zhao Xu, Bernhard Sendhoff, Xin Yao:
Spatio-Temporal Activity Recognition for Evolutionary Search Behavior Prediction. IJCNN 2022: 1-8 - [c333]Changwu Huang, Zeqi Zhang, Bifei Mao, Xin Yao:
Preventing Undesirable Behaviors of Neural Networks via Evolutionary Constrained Learning. IJCNN 2022: 1-7 - [c332]Sneha Saha, Leandro L. Minku, Xin Yao, Bernhard Sendhoff, Stefan Menzel:
Split-AE: An Autoencoder-based Disentanglement Framework for 3D Shape-to-shape Feature Transfer. IJCNN 2022: 1-9 - [c331]Liyan Song, Shuxian Li, Leandro L. Minku, Xin Yao:
A Novel Data Stream Learning Approach to Tackle One-Sided Label Noise From Verification Latency. IJCNN 2022: 1-8 - [c330]Xin Yao, Jiangong Chen, Ting He, Jing Yang, Bin Li:
A Scalable Mixed Reality Platform for Remote Collaborative LEGO Design. INFOCOM Workshops 2022: 1-2 - [c329]Jiyuan Pei, Yi Mei, Jialin Liu, Xin Yao:
An Investigation of Adaptive Operator Selection in Solving Complex Vehicle Routing Problem. PRICAI (1) 2022: 562-573 - [c328]Ge Guo, Wenjing Hong, Chaoyong Zhou, Xin Yao:
Indicator-Aware Talking Face Generation Based on Evolutionary Multi-objective Optimization. SSCI 2022: 619-625 - [i81]Gan Ruan, Leandro L. Minku, Zhao Xu, Xin Yao:
Evolutionary Optimization for Proactive and Dynamic Computing Resource Allocation in Open Radio Access Network. CoRR abs/2201.04361 (2022) - [i80]Ziming Wang, Xin Yao:
An Efficient Multi-Indicator and Many-Objective Optimization Algorithm based on Two-Archive. CoRR abs/2201.05435 (2022) - [i79]Ke Li, Guiyu Lai, Xin Yao:
Interactive Evolutionary Multi-Objective Optimization via Learning-to-Rank. CoRR abs/2204.02604 (2022) - [i78]Daniel Herring, Michael Kirley, Xin Yao:
Reproducibility and Baseline Reporting for Dynamic Multi-objective Benchmark Problems. CoRR abs/2204.04140 (2022) - [i77]Danny Weyns, Thomas Bäck, René Vidal, Xin Yao, Ahmed Nabil Belbachir:
The Vision of Self-Evolving Computing Systems. CoRR abs/2204.06825 (2022) - [i76]Bowen Li, Xin Yao, Youneng Bao, Fanyang Meng, Yongsheng Liang, Wen Tan:
Universal Learned Image Compression With Low Computational Cost. CoRR abs/2206.11599 (2022) - [i75]Shengcai Liu, Yu Zhang, Ke Tang, Xin Yao:
How Good Is Neural Combinatorial Optimization? CoRR abs/2209.10913 (2022) - [i74]Qingquan Zhang, Jialin Liu, Zeqi Zhang, Junyi Wen, Bifei Mao, Xin Yao:
Mitigating Unfairness via Evolutionary Multi-objective Ensemble Learning. CoRR abs/2210.16754 (2022) - [i73]Ke Li, Renzhi Chen, Xin Yao:
A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments. CoRR abs/2211.02879 (2022) - 2021
- [j336]Chao Qian, Chao Bian, Yang Yu, Ke Tang, Xin Yao:
Analysis of Noisy Evolutionary Optimization When Sampling Fails. Algorithmica 83(4): 940-975 (2021) - [j335]Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao:
Multiobjective bilevel evolutionary approach for off-grid direction-of-arrival estimation. Appl. Soft Comput. 113(Part): 107954 (2021) - [j334]Amir Hussain, Marios M. Polycarpou, Xin Yao:
Conference Report on 2020 IEEE World Congress on Computational Intelligence (IEEE WCCI 2020) [Conference Reports]. IEEE Comput. Intell. Mag. 16(1): 15-98 (2021) - [j333]Jialin Liu, Ke Tang, Xin Yao:
Robust Optimization in Uncertain Capacitated Arc Routing Problems: Progresses and Perspectives [Review Article]. IEEE Comput. Intell. Mag. 16(1): 63-82 (2021) - [j332]Peng Yang, Qi Yang, Ke Tang, Xin Yao:
Parallel exploration via negatively correlated search. Frontiers Comput. Sci. 15(5): 155333 (2021) - [j331]Jie Yang, Yu-Kai Wang, Xin Yao, Chin-Teng Lin:
Adaptive Initialization Method for K-Means Algorithm. Frontiers Artif. Intell. 4: 740817 (2021) - [j330]Yaoyao He, Haiyan Li, Shuo Wang, Xin Yao:
Uncertainty analysis of wind power probability density forecasting based on cubic spline interpolation and support vector quantile regression. Neurocomputing 430: 121-137 (2021) - [j329]Youcong Ni, Xin Du, Peng Ye, Leandro L. Minku, Xin Yao, Mark Harman, Ruliang Xiao:
Multi-objective software performance optimisation at the architecture level using randomised search rules. Inf. Softw. Technol. 135: 106565 (2021) - [j328]Hao Tong, Changwu Huang, Leandro L. Minku, Xin Yao:
Surrogate models in evolutionary single-objective optimization: A new taxonomy and experimental study. Inf. Sci. 562: 414-437 (2021) - [j327]Ying Tan, Yuhui Shi, Xin Yao:
Preface. Nat. Comput. 20(1): 1-2 (2021) - [j326]Shaolong Shi, Yifan Chen, Xin Yao, Qiang Liu:
Exponential evolution mechanism for in vivo computation. Swarm Evol. Comput. 65: 100931 (2021) - [j325]Shengcai Liu, Ke Tang, Xin Yao:
Memetic search for vehicle routing with simultaneous pickup-delivery and time windows. Swarm Evol. Comput. 66: 100927 (2021) - [j324]Ming Yang, Aimin Zhou, Changhe Li, Xin Yao:
An Efficient Recursive Differential Grouping for Large-Scale Continuous Problems. IEEE Trans. Evol. Comput. 25(1): 159-171 (2021) - [j323]Zhaopin Su, Guofu Zhang, Feng Yue, Dezhi Zhan, Miqing Li, Bin Li, Xin Yao:
Enhanced Constraint Handling for Reliability-Constrained Multiobjective Testing Resource Allocation. IEEE Trans. Evol. Comput. 25(3): 537-551 (2021) - [j322]Ke Tang, Shengcai Liu, Peng Yang, Xin Yao:
Few-Shots Parallel Algorithm Portfolio Construction via Co-Evolution. IEEE Trans. Evol. Comput. 25(3): 595-607 (2021) - [j321]Danial Yazdani, Ran Cheng, Donya Yazdani, Jürgen Branke, Yaochu Jin, Xin Yao:
A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part A. IEEE Trans. Evol. Comput. 25(4): 609-629 (2021) - [j320]Danial Yazdani, Ran Cheng, Donya Yazdani, Jürgen Branke, Yaochu Jin, Xin Yao:
A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part B. IEEE Trans. Evol. Comput. 25(4): 630-650 (2021) - [j319]Weijie Zheng, Huanhuan Chen, Xin Yao:
Analysis of Evolutionary Algorithms on Fitness Function With Time-Linkage Property. IEEE Trans. Evol. Comput. 25(4): 696-709 (2021) - [j318]Bo Yuan, Xiaofen Lu, Ke Tang, Xin Yao:
Cooperative Coevolution-based Design Space Exploration for Multi-mode Dataflow Mapping. ACM Trans. Embed. Comput. Syst. 20(3): 21:1-21:25 (2021) - [j317]Ye Shi, Chin-Teng Lin, Yu-Cheng Chang, Weiping Ding, Yuhui Shi, Xin Yao:
Consensus Learning for Distributed Fuzzy Neural Network in Big Data Environment. IEEE Trans. Emerg. Top. Comput. Intell. 5(1): 29-41 (2021) - [j316]Yaqiang Yao, Huanhuan Chen, Xin Yao:
Discriminative Learning in the Model Space for Symbolic Sequence Classification. IEEE Trans. Emerg. Top. Comput. Intell. 5(2): 154-167 (2021) - [j315]Yang Li, Bingbing Jiang, Huanhuan Chen, Xin Yao:
Symbolic Sequence Classification in the Fractal Space. IEEE Trans. Emerg. Top. Comput. Intell. 5(2): 168-177 (2021) - [j314]Xingsi Xue, Junfeng Chen, Xin Yao:
Efficient User Involvement in Semiautomatic Ontology Matching. IEEE Trans. Emerg. Top. Comput. Intell. 5(2): 214-224 (2021) - [j313]Chen Jiang, Bo Yuan, Tsung-Yi Ho, Xin Yao:
Placement of Digital Microfluidic Biochips via a New Evolutionary Algorithm. ACM Trans. Design Autom. Electr. Syst. 26(6): 42:1-42:22 (2021) - [c327]Hao Bai, Changwu Huang, Xin Yao:
Adaptive Differential Evolution based on Exploration and Exploitation Control. CEC 2021: 41-48 - [c326]Sneha Saha, Leandro L. Minku, Xin Yao, Bernhard Sendhoff, Stefan Menzel:
Exploiting Linear Interpolation of Variational Autoencoders for Satisfying Preferences in Evolutionary Design Optimization. CEC 2021: 1767-1776 - [c325]Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao:
Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation. EMO 2021: 672-683 - [c324]Weijie Zheng, Huanhuan Chen, Xin Yao:
Analysis of evolutionary algorithms on fitness function with time-linkage property (hot-off-the-press track at GECCO 2021). GECCO Companion 2021: 47-48 - [c323]Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
A hybrid local search framework for the dynamic capacitated arc routing problem. GECCO Companion 2021: 139-140 - [c322]Weijie Zheng, Qiaozhi Zhang, Huanhuan Chen, Xin Yao:
When non-elitism meets time-linkage problems. GECCO 2021: 741-749 - [c321]Qingquan Zhang, Jialin Liu, Zeqi Zhang, Junyi Wen, Bifei Mao, Xin Yao:
Fairer Machine Learning Through Multi-objective Evolutionary Learning. ICANN (4) 2021: 111-123 - [c320]Zander Blasingame, Chen Liu, Xin Yao:
Feature Creation Towards the Detection of Non-control-Flow Hijacking Attacks. ICANN (1) 2021: 153-164 - [c319]Stephen Friess, Peter Tiño, Zhao Xu, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Artificial Neural Networks as Feature Extractors in Continuous Evolutionary Optimization. IJCNN 2021: 1-9 - [c318]Chao Pan, Xin Yao:
Neural Architecture Search Based on Evolutionary Algorithms with Fitness Approximation. IJCNN 2021: 1-8 - [c317]Giuseppe Serra, Zhao Xu, Mathias Niepert, Carolin Lawrence, Peter Tiño, Xin Yao:
Interpreting Node Embedding with Text-labeled Graphs. IJCNN 2021: 1-8 - [c316]Jinghui Li, Bifei Mao, Zhizhang Liang, Zeqi Zhang, Qiushi Lin, Xin Yao:
Trust and Trustworthiness: What They Are and How to Achieve Them. PerCom Workshops 2021: 711-717 - [c315]Shuyi Zhang, Chao Pan, Liyan Song, Xiaoyu Wu, Zheng Hu, Ke Pei, Peter Tino, Xin Yao:
Label-Assisted Memory Autoencoder for Unsupervised Out-of-Distribution Detection. ECML/PKDD (3) 2021: 795-810 - [c314]Stephen Friess, Peter Tino, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Predicting CMA-ES Operators as Inductive Biases for Shape Optimization Problems. SSCI 2021: 1-7 - [c313]Jiyuan Pei, Chengpeng Hu, Jialin Liu, Yi Mei, Xin Yao:
Bi-Objective Splitting Delivery VRP with Loading Constraints and Restricted Access. SSCI 2021: 1-9 - [c312]Sneha Saha, Thiago Rios, Leandro L. Minku, Bas van Stein, Patricia Wollstadt, Xin Yao, Thomas Bäck, Bernhard Sendhoff, Stefan Menzel:
Exploiting Generative Models for Performance Predictions of 3D Car Designs. SSCI 2021: 1-9 - [c311]Xinming Shi, Jiashi Gao, Leandro L. Minku, James J. Q. Yu, Xin Yao:
Second-order Time Delay Reservoir Computing for Nonlinear Time Series Problems. SSCI 2021: 1-8 - [i72]Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
A Novel Generalised Meta-Heuristic Framework for Dynamic Capacitated Arc Routing Problems. CoRR abs/2104.06585 (2021) - [i71]Yuan Pu, Shaochen Wang, Rui Yang, Xin Yao, Bin Li:
Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning. CoRR abs/2104.06655 (2021) - [i70]Weijie Zheng, Qiaozhi Zhang, Huanhuan Chen, Xin Yao:
When Non-Elitism Meets Time-Linkage Problems. CoRR abs/2104.06831 (2021) - [i69]Yuan Pu, Shaochen Wang, Xin Yao, Bin Li:
Context-Based Soft Actor Critic for Environments with Non-stationary Dynamics. CoRR abs/2105.03310 (2021) - [i68]Danial Yazdani, Jürgen Branke, Mohammad Nabi Omidvar, Changhe Li, Michalis Mavrovouniotis, Trung Thanh Nguyen, Shengxiang Yang, Xin Yao:
Generalized Moving Peaks Benchmark. CoRR abs/2106.06174 (2021) - [i67]Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao:
Multiobjective Bilevel Evolutionary Approach for Off-Grid Direction-of-Arrival Estimation. CoRR abs/2106.07318 (2021) - [i66]Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao:
Gridless Evolutionary Approach for Line Spectral Estimation with Unknown Model Order. CoRR abs/2106.07323 (2021) - [i65]Yinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao:
Differential-Critic GAN: Generating What You Want by a Cue of Preferences. CoRR abs/2107.06700 (2021) - [i64]Mohammad Nabi Omidvar, Danial Yazdani, Jürgen Branke, Xiaodong Li, Shengxiang Yang, Xin Yao:
Generating Large-scale Dynamic Optimization Problem Instances Using the Generalized Moving Peaks Benchmark. CoRR abs/2107.11019 (2021) - [i63]Danny Weyns, Thomas Bäck, René Vidal, Xin Yao, Ahmed Nabil Belbachir:
Lifelong Computing. CoRR abs/2108.08802 (2021) - [i62]Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao:
Hybrid Beamforming for RIS-Aided Communications: Fitness Landscape Analysis and Niching Genetic Algorithm. CoRR abs/2109.09054 (2021) - [i61]Yinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao:
TRIP: Refining Image-to-Image Translation via Rival Preferences. CoRR abs/2111.13411 (2021) - 2020
- [j312]Lu Liu, Yong Luo, Han Hu, Yonggang Wen, Dacheng Tao, Xin Yao:
xTML: A Unified Heterogeneous Transfer Metric Learning Framework for Multimedia Applications [Application Notes]. IEEE Comput. Intell. Mag. 15(2): 78-88 (2020) - [j311]Miqing Li, Xin Yao:
What Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decomposition-Based Evolutionary Multiobjective Optimisation. Evol. Comput. 28(2): 227-253 (2020) - [j310]Liangli Zhen, Miqing Li, Dezhong Peng, Xin Yao:
Objective reduction for visualising many-objective solution sets. Inf. Sci. 512: 278-294 (2020) - [j309]Liangli Zhen, Dezhong Peng, Wei Wang, Xin Yao:
Kernel truncated regression representation for robust subspace clustering. Inf. Sci. 524: 59-76 (2020) - [j308]Ying Tan, Yuhui Shi, Xin Yao:
Preface. Nat. Comput. 19(4): 643-645 (2020) - [j307]Nikil D. Dutt, Carlo S. Regazzoni, Bernhard Rinner, Xin Yao:
Self-Awareness for Autonomous Systems. Proc. IEEE 108(7): 971-975 (2020) - [j306]Tao Chen, Rami Bahsoon, Xin Yao:
Synergizing Domain Expertise With Self-Awareness in Software Systems: A Patternized Architecture Guideline. Proc. IEEE 108(7): 1094-1126 (2020) - [j305]Bo Yuan, Bin Li, Huanhuan Chen, Zhigang Zeng, Xin Yao:
Multi-objective redundancy hardening with optimal task mapping for independent tasks on multi-cores. Soft Comput. 24(2): 981-995 (2020) - [j304]Zhaopin Su, Guofu Zhang, Feng Yue, Jindong He, Miqing Li, Bin Li, Xin Yao:
Finding the Largest Successful Coalition under the Strict Goal Preferences of Agents. ACM Trans. Auton. Adapt. Syst. 14(4): 15:1-15:33 (2020) - [j303]Danial Yazdani, Mohammad Nabi Omidvar, Jürgen Branke, Trung Thanh Nguyen, Xin Yao:
Scaling Up Dynamic Optimization Problems: A Divide-and-Conquer Approach. IEEE Trans. Evol. Comput. 24(1): 1-15 (2020) - [j302]Bo Yuan, Huanhuan Chen, Xin Yao:
Toward Efficient Design Space Exploration for Fault-Tolerant Multiprocessor Systems. IEEE Trans. Evol. Comput. 24(1): 157-169 (2020) - [j301]Changwu Huang, Yuanxiang Li, Xin Yao:
A Survey of Automatic Parameter Tuning Methods for Metaheuristics. IEEE Trans. Evol. Comput. 24(2): 201-216 (2020) - [j300]Cheng He, Ran Cheng, Chuanji Zhang, Ye Tian, Qing Chen, Xin Yao:
Evolutionary Large-Scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers. IEEE Trans. Evol. Comput. 24(5): 868-881 (2020) - [j299]Ke Li, Minhui Liao, Kalyanmoy Deb, Geyong Min, Xin Yao:
Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multiobjective Optimization Using Reference Points. IEEE Trans. Evol. Comput. 24(6): 1078-1096 (2020) - [j298]Everlandio R. Q. Fernandes, André C. P. L. F. de Carvalho, Xin Yao:
Ensemble of Classifiers Based on Multiobjective Genetic Sampling for Imbalanced Data. IEEE Trans. Knowl. Data Eng. 32(6): 1104-1115 (2020) - [j297]Robert M. Hierons, Miqing Li, Xiaohui Liu, José Antonio Parejo, Sergio Segura, Xin Yao:
Many-Objective Test Suite Generation for Software Product Lines. ACM Trans. Softw. Eng. Methodol. 29(1): 2:1-2:46 (2020) - [j296]Guofu Zhang, Zhaopin Su, Miqing Li, Meibin Qi, Jianguo Jiang, Xin Yao:
A Task-Oriented Heuristic for Repairing Infeasible Solutions to Overlapping Coalition Structure Generation. IEEE Trans. Syst. Man Cybern. Syst. 50(3): 785-801 (2020) - [c310]Shengcai Liu, Ke Tang, Yunwen Lei, Xin Yao:
On Performance Estimation in Automatic Algorithm Configuration. AAAI 2020: 2384-2391 - [c309]Stephen Friess, Peter Tiño, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Representing Experience in Continuous Evolutionary optimisation through Problem-tailored Search Operators. CEC 2020: 1-7 - [c308]Changwu Huang, Yuanxiang Li, Xin Yao:
Online Parameter Tuned SAHiD Algorithm for Capacitated Arc Routing Problems. CEC 2020: 1-8 - [c307]Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Computational Study on Effectiveness of Knowledge Transfer in Dynamic Multi-objective Optimization. CEC 2020: 1-8 - [c306]Shaolong Shi, Yifan Chen, Zheng Gong, Xiaoyou Lin, Neda Sharifi, Xin Yao:
In Vivo Computation for Tumor Sensitization and Targeting at Different Tumor Growth Stages. CEC 2020: 1-6 - [c305]Tianye Shu, Ziqi Wang, Jialin Liu, Xin Yao:
A Novel CNet-assisted Evolutionary Level Repairer and Its Applications to Super Mario Bros. CEC 2020: 1-10 - [c304]Shaochen Wang, Yuan Pu, Shangtong Yang, Xin Yao, Bin Li:
Boltzmann Exploration for Deterministic Policy Optimization. ICONIP (2) 2020: 214-222 - [c303]Yuan Pu, Shaochen Wang, Xin Yao, Bin Li:
Latent Context Based Soft Actor-Critic. IJCNN 2020: 1-7 - [c302]Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Towards Novel Meta-heuristic Algorithms for Dynamic Capacitated Arc Routing Problems. PPSN (2) 2020: 428-440 - [c301]Han Zhang, Jialin Liu, Xin Yao:
A Hybrid Evolutionary Algorithm for Reliable Facility Location Problem. PPSN (2) 2020: 454-467 - [c300]Stephen Friess, Peter Tiño, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Improving Sampling in Evolution Strategies Through Mixture-Based Distributions Built from Past Problem Instances. PPSN (1) 2020: 583-596 - [c299]Daniel Herring, Michael Kirley, Xin Yao:
Responsive Multi-population Models for the Dynamic Travelling Thief Problem. SSCI 2020: 297-304 - [c298]Xiaofen Lu, Ke Tang, Stefan Menzel, Xin Yao:
A Competitive Co-evolutionary optimization Method for the Dynamic Vehicle Routing Problem. SSCI 2020: 305-312 - [c297]Sneha Saha, Stefan Menzel, Leandro L. Minku, Xin Yao, Bernhard Sendhoff, Patricia Wollstadt:
Quantifying The Generative Capabilities Of Variational Autoencoders For 3D Car Point Clouds. SSCI 2020: 1469-1477 - [c296]Chenhao Li, Jiyuan Pei, Qingquan Zhang, Jialin Liu, Xin Yao:
An Extendable Platform for Routing Problem: Optimisation, Evaluation and Solution Visualisation. SSCI 2020: 2391-2398 - [c295]Qingquan Zhang, Feng Wu, Yang Tao, Jiyuan Pei, Jialin Liu, Xin Yao:
D-MAENS2: A Self-adaptive D-MAENS Algorithm with Better Decision Diversity. SSCI 2020: 2754-2761 - [d2]Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
When and How to Transfer Knowledge in Dynamic Multi-objective Optimization. Zenodo, 2020 - [d1]Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Computational Study on Effectiveness of Knowledge Transfer in Dynamic Multi-objective Optimization. Zenodo, 2020 - [i60]Tao Chen, Rami Bahsoon, Xin Yao:
Synergizing Domain Expertise with Self-Awareness in Software Systems: A Patternized Architecture Guideline. CoRR abs/2001.07076 (2020) - [i59]Daniel Herring, Michael Kirley, Xin Yao:
Dynamic Multi-objective Optimization of the Travelling Thief Problem. CoRR abs/2002.02636 (2020) - [i58]Tao Chen, Miqing Li, Xin Yao:
How to Evaluate Solutions in Pareto-based Search-Based Software Engineering? A Critical Review and Methodological Guidance. CoRR abs/2002.09040 (2020) - [i57]Weijie Zheng, Huanhuan Chen, Xin Yao:
Analysis of Evolutionary Algorithms on Fitness Function with Time-linkage Property. CoRR abs/2004.12304 (2020) - [i56]Tianye Shu, Ziqi Wang, Jialin Liu, Xin Yao:
A Novel CNet-assisted Evolutionary Level Repairer and Its Applications to Super Mario Bros. CoRR abs/2005.06148 (2020) - [i55]Ke Li, Haifeng Nie, Huiru Gao, Xin Yao:
Knee Point Identification Based on Trade-Off Utility. CoRR abs/2005.11600 (2020) - [i54]Ke Tang, Shengcai Liu, Peng Yang, Xin Yao:
Few-shots Parameter Tuning via Co-evolution. CoRR abs/2007.00501 (2020) - [i53]Han Zhang, Jialin Liu, Xin Yao:
A Hybrid Evolutionary Algorithm for Reliable Facility Location Problem. CoRR abs/2007.04769 (2020) - [i52]Chengpeng Hu, Ziqi Wang, Tianye Shu, Yang Tao, Hao Tong, Julian Togelius, Xin Yao, Jialin Liu:
Robust Reinforcement Learning for General Video Game Playing. CoRR abs/2011.05622 (2020) - [i51]Shengcai Liu, Ke Tang, Xin Yao:
Memetic Search for Vehicle Routing with Simultaneous Pickup-Delivery and Time Windows. CoRR abs/2011.06331 (2020)
2010 – 2019
- 2019
- [j295]Peng Yang, Ke Tang, Xin Yao:
A Parallel Divide-and-Conquer-Based Evolutionary Algorithm for Large-Scale Optimization. IEEE Access 7: 163105-163118 (2019) - [j294]Chao Qian, Yang Yu, Ke Tang, Xin Yao, Zhi-Hua Zhou:
Maximizing submodular or monotone approximately submodular functions by multi-objective evolutionary algorithms. Artif. Intell. 275: 279-294 (2019) - [j293]Borhan Kazimipour, Mohammad Nabi Omidvar, A. Kai Qin, Xiaodong Li, Xin Yao:
Bandit-based cooperative coevolution for tackling contribution imbalance in large-scale optimization problems. Appl. Soft Comput. 76: 265-281 (2019) - [j292]Shuo Wang, Leandro L. Minku, Nitesh V. Chawla, Xin Yao:
Learning from data streams and class imbalance. Connect. Sci. 31(2): 103-104 (2019) - [j291]Miqing Li, Xin Yao:
Quality Evaluation of Solution Sets in Multiobjective Optimisation: A Survey. ACM Comput. Surv. 52(2): 26:1-26:38 (2019) - [j290]Siang Yew Chong, Peter Tiño, Jun He, Xin Yao:
A New Framework for Analysis of Coevolutionary Systems - Directed Graph Representation and Random Walks. Evol. Comput. 27(2): 195-228 (2019) - [j289]Shuo Wang, Leandro L. Minku, Nitesh V. Chawla, Xin Yao:
Learning in the presence of class imbalance and concept drift. Neurocomputing 343: 1-2 (2019) - [j288]Tao Chen, Miqing Li, Xin Yao:
Standing on the shoulders of giants: Seeding search-based multi-objective optimization with prior knowledge for software service composition. Inf. Softw. Technol. 114: 155-175 (2019) - [j287]Thi Tam Nguyen, Huynh Thi Thanh Binh, Dinh Anh Dung, Phan Ngoc Lan, Vinh Trong Le, Bo Yuan, Xin Yao:
A hybrid clustering and evolutionary approach for wireless underground sensor network lifetime maximization. Inf. Sci. 504: 372-393 (2019) - [j286]José Antonio Lozano, Ke Tang, Xin Yao:
Preface. Nat. Comput. 18(2): 285-286 (2019) - [j285]Zhichen Gong, Huanhuan Chen, Bo Yuan, Xin Yao:
Multiobjective Learning in the Model Space for Time Series Classification. IEEE Trans. Cybern. 49(3): 918-932 (2019) - [j284]Ke Li, Renzhi Chen, Guangtao Fu, Xin Yao:
Two-Archive Evolutionary Algorithm for Constrained Multiobjective Optimization. IEEE Trans. Evol. Comput. 23(2): 303-315 (2019) - [j283]Wenjing Hong, Ke Tang, Aimin Zhou, Hisao Ishibuchi, Xin Yao:
A Scalable Indicator-Based Evolutionary Algorithm for Large-Scale Multiobjective Optimization. IEEE Trans. Evol. Comput. 23(3): 525-537 (2019) - [j282]Ran Cheng, Mohammad Nabi Omidvar, Amir H. Gandomi, Bernhard Sendhoff, Stefan Menzel, Xin Yao:
Solving Incremental Optimization Problems via Cooperative Coevolution. IEEE Trans. Evol. Comput. 23(5): 762-775 (2019) - [j281]Chaoyue Wang, Chang Xu, Xin Yao, Dacheng Tao:
Evolutionary Generative Adversarial Networks. IEEE Trans. Evol. Comput. 23(6): 921-934 (2019) - [j280]Cheng He, Lianghao Li, Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin, Xin Yao:
Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation. IEEE Trans. Evol. Comput. 23(6): 949-961 (2019) - [j279]Ke Li, Renzhi Chen, Dragan A. Savic, Xin Yao:
Interactive Decomposition Multiobjective Optimization Via Progressively Learned Value Functions. IEEE Trans. Fuzzy Syst. 27(5): 849-860 (2019) - [j278]Muhammad Ali Nayeem, Md. Monirul Islam, Xin Yao:
Solving Transit Network Design Problem Using Many-Objective Evolutionary Approach. IEEE Trans. Intell. Transp. Syst. 20(10): 3952-3963 (2019) - [j277]Bingbing Jiang, Chang Li, Maarten de Rijke, Xin Yao, Huanhuan Chen:
Probabilistic Feature Selection and Classification Vector Machine. ACM Trans. Knowl. Discov. Data 13(2): 21:1-21:27 (2019) - [j276]Liyan Song, Leandro L. Minku, Xin Yao:
Software Effort Interval Prediction via Bayesian Inference and Synthetic Bootstrap Resampling. ACM Trans. Softw. Eng. Methodol. 28(1): 5:1-5:46 (2019) - [c294]Shengcai Liu, Ke Tang, Xin Yao:
Automatic Construction of Parallel Portfolios via Explicit Instance Grouping. AAAI 2019: 1560-1567 - [c293]Shaolong Shi, Yifan Chen, Xin Yao, Mengjie Zhang:
Lightweight Evolution Strategies for Nanoswimmers-oriented In Vivo Computation. CEC 2019: 866-872 - [c292]Er Zhuo, Yunjie Deng, Zhewei Su, Peng Yang, Bo Yuan, Xin Yao:
An Experimental Study of Large-scale Capacitated Vehicle Routing Problems. CEC 2019: 1195-1202 - [c291]Cheng He, Ran Cheng, Yaochu Jin, Xin Yao:
Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion. CEC 2019: 1672-1679 - [c290]Hao Tong, Changwu Huang, Jialin Liu, Xin Yao:
Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive Problems. CEC 2019: 1996-2003 - [c289]Changwu Huang, Bo Yuan, Yuanxiang Li, Xin Yao:
Automatic Parameter Tuning using Bayesian Optimization Method. CEC 2019: 2090-2097 - [c288]Daniel Herring, Michael Kirley, Xin Yao:
Investigation of Asynchrony in Dynamic Multi-Objective Optimization. CEC 2019: 3165-3172 - [c287]Miqing Li, Xin Yao:
An Empirical Investigation of the Optimality and Monotonicity Properties of Multiobjective Archiving Methods. EMO 2019: 15-26 - [c286]Hao Tong, Jialin Liu, Xin Yao:
Algorithm portfolio for individual-based surrogate-assisted evolutionary algorithms. GECCO 2019: 943-950 - [c285]Sneha Saha, Thiago Rios, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck, Xin Yao, Zhao Xu, Patricia Wollstadt:
Learning Time-Series Data of Industrial Design Optimization using Recurrent Neural Networks. ICDM Workshops 2019: 785-792 - [c284]Yinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao:
Support Matching: A Novel Regularization to Escape from Mode Collapse in GANs. ICONIP (4) 2019: 40-48 - [c283]Guoji Fu, Bo Yuan, Qiqi Duan, Xin Yao:
Representation Learning for Heterogeneous Information Networks via Embedding Events. ICONIP (1) 2019: 327-339 - [c282]Guoji Fu, Chengbin Hou, Xin Yao:
Learning Topological Representation for Networks via Hierarchical Sampling. IJCNN 2019: 1-8 - [c281]Liangpeng Zhang, Ke Tang, Xin Yao:
Explicit Planning for Efficient Exploration in Reinforcement Learning. NeurIPS 2019: 7486-7495 - [c280]Tao Zheng, Wei-Jie Chen, Ivor W. Tsang, Xin Yao:
Rectified Encoder Network for High-Dimensional Imbalanced Learning. PRICAI (2) 2019: 684-697 - [c279]Sneha Saha, Thiago Rios, Leandro L. Minku, Xin Yao, Zhao Xu, Bernhard Sendhoff, Stefan Menzel:
Optimal Evolutionary Optimization Hyper-parameters to Mimic Human User Behavior. SSCI 2019: 858-866 - [c278]Jialin Liu, Xin Yao:
Self-adaptive Decomposition and Incremental Hyperparameter Tuning Across Multiple Problems. SSCI 2019: 1590-1597 - [c277]Changwu Huang, Yuanxiang Li, Xin Yao:
Adaptive-SAHiD Algorithm for Capacitated Arc Routing Problems. SSCI 2019: 1668-1675 - [c276]Hao Tong, Shuyi Zhang, Changwu Huang, Xin Yao:
Algorithm Portfolio for Parameter Tuned Evolutionary Algorithms. SSCI 2019: 1849-1856 - [c275]Stephen Friess, Peter Tiño, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Learning Transferable Variation Operators in a Continuous Genetic Algorithm. SSCI 2019: 2027-2033 - [c274]Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
When and How to Transfer Knowledge in Dynamic Multi-objective Optimization. SSCI 2019: 2034-2041 - [c273]Xunzhao Yu, Xin Yao, Yan Wang, Ling Zhu, Dimitar P. Filev:
Domination-Based Ordinal Regression for Expensive Multi-Objective Optimization. SSCI 2019: 2058-2065 - [c272]Chao Pan, Xin Yao:
DIDD: Identifying and Learning New Conceptual Data with Lower Diversity. SSCI 2019: 2410-2417 - [i50]Hao Tong, Changwu Huang, Jialin Liu, Xin Yao:
Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive Problems. CoRR abs/1901.05755 (2019) - [i49]Guoji Fu, Bo Yuan, Qiqi Duan, Xin Yao:
Representation Learning for Heterogeneous Information Networks via Embedding Events. CoRR abs/1901.10234 (2019) - [i48]Guoji Fu, Chengbin Hou, Xin Yao:
Learning Topological Representation for Networks via Hierarchical Sampling. CoRR abs/1902.06684 (2019) - [i47]Hao Tong, Jialin Liu, Xin Yao:
Algorithm Portfolio for Individual-based Surrogate-Assisted Evolutionary Algorithms. CoRR abs/1904.09813 (2019) - [i46]Xiaofen Lu, Ke Tang, Stefan Menzel, Xin Yao:
Competitive Co-evolution for Dynamic Constrained Optimisation. CoRR abs/1907.13529 (2019) - [i45]Ke Li, Minhui Liao, Kalyanmoy Deb, Geyong Min, Xin Yao:
Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multi-Objective Optimisation Using Reference Points. CoRR abs/1909.13567 (2019) - [i44]Peng Yang, Ke Tang, Xin Yao:
Negatively Correlated Search as a Parallel Exploration Search Strategy. CoRR abs/1910.07151 (2019) - [i43]Shengcai Liu, Ke Tang, Yunwen Lei, Xin Yao:
On Performance Estimation in Automatic Algorithm Configuration. CoRR abs/1911.08200 (2019) - [i42]Jie Yang, Yu-Kai Wang, Xin Yao, Chin-Teng Lin:
Adaptive Initialization Method for K-means Algorithm. CoRR abs/1911.12104 (2019) - [i41]Carola Doerr, Carlos M. Fonseca, Tobias Friedrich, Xin Yao:
Theory of Randomized Optimization Heuristics (Dagstuhl Reports 19431). Dagstuhl Reports 9(10): 61-94 (2019) - 2018
- [j275]Xingsi Xue, Xin Yao:
Interactive ontology matching based on partial reference alignment. Appl. Soft Comput. 72: 355-370 (2018) - [j274]Tao Chen, Rami Bahsoon, Xin Yao:
A Survey and Taxonomy of Self-Aware and Self-Adaptive Cloud Autoscaling Systems. ACM Comput. Surv. 51(3): 61:1-61:40 (2018) - [j273]Chao Qian, Yang Yu, Ke Tang, Yaochu Jin, Xin Yao, Zhi-Hua Zhou:
On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments. Evol. Comput. 26(2) (2018) - [j272]Ke Li, Renzhi Chen, Geyong Min, Xin Yao:
Integration of Preferences in Decomposition Multiobjective Optimization. IEEE Trans. Cybern. 48(12): 3359-3370 (2018) - [j271]Miqing Li, Crina Grosan, Shengxiang Yang, Xiaohui Liu, Xin Yao:
Multiline Distance Minimization: A Visualized Many-Objective Test Problem Suite. IEEE Trans. Evol. Comput. 22(1): 61-78 (2018) - [j270]Peng Yang, Ke Tang, Xin Yao:
Turning High-Dimensional Optimization Into Computationally Expensive Optimization. IEEE Trans. Evol. Comput. 22(1): 143-156 (2018) - [j269]Renzhi Chen, Ke Li, Xin Yao:
Dynamic Multiobjectives Optimization With a Changing Number of Objectives. IEEE Trans. Evol. Comput. 22(1): 157-171 (2018) - [j268]Xiaofen Lu, Stefan Menzel, Ke Tang, Xin Yao:
Cooperative Co-Evolution-Based Design Optimization: A Concurrent Engineering Perspective. IEEE Trans. Evol. Comput. 22(2): 173-188 (2018) - [j267]Mang Wang, Bin Li, Guofu Zhang, Xin Yao:
Population Evolvability: Dynamic Fitness Landscape Analysis for Population-Based Metaheuristic Algorithms. IEEE Trans. Evol. Comput. 22(4): 550-563 (2018) - [j266]Ran Cheng, Miqing Li, Ke Li, Xin Yao:
Evolutionary Multiobjective Optimization-Based Multimodal Optimization: Fitness Landscape Approximation and Peak Detection. IEEE Trans. Evol. Comput. 22(5): 692-706 (2018) - [j265]Ke Li, Kalyanmoy Deb, Xin Yao:
R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multiobjective Optimization Using Reference Points. IEEE Trans. Evol. Comput. 22(6): 821-835 (2018) - [j264]Hui Cheng, Xin Yao, Shengxiang Yang, Mengjie Zhang:
Guest Editorial: Special Issue on Computational Intelligence for Cloud Computing. IEEE Trans. Emerg. Top. Comput. Intell. 2(1): 1-2 (2018) - [j263]Zhaopin Su, Guofu Zhang, Feng Yue, Lejie Chang, Jianguo Jiang, Xin Yao:
SNR-Constrained Heuristics for Optimizing the Scaling Parameter of Robust Audio Watermarking. IEEE Trans. Multim. 20(10): 2631-2644 (2018) - [j262]Shuo Wang, Leandro L. Minku, Xin Yao:
A Systematic Study of Online Class Imbalance Learning With Concept Drift. IEEE Trans. Neural Networks Learn. Syst. 29(10): 4802-4821 (2018) - [j261]Yu Sun, Ke Tang, Zexuan Zhu, Xin Yao:
Concept Drift Adaptation by Exploiting Historical Knowledge. IEEE Trans. Neural Networks Learn. Syst. 29(10): 4822-4832 (2018) - [j260]Huanhuan Chen, Bingbing Jiang, Xin Yao:
Semisupervised Negative Correlation Learning. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5366-5379 (2018) - [j259]Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao:
Efficient Cluster-Based Boosting for Semisupervised Classification. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5667-5680 (2018) - [j258]Tao Chen, Ke Li, Rami Bahsoon, Xin Yao:
FEMOSAA: Feature-Guided and Knee-Driven Multi-Objective Optimization for Self-Adaptive Software. ACM Trans. Softw. Eng. Methodol. 27(2): 5:1-5:50 (2018) - [c271]Chao Qian, Yibo Zhang, Ke Tang, Xin Yao:
On Multiset Selection With Size Constraints. AAAI 2018: 1395-1402 - [c270]Danial Yazdani, Jürgen Branke, Mohammad Nabi Omidvar, Trung Thanh Nguyen, Xin Yao:
Changing or keeping solutions in dynamic optimization problems with switching costs. GECCO 2018: 1095-1102 - [c269]Tao Chen, Miqing Li, Xin Yao:
On the effects of seeding strategies: a case for search-based multi-objective service composition. GECCO 2018: 1419-1426 - [c268]Chao Qian, Chao Bian, Yang Yu, Ke Tang, Xin Yao:
Analysis of noisy evolutionary optimization when sampling fails. GECCO 2018: 1507-1514 - [c267]Shaolong Shi, Yifan Chen, Xin Yao:
Computing-Inspired Detection of Multiple Cancers. ICC 2018: 1-6 - [c266]Miqing Li, Tao Chen, Xin Yao:
A critical review of: "a practical guide to select quality indicators for assessing pareto-based search algorithms in search-based software engineering": essay on quality indicator selection for SBSE. ICSE (NIER) 2018: 17-20 - [c265]Liyan Song, Leandro L. Minku, Xin Yao:
A novel automated approach for software effort estimation based on data augmentation. ESEC/SIGSOFT FSE 2018: 468-479 - [c264]Tao Chen, Rami Bahsoon, Shuo Wang, Xin Yao:
To Adapt or Not to Adapt?: Technical Debt and Learning Driven Self-Adaptation for Managing Runtime Performance. ICPE 2018: 48-55 - [i40]Ke Li, Renzhi Chen, Dragan A. Savic, Xin Yao:
Interactive Decomposition Multi-Objective Optimization via Progressively Learned Value Functions. CoRR abs/1801.00609 (2018) - [i39]Chaoyue Wang, Chang Xu, Xin Yao, Dacheng Tao:
Evolutionary Generative Adversarial Networks. CoRR abs/1803.00657 (2018) - [i38]Shengcai Liu, Ke Tang, Xin Yao:
Automatic Construction of Parallel Portfolios via Explicit Instance Grouping. CoRR abs/1804.06088 (2018) - [i37]Liangli Zhen, Miqing Li, Ran Cheng, Dezhong Peng, Xin Yao:
Multiobjective Test Problems with Degenerate Pareto Fronts. CoRR abs/1806.02706 (2018) - [i36]Chao Qian, Chao Bian, Yang Yu, Ke Tang, Xin Yao:
Analysis of Noisy Evolutionary Optimization When Sampling Fails. CoRR abs/1810.05045 (2018) - [i35]Peng Yang, Ke Tang, Xin Yao:
A Parallel Divide-and-Conquer based Evolutionary Algorithm for Large-scale Optimization. CoRR abs/1812.02500 (2018) - 2017
- [j257]Leandro L. Minku, Xin Yao:
Which models of the past are relevant to the present? A software effort estimation approach to exploiting useful past models. Autom. Softw. Eng. 24(3): 499-542 (2017) - [j256]Miqing Li, Liangli Zhen, Xin Yao:
How to Read Many-Objective Solution Sets in Parallel Coordinates [Educational Forum]. IEEE Comput. Intell. Mag. 12(4): 88-100 (2017) - [j255]Song Guo, Victor C. M. Leung, Xin Yao:
Guest Editors Introduction: Intelligence in the Cloud. IEEE Cloud Comput. 4(6): 34-36 (2017) - [j254]Chao Gao, Guanzhou Lu, Xin Yao, Jinlong Li:
An iterative pseudo-gap enumeration approach for the Multidimensional Multiple-choice Knapsack Problem. Eur. J. Oper. Res. 260(1): 1-11 (2017) - [j253]Rüstü Akay, Alper Bastürk, Adem Kalinli, Xin Yao:
Parallel population-based algorithm portfolios: An empirical study. Neurocomputing 247: 115-125 (2017) - [j252]Bo Yuan, Huanhuan Chen, Xin Yao:
Optimal relay placement for lifetime maximization in wireless underground sensor networks. Inf. Sci. 418: 463-479 (2017) - [j251]Ying Tan, Yuhui Shi, Xin Yao:
Preface. Nat. Comput. 16(1): 1-4 (2017) - [j250]Ying Tan, Yuhui Shi, Xin Yao:
Preface. Nat. Comput. 16(4): 507-509 (2017) - [j249]Handing Wang, Shan He, Xin Yao:
Nadir point estimation for many-objective optimization problems based on emphasized critical regions. Soft Comput. 21(9): 2283-2295 (2017) - [j248]Jinhuang Huang, Jing Liu, Xin Yao:
A multi-agent evolutionary algorithm for software module clustering problems. Soft Comput. 21(12): 3415-3428 (2017) - [j247]Handing Wang, Yaochu Jin, Xin Yao:
Diversity Assessment in Many-Objective Optimization. IEEE Trans. Cybern. 47(6): 1510-1522 (2017) - [j246]Ke Tang, Juan Wang, Xiaodong Li, Xin Yao:
A Scalable Approach to Capacitated Arc Routing Problems Based on Hierarchical Decomposition. IEEE Trans. Cybern. 47(11): 3928-3940 (2017) - [j245]Jun He, Xin Yao:
Average Drift Analysis and Population Scalability. IEEE Trans. Evol. Comput. 21(3): 426-439 (2017) - [j244]Ming Yang, Mohammad Nabi Omidvar, Changhe Li, Xiaodong Li, Zhihua Cai, Borhan Kazimipour, Xin Yao:
Efficient Resource Allocation in Cooperative Co-Evolution for Large-Scale Global Optimization. IEEE Trans. Evol. Comput. 21(4): 493-505 (2017) - [j243]Mohammad Nabi Omidvar, Ming Yang, Yi Mei, Xiaodong Li, Xin Yao:
DG2: A Faster and More Accurate Differential Grouping for Large-Scale Black-Box Optimization. IEEE Trans. Evol. Comput. 21(6): 929-942 (2017) - [j242]Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao:
A Cluster-Based Semisupervised Ensemble for Multiclass Classification. IEEE Trans. Emerg. Top. Comput. Intell. 1(6): 408-420 (2017) - [j241]Bingbing Jiang, Huanhuan Chen, Bo Yuan, Xin Yao:
Scalable Graph-Based Semi-Supervised Learning through Sparse Bayesian Model. IEEE Trans. Knowl. Data Eng. 29(12): 2758-2771 (2017) - [j240]Guofu Zhang, Zhaopin Su, Miqing Li, Feng Yue, Jianguo Jiang, Xin Yao:
Constraint Handling in NSGA-II for Solving Optimal Testing Resource Allocation Problems. IEEE Trans. Reliab. 66(4): 1193-1212 (2017) - [c263]Ran Cheng, Miqing Li, Xin Yao:
Parallel peaks: A visualization method for benchmark studies of multimodal optimization. CEC 2017: 263-270 - [c262]Junfeng Chen, Mohammad Nabi Omidvar, Morteza Azad, Xin Yao:
Knowledge-based particle swarm optimization for PID controller tuning. CEC 2017: 1819-1826 - [c261]Ke Li, Kalyanmoy Deb, Okkes Tolga Altinöz, Xin Yao:
Empirical Investigations of Reference Point Based Methods When Facing a Massively Large Number of Objectives: First Results. EMO 2017: 390-405 - [c260]Thuong Pham Thi, Nguyen Xuan Hoai, Xin Yao:
Combining conformal prediction and genetic programming for symbolic interval regression. GECCO 2017: 1001-1008 - [c259]Lukas Esterle, Peter R. Lewis, Richie McBride, Xin Yao:
The Future of Camera Networks: Staying Smart in a Chaotic World. ICDSC 2017: 163-168 - [c258]I-Ling Yen, Farokh B. Bastani, Yongtao Huang, Yuqun Zhang, Xin Yao:
SaaS for Automated Job Performance Appraisals Using Service Technologies and Big Data Analytics. ICWS 2017: 412-419 - [c257]Tingting Yao, Xin Yao, Shuangshuang Han, Yingchun Wang, Dongpu Cao, Feiyue Wang:
Memetic algorithm with adaptive local search for Capacitated Arc Routing Problem. ITSC 2017: 836-841 - [c256]Liangpeng Zhang, Ke Tang, Xin Yao:
Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning. NIPS 2017: 1804-1814 - [c255]Liangli Zhen, Miqing Li, Ran Cheng, Dezhong Peng, Xin Yao:
Adjusting Parallel Coordinates for Investigating Multi-objective Search. SEAL 2017: 224-235 - [c254]Hemant Kumar Singh, Xin Yao:
Improvement of Reference Points for Decomposition Based Multi-objective Evolutionary Algorithms. SEAL 2017: 284-296 - [c253]Xin Du, Youcong Ni, Xiaobin Wu, Peng Ye, Xin Yao:
Surrogate Model Assisted Multi-objective Differential Evolution Algorithm for Performance Optimization at Software Architecture Level. SEAL 2017: 334-346 - [c252]Daniel H. Stolfi, Enrique Alba, Xin Yao:
Predicting Car Park Occupancy Rates in Smart Cities. Smart-CT 2017: 107-117 - [c251]Yifan Chen, Shaolong Shi, Xin Yao, Tadashi Nakano, Panagiotis Kosmas:
Touchable computation: Computing-inspired bio-detection. SPAWC 2017: 1-5 - [i34]Ke Li, Kalyanmoy Deb, Xin Yao:
Integration of Preferences in Decomposition Multi-Objective Optimization. CoRR abs/1701.05935 (2017) - [i33]Miqing Li, Xin Yao:
Dominance Move: A Measure of Comparing Solution Sets in Multiobjective Optimization. CoRR abs/1702.00477 (2017) - [i32]Yu Sun, Ke Tang, Zexuan Zhu, Xin Yao:
Concept Drift Adaptation by Exploiting Historical Knowledge. CoRR abs/1702.03500 (2017) - [i31]Shuo Wang, Leandro L. Minku, Xin Yao:
A Systematic Study of Online Class Imbalance Learning with Concept Drift. CoRR abs/1703.06683 (2017) - [i30]Shengcai Liu, Ke Tang, Xin Yao:
Experience-based Optimization: A Coevolutionary Approach. CoRR abs/1703.09865 (2017) - [i29]Miqing Li, Liangli Zhen, Xin Yao:
How to Read Many-Objective Solution Sets in Parallel Coordinates. CoRR abs/1705.00368 (2017) - [i28]Liangli Zhen, Dezhong Peng, Xin Yao:
Kernel Truncated Regression Representation for Robust Subspace Clustering. CoRR abs/1705.05108 (2017) - [i27]Bingshui Da, Yew-Soon Ong, Liang Feng, A. Kai Qin, Abhishek Gupta, Zexuan Zhu, Chuan-Kang Ting, Ke Tang, Xin Yao:
Evolutionary Multitasking for Single-objective Continuous Optimization: Benchmark Problems, Performance Metric, and Baseline Results. CoRR abs/1706.03470 (2017) - [i26]Shuo Wang, Leandro L. Minku, Nitesh V. Chawla, Xin Yao:
Proceedings of the IJCAI 2017 Workshop on Learning in the Presence of Class Imbalance and Concept Drift (LPCICD'17). CoRR abs/1707.09425 (2017) - [i25]Miqing Li, Xin Yao:
What Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decomposition-based Evolutionary Multi-Objective Optimisation. CoRR abs/1709.02679 (2017) - [i24]Chao Qian, Yang Yu, Ke Tang, Xin Yao, Zhi-Hua Zhou:
Maximizing Non-monotone/Non-submodular Functions by Multi-objective Evolutionary Algorithms. CoRR abs/1711.07214 (2017) - [i23]Ke Li, Renzhi Chen, Guangtao Fu, Xin Yao:
Two-Archive Evolutionary Algorithm for Constrained Multi-Objective Optimization. CoRR abs/1711.07907 (2017) - [i22]Carola Doerr, Christian Igel, Lothar Thiele, Xin Yao:
Theory of Randomized Optimization Heuristics (Dagstuhl Seminar 17191). Dagstuhl Reports 7(5): 22-55 (2017) - 2016
- [j239]Zhenyu Yang, Bernhard Sendhoff, Ke Tang, Xin Yao:
Target shape design optimization by evolving B-splines with cooperative coevolution. Appl. Soft Comput. 48: 672-682 (2016) - [j238]Ke Tang, Peng Yang, Xin Yao:
Negatively Correlated Search. IEEE J. Sel. Areas Commun. 34(3): 542-550 (2016) - [j237]Yi Mei, Xiaodong Li, Xin Yao:
On investigation of interdependence between sub-problems of the Travelling Thief Problem. Soft Comput. 20(1): 157-172 (2016) - [j236]Handing Wang, Xin Yao:
Objective reduction based on nonlinear correlation information entropy. Soft Comput. 20(6): 2393-2407 (2016) - [j235]Pietro A. Consoli, Yi Mei, Leandro L. Minku, Xin Yao:
Dynamic selection of evolutionary operators based on online learning and fitness landscape analysis. Soft Comput. 20(10): 3889-3914 (2016) - [j234]Md. Mustafizur Rahman, Md. Monirul Islam, Kazuyuki Murase, Xin Yao:
Layered Ensemble Architecture for Time Series Forecasting. IEEE Trans. Cybern. 46(1): 270-283 (2016) - [j233]Ayon Sen, Md. Monirul Islam, Kazuyuki Murase, Xin Yao:
Binarization With Boosting and Oversampling for Multiclass Classification. IEEE Trans. Cybern. 46(5): 1078-1091 (2016) - [j232]Handing Wang, Qingfu Zhang, Licheng Jiao, Xin Yao:
Regularity Model for Noisy Multiobjective Optimization. IEEE Trans. Cybern. 46(9): 1997-2009 (2016) - [j231]Yuan Yuan, Hua Xu, Bo Wang, Xin Yao:
A New Dominance Relation-Based Evolutionary Algorithm for Many-Objective Optimization. IEEE Trans. Evol. Comput. 20(1): 16-37 (2016) - [j230]Juan Wang, Ke Tang, José Antonio Lozano, Xin Yao:
Estimation of the Distribution Algorithm With a Stochastic Local Search for Uncertain Capacitated Arc Routing Problems. IEEE Trans. Evol. Comput. 20(1): 96-109 (2016) - [j229]Yuan Yuan, Hua Xu, Bo Wang, Bo Zhang, Xin Yao:
Balancing Convergence and Diversity in Decomposition-Based Many-Objective Optimizers. IEEE Trans. Evol. Comput. 20(2): 180-198 (2016) - [j228]Bing Xue, Mengjie Zhang, Will N. Browne, Xin Yao:
A Survey on Evolutionary Computation Approaches to Feature Selection. IEEE Trans. Evol. Comput. 20(4): 606-626 (2016) - [j227]Shan He, Guanbo Jia, Zexuan Zhu, Dan A. Tennant, Qiang Huang, Ke Tang, Jing Liu, Mirco Musolesi, John K. Heath, Xin Yao:
Cooperative Co-Evolutionary Module Identification With Application to Cancer Disease Module Discovery. IEEE Trans. Evol. Comput. 20(6): 874-891 (2016) - [j226]Bingdong Li, Ke Tang, Jinlong Li, Xin Yao:
Stochastic Ranking Algorithm for Many-Objective Optimization Based on Multiple Indicators. IEEE Trans. Evol. Comput. 20(6): 924-938 (2016) - [j225]Yu Sun, Ke Tang, Leandro L. Minku, Shuo Wang, Xin Yao:
Online Ensemble Learning of Data Streams with Gradually Evolved Classes. IEEE Trans. Knowl. Data Eng. 28(6): 1532-1545 (2016) - [j224]Yi Mei, Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao:
A Competitive Divide-and-Conquer Algorithm for Unconstrained Large-Scale Black-Box Optimization. ACM Trans. Math. Softw. 42(2): 13:1-13:24 (2016) - [j223]Xiao-Ning Shen, Leandro L. Minku, Rami Bahsoon, Xin Yao:
Dynamic Software Project Scheduling through a Proactive-Rescheduling Method. IEEE Trans. Software Eng. 42(7): 658-686 (2016) - [j222]Bo Yuan, Bin Li, Huanhuan Chen, Xin Yao:
Defect- and Variation-Tolerant Logic Mapping in Nanocrossbar Using Bipartite Matching and Memetic Algorithm. IEEE Trans. Very Large Scale Integr. Syst. 24(9): 2813-2826 (2016) - [c250]Bingdong Li, Chao Qian, Jinlong Li, Ke Tang, Xin Yao:
Search based recommender system using many-objective evolutionary algorithm. CEC 2016: 120-126 - [c249]Peng Yang, Guanzhou Lu, Ke Tang, Xin Yao:
A multi-modal optimization approach to single path planning for unmanned aerial vehicle. CEC 2016: 1735-1742 - [c248]Mohammad Nabi Omidvar, Borhan Kazimipour, Xiaodong Li, Xin Yao:
CBCC3 - A contribution-based cooperative co-evolutionary algorithm with improved exploration/exploitation balance. CEC 2016: 3541-3548 - [c247]Mohammad-H. Tayarani-N., Adam Prügel-Bennett, Hongming Xu, Xin Yao:
Improving the performance of evolutionary engine calibration algorithms with principal component analysis. CEC 2016: 5128-5137 - [c246]Tian Guo, Zhao Xu, Xin Yao, Haifeng Chen, Karl Aberer, Koichi Funaya:
Robust Online Time Series Prediction with Recurrent Neural Networks. DSAA 2016: 816-825 - [c245]Shuo Wang, Leandro L. Minku, Xin Yao:
Dealing with Multiple Classes in Online Class Imbalance Learning. IJCAI 2016: 2118-2124 - [c244]Xiuli Wu, Pietro A. Consoli, Leandro L. Minku, Gabriela Ochoa, Xin Yao:
An Evolutionary Hyper-heuristic for the Software Project Scheduling Problem. PPSN 2016: 37-47 - [c243]Xiaofen Lu, Ke Tang, Xin Yao:
Speciated Evolutionary Algorithm for Dynamic Constrained Optimisation. PPSN 2016: 203-213 - [c242]Ke Li, Mohammad Nabi Omidvar, Kalyanmoy Deb, Xin Yao:
Variable Interaction in Multi-objective Optimization Problems. PPSN 2016: 399-409 - [p15]Peter R. Lewis, Marco Platzner, Bernhard Rinner, Jim Tørresen, Xin Yao:
Self-aware Computing: Introduction and Motivation. Self-aware Computing Systems 2016: 1-5 - [p14]Peter R. Lewis, Marco Platzner, Bernhard Rinner, Jim Tørresen, Xin Yao:
Conclusions and Outlook. Self-aware Computing Systems 2016: 297-300 - [e13]Peter R. Lewis, Marco Platzner, Bernhard Rinner, Jim Tørresen, Xin Yao:
Self-aware Computing Systems - An Engineering Approach. Natural Computing Series, Springer 2016, ISBN 978-3-319-39674-3 [contents] - [i21]Peng Yang, Ke Tang, Xin Yao:
High-dimensional Black-box Optimization via Divide and Approximate Conquer. CoRR abs/1603.03518 (2016) - [i20]Renzhi Chen, Ke Li, Xin Yao:
Dynamic Multi-Objectives Optimization with a Changing Number of Objectives. CoRR abs/1608.06514 (2016) - [i19]Tao Chen, Ke Li, Rami Bahsoon, Xin Yao:
FEMOSAA: Feature Guided and Knee Driven Multi-Objective Optimization for Self-Adaptive Software at Runtime. CoRR abs/1608.08933 (2016) - [i18]Chang Li, Huanhuan Chen, Xin Yao:
Probabilistic Feature Selection and Classification Vector Machine. CoRR abs/1609.05486 (2016) - [i17]Liangpeng Zhang, Ke Tang, Xin Yao:
Success Probability of Exploration: a Concrete Analysis of Learning Efficiency. CoRR abs/1612.00882 (2016) - 2015
- [j221]Lei Cai, Shiru Qu, Yuan Yuan, Xin Yao:
A clustering-ranking method for many-objective optimization. Appl. Soft Comput. 35: 681-694 (2015) - [j220]Xin Yao:
Big Data Analytics, Data Science and the CIS [President's Message]. IEEE Comput. Intell. Mag. 10(1): 4-5 (2015) - [j219]Xin Yao:
Means to an End Is Not the Same as the End Itself [President's Message]. IEEE Comput. Intell. Mag. 10(2): 4 (2015) - [j218]Xin Yao:
Newly Elected CIS Administrative Committee Members (2015-2017) [Society Briefs]. IEEE Comput. Intell. Mag. 10(2): 6-7 (2015) - [j217]Xin Yao:
50th Anniversary of Fuzzy Logic [President's Message]. IEEE Comput. Intell. Mag. 10(3): 4 (2015) - [j216]Xin Yao:
A Growing Story [President's Message]. IEEE Comput. Intell. Mag. 10(4): 3 (2015) - [j215]Jim Tørresen, Christian Plessl, Xin Yao:
Self-Aware and Self-Expressive Systems. Computer 48(7): 18-20 (2015) - [j214]Peter R. Lewis, Arjun Chandra, Funmilade Faniyi, Kyrre Glette, Tao Chen, Rami Bahsoon, Jim Tørresen, Xin Yao:
Architectural Aspects of Self-Aware and Self-Expressive Computing Systems: From Psychology to Engineering. Computer 48(8): 62-70 (2015) - [j213]Bingdong Li, Jinlong Li, Ke Tang, Xin Yao:
Many-Objective Evolutionary Algorithms: A Survey. ACM Comput. Surv. 48(1): 13:1-13:35 (2015) - [j212]Chao Gao, Xin Yao, Thomas Weise, Jinlong Li:
An efficient local search heuristic with row weighting for the unicost set covering problem. Eur. J. Oper. Res. 246(3): 750-761 (2015) - [j211]Shan He, Huanhuan Chen, Zexuan Zhu, Douglas G. Ward, Helen J. Cooper, Mark R. Viant, John K. Heath, Xin Yao:
Robust twin boosting for feature selection from high-dimensional omics data with label noise. Inf. Sci. 291: 1-18 (2015) - [j210]Xiao-Ning Shen, Xin Yao:
Mathematical modeling and multi-objective evolutionary algorithms applied to dynamic flexible job shop scheduling problems. Inf. Sci. 298: 198-224 (2015) - [j209]Xin Du, Youcong Ni, Datong Xie, Xin Yao, Peng Ye, Ruliang Xiao:
The time complexity analysis of a class of gene expression programming. Soft Comput. 19(6): 1611-1625 (2015) - [j208]Peter R. Lewis, Lukas Esterle, Arjun Chandra, Bernhard Rinner, Jim Tørresen, Xin Yao:
Static, Dynamic, and Adaptive Heterogeneity in Distributed Smart Camera Networks. ACM Trans. Auton. Adapt. Syst. 10(2): 8:1-8:30 (2015) - [j207]Seung-Mok Lee, Hanguen Kim, Hyun Myung, Xin Yao:
Cooperative Coevolutionary Algorithm-Based Model Predictive Control Guaranteeing Stability of Multirobot Formation. IEEE Trans. Control. Syst. Technol. 23(1): 37-51 (2015) - [j206]Proteek Chandan Roy, Md. Monirul Islam, Kazuyuki Murase, Xin Yao:
Evolutionary Path Control Strategy for Solving Many-Objective Optimization Problem. IEEE Trans. Cybern. 45(4): 702-715 (2015) - [j205]Bo Yuan, Bin Li, Huanhuan Chen, Xin Yao:
A New Evolutionary Algorithm with Structure Mutation for the Maximum Balanced Biclique Problem. IEEE Trans. Cybern. 45(5): 1040-1053 (2015) - [j204]Pu Wang, Michael Emmerich, Rui Li, Ke Tang, Thomas Bäck, Xin Yao:
Convex Hull-Based Multiobjective Genetic Programming for Maximizing Receiver Operating Characteristic Performance. IEEE Trans. Evol. Comput. 19(2): 188-200 (2015) - [j203]Jun He, Tianshi Chen, Xin Yao:
On the Easiest and Hardest Fitness Functions. IEEE Trans. Evol. Comput. 19(2): 295-305 (2015) - [j202]Handing Wang, Licheng Jiao, Xin Yao:
Two_Arch2: An Improved Two-Archive Algorithm for Many-Objective Optimization. IEEE Trans. Evol. Comput. 19(4): 524-541 (2015) - [j201]Mohammad-H. Tayarani-N., Xin Yao, Hongming Xu:
Meta-Heuristic Algorithms in Car Engine Design: A Literature Survey. IEEE Trans. Evol. Comput. 19(5): 609-629 (2015) - [j200]Haobo Fu, Bernhard Sendhoff, Ke Tang, Xin Yao:
Robust Optimization Over Time: Problem Difficulties and Benchmark Problems. IEEE Trans. Evol. Comput. 19(5): 731-745 (2015) - [j199]Wei Fang, Shengxiang Yang, Xin Yao:
A Survey on Problem Models and Solution Approaches to Rescheduling in Railway Networks. IEEE Trans. Intell. Transp. Syst. 16(6): 2997-3016 (2015) - [j198]María Pérez-Ortiz, Pedro Antonio Gutiérrez, César Hervás-Martínez, Xin Yao:
Graph-Based Approaches for Over-Sampling in the Context of Ordinal Regression. IEEE Trans. Knowl. Data Eng. 27(5): 1233-1245 (2015) - [j197]Shuo Wang, Leandro L. Minku, Xin Yao:
Resampling-Based Ensemble Methods for Online Class Imbalance Learning. IEEE Trans. Knowl. Data Eng. 27(5): 1356-1368 (2015) - [j196]Xiaoxing Yang, Ke Tang, Xin Yao:
A Learning-to-Rank Approach to Software Defect Prediction. IEEE Trans. Reliab. 64(1): 234-246 (2015) - [c241]Xin Du, Youcong Ni, Peng Ye, Xin Yao, Leandro L. Minku, Ruliang Xiao:
An evolutionary algorithm for performance optimization at software architecture level. CEC 2015: 2129-2136 - [c240]Yi Mei, Xiaodong Li, Flora D. Salim, Xin Yao:
Heuristic evolution with Genetic Programming for Traveling Thief Problem. CEC 2015: 2753-2760 - [c239]Shengcai Liu, Yufan Wei, Ke Tang, A. Kai Qin, Xin Yao:
QoS-aware long-term based service composition in cloud computing. CEC 2015: 3362-3369 - [c238]Xin Yao:
Keynote speech I: Co-evolutionary learning in game-playing. CIG 2015: 16 - [c237]Huanhuan Chen, Fengzhen Tang, Peter Tiño, Anthony G. Cohn, Xin Yao:
Model Metric Co-Learning for Time Series Classification. IJCAI 2015: 3387-3394 - [c236]Liangpeng Zhang, Ke Tang, Xin Yao:
Increasingly Cautious Optimism for Practical PAC-MDP Exploration. IJCAI 2015: 4033-4040 - [i16]Tao Chen, Rami Bahsoon, Xin Yao:
Online QoS Modeling in the Cloud: A Hybrid and Adaptive Multi-Learners Approach. CoRR abs/1504.03961 (2015) - [i15]Ke Tang, Peng Yang, Xin Yao:
Negatively Correlated Cooperative Search. CoRR abs/1504.04914 (2015) - 2014
- [j195]Huanhuan Chen, Peter Tiño, Xin Yao:
Cognitive fault diagnosis in Tennessee Eastman Process using learning in the model space. Comput. Chem. Eng. 67: 33-42 (2014) - [j194]Xin Yao:
[President's Message]. IEEE Comput. Intell. Mag. 9(1): 3-18 (2014) - [j193]Xin Yao:
[President's Message]. IEEE Comput. Intell. Mag. 9(3): 3 (2014) - [j192]Alexander Lipton, Antoaneta Serguieva, Xin Yao:
IEEE CIFEr 2014 - Leading Forum on Computational Finance and Economics Research in Academia and Industry [Conference Reports]. IEEE Comput. Intell. Mag. 9(3): 8-10 (2014) - [j191]Thomas Weise, Raymond Chiong, Jörg Lässig, Ke Tang, Shigeyoshi Tsutsui, Wenxiang Chen, Zbigniew Michalewicz, Xin Yao:
Benchmarking Optimization Algorithms: An Open Source Framework for the Traveling Salesman Problem. IEEE Comput. Intell. Mag. 9(3): 40-52 (2014) - [j190]Joseba Quevedo, Huanhuan Chen, Miquel Àngel Cugueró, Peter Tiño, Vicenç Puig, Diego García, Ramon Sarrate, Xin Yao:
Combining learning in model space fault diagnosis with data validation/reconstruction: Application to the Barcelona water network. Eng. Appl. Artif. Intell. 30: 18-29 (2014) - [j189]Xiaofen Lu, Ke Tang, Bernhard Sendhoff, Xin Yao:
A review of concurrent optimisation methods. Int. J. Bio Inspired Comput. 6(1): 22-31 (2014) - [j188]Pu Wang, Ke Tang, Thomas Weise, Edward P. K. Tsang, Xin Yao:
Multiobjective genetic programming for maximizing ROC performance. Neurocomputing 125: 102-118 (2014) - [j187]Xiaofen Lu, Ke Tang, Bernhard Sendhoff, Xin Yao:
A new self-adaptation scheme for differential evolution. Neurocomputing 146: 2-16 (2014) - [j186]Andrea Arcuri, Xin Yao:
Co-evolutionary automatic programming for software development. Inf. Sci. 259: 412-432 (2014) - [j185]Per Kristian Lehre, Xin Yao:
Runtime analysis of the (1 + 1) EA on computing unique input output sequences. Inf. Sci. 259: 510-531 (2014) - [j184]Ke Tang, Fei Peng, Guoliang Chen, Xin Yao:
Population-based Algorithm Portfolios with automated constituent algorithms selection. Inf. Sci. 279: 94-104 (2014) - [j183]Handing Wang, Xin Yao:
Corner Sort for Pareto-Based Many-Objective Optimization. IEEE Trans. Cybern. 44(1): 92-102 (2014) - [j182]Jianyong Sun, Qingfu Zhang, Xin Yao:
Meta-Heuristic Combining Prior Online and Offline Information for the Quadratic Assignment Problem. IEEE Trans. Cybern. 44(3): 429-444 (2014) - [j181]Thomas Weise, Mingxu Wan, Pu Wang, Ke Tang, Alexandre Devert, Xin Yao:
Frequency Fitness Assignment. IEEE Trans. Evol. Comput. 18(2): 226-243 (2014) - [j180]Mohammad Nabi Omidvar, Xiaodong Li, Yi Mei, Xin Yao:
Cooperative Co-Evolution With Differential Grouping for Large Scale Optimization. IEEE Trans. Evol. Comput. 18(3): 378-393 (2014) - [j179]Yi Mei, Xiaodong Li, Xin Yao:
Cooperative Coevolution With Route Distance Grouping for Large-Scale Capacitated Arc Routing Problems. IEEE Trans. Evol. Comput. 18(3): 435-449 (2014) - [j178]Lin Li, Xin Yao, Rustam Stolkin, Maoguo Gong, Shan He:
An Evolutionary Multiobjective Approach to Sparse Reconstruction. IEEE Trans. Evol. Comput. 18(6): 827-845 (2014) - [j177]Bo Yuan, Bin Li, Thomas Weise, Xin Yao:
A New Memetic Algorithm With Fitness Approximation for the Defect-Tolerant Logic Mapping in Crossbar-Based Nanoarchitectures. IEEE Trans. Evol. Comput. 18(6): 846-859 (2014) - [j176]Urvesh Bhowan, Mark Johnston, Mengjie Zhang, Xin Yao:
Reusing Genetic Programming for Ensemble Selection in Classification of Unbalanced Data. IEEE Trans. Evol. Comput. 18(6): 893-908 (2014) - [j175]Sukarna Barua, Md. Monirul Islam, Xin Yao, Kazuyuki Murase:
MWMOTE-Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning. IEEE Trans. Knowl. Data Eng. 26(2): 405-425 (2014) - [j174]Huanhuan Chen, Peter Tiño, Ali Rodan, Xin Yao:
Learning in the Model Space for Cognitive Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 25(1): 124-136 (2014) - [j173]Huanhuan Chen, Peter Tiño, Xin Yao:
Efficient Probabilistic Classification Vector Machine With Incremental Basis Function Selection. IEEE Trans. Neural Networks Learn. Syst. 25(2): 356-369 (2014) - [j172]Lukas Esterle, Peter R. Lewis, Xin Yao, Bernhard Rinner:
Socio-economic vision graph generation and handover in distributed smart camera networks. ACM Trans. Sens. Networks 10(2): 20:1-20:24 (2014) - [j171]Leandro L. Minku, Dirk Sudholt, Xin Yao:
Improved Evolutionary Algorithm Design for the Project Scheduling Problem Based on Runtime Analysis. IEEE Trans. Software Eng. 40(1): 83-102 (2014) - [c235]Yi Mei, Xiaodong Li, Xin Yao:
Variable neighborhood decomposition for Large Scale Capacitated Arc Routing Problem. IEEE Congress on Evolutionary Computation 2014: 1313-1320 - [c234]Haobo Fu, Peter R. Lewis, Bernhard Sendhoff, Ke Tang, Xin Yao:
What are dynamic optimization problems? IEEE Congress on Evolutionary Computation 2014: 1550-1557 - [c233]Thomas Weise, Mingxu Wan, Ke Tang, Xin Yao:
Evolving exact integer algorithms with Genetic Programming. IEEE Congress on Evolutionary Computation 2014: 1816-1823 - [c232]Grant Dick, Xin Yao:
Model representation and cooperative coevolution for finite-state machine evolution. IEEE Congress on Evolutionary Computation 2014: 2700-2707 - [c231]Bingdong Li, Jinlong Li, Ke Tang, Xin Yao:
An improved Two Archive Algorithm for Many-Objective optimization. IEEE Congress on Evolutionary Computation 2014: 2869-2876 - [c230]Nanlin Jin, Xin Yao:
Heuristic optimization for software project management with impacts of team efficiency. IEEE Congress on Evolutionary Computation 2014: 3016-3023 - [c229]Michalis Mavrovouniotis, Shengxiang Yang, Xin Yao:
Multi-colony ant algorithms for the dynamic travelling salesman problem. CIDUE 2014: 9-16 - [c228]Pietro A. Consoli, Xin Yao:
Diversity-Driven Selection of Multiple Crossover Operators for the Capacitated Arc Routing Problem. EvoCOP 2014: 97-108 - [c227]Renzhi Chen, Peter R. Lewis, Xin Yao:
Temperature management for heterogeneous multi-core FPGAs using adaptive evolutionary multi-objective approaches. ICES 2014: 101-108 - [c226]Leandro L. Minku, Xin Yao:
How to make best use of cross-company data in software effort estimation? ICSE 2014: 446-456 - [c225]Shuo Wang, Leandro L. Minku, Xin Yao:
A multi-objective ensemble method for online class imbalance learning. IJCNN 2014: 3311-3318 - [c224]Liyan Song, Leandro L. Minku, Xin Yao:
The potential benefit of relevance vector machine to software effort estimation. PROMISE 2014: 52-61 - [c223]Xiaofen Lu, Stefan Menzel, Ke Tang, Xin Yao:
The Performance Effects of Interaction Frequency in Parallel Cooperative Coevolution. SEAL 2014: 82-93 - [c222]Pietro A. Consoli, Leandro L. Minku, Xin Yao:
Dynamic Selection of Evolutionary Algorithm Operators Based on Online Learning and Fitness Landscape Metrics. SEAL 2014: 359-370 - [c221]Yi Mei, Xiaodong Li, Xin Yao:
Improving Efficiency of Heuristics for the Large Scale Traveling Thief Problem. SEAL 2014: 631-643 - [c220]Tao Chen, Rami Bahsoon, Xin Yao:
Online QoS Modeling in the Cloud: A Hybrid and Adaptive Multi-learners Approach. UCC 2014: 327-336 - [c219]Funmilade Faniyi, Peter R. Lewis, Rami Bahsoon, Xin Yao:
Architecting Self-Aware Software Systems. WICSA 2014: 91-94 - [p13]Peter R. Lewis, Funmilade Faniyi, Rami Bahsoon, Xin Yao:
Markets and Clouds: Adaptive and Resilient Computational Resource Allocation Inspired by Economics. Adaptive, Dynamic, and Resilient Systems 2014: 285-318 - [i14]Tao Chen, Funmilade Faniyi, Rami Bahsoon, Peter R. Lewis, Xin Yao, Leandro L. Minku, Lukas Esterle:
The Handbook of Engineering Self-Aware and Self-Expressive Systems. CoRR abs/1409.1793 (2014) - [i13]Hong Mei, Frank Neumann, Xin Yao, Leandro L. Minku:
Computational Intelligence for Software Engineering (NII Shonan Meeting 2014-13). NII Shonan Meet. Rep. 2014 (2014) - 2013
- [j170]Shuo Wang, Leandro L. Minku, Xin Yao:
Online Class Imbalance Learning and its Applications in Fault Detection. Int. J. Comput. Intell. Appl. 12(4) (2013) - [j169]Leandro L. Minku, Xin Yao:
Ensembles and locality: Insight on improving software effort estimation. Inf. Softw. Technol. 55(8): 1512-1528 (2013) - [j168]Yaochu Jin, Ke Tang, Xin Yu, Bernhard Sendhoff, Xin Yao:
A framework for finding robust optimal solutions over time. Memetic Comput. 5(1): 3-18 (2013) - [j167]Francisco Fernández-Navarro, Pilar Campoy-Muñoz, Monica-de la Paz-Marin, César Hervás-Martínez, Xin Yao:
Addressing the EU Sovereign Ratings Using an Ordinal Regression Approach. IEEE Trans. Cybern. 43(6): 2228-2240 (2013) - [j166]Peter Tiño, Siang Yew Chong, Xin Yao:
Complex Coevolutionary Dynamics - Structural Stability and Finite Population Effects. IEEE Trans. Evol. Comput. 17(2): 155-164 (2013) - [j165]Urvesh Bhowan, Mark Johnston, Mengjie Zhang, Xin Yao:
Evolving Diverse Ensembles Using Genetic Programming for Classification With Unbalanced Data. IEEE Trans. Evol. Comput. 17(3): 368-386 (2013) - [j164]Weishan Dong, Tianshi Chen, Peter Tiño, Xin Yao:
Scaling Up Estimation of Distribution Algorithms for Continuous Optimization. IEEE Trans. Evol. Comput. 17(6): 797-822 (2013) - [j163]Shuo Wang, Xin Yao:
Relationships between Diversity of Classification Ensembles and Single-Class Performance Measures. IEEE Trans. Knowl. Data Eng. 25(1): 206-219 (2013) - [j162]Minlong Lin, Ke Tang, Xin Yao:
Dynamic Sampling Approach to Training Neural Networks for Multiclass Imbalance Classification. IEEE Trans. Neural Networks Learn. Syst. 24(4): 647-660 (2013) - [j161]Francisco Fernández-Navarro, Pedro Antonio Gutiérrez, César Hervás-Martínez, Xin Yao:
Negative Correlation Ensemble Learning for Ordinal Regression. IEEE Trans. Neural Networks Learn. Syst. 24(11): 1836-1849 (2013) - [j160]Leandro L. Minku, Xin Yao:
Software effort estimation as a multiobjective learning problem. ACM Trans. Softw. Eng. Methodol. 22(4): 35:1-35:32 (2013) - [j159]Shuo Wang, Xin Yao:
Using Class Imbalance Learning for Software Defect Prediction. IEEE Trans. Reliab. 62(2): 434-443 (2013) - [c218]Yi Mei, Xiaodong Li, Xin Yao:
Decomposing Large-Scale Capacitated Arc Routing Problems using a random route grouping method. IEEE Congress on Evolutionary Computation 2013: 1013-1020 - [c217]Arjun Chandra, Richard Allmendinger, Peter R. Lewis, Xin Yao, Jim Tørresen:
Exposing market mechanism design trade-offs via multi-objective evolutionary search. IEEE Congress on Evolutionary Computation 2013: 1515-1522 - [c216]Shuo Wang, Leandro L. Minku, Xin Yao:
A learning framework for online class imbalance learning. CIEL 2013: 36-45 - [c215]Haobo Fu, Bernhard Sendhoff, Ke Tang, Xin Yao:
Finding Robust Solutions to Dynamic Optimization Problems. EvoApplications 2013: 616-625 - [c214]Xin Yao:
Challenges and opportunities in dynamic optimisation. GECCO (Companion) 2013: 1761-1762 - [c213]Rui Wang, Weishan Dong, Yu Wang, Ke Tang, Xin Yao:
Pipe failure prediction: A data mining method. ICDE 2013: 1208-1218 - [c212]Yang Yu, Xin Yao, Zhi-Hua Zhou:
On the Approximation Ability of Evolutionary Optimization with Application to Minimum Set Cover: Extended Abstract. IJCAI 2013: 3190-3194 - [c211]Shuo Wang, Leandro L. Minku, Davide Ghezzi, Daniele Caltabiano, Peter Tiño, Xin Yao:
Concept drift detection for online class imbalance learning. IJCNN 2013: 1-10 - [c210]Huanhuan Chen, Fengzhen Tang, Peter Tiño, Xin Yao:
Model-based kernel for efficient time series analysis. KDD 2013: 392-400 - [c209]Georg Nebehay, Walter Chibamu, Peter R. Lewis, Arjun Chandra, Roman P. Pflugfelder, Xin Yao:
Can Diversity amongst Learners Improve Online Object Tracking? MCS 2013: 212-223 - [c208]Juan Wang, Ke Tang, Xin Yao:
A memetic algorithm for uncertain Capacitated Arc Routing Problems. Memetic Computing 2013: 72-79 - [c207]Leandro L. Minku, Xin Yao:
An analysis of multi-objective evolutionary algorithms for training ensemble models based on different performance measures in software effort estimation. PROMISE 2013: 8:1-8:10 - [c206]Liyan Song, Leandro L. Minku, Xin Yao:
The impact of parameter tuning on software effort estimation using learning machines. PROMISE 2013: 9:1-9:10 - [c205]Lukas Esterle, Peter R. Lewis, Horatio Caine, Xin Yao, Bernhard Rinner:
CamSim: A Distributed Smart Camera Network Simulator. SASO Workshops 2013: 19-20 - [c204]Peter R. Lewis, Lukas Esterle, Arjun Chandra, Bernhard Rinner, Xin Yao:
Learning to be Different: Heterogeneity and Efficiency in Distributed Smart Camera Networks. SASO 2013: 209-218 - [c203]Xin Yao:
Some Recent Work on Multi-objective Approaches to Search-Based Software Engineering. SSBSE 2013: 4-15 - [c202]Wei Fang, Jun Sun, Xiaojun Wu, Xin Yao:
Re-scheduling in railway networks. UKCI 2013: 342-352 - [p12]Philipp Rohlfshagen, Xin Yao:
Dynamic Combinatorial Optimization Problems: A Fitness Landscape Analysis. Metaheuristics for Dynamic Optimization 2013: 79-97 - [p11]Bahriye Akay, Xin Yao:
Recent Advances in Evolutionary Algorithms for Job Shop Scheduling. Automated Scheduling and Planning 2013: 191-224 - [p10]Trung Thanh Nguyen, Xin Yao:
Dynamic Time-Linkage Evolutionary Optimization: Definitions and Potential Solutions. Metaheuristics for Dynamic Optimization 2013: 371-395 - [e12]Hujun Yin, Ke Tang, Yang Gao, Frank Klawonn, Minho Lee, Thomas Weise, Bin Li, Xin Yao:
Intelligent Data Engineering and Automated Learning - IDEAL 2013 - 14th International Conference, IDEAL 2013, Hefei, China, October 20-23, 2013. Proceedings. Lecture Notes in Computer Science 8206, Springer 2013, ISBN 978-3-642-41277-6 [contents] - [i12]Pu Wang, Michael Emmerich, Rui Li, Ke Tang, Thomas Bäck, Xin Yao:
Convex Hull-Based Multi-objective Genetic Programming for Maximizing ROC Performance. CoRR abs/1303.3145 (2013) - [i11]Jun He, Xin Yao:
Average Drift Analysis and Population Scalability. CoRR abs/1308.3080 (2013) - [i10]Jun He, Feidun He, Xin Yao:
A Unified Markov Chain Approach to Analysing Randomised Search Heuristics. CoRR abs/1312.2368 (2013) - 2012
- [j158]Yang Yu, Xin Yao, Zhi-Hua Zhou:
On the approximation ability of evolutionary optimization with application to minimum set cover. Artif. Intell. 180-181: 20-33 (2012) - [j157]Mohammad Shafiul Alam, Md. Monirul Islam, Xin Yao, Kazuyuki Murase:
Diversity Guided Evolutionary Programming: A novel approach for continuous optimization. Appl. Soft Comput. 12(6): 1693-1707 (2012) - [j156]Jinzhong Niu, Kai Cai, Simon Parsons, Maria Fasli, Xin Yao:
A grey-box approach to automated mechanism design. Electron. Commer. Res. Appl. 11(1): 24-35 (2012) - [j155]James M. Whitacre, Philipp Rohlfshagen, Axel Bender, Xin Yao:
Evolutionary mechanics: new engineering principles for the emergence of flexibility in a dynamic and uncertain world. Nat. Comput. 11(3): 431-448 (2012) - [j154]Per Kristian Lehre, Frank Neumann, Jonathan E. Rowe, Xin Yao:
Editorial to the special issue on "Theoretical Foundations of Evolutionary Computation". Theor. Comput. Sci. 425: 2-3 (2012) - [j153]Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao:
A large population size can be unhelpful in evolutionary algorithms. Theor. Comput. Sci. 436: 54-70 (2012) - [j152]Siang Yew Chong, Peter Tiño, Day Chyi Ku, Xin Yao:
Improving Generalization Performance in Co-Evolutionary Learning. IEEE Trans. Evol. Comput. 16(1): 70-85 (2012) - [j151]Xiaodong Li, Xin Yao:
Cooperatively Coevolving Particle Swarms for Large Scale Optimization. IEEE Trans. Evol. Comput. 16(2): 210-224 (2012) - [j150]Per Kristian Lehre, Xin Yao:
On the Impact of Mutation-Selection Balance on the Runtime of Evolutionary Algorithms. IEEE Trans. Evol. Comput. 16(2): 225-241 (2012) - [j149]Trung Thanh Nguyen, Xin Yao:
Continuous Dynamic Constrained Optimization - The Challenges. IEEE Trans. Evol. Comput. 16(6): 769-786 (2012) - [j148]Leandro L. Minku, Xin Yao:
DDD: A New Ensemble Approach for Dealing with Concept Drift. IEEE Trans. Knowl. Data Eng. 24(4): 619-633 (2012) - [j147]Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao:
Semisupervised Classification With Cluster Regularization. IEEE Trans. Neural Networks Learn. Syst. 23(11): 1779-1792 (2012) - [j146]Jonathan Tate, Benjamin Woolford-Lim, Iain Bate, Xin Yao:
Evolutionary and Principled Search Strategies for Sensornet Protocol Optimization. IEEE Trans. Syst. Man Cybern. Part B 42(1): 163-180 (2012) - [j145]Shuo Wang, Xin Yao:
Multiclass Imbalance Problems: Analysis and Potential Solutions. IEEE Trans. Syst. Man Cybern. Part B 42(4): 1119-1130 (2012) - [j144]Zhenyu Yang, Xiaoli Li, Chris P. Bowers, Thorsten Schnier, Ke Tang, Xin Yao:
An Efficient Evolutionary Approach to Parameter Identification in a Building Thermal Model. IEEE Trans. Syst. Man Cybern. Part C 42(6): 957-969 (2012) - [j143]Xin Yao:
Ubiquity symposium: Evolutionary computation and the processes of life: the essence of evolutionary computation. Ubiquity 2012(September): 2:1-2:8 (2012) - [c201]Haobo Fu, Bernhard Sendhoff, Ke Tang, Xin Yao:
Characterizing environmental changes in Robust Optimization Over Time. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c200]Bernhard Rinner, Bernhard Dieber, Lukas Esterle, Peter R. Lewis, Xin Yao:
Resource-aware configuration in smart camera networks. CVPR Workshops 2012: 58-65 - [c199]Mark Harman, Edmund K. Burke, John A. Clark, Xin Yao:
Dynamic adaptive search based software engineering. ESEM 2012: 1-8 - [c198]Leandro L. Minku, Dirk Sudholt, Xin Yao:
Evolutionary algorithms for the project scheduling problem: runtime analysis and improved design. GECCO 2012: 1221-1228 - [c197]Francisco Fernández-Navarro, Huanhuan Chen, Pedro Antonio Gutiérrez, César Hervás-Martínez, Xin Yao:
Neural Network Ensembles to Determine Growth Multi-classes in Predictive Microbiology. HAIS (2) 2012: 308-318 - [c196]Lukas Esterle, Bernhard Rinner, Peter R. Lewis, Xin Yao:
Improved adaptivity and robustness in decentralised multi-camera networks. ICDSC 2012: 1-6 - [c195]Xiaoxing Yang, Ke Tang, Xin Yao:
A Learning-to-Rank Algorithm for Constructing Defect Prediction Models. IDEAL 2012: 167-175 - [c194]Leandro L. Minku, Xin Yao:
Using unreliable data for creating more reliable online learners. IJCNN 2012: 1-8 - [c193]Andrea Mambrini, Dirk Sudholt, Xin Yao:
Homogeneous and Heterogeneous Island Models for the Set Cover Problem. PPSN (1) 2012: 11-20 - [c192]Qiang Huang, Thomas White, Guanbo Jia, Mirco Musolesi, Nil Turan, Ke Tang, Shan He, John K. Heath, Xin Yao:
Community Detection Using Cooperative Co-evolutionary Differential Evolution. PPSN (2) 2012: 235-244 - [c191]Michalis Mavrovouniotis, Shengxiang Yang, Xin Yao:
A Benchmark Generator for Dynamic Permutation-Encoded Problems. PPSN (2) 2012: 508-517 - [c190]Leandro L. Minku, Xin Yao:
Can cross-company data improve performance in software effort estimation? PROMISE 2012: 69-78 - [c189]Xin Yao:
Unpacking and Understanding Evolutionary Algorithms. WCCI 2012: 60-76 - [p9]David W. Corne, Kalyanmoy Deb, Joshua D. Knowles, Xin Yao:
Selected Aspects of Natural Computing. Handbook of Natural Computing 2012: 1737-1801 - [i9]Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao:
A Large Population Size Can Be Unhelpful in Evolutionary Algorithms. CoRR abs/1208.2345 (2012) - [i8]Huanhuan Chen, Peter Tiño, Xin Yao, Ali Rodan:
Learning in the Model Space for Fault Diagnosis. CoRR abs/1210.8291 (2012) - 2011
- [j142]Xin Yu, Ke Tang, Xin Yao:
Immigrant schemes for evolutionary algorithms in dynamic environments: Adapting the replacement rate. Sci. China Inf. Sci. 54(7): 1352-1364 (2011) - [j141]Matteo De Felice, Xin Yao:
Short-Term Load Forecasting with Neural Network Ensembles: A Comparative Study [Application Notes]. IEEE Comput. Intell. Mag. 6(3): 47-56 (2011) - [j140]Per Kristian Lehre, Xin Yao:
Crossover can be constructive when computing unique input-output sequences. Soft Comput. 15(9): 1675-1687 (2011) - [j139]Philipp Rohlfshagen, Xin Yao:
Dynamic combinatorial optimisation problems: an analysis of the subset sum problem. Soft Comput. 15(9): 1723-1734 (2011) - [j138]Zhenyu Yang, Ke Tang, Xin Yao:
Scalability of generalized adaptive differential evolution for large-scale continuous optimization. Soft Comput. 15(11): 2141-2155 (2011) - [j137]Yi Mei, Ke Tang, Xin Yao:
Decomposition-Based Memetic Algorithm for Multiobjective Capacitated Arc Routing Problem. IEEE Trans. Evol. Comput. 15(2): 151-165 (2011) - [j136]Kata Praditwong, Mark Harman, Xin Yao:
Software Module Clustering as a Multi-Objective Search Problem. IEEE Trans. Software Eng. 37(2): 264-282 (2011) - [j135]Lining Xing, Philipp Rohlfshagen, Ying-Wu Chen, Xin Yao:
A Hybrid Ant Colony Optimization Algorithm for the Extended Capacitated Arc Routing Problem. IEEE Trans. Syst. Man Cybern. Part B 41(4): 1110-1123 (2011) - [j134]Mohammad Shafiul Alam, Md. Monirul Islam, Xin Yao, Kazuyuki Murase:
Recurring Two-Stage Evolutionary Programming: A Novel Approach for Numeric Optimization. IEEE Trans. Syst. Man Cybern. Part B 41(5): 1352-1365 (2011) - [j133]Yi Mei, K. Tang, Xin Yao:
A Memetic Algorithm for Periodic Capacitated Arc Routing Problem. IEEE Trans. Syst. Man Cybern. Part B 41(6): 1654-1667 (2011) - [c188]Peter R. Lewis, Paul Marrow, Xin Yao:
A diversity dilemma in evolutionary markets. ICEC 2011: 29:1-29:10 - [c187]Edward Robinson, Peter McBurney, Xin Yao:
Market niching in multi-attribute computational resource allocation systems. ICEC 2011: 32:1-32:10 - [c186]Edward Robinson, Peter McBurney, Xin Yao:
Co-learning Segmentation in Marketplaces. ALA 2011: 1-20 - [c185]Pu Wang, Ke Tang, Edward P. K. Tsang, Xin Yao:
A Memetic Genetic Programming with decision tree-based local search for classification problems. IEEE Congress on Evolutionary Computation 2011: 917-924 - [c184]Xiaofen Lu, Ke Tang, Xin Yao:
Classification-assisted Differential Evolution for computationally expensive problems. IEEE Congress on Evolutionary Computation 2011: 1986-1993 - [c183]Matteo De Felice, Xin Yao:
Neural networks ensembles for short-term load forecasting. CIASG 2011: 61-68 - [c182]Marcin Bogdanski, Peter R. Lewis, Tobias Becker, Xin Yao:
Improving Scheduling Techniques in Heterogeneous Systems with Dynamic, On-Line Optimisations. CISIS 2011: 496-501 - [c181]Guanzhou Lu, Jinlong Li, Xin Yao:
Fitness-Probability Cloud and a Measure of Problem Hardness for Evolutionary Algorithms. EvoCOP 2011: 108-117 - [c180]Stephan Cathabard, Per Kristian Lehre, Xin Yao:
Non-uniform mutation rates for problems with unknown solution lengths. FOGA 2011: 173-180 - [c179]Ben Jones, Andrea Soltoggio, Bernhard Sendhoff, Xin Yao:
Evolution of neural symmetry and its coupled alignment to body plan morphology. GECCO 2011: 235-242 - [c178]Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao:
Smart use of computational resources based on contribution for cooperative co-evolutionary algorithms. GECCO 2011: 1115-1122 - [c177]Xin Yao:
The Evolution of Evolutionary Computation. ICAIS 2011: 4 - [c176]Lukas Esterle, Peter R. Lewis, Marcin Bogdanski, Bernhard Rinner, Xin Yao:
A socio-economic approach to online vision graph generation and handover in distributed smart camera networks. ICDSC 2011: 1-6 - [c175]Jinlong Li, Guanzhou Lu, Xin Yao:
Fitness Landscape-Based Parameter Tuning Method for Evolutionary Algorithms for Computing Unique Input Output Sequences. ICONIP (2) 2011: 453-460 - [c174]Leandro L. Minku, Xin Yao:
A principled evaluation of ensembles of learning machines for software effort estimation. PROMISE 2011: 9 - [c173]Peter R. Lewis, Arjun Chandra, Shaun Parsons, Edward Robinson, Kyrre Glette, Rami Bahsoon, Jim Tørresen, Xin Yao:
A Survey of Self-Awareness and Its Application in Computing Systems. SASO Workshops 2011: 102-107 - [p8]Pietro S. Oliveto, Xin Yao:
Runtime Analysis of Evolutionary Algorithms for Discrete Optimization. Theory of Randomized Search Heuristics 2011: 21-52 - [i7]James M. Whitacre, Philipp Rohlfshagen, Axel Bender, Xin Yao:
Evolutionary Mechanics: new engineering principles for the emergence of flexibility in a dynamic and uncertain world. CoRR abs/1101.4103 (2011) - [i6]Tianshi Chen, Yunji Chen, Ke Tang, Guoliang Chen, Xin Yao:
The Impact of Mutation Rate on the Computation Time of Evolutionary Dynamic Optimization. CoRR abs/1106.0566 (2011) - [i5]Weishan Dong, Tianshi Chen, Peter Tiño, Xin Yao:
Scaling Up Estimation of Distribution Algorithms For Continuous Optimization. CoRR abs/1111.2221 (2011) - 2010
- [j132]Enrico H. Gerding, Peter McBurney, Xin Yao:
Market-based control of computational systems: introduction to the special issue. Auton. Agents Multi Agent Syst. 21(2): 109-114 (2010) - [j131]Peter R. Lewis, Paul Marrow, Xin Yao:
Resource allocation in decentralised computational systems: an evolutionary market-based approach. Auton. Agents Multi Agent Syst. 21(2): 143-171 (2010) - [j130]Juan Carlos Cuevas-Tello, Peter Tiño, Somak Raychaudhury, Xin Yao, Markus Harva:
Uncovering delayed patterns in noisy and irregularly sampled time series: An astronomy application. Pattern Recognit. 43(3): 1165-1179 (2010) - [j129]Tianshi Chen, Jun He, Guoliang Chen, Xin Yao:
Choosing selection pressure for wide-gap problems. Theor. Comput. Sci. 411(6): 926-934 (2010) - [j128]Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao:
Analysis of Computational Time of Simple Estimation of Distribution Algorithms. IEEE Trans. Evol. Comput. 14(1): 1-22 (2010) - [j127]Lining Xing, Philipp Rohlfshagen, Ying-Wu Chen, Xin Yao:
An Evolutionary Approach to the Multidepot Capacitated Arc Routing Problem. IEEE Trans. Evol. Comput. 14(3): 356-374 (2010) - [j126]Fei Peng, Ke Tang, Guoliang Chen, Xin Yao:
Population-Based Algorithm Portfolios for Numerical Optimization. IEEE Trans. Evol. Comput. 14(5): 782-800 (2010) - [j125]Leandro L. Minku, Allan P. White, Xin Yao:
The Impact of Diversity on Online Ensemble Learning in the Presence of Concept Drift. IEEE Trans. Knowl. Data Eng. 22(5): 730-742 (2010) - [j124]Huanhuan Chen, Xin Yao:
Multiobjective Neural Network Ensembles Based on Regularized Negative Correlation Learning. IEEE Trans. Knowl. Data Eng. 22(12): 1738-1751 (2010) - [j123]Ping Sun, Xin Yao:
Sparse approximation through boosting for learning large scale kernel machines. IEEE Trans. Neural Networks 21(6): 883-894 (2010) - [j122]