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@article{DBLP:journals/ijon/SongMXC24,
author = {Changwei Song and
Yongjie Ma and
Yang Xu and
Hong Chen},
title = {Multi-population evolutionary neural architecture search with stacked
generalization},
journal = {Neurocomputing},
volume = {587},
pages = {127664},
year = {2024},
url = {https://doi.org/10.1016/j.neucom.2024.127664},
doi = {10.1016/J.NEUCOM.2024.127664},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/SongMXC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/AslamAMCR24,
author = {Saba Aslam and
Hafsa Aslam and
Arslan Manzoor and
Hui Chen and
Abdur Rasool},
title = {AntiPhishStack: LSTM-Based Stacked Generalization Model for Optimized
Phishing {URL} Detection},
journal = {Symmetry},
volume = {16},
number = {2},
pages = {248},
year = {2024},
url = {https://doi.org/10.3390/sym16020248},
doi = {10.3390/SYM16020248},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/symmetry/AslamAMCR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/StrajnikovAYAK24,
author = {Pavel Strajnikov and
Nissim Amar and
Vladimir Yuhimenko and
Ilan Aharon and
Alon Kuperman},
title = {Design Constraints Generalization for Series-Stacked Buffer-Based
Active {DC} Links},
journal = {{IEEE} Trans. Ind. Electron.},
volume = {71},
number = {2},
pages = {2133--2136},
year = {2024},
url = {https://doi.org/10.1109/TIE.2023.3260341},
doi = {10.1109/TIE.2023.3260341},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tie/StrajnikovAYAK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08947,
author = {Saba Aslam and
Hafsa Aslam and
Arslan Manzoor and
Chen Hui and
Abdur Rasool},
title = {AntiPhishStack: LSTM-based Stacked Generalization Model for Optimized
Phishing {URL} Detection},
journal = {CoRR},
volume = {abs/2401.08947},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08947},
doi = {10.48550/ARXIV.2401.08947},
eprinttype = {arXiv},
eprint = {2401.08947},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08947.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/ElaanbaRH23,
author = {Abdelfettah Elaanba and
Mohammed Ridouani and
Larbi Hassouni},
title = {A Stacked Generalization Chest-X-Ray-Based Framework for Mispositioned
Medical Tubes and Catheters Detection},
journal = {Biomed. Signal Process. Control.},
volume = {79},
number = {Part},
pages = {104111},
year = {2023},
url = {https://doi.org/10.1016/j.bspc.2022.104111},
doi = {10.1016/J.BSPC.2022.104111},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bspc/ElaanbaRH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/AlbuBC23,
author = {Alexandra{-}Ioana Albu and
Maria{-}Iuliana Bocicor and
Gabriela Czibula},
title = {\emph{MM-StackEns}: {A} new deep multimodal stacked generalization
approach for protein-protein interaction prediction},
journal = {Comput. Biol. Medicine},
volume = {153},
pages = {106526},
year = {2023},
url = {https://doi.org/10.1016/j.compbiomed.2022.106526},
doi = {10.1016/J.COMPBIOMED.2022.106526},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/AlbuBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecoi/AlaouiI23,
author = {Omar El Alaoui and
Ali Idri},
title = {Predicting the potential distribution of wheatear birds using stacked
generalization-based ensembles},
journal = {Ecol. Informatics},
volume = {75},
pages = {102084},
year = {2023},
url = {https://doi.org/10.1016/j.ecoinf.2023.102084},
doi = {10.1016/J.ECOINF.2023.102084},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ecoi/AlaouiI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/JeyabalanYSH23,
author = {Saranya Devi Jeyabalan and
Nancy Jane Yesudhas and
Jayashree Sathyanarayanan and
Khanna Nehemiah Harichandran},
title = {Forecasting Covid-19 outbreak using {CLR} optimized stacked generalization
computational models},
journal = {J. Intell. Fuzzy Syst.},
volume = {45},
number = {4},
pages = {5551--5566},
year = {2023},
url = {https://doi.org/10.3233/jifs-231229},
doi = {10.3233/JIFS-231229},
timestamp = {Mon, 18 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jifs/JeyabalanYSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ngc/SisodiaS23,
author = {Deepti Sisodia and
Dilip Singh Sisodia},
title = {Stacked Generalization Architecture for Predicting Publisher Behaviour
from Highly Imbalanced User-Click Data Set for Click Fraud Detection},
journal = {New Gener. Comput.},
volume = {41},
number = {3},
pages = {581--606},
year = {2023},
url = {https://doi.org/10.1007/s00354-023-00218-1},
doi = {10.1007/S00354-023-00218-1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ngc/SisodiaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/TanZWC23,
author = {Yandan Tan and
Hongbin Zhu and
Jie Wu and
Hongfeng Chai},
editor = {Kobi Gal and
Ann Now{\'{e}} and
Grzegorz J. Nalepa and
Roy Fairstein and
Roxana Radulescu},
title = {Tab-Attention: Self-Attention-Based Stacked Generalization for Imbalanced
Credit Default Prediction},
booktitle = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence,
September 30 - October 4, 2023, Krak{\'{o}}w, Poland - Including
12th Conference on Prestigious Applications of Intelligent Systems
{(PAIS} 2023)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {372},
pages = {2322--2329},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230532},
doi = {10.3233/FAIA230532},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/TanZWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/DakshitP23a,
author = {Sagnik Dakshit and
Balakrishnan Prabhakaran},
title = {Twelve Lead Double Stacked Generalization for {ECG} Classification},
booktitle = {11th {IEEE} International Conference on Healthcare Informatics, {ICHI}
2023, Houston, TX, USA, June 26-29, 2023},
pages = {245--251},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICHI57859.2023.00041},
doi = {10.1109/ICHI57859.2023.00041},
timestamp = {Mon, 22 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ichi/DakshitP23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-01688,
author = {Yandan Tan and
Hongbin Zhu and
Jie Wu and
Hongfeng Chai},
title = {Tab-Attention: Self-Attention-based Stacked Generalization for Imbalanced
Credit Default Prediction},
journal = {CoRR},
volume = {abs/2312.01688},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.01688},
doi = {10.48550/ARXIV.2312.01688},
eprinttype = {arXiv},
eprint = {2312.01688},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-01688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caeai/NiyogisubizoLNM22,
author = {Jovial Niyogisubizo and
Lyuchao Liao and
Eric Nziyumva and
Evariste Murwanashyaka and
Pierre Claver Nshimyumukiza},
title = {Predicting student's dropout in university classes using two-layer
ensemble machine learning approach: {A} novel stacked generalization},
journal = {Comput. Educ. Artif. Intell.},
volume = {3},
pages = {100066},
year = {2022},
url = {https://doi.org/10.1016/j.caeai.2022.100066},
doi = {10.1016/J.CAEAI.2022.100066},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/caeai/NiyogisubizoLNM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cj/LiuL22,
author = {Xiaoyang Liu and
Xiang Li},
title = {A Social Network Link Prediction Method Based on Stacked Generalization},
journal = {Comput. J.},
volume = {65},
number = {10},
pages = {2693--2708},
year = {2022},
url = {https://doi.org/10.1093/comjnl/bxab102},
doi = {10.1093/COMJNL/BXAB102},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cj/LiuL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/KumarLA22,
author = {Nikhil Kumar and
Divya Lohani and
Debopam Acharya},
title = {Vehicle accident sub-classification modeling using stacked generalization:
{A} multisensor fusion approach},
journal = {Future Gener. Comput. Syst.},
volume = {133},
pages = {39--52},
year = {2022},
url = {https://doi.org/10.1016/j.future.2022.03.005},
doi = {10.1016/J.FUTURE.2022.03.005},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/KumarLA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/PreethaaNRLCPY22,
author = {Sri Preethaa and
Yuvaraj Natarajan and
Arun Pandian Rathinakumar and
Dong{-}Eun Lee and
Young Choi and
Young{-}Jun Park and
Chang{-}Yong Yi},
title = {A Stacked Generalization Model to Enhance Prediction of Earthquake-Induced
Soil Liquefaction},
journal = {Sensors},
volume = {22},
number = {19},
pages = {7292},
year = {2022},
url = {https://doi.org/10.3390/s22197292},
doi = {10.3390/S22197292},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/PreethaaNRLCPY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/MaoXJXS22,
author = {Zehui Mao and
Mingxuan Xia and
Bin Jiang and
Dezhi Xu and
Peng Shi},
title = {Incipient Fault Diagnosis for High-Speed Train Traction Systems via
Stacked Generalization},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {8},
pages = {7624--7633},
year = {2022},
url = {https://doi.org/10.1109/TCYB.2020.3034929},
doi = {10.1109/TCYB.2020.3034929},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/MaoXJXS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/AkhtarLKWHF22,
author = {Faheem Akhtar and
Jianqiang Li and
Zahid Hussain Khand and
Yu{-}Chih Wei and
Khalid Hussain and
Sana Fatima},
editor = {Hong Va Leong and
Sahra Sedigh Sarvestani and
Yuuichi Teranishi and
Alfredo Cuzzocrea and
Hiroki Kashiwazaki and
Dave Towey and
Ji{-}Jiang Yang and
Hossain Shahriar},
title = {An Efficient Small for Gestational Age Prognosis System Using Stacked
Generalization Scheme {(SGS)}},
booktitle = {46th {IEEE} Annual Computers, Software, and Applications Conferenc,
{COMPSAC} 2022, Los Alamitos, CA, USA, June 27 - July 1, 2022},
pages = {1456--1461},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/COMPSAC54236.2022.00231},
doi = {10.1109/COMPSAC54236.2022.00231},
timestamp = {Thu, 11 Aug 2022 16:32:00 +0200},
biburl = {https://dblp.org/rec/conf/compsac/AkhtarLKWHF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3ina/PinemSWSASNAMSU22,
author = {Josua Geovani Pinem and
Aulia Haritsuddin Karisma Muhammad Subekti and
Gembong Satrio Wibowanto and
Siti Shaleha and
Muhammad Reza Alfin and
Agung Septiadi and
Elvira Nurfadhilah and
Dian Isnaeni Nurul Afra and
Jemie Muliadi and
Agung Santosa and
Mohammad Teduh Uliniansyah and
Asril Jarin and
Andi Djalal Latief and
Gunarso and
Hammam Riza},
title = {Sentiment Analysis of Indonesian New Capitol {(IKN)} Tweets by Stacked
Generalization of Deep Learning},
booktitle = {The 2022 International Conference on Computer, Control, Informatics
and Its Applications, {IC3INA} 2022, Virtual Event, Indonesia, November
22-23, 2022},
pages = {204--210},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3575882.3575922},
doi = {10.1145/3575882.3575922},
timestamp = {Sat, 01 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ic3ina/PinemSWSASNAMSU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sccc/MorenoYH22,
author = {Sebasti{\'{a}}n Moreno and
Wilfredo F. Yushimito and
Sebasti{\'{a}}n Hughes},
title = {A Stacked Generalization Ensemble Model for Help Desk Ticket Assignment},
booktitle = {41st International Conference of the Chilean Computer Science Society,
{SCCC} 2022, Santiago, Chile, November 21-25, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SCCC57464.2022.10000332},
doi = {10.1109/SCCC57464.2022.10000332},
timestamp = {Fri, 20 Jan 2023 20:28:35 +0100},
biburl = {https://dblp.org/rec/conf/sccc/MorenoYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08910,
author = {Sruthi Nair and
Abhishek Gupta and
Raunak Joshi and
Vidya Chitre},
title = {Combining Varied Learners for Binary Classification using Stacked
Generalization},
journal = {CoRR},
volume = {abs/2202.08910},
year = {2022},
url = {https://arxiv.org/abs/2202.08910},
eprinttype = {arXiv},
eprint = {2202.08910},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KaushikSKAZH21,
author = {Harshit Kaushik and
Dilbag Singh and
Manjit Kaur and
Hammam A. Alshazly and
Atef Zaguia and
Habib Hamam},
title = {Diabetic Retinopathy Diagnosis From Fundus Images Using Stacked Generalization
of Deep Models},
journal = {{IEEE} Access},
volume = {9},
pages = {108276--108292},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3101142},
doi = {10.1109/ACCESS.2021.3101142},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/KaushikSKAZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KshatriSNBQS21,
author = {Sapna Singh Kshatri and
Deepak Singh and
Bhavana Narain and
Surbhi Bhatia and
Mohammad Tabrez Quasim and
Ganesh Ram Sinha},
title = {An Empirical Analysis of Machine Learning Algorithms for Crime Prediction
Using Stacked Generalization: An Ensemble Approach},
journal = {{IEEE} Access},
volume = {9},
pages = {67488--67500},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3075140},
doi = {10.1109/ACCESS.2021.3075140},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/KshatriSNBQS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LeeYC21,
author = {Geonu Lee and
Kimin Yun and
Jungchan Cho},
title = {Improved Human-Object Interaction Detection Through On-the-Fly Stacked
Generalization},
journal = {{IEEE} Access},
volume = {9},
pages = {34251--34263},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3061208},
doi = {10.1109/ACCESS.2021.3061208},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LeeYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiaoSNLWZ21,
author = {Zhiming Liao and
Mei Su and
Guangfu Ning and
Yonglu Liu and
Tong Wang and
Jie Zhou},
title = {A Novel Stacked Generalization Ensemble-Based Hybrid {PSVM-PMLP-MLR}
Model for Energy Consumption Prediction of Copper Foil Electrolytic
Preparation},
journal = {{IEEE} Access},
volume = {9},
pages = {5821--5831},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2020.3048714},
doi = {10.1109/ACCESS.2020.3048714},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LiaoSNLWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijaiml/Kasthuriarachchi21,
author = {K. T. Sanvitha Kasthuriarachchi and
Sidath R. Liyanage},
title = {Three-Layer Stacked Generalization Architecture With Simulated Annealing
for Optimum Results in Data Mining},
journal = {Int. J. Artif. Intell. Mach. Learn.},
volume = {11},
number = {2},
pages = {1--27},
year = {2021},
url = {https://doi.org/10.4018/ijaiml.20210701.oa10},
doi = {10.4018/IJAIML.20210701.OA10},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijaiml/Kasthuriarachchi21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/AlkenaniLXZ21,
author = {Ahmed H. Alkenani and
Yuefeng Li and
Yue Xu and
Qing Zhang},
title = {Predicting Alzheimer's Disease from Spoken and Written Language Using
Fusion-Based Stacked Generalization},
journal = {J. Biomed. Informatics},
volume = {118},
pages = {103803},
year = {2021},
url = {https://doi.org/10.1016/j.jbi.2021.103803},
doi = {10.1016/J.JBI.2021.103803},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/AlkenaniLXZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/GuindoKCL21,
author = {Mahamed Lamine Guindo and
Muhammad Hilal Kabir and
Rong{-}Qin Chen and
Fei Liu},
title = {Particle Swarm Optimization and Multiple Stacked Generalizations to
Detect Nitrogen and Organic-Matter in Organic-Fertilizer Using Vis-NIR},
journal = {Sensors},
volume = {21},
number = {14},
pages = {4882},
year = {2021},
url = {https://doi.org/10.3390/s21144882},
doi = {10.3390/S21144882},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/GuindoKCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/stvr/EivazpourK21,
author = {Zeinab Eivazpour and
Mohammad Reza Keyvanpour},
title = {{CSSG:} {A} cost-sensitive stacked generalization approach for software
defect prediction},
journal = {Softw. Test. Verification Reliab.},
volume = {31},
number = {5},
year = {2021},
url = {https://doi.org/10.1002/stvr.1761},
doi = {10.1002/STVR.1761},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/stvr/EivazpourK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/BakurovCGFV21,
author = {Illya Bakurov and
Mauro Castelli and
Olivier Gau and
Francesco Fontanella and
Leonardo Vanneschi},
title = {Genetic programming for stacked generalization},
journal = {Swarm Evol. Comput.},
volume = {65},
pages = {100913},
year = {2021},
url = {https://doi.org/10.1016/j.swevo.2021.100913},
doi = {10.1016/J.SWEVO.2021.100913},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/swevo/BakurovCGFV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/GhoshS21a,
author = {Sourodip Ghosh and
KC Santosh},
editor = {Jo{\~{a}}o Rafael Almeida and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
Linlin Shen and
Bridget Kane and
Agma J. M. Traina and
Paolo Soda and
Jos{\'{e}} Lu{\'{\i}}s Oliveira},
title = {Improved Gastrointestinal Screening: Deep Features using Stacked Generalization},
booktitle = {34th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2021, Aveiro, Portugal, June 7-9, 2021},
pages = {196--201},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CBMS52027.2021.00071},
doi = {10.1109/CBMS52027.2021.00071},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/GhoshS21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmhi/NguyenCLP21,
author = {Duc{-}Khanh Nguyen and
Chien{-}Lung Chan and
Ai{-}Hsien Adams Li and
Dinh{-}Van Phan},
title = {Deep Stacked Generalization Ensemble Learning models in early diagnosis
of Depression illness from wearable devices data},
booktitle = {{ICMHI} 2021: 5th International Conference on Medical and Health Informatics,
Kyoto, Japan, May 14-16, 2021},
pages = {7--12},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3472813.3472815},
doi = {10.1145/3472813.3472815},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmhi/NguyenCLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ChengLWLLH21,
author = {Yuan Cheng and
Yuxia Li and
Huanping Wu and
Fan Li and
Yuzhen Li and
Lei He},
title = {Soil Moisture Retrieval Using Stacked Generalization: An Ensemble
Machine Learning Method},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2021, Brussels, Belgium, July 11-16, 2021},
pages = {6984--6987},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IGARSS47720.2021.9554608},
doi = {10.1109/IGARSS47720.2021.9554608},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/ChengLWLLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sepln/CalderonTG21,
author = {Jos{\'{e}} J. Calder{\'{o}}n and
Eric Sadit Tellez and
Mario Graff},
editor = {Manuel Montes and
Paolo Rosso and
Julio Gonzalo and
Mario Ezra Arag{\'{o}}n and
Rodrigo Agerri and
Miguel {\'{A}}ngel {\'{A}}lvarez{-}Carmona and
Elena {\'{A}}lvarez Mellado and
Jorge Carrillo{-}de{-}Albornoz and
Luis Chiruzzo and
Larissa A. de Freitas and
Helena G{\'{o}}mez{-}Adorno and
Yoan Guti{\'{e}}rrez and
Salud Mar{\'{\i}}a Jim{\'{e}}nez Zafra and
Salvador Lima and
Flor Miriam Plaza del Arco and
Mariona Taul{\'{e}}},
title = {{DCCD-INFOTEC} at MeOffendEs@IberLEF21 Subtask 3: {A} Transfer Learning
Approach Based on EvoMSA's Stacked Generalization},
booktitle = {Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021)
co-located with the Conference of the Spanish Society for Natural
Language Processing {(SEPLN} 2021), {XXXVII} International Conference
of the Spanish Society for Natural Language Processing., M{\'{a}}laga,
Spain, September, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2943},
pages = {270--280},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2943/meoffendes\_paper5.pdf},
timestamp = {Sun, 21 Jan 2024 19:26:00 +0100},
biburl = {https://dblp.org/rec/conf/sepln/CalderonTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aeog/CaiLZL20,
author = {Yaotong Cai and
Xinyu Li and
Meng Zhang and
Hui Lin},
title = {Mapping wetland using the object-based stacked generalization method
based on multi-temporal optical and {SAR} data},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {92},
pages = {102164},
year = {2020},
url = {https://doi.org/10.1016/j.jag.2020.102164},
doi = {10.1016/J.JAG.2020.102164},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aeog/CaiLZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/ShiJZ20,
author = {Tianyu Shi and
Huiyan Jiang and
Bin Zheng},
title = {A Stacked Generalization U-shape network based on zoom strategy and
its application in biomedical image segmentation},
journal = {Comput. Methods Programs Biomed.},
volume = {197},
pages = {105678},
year = {2020},
url = {https://doi.org/10.1016/j.cmpb.2020.105678},
doi = {10.1016/J.CMPB.2020.105678},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/ShiJZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LarkinM20,
author = {Taylor Larkin and
Denise Johnson McManus},
title = {An analytical toast to wine: Using stacked generalization to predict
wine preference},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {5},
pages = {451--464},
year = {2020},
url = {https://doi.org/10.1002/sam.11474},
doi = {10.1002/SAM.11474},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LarkinM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/ZhangZLLCL20,
author = {Meng Zhang and
Huaiqing Zhang and
Xinyu Li and
Yang Liu and
Yaotong Cai and
Hui Lin},
title = {Classification of Paddy Rice Using a Stacked Generalization Approach
and the Spectral Mixture Method Based on {MODIS} Time Series},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {13},
pages = {2264--2275},
year = {2020},
url = {https://doi.org/10.1109/JSTARS.2020.2994335},
doi = {10.1109/JSTARS.2020.2994335},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/staeors/ZhangZLLCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccoms/MahaweerawaNK20,
author = {Atchara Mahaweerawa and
Chatree Nilnumpetch and
Pawalai Kraipeerapun},
title = {Applying Stacked Generalization with the Difference of Truth and Falsity
Data to Predict Student's Performance},
booktitle = {5th International Conference on Computer and Communication Systems,
{ICCCS} 2020, Shanghai, China, May 15-18, 2020},
pages = {148--152},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICCCS49078.2020.9118567},
doi = {10.1109/ICCCS49078.2020.9118567},
timestamp = {Mon, 02 Aug 2021 08:40:32 +0200},
biburl = {https://dblp.org/rec/conf/ccoms/MahaweerawaNK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwsm/ElmidaouiCIA20,
author = {Sara Elmidaoui and
Laila Cheikhi and
Ali Idri and
Alain Abran},
editor = {Alain Abran and
{\"{O}}zden {\"{O}}zcan{-}Top},
title = {Predicting Software Maintainability using Ensemble Techniques and
Stacked Generalization},
booktitle = {Joint Proceedings of the 30th International Workshop on Software Measurement
and the 15th International Conference on Software Process and Product
Measurement {(IWSM} Mensura 2020), Mexico City, Mexico, October 29-30,
2020},
series = {{CEUR} Workshop Proceedings},
volume = {2725},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2725/paper9.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:21 +0100},
biburl = {https://dblp.org/rec/conf/iwsm/ElmidaouiCIA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01764,
author = {Kathleen Kerwin and
Nathaniel D. Bastian},
title = {Stacked Generalizations in Imbalanced Fraud Data Sets using Resampling
Methods},
journal = {CoRR},
volume = {abs/2004.01764},
year = {2020},
url = {https://arxiv.org/abs/2004.01764},
eprinttype = {arXiv},
eprint = {2004.01764},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-01764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09756,
author = {Resul Tugay and
Sule G{\"{u}}nd{\"{u}}z {\"{O}}g{\"{u}}d{\"{u}}c{\"{u}}},
title = {Demand Prediction Using Machine Learning Methods and Stacked Generalization},
journal = {CoRR},
volume = {abs/2009.09756},
year = {2020},
url = {https://arxiv.org/abs/2009.09756},
eprinttype = {arXiv},
eprint = {2009.09756},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-09756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-10312,
author = {Ambareesh Ravi},
title = {Stacked Generalization for Human Activity Recognition},
journal = {CoRR},
volume = {abs/2009.10312},
year = {2020},
url = {https://arxiv.org/abs/2009.10312},
eprinttype = {arXiv},
eprint = {2009.10312},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-10312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/ChenWH19,
author = {Kuan{-}Hsi Chen and
Tsai{-}Feng Wang and
Yuh{-}Jyh Hu},
title = {Protein-protein interaction prediction using a hybrid feature representation
and a stacked generalization scheme},
journal = {{BMC} Bioinform.},
volume = {20},
number = {1},
pages = {308:1--308:17},
year = {2019},
url = {https://doi.org/10.1186/s12859-019-2907-1},
doi = {10.1186/S12859-019-2907-1},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/ChenWH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iajit/OguntimilehinAO19,
author = {Abiodun Oguntimilehin and
Olusola Adetunmbi and
Innocent Osho},
title = {Towards achieving optimal performance using stacked generalization
algorithm: a case study of clinical diagnosis of malaria fever},
journal = {Int. Arab J. Inf. Technol.},
volume = {16},
number = {6},
pages = {1074--1081},
year = {2019},
url = {https://iajit.org/index.php?option=com\_content\&task=blogcategory\&id=143\&Itemid=483},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iajit/OguntimilehinAO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/GrenetMCTRD19,
author = {Ingrid Grenet and
Kevin Merlo and
Jean{-}Paul Comet and
Romain Tertiaux and
David Rouqui{\'{e}} and
Fr{\'{e}}d{\'{e}}ric Dayan},
title = {Stacked Generalization with Applicability Domain Outperforms Simple
{QSAR} on in Vitro Toxicological Data},
journal = {J. Chem. Inf. Model.},
volume = {59},
number = {4},
pages = {1486--1496},
year = {2019},
url = {https://doi.org/10.1021/acs.jcim.8b00553},
doi = {10.1021/ACS.JCIM.8B00553},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/GrenetMCTRD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/MohagheghKSSN19,
author = {Hoda Mohaghegh and
Nader Karimi and
S. M. Reza Soroushmehr and
Shadrokh Samavi and
Kayvan Najarian},
title = {Aggregation of Rich Depth-Aware Features in a Modified Stacked Generalization
Model for Single Image Depth Estimation},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {29},
number = {3},
pages = {683--697},
year = {2019},
url = {https://doi.org/10.1109/TCSVT.2018.2808682},
doi = {10.1109/TCSVT.2018.2808682},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/MohagheghKSSN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iov/XiongSZ19,
author = {Shilong Xiong and
Qibo Sun and
Ao Zhou},
editor = {Ching{-}Hsien Hsu and
Sond{\`{e}}s Khemiri{-}Kallel and
Kun{-}Chan Lan and
Zibin Zheng},
title = {Improve the House Price Prediction Accuracy with a Stacked Generalization
Ensemble Model},
booktitle = {Internet of Vehicles. Technologies and Services Toward Smart Cities
- 6th International Conference, {IOV} 2019, Kaohsiung, Taiwan, November
18-21, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11894},
pages = {382--389},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-38651-1\_32},
doi = {10.1007/978-3-030-38651-1\_32},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iov/XiongSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PeyretBKTA18,
author = {Remy Peyret and
Ahmed Bouridane and
Fouad Khelifi and
Muhammad Atif Tahir and
Somaya Ali Al{-}M{\'{a}}adeed},
title = {Automatic classification of colorectal and prostatic histologic tumor
images using multiscale multispectral local binary pattern texture
features and stacked generalization},
journal = {Neurocomputing},
volume = {275},
pages = {83--93},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.05.010},
doi = {10.1016/J.NEUCOM.2017.05.010},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/PeyretBKTA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/RajaramanCXAKAT18,
author = {Sivaramakrishnan Rajaraman and
Sema Candemir and
Zhiyun Xue and
Philip O. Alderson and
Marc D. Kohli and
Joseph Abuya and
George R. Thoma and
Sameer K. Antani},
title = {A novel stacked generalization of models for improved {TB} detection
in chest radiographs},
booktitle = {40th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2018, Honolulu, HI, USA, July
18-21, 2018},
pages = {718--721},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/EMBC.2018.8512337},
doi = {10.1109/EMBC.2018.8512337},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/RajaramanCXAKAT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/McAllisterS18,
author = {Richard McAllister and
John Sheppard},
editor = {Keith Brawner and
Vasile Rus},
title = {Evaluating Spatial Generalization of Stacked Autoencoders in Wind
Vector Determination},
booktitle = {Proceedings of the Thirty-First International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2018, Melbourne, Florida, {USA.}
May 21-23 2018},
pages = {68--73},
publisher = {{AAAI} Press},
year = {2018},
url = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS18/paper/view/17715},
timestamp = {Wed, 26 Oct 2022 08:35:09 +0200},
biburl = {https://dblp.org/rec/conf/flairs/McAllisterS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/DasRBP18,
author = {Arindam Das and
Saikat Roy and
Ujjwal Bhattacharya and
Swapan K. Parui},
title = {Document Image Classification with Intra-Domain Transfer Learning
and Stacked Generalization of Deep Convolutional Neural Networks},
booktitle = {24th International Conference on Pattern Recognition, {ICPR} 2018,
Beijing, China, August 20-24, 2018},
pages = {3180--3185},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICPR.2018.8545630},
doi = {10.1109/ICPR.2018.8545630},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/DasRBP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/BaghoussiM18,
author = {Yassine Baghoussi and
Jo{\~{a}}o Mendes{-}Moreira},
editor = {Hujun Yin and
David Camacho and
Paulo Novais and
Antonio J. Tall{\'{o}}n{-}Ballesteros},
title = {Instance-Based Stacked Generalization for Transfer Learning},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2018
- 19th International Conference, Madrid, Spain, November 21-23, 2018,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11314},
pages = {753--760},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-03493-1\_78},
doi = {10.1007/978-3-030-03493-1\_78},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/BaghoussiM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rtip2r/RahmanS18,
author = {Sheikh Shah Mohammad Motiur Rahman and
Sanjit Kumar Saha},
editor = {KC Santosh and
Ravindra S. Hegadi},
title = {StackDroid: Evaluation of a Multi-level Approach for Detecting the
Malware on Android Using Stacked Generalization},
booktitle = {Recent Trends in Image Processing and Pattern Recognition - Second
International Conference, {RTIP2R} 2018, Solapur, India, December
21-22, 2018, Revised Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1035},
pages = {611--623},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-981-13-9181-1\_53},
doi = {10.1007/978-981-13-9181-1\_53},
timestamp = {Mon, 16 Jan 2023 08:52:16 +0100},
biburl = {https://dblp.org/rec/conf/rtip2r/RahmanS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/BhavanA18,
author = {Anjali Bhavan and
Swati Aggarwal},
title = {Stacked Generalization with Wrapper-Based Feature Selection for Human
Activity Recognition},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2018,
Bangalore, India, November 18-21, 2018},
pages = {1064--1068},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SSCI.2018.8628830},
doi = {10.1109/SSCI.2018.8628830},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/ssci/BhavanA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-09321,
author = {Arindam Das and
Saikat Roy and
Ujjwal Bhattacharya},
title = {Document Image Classification with Intra-Domain Transfer Learning
and Stacked Generalization of Deep Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1801.09321},
year = {2018},
url = {http://arxiv.org/abs/1801.09321},
eprinttype = {arXiv},
eprint = {1801.09321},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-09321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/PetropoulosCSV17,
author = {Anastasios Petropoulos and
Sotirios P. Chatzis and
Vasilis Siakoulis and
Nikos E. Vlachogiannakis},
title = {A stacked generalization system for automated {FOREX} portfolio trading},
journal = {Expert Syst. Appl.},
volume = {90},
pages = {290--302},
year = {2017},
url = {https://doi.org/10.1016/j.eswa.2017.08.011},
doi = {10.1016/J.ESWA.2017.08.011},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/PetropoulosCSV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/CzarnowskiJ17,
author = {Ireneusz Czarnowski and
Piotr Jedrzejowicz},
title = {Learning from examples with data reduction and stacked generalization},
journal = {J. Intell. Fuzzy Syst.},
volume = {32},
number = {2},
pages = {1401--1411},
year = {2017},
url = {https://doi.org/10.3233/JIFS-169137},
doi = {10.3233/JIFS-169137},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/CzarnowskiJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/ZhouCW17,
author = {Ta Zhou and
Fu{-}Lai Chung and
Shitong Wang},
title = {Deep {TSK} Fuzzy Classifier With Stacked Generalization and Triplely
Concise Interpretability Guarantee for Large Data},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {25},
number = {5},
pages = {1207--1221},
year = {2017},
url = {https://doi.org/10.1109/TFUZZ.2016.2604003},
doi = {10.1109/TFUZZ.2016.2604003},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/ZhouCW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmei/GuoWC17,
author = {Lei Guo and
Shunfang Wang and
Zicheng Cao},
editor = {Qingli Li and
Lipo Wang and
Mei Zhou and
Li Sun and
Song Qiu and
Hongying Liu},
title = {An ensemble classifier based on stacked generalization for predicting
membrane protein types},
booktitle = {10th International Congress on Image and Signal Processing, BioMedical
Engineering and Informatics, {CISP-BMEI} 2017, Shanghai, China, October
14-16, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CISP-BMEI.2017.8302278},
doi = {10.1109/CISP-BMEI.2017.8302278},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmei/GuoWC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/data/TugayO17,
author = {Resul Tugay and
Sule G{\"{u}}nd{\"{u}}z {\"{O}}g{\"{u}}d{\"{u}}c{\"{u}}},
editor = {Jorge Bernardino and
Christoph Quix and
Joaquim Filipe},
title = {Demand Prediction using Machine Learning Methods and Stacked Generalization},
booktitle = {Proceedings of the 6th International Conference on Data Science, Technology
and Applications, {DATA} 2017, Madrid, Spain, July 24-26, 2017},
pages = {216--222},
publisher = {SciTePress},
year = {2017},
url = {https://doi.org/10.5220/0006431602160222},
doi = {10.5220/0006431602160222},
timestamp = {Tue, 27 Mar 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/data/TugayO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tpnc/DeyGP17,
author = {Prasenjit Dey and
Abhijit Ghosh and
Tandra Pal},
editor = {Carlos Mart{\'{\i}}n{-}Vide and
Roman Neruda and
Miguel A. Vega{-}Rodr{\'{\i}}guez},
title = {Regularized Stacked Auto-Encoder Based Pre-training for Generalization
of Multi-layer Perceptron},
booktitle = {Theory and Practice of Natural Computing - 6th International Conference,
{TPNC} 2017, Prague, Czech Republic, December 18-20, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10687},
pages = {232--242},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71069-3\_18},
doi = {10.1007/978-3-319-71069-3\_18},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tpnc/DeyGP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X17vm,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Stacked Generalization},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {1173},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_969},
doi = {10.1007/978-1-4899-7687-1\_969},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/X17vm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MalmasiD17,
author = {Shervin Malmasi and
Mark Dras},
title = {Native Language Identification using Stacked Generalization},
journal = {CoRR},
volume = {abs/1703.06541},
year = {2017},
url = {http://arxiv.org/abs/1703.06541},
eprinttype = {arXiv},
eprint = {1703.06541},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MalmasiD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/AlvarezSAGG16,
author = {Aitor {\'{A}}lvarez and
Basilio Sierra and
Andoni Arruti and
Juan Miguel L{\'{o}}pez Gil and
Nestor Garay{-}Vitoria},
title = {Classifier Subset Selection for the Stacked Generalization Method
Applied to Emotion Recognition in Speech},
journal = {Sensors},
volume = {16},
number = {1},
pages = {21},
year = {2016},
url = {https://doi.org/10.3390/s16010021},
doi = {10.3390/S16010021},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/AlvarezSAGG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/LiuYPL16,
author = {Xiliang Liu and
Li Yu and
Peng Peng and
Feng Lu},
editor = {Atsuyuki Morishima and
Lijun Chang and
Tom Z. J. Fu and
Kuien Liu and
Xiaoyan Yang and
Jia Zhu and
Rong Zhang and
Wenjie Zhang and
Zhiwei Zhang},
title = {A Stacked Generalization Framework for City Traffic Related Geospatial
Data Analysis},
booktitle = {Web Technologies and Applications - APWeb 2016 Workshops, WDMA, GAP,
and SDMA, Suzhou, China, September 23-25, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9865},
pages = {265--276},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45835-9\_23},
doi = {10.1007/978-3-319-45835-9\_23},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apweb/LiuYPL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MohagheghSKSN16,
author = {Hoda Mohaghegh and
Shadrokh Samavi and
Nader Karimi and
S. Mohamad R. Soroushmehr and
Kayvan Najarian},
title = {Depth estimation from single images using modified stacked generalization},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {1621--1625},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7471951},
doi = {10.1109/ICASSP.2016.7471951},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MohagheghSKSN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icon-nlp/MajumderEN16,
author = {Amit Majumder and
Asif Ekbal and
Sudip Kumar Naskar},
editor = {Dipti Misra Sharma and
Rajeev Sangal and
Anil Kumar Singh},
title = {Biomolecular Event Extraction using a Stacked Generalization based
Classifier},
booktitle = {Proceedings of the 13th International Conference on Natural Language
Processing, {ICON} 2016, Varanasi, India, December 17-20, 2016},
pages = {55--64},
publisher = {{NLP} Association of India},
year = {2016},
url = {https://aclanthology.org/W16-6308/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icon-nlp/MajumderEN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/CzarnowskiJ16,
author = {Ireneusz Czarnowski and
Piotr Jedrzejowicz},
title = {An approach to machine classification based on stacked generalization
and instance selection},
booktitle = {2016 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2016, Budapest, Hungary, October 9-12, 2016},
pages = {4836--4841},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SMC.2016.7844994},
doi = {10.1109/SMC.2016.7844994},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/CzarnowskiJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HanW16b,
author = {Zhen Han and
Alyson G. Wilson},
title = {Dynamic Stacked Generalization for Node Classification on Networks},
journal = {CoRR},
volume = {abs/1610.04804},
year = {2016},
url = {http://arxiv.org/abs/1610.04804},
eprinttype = {arXiv},
eprint = {1610.04804},
timestamp = {Wed, 01 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HanW16b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/FataiLA15,
author = {Anifowose Fatai and
Jane Labadin and
Abdulazeez Abdulraheem},
title = {Improving the prediction of petroleum reservoir characterization with
a stacked generalization ensemble model of support vector machines},
journal = {Appl. Soft Comput.},
volume = {26},
pages = {483--496},
year = {2015},
url = {https://doi.org/10.1016/j.asoc.2014.10.017},
doi = {10.1016/J.ASOC.2014.10.017},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/FataiLA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jucs/Allende-CidAMM15,
author = {H{\'{e}}ctor Allende{-}Cid and
H{\'{e}}ctor Allende and
Ra{\'{u}}l Monge and
Claudio Moraga},
title = {Discrete Neighborhood Representations and Modified Stacked Generalization
Methods for Distributed Regression},
journal = {J. Univers. Comput. Sci.},
volume = {21},
number = {6},
pages = {842--855},
year = {2015},
url = {http://www.jucs.org/jucs\_21\_6/discrete\_neighborhood\_representations\_and},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jucs/Allende-CidAMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/LorenteLS15,
author = {M. Paz {Sesmero Lorente} and
Agapito Ledezma and
Araceli Sanchis},
title = {Generating ensembles of heterogeneous classifiers using Stacked Generalization},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {5},
number = {1},
pages = {21--34},
year = {2015},
url = {https://doi.org/10.1002/widm.1143},
doi = {10.1002/WIDM.1143},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/LorenteLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionlp/KimR15,
author = {Youngjun Kim and
Ellen Riloff},
editor = {Kevin Bretonnel Cohen and
Dina Demner{-}Fushman and
Sophia Ananiadou and
Jun'ichi Tsujii},
title = {Stacked Generalization for Medical Concept Extraction from Clinical
Notes},
booktitle = {Proceedings of the Workshop on Biomedical Natural Language Processing,
BioNLP@IJCNLP 2015, Beijing, China, July 30, 2015},
pages = {61--70},
publisher = {Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.18653/v1/W15-3807},
doi = {10.18653/V1/W15-3807},
timestamp = {Fri, 06 Aug 2021 00:41:21 +0200},
biburl = {https://dblp.org/rec/conf/bionlp/KimR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/MoreauJLV15,
author = {Erwan Moreau and
Arun Jayapal and
Gerard Lynch and
Carl Vogel},
editor = {Linda Cappellato and
Nicola Ferro and
Gareth J. F. Jones and
Eric SanJuan},
title = {Author Verification: Basic Stacked Generalization Applied To Predictions
from a Set of Heterogeneous Learners - Notebook for {PAN} at {CLEF}
2015},
booktitle = {Working Notes of {CLEF} 2015 - Conference and Labs of the Evaluation
forum, Toulouse, France, September 8-11, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1391},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1391/132-CR.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:42 +0100},
biburl = {https://dblp.org/rec/conf/clef/MoreauJLV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/KraipeerapunA15,
author = {Pawalai Kraipeerapun and
Somkid Amornsamankul},
title = {Using stacked generalization and complementary neural networks to
predict Parkinson's disease},
booktitle = {11th International Conference on Natural Computation, {ICNC} 2015,
Zhangjiajie, China, August 15-17, 2015},
pages = {1290--1294},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICNC.2015.7378178},
doi = {10.1109/ICNC.2015.7378178},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/icnc/KraipeerapunA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/DinakarWLS14,
author = {Karthik Dinakar and
Emily Weinstein and
Henry Lieberman and
Robert Louis Selman},
editor = {Eytan Adar and
Paul Resnick and
Munmun De Choudhury and
Bernie Hogan and
Alice Oh},
title = {Stacked Generalization Learning to Analyze Teenage Distress},
booktitle = {Proceedings of the Eighth International Conference on Weblogs and
Social Media, {ICWSM} 2014, Ann Arbor, Michigan, USA, June 1-4, 2014},
publisher = {The {AAAI} Press},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM14/paper/view/8076},
timestamp = {Tue, 26 Apr 2022 13:37:31 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/DinakarWLS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwbbio/HuLL14,
author = {Yuh{-}Jyh Hu and
Shun{-}Chien Lin and
Yu{-}Lung Lin},
editor = {Ignacio Rojas and
Francisco M. Ortu{\~{n}}o Guzman},
title = {Applying Stacked and Cascade Generalizations to B-cell Epitope Prediction},
booktitle = {International Work-Conference on Bioinformatics and Biomedical Engineering,
{IWBBIO} 2014, Granada, Spain, April 7-9, 2014},
pages = {1154--1163},
publisher = {Copicentro Editorial},
year = {2014},
url = {http://iwbbio.ugr.es/2014/papers/IWBBIO\_2014\_paper\_120.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwbbio/HuLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/TzanisBV12,
author = {George Tzanis and
Christos Berberidis and
Ioannis P. Vlahavas},
title = {StackTIS: {A} stacked generalization approach for effective prediction
of translation initiation sites},
journal = {Comput. Biol. Medicine},
volume = {42},
number = {1},
pages = {61--69},
year = {2012},
url = {https://doi.org/10.1016/j.compbiomed.2011.10.009},
doi = {10.1016/J.COMPBIOMED.2011.10.009},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/TzanisBV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icst/JonssonBSE12,
author = {Leif Jonsson and
David Broman and
Kristian Sandahl and
Sigrid Eldh},
editor = {Giuliano Antoniol and
Antonia Bertolino and
Yvan Labiche},
title = {Towards Automated Anomaly Report Assignment in Large Complex Systems
Using Stacked Generalization},
booktitle = {Fifth {IEEE} International Conference on Software Testing, Verification
and Validation, {ICST} 2012, Montreal, QC, Canada, April 17-21, 2012},
pages = {437--446},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICST.2012.124},
doi = {10.1109/ICST.2012.124},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icst/JonssonBSE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-0171,
author = {Mete Ozay and
Fatos T. Yarman{-}Vural},
title = {A New Fuzzy Stacked Generalization Technique for Deep learning and
Analysis of its Performance},
journal = {CoRR},
volume = {abs/1204.0171},
year = {2012},
url = {http://arxiv.org/abs/1204.0171},
eprinttype = {arXiv},
eprint = {1204.0171},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-0171.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdim/LiLNSL11,
author = {Ning Li and
Zhanhuai Li and
Yanming Nie and
Xiling Sun and
Xia Li},
title = {Predicting software black-box defects using stacked generalization},
booktitle = {Sixth {IEEE} International Conference on Digital Information Management,
{ICDIM} 2011, Melbourne, Australia, September 26-28, 2011},
pages = {294--299},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICDIM.2011.6093330},
doi = {10.1109/ICDIM.2011.6093330},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdim/LiLNSL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1105-5466,
author = {Kai Ming Ting and
Ian H. Witten},
title = {Issues in Stacked Generalization},
journal = {CoRR},
volume = {abs/1105.5466},
year = {2011},
url = {http://arxiv.org/abs/1105.5466},
eprinttype = {arXiv},
eprint = {1105.5466},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1105-5466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/LedezmaASB10,
author = {Agapito Ledezma and
Ricardo Aler and
Araceli Sanchis and
Daniel Borrajo},
title = {GA-stacking: Evolutionary stacked generalization},
journal = {Intell. Data Anal.},
volume = {14},
number = {1},
pages = {89--119},
year = {2010},
url = {https://doi.org/10.3233/IDA-2010-0410},
doi = {10.3233/IDA-2010-0410},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/LedezmaASB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X10uj,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Stacked Generalization},
booktitle = {Encyclopedia of Machine Learning},
pages = {912},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_778},
doi = {10.1007/978-0-387-30164-8\_778},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/ml/X10uj.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ChenWW09,
author = {Jin Chen and
Cheng Wang and
Runsheng Wang},
title = {Using Stacked Generalization to Combine SVMs in Magnitude and Shape
Feature Spaces for Classification of Hyperspectral Data},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {47},
number = {7-2},
pages = {2193--2205},
year = {2009},
url = {https://doi.org/10.1109/TGRS.2008.2010491},
doi = {10.1109/TGRS.2008.2010491},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/ChenWW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscis/Mertayak09,
author = {Cuneyt Mertayak},
title = {Utilization of dimensionality reduction in stacked generalization
architecture},
booktitle = {The 24th International Symposium on Computer and Information Sciences,
{ISCIS} 2009, 14-16 September 2009, North Cyprus},
pages = {88--93},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ISCIS.2009.5291858},
doi = {10.1109/ISCIS.2009.5291858},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscis/Mertayak09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/ReidG09,
author = {Samuel Robert Reid and
Gregory Z. Grudic},
editor = {J{\'{o}}n Atli Benediktsson and
Josef Kittler and
Fabio Roli},
title = {Regularized Linear Models in Stacked Generalization},
booktitle = {Multiple Classifier Systems, 8th International Workshop, {MCS} 2009,
Reykjavik, Iceland, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5519},
pages = {112--121},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02326-2\_12},
doi = {10.1007/978-3-642-02326-2\_12},
timestamp = {Mon, 28 Jun 2021 15:15:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/ReidG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/NessTTM09,
author = {Steven R. Ness and
Anthony Theocharis and
George Tzanetakis and
Luis Gustavo Martins},
editor = {Wen Gao and
Yong Rui and
Alan Hanjalic and
Changsheng Xu and
Eckehard G. Steinbach and
Abdulmotaleb El{-}Saddik and
Michelle X. Zhou},
title = {Improving automatic music tag annotation using stacked generalization
of probabilistic {SVM} outputs},
booktitle = {Proceedings of the 17th International Conference on Multimedia 2009,
Vancouver, British Columbia, Canada, October 19-24, 2009},
pages = {705--708},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1631272.1631393},
doi = {10.1145/1631272.1631393},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/NessTTM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/Hernandez-EspinosaTF08,
author = {Carlos Hern{\'{a}}ndez{-}Espinosa and
Joaqu{\'{\i}}n Torres{-}Sospedra and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Lionel Prevost and
Simone Marinai and
Friedhelm Schwenker},
title = {Researching on Multi-net Systems Based on Stacked Generalization},
booktitle = {Artificial Neural Networks in Pattern Recognition, Third {IAPR} Workshop,
{ANNPR} 2008, Paris, France, July 2-4, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5064},
pages = {193--204},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69939-2\_19},
doi = {10.1007/978-3-540-69939-2\_19},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/annpr/Hernandez-EspinosaTF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciar/OzayV08,
author = {Mete Ozay and
Fatos T{\"{u}}nay Yarman Vural},
editor = {Aur{\'{e}}lio C. Campilho and
Mohamed S. Kamel},
title = {On the Performance of Stacked Generalization Classifiers},
booktitle = {Image Analysis and Recognition, 5th International Conference, {ICIAR}
2008, P{\'{o}}voa de Varzim, Portugal, June 25-27, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5112},
pages = {445--454},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69812-8\_44},
doi = {10.1007/978-3-540-69812-8\_44},
timestamp = {Tue, 14 May 2019 10:00:39 +0200},
biburl = {https://dblp.org/rec/conf/iciar/OzayV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhaoSMG08,
author = {Guopeng Zhao and
Zhiqi Shen and
Chunyan Miao and
Robert K. L. Gay},
title = {Enhanced Extreme Learning Machine with stacked generalization},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2008, Hong Kong, China, June 1-6, 2008},
pages = {1191--1198},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4633951},
doi = {10.1109/IJCNN.2008.4633951},
timestamp = {Tue, 24 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhaoSMG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/DoumposZ07,
author = {Michael Doumpos and
Constantin Zopounidis},
title = {Model combination for credit risk assessment: {A} stacked generalization
approach},
journal = {Ann. Oper. Res.},
volume = {151},
number = {1},
pages = {289--306},
year = {2007},
url = {https://doi.org/10.1007/s10479-006-0120-x},
doi = {10.1007/S10479-006-0120-X},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/anor/DoumposZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TourassiJMH07,
author = {Georgia D. Tourassi and
Jonathan L. Jesneck and
Maciej A. Mazurowski and
Piotr A. Habas},
title = {Stacked Generalization in Computer-Assisted Decision Systems: Empirical
Comparison of Data Handling Schemes},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {1343--1347},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371153},
doi = {10.1109/IJCNN.2007.4371153},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/TourassiJMH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/Torres-SospedraHF06a,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Friedhelm Schwenker and
Simone Marinai},
title = {Combining {MF} Networks: {A} Comparison Among Statistical Methods
and Stacked Generalization},
booktitle = {Artificial Neural Networks in Pattern Recognition, Second {IAPR} Workshop,
{ANNPR} 2006, Ulm, Germany, August 31-September 2, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4087},
pages = {210--220},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11829898\_19},
doi = {10.1007/11829898\_19},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/annpr/Torres-SospedraHF06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/GandhiGKCP06,
author = {Hardik Gandhi and
Deborah Green and
John Kounios and
Christopher M. Clark and
Robi Polikar},
title = {Stacked Generalization for Early Diagnosis of Alzheimer's Disease},
booktitle = {28th International Conference of the {IEEE} Engineering in Medicine
and Biology Society, {EMBC} 2006, New York City, NY, USA, August 30
- September 3, 2006, Main Volume},
pages = {5350--5353},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IEMBS.2006.260644},
doi = {10.1109/IEMBS.2006.260644},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/GandhiGKCP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Tsai05,
author = {Chih{-}Fong Tsai},
title = {Training support vector machines based on stacked generalization for
image classification},
journal = {Neurocomputing},
volume = {64},
pages = {497--503},
year = {2005},
url = {https://doi.org/10.1016/j.neucom.2004.08.005},
doi = {10.1016/J.NEUCOM.2004.08.005},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Tsai05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SigletosPSH05,
author = {Georgios Sigletos and
Georgios Paliouras and
Constantine D. Spyropoulos and
Michael Hatzopoulos},
title = {Combining Information Extraction Systems Using Voting and Stacked
Generalization},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1751--1782},
year = {2005},
url = {http://jmlr.org/papers/v6/sigletos05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SigletosPSH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sibgrapi/Hirata05,
author = {Nina S. T. Hirata},
title = {Binary Image Operator Design Based on Stacked Generalization},
booktitle = {18th Brazilian Symposium on Computer Graphics and Image Processing
{(SIBGRAPI} 2005), 9-12 October 2005, Natal, RN, Brazil},
pages = {63--70},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/SIBGRAPI.2005.16},
doi = {10.1109/SIBGRAPI.2005.16},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sibgrapi/Hirata05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GuoL04,
author = {Ping Guo and
Michael R. Lyu},
title = {A pseudoinverse learning algorithm for feedforward neural networks
with stacked generalization applications to software reliability growth
data},
journal = {Neurocomputing},
volume = {56},
pages = {101--121},
year = {2004},
url = {https://doi.org/10.1016/S0925-2312(03)00385-0},
doi = {10.1016/S0925-2312(03)00385-0},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/GuoL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/WuLT04,
author = {Weiping Wu and
Vincent Cheng{-}Siong Lee and
TingYean Tan},
editor = {Geoffrey I. Webb and
Xinghuo Yu},
title = {Contributions of Domain Knowledge and Stacked Generalization in AI-Based
Classification Models},
booktitle = {{AI} 2004: Advances in Artificial Intelligence, 17th Australian Joint
Conference on Artificial Intelligence, Cairns, Australia, December
4-6, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3339},
pages = {1049--1054},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30549-1\_100},
doi = {10.1007/978-3-540-30549-1\_100},
timestamp = {Wed, 20 Nov 2019 16:52:44 +0100},
biburl = {https://dblp.org/rec/conf/ausai/WuLT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/SigletosPSS04,
author = {Georgios Sigletos and
Georgios Paliouras and
Constantine D. Spyropoulos and
Takis Stamapoulos},
editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Lorenza Saitta},
title = {Stacked Generalization for Information Extraction},
booktitle = {Proceedings of the 16th Eureopean Conference on Artificial Intelligence,
ECAI'2004, including Prestigious Applicants of Intelligent Systems,
{PAIS} 2004, Valencia, Spain, August 22-27, 2004},
pages = {549--553},
publisher = {{IOS} Press},
year = {2004},
timestamp = {Fri, 11 May 2018 12:42:30 +0200},
biburl = {https://dblp.org/rec/conf/ecai/SigletosPSS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/HuT03,
author = {Michael Y. Hu and
Christos Tsoukalas},
title = {Explaining consumer choice through neural networks: The stacked generalization
approach},
journal = {Eur. J. Oper. Res.},
volume = {146},
number = {3},
pages = {650--660},
year = {2003},
url = {https://doi.org/10.1016/S0377-2217(02)00368-5},
doi = {10.1016/S0377-2217(02)00368-5},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/HuT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/or/Doumpos02,
author = {Michael Doumpos},
title = {A Stacked generalization framework for credit risk assessment},
journal = {Oper. Res.},
volume = {2},
number = {2},
pages = {261--278},
year = {2002},
url = {https://doi.org/10.1007/BF02936330},
doi = {10.1007/BF02936330},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/or/Doumpos02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/TingW99,
author = {Kai Ming Ting and
Ian H. Witten},
title = {Issues in Stacked Generalization},
journal = {J. Artif. Intell. Res.},
volume = {10},
pages = {271--289},
year = {1999},
url = {https://doi.org/10.1613/jair.594},
doi = {10.1613/JAIR.594},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/TingW99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TingG97,
author = {Kai Ming Ting and
Ian H. Witten},
title = {Stacked Generalizations: When Does It Work?},
booktitle = {Proceedings of the Fifteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 97, Nagoya, Japan, August 23-29, 1997, 2 Volumes},
pages = {866--873},
publisher = {Morgan Kaufmann},
year = {1997},
url = {http://ijcai.org/Proceedings/97-2/Papers/011.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:27 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/TingG97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eps/EnglishG95,
author = {Thomas M. English and
Moshe Gotesman},
editor = {John R. McDonnell and
Robert G. Reynolds and
David B. Fogel},
title = {Stacked Generalization and Fitness Ranking in Evolutionary Algorithms},
booktitle = {Proceedings of the Fourth Annual Conference on Evolutionary Programming,
{EP} 1995, San Diego, CA, USA, March 1-3, 1995},
pages = {205--218},
publisher = {A Bradford Book, {MIT} Press. Cambridge, Massachusetts.},
year = {1995},
timestamp = {Thu, 01 Aug 2019 10:52:21 +0200},
biburl = {https://dblp.org/rec/conf/eps/EnglishG95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Wolpert92,
author = {David H. Wolpert},
title = {Stacked generalization},
journal = {Neural Networks},
volume = {5},
number = {2},
pages = {241--259},
year = {1992},
url = {https://doi.org/10.1016/S0893-6080(05)80023-1},
doi = {10.1016/S0893-6080(05)80023-1},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/Wolpert92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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