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@article{DBLP:journals/concurrency/ThabitCWQTA23, author = {Fursan Thabit and {\"{O}}zg{\"{u}} Can and Rizwan Uz Zaman Wani and Mohammed Ali Qasem and S. B. Thorat and Hoda A. AlKhzaimi}, title = {Data security techniques in cloud computing based on machine learning algorithms and cryptographic algorithms: Lightweight algorithms and genetics algorithms}, journal = {Concurr. Comput. Pract. Exp.}, volume = {35}, number = {21}, year = {2023}, url = {https://doi.org/10.1002/cpe.7691}, doi = {10.1002/CPE.7691}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/concurrency/ThabitCWQTA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mia/WangSHZ23, author = {Meiling Wang and Wei Shao and Shuo Huang and Daoqiang Zhang}, title = {Hypergraph-regularized multimodal learning by graph diffusion for imaging genetics based Alzheimer's Disease diagnosis}, journal = {Medical Image Anal.}, volume = {89}, pages = {102883}, year = {2023}, url = {https://doi.org/10.1016/j.media.2023.102883}, doi = {10.1016/J.MEDIA.2023.102883}, timestamp = {Fri, 15 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mia/WangSHZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mia/KimMLYSMLS22, author = {Mansu Kim and Eun Jeong Min and Kefei Liu and Jingwen Yan and Andrew J. Saykin and Jason H. Moore and Qi Long and Li Shen}, title = {Multi-task learning based structured sparse canonical correlation analysis for brain imaging genetics}, journal = {Medical Image Anal.}, volume = {76}, pages = {102297}, year = {2022}, url = {https://doi.org/10.1016/j.media.2021.102297}, doi = {10.1016/J.MEDIA.2021.102297}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mia/KimMLYSMLS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fuzzIEEE/OmozakiMNI22, author = {Yuichi Omozaki and Naoki Masuyama and Yusuke Nojima and Hisao Ishibuchi}, title = {Evolutionary Multi-Objective Multi-Tasking for Fuzzy Genetics-Based Machine Learning in Multi-Label Classification}, booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2022, Padua, Italy, July 18-23, 2022}, pages = {1--8}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/FUZZ-IEEE55066.2022.9882681}, doi = {10.1109/FUZZ-IEEE55066.2022.9882681}, timestamp = {Wed, 21 Sep 2022 17:47:58 +0200}, biburl = {https://dblp.org/rec/conf/fuzzIEEE/OmozakiMNI22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/scisisis/KonishiMN22, author = {Takeru Konishi and Naoki Masuyama and Yusuke Nojima}, title = {Effects of Accuracy-based Single-Objective Optimization in Multiobjective Fuzzy Genetics-based Machine Learning}, booktitle = {Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, SCIS{\&}ISIS 2022, Ise, Japan, November 29 - Dec. 2, 2022}, pages = {1--6}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SCISISIS55246.2022.10002139}, doi = {10.1109/SCISISIS55246.2022.10002139}, timestamp = {Tue, 10 Jan 2023 23:00:18 +0100}, biburl = {https://dblp.org/rec/conf/scisisis/KonishiMN22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fuzzIEEE/OmozakiMNI20, author = {Yuichi Omozaki and Naoki Masuyama and Yusuke Nojima and Hisao Ishibuchi}, title = {Multiobjective Fuzzy Genetics-Based Machine Learning for Multi-Label Classification}, booktitle = {29th {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2020, Glasgow, UK, July 19-24, 2020}, pages = {1--8}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/FUZZ48607.2020.9177804}, doi = {10.1109/FUZZ48607.2020.9177804}, timestamp = {Thu, 10 Sep 2020 16:38:18 +0200}, biburl = {https://dblp.org/rec/conf/fuzzIEEE/OmozakiMNI20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ets/YangJCY18, author = {Chi Yang and Chun{-}Hui Jen and Chun{-}Yen Chang and Ting{-}Kuang Yeh}, title = {Comparison of Animation and Static-picture based Instruction: Effects on Performance and Cognitive Load for Learning Genetics}, journal = {J. Educ. Technol. Soc.}, volume = {21}, number = {4}, pages = {1--11}, year = {2018}, url = {https://www.j-ets.net/ETS/journals/21\_4/1.pdf}, timestamp = {Mon, 16 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ets/YangJCY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fuzzIEEE/NojimaATI17, author = {Yusuke Nojima and Koki Arahari and Shuji Takemura and Hisao Ishibuchi}, title = {Multiobjective fuzzy genetics-based machine learning based on {MOEA/D} with its modifications}, booktitle = {2017 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2017, Naples, Italy, July 9-12, 2017}, pages = {1--6}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/FUZZ-IEEE.2017.8015749}, doi = {10.1109/FUZZ-IEEE.2017.8015749}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/fuzzIEEE/NojimaATI17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/ml/X17is, editor = {Claude Sammut and Geoffrey I. Webb}, title = {Genetics-Based Machine Learning}, booktitle = {Encyclopedia of Machine Learning and Data Mining}, pages = {568}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-1-4899-7687-1\_100188}, doi = {10.1007/978-1-4899-7687-1\_100188}, timestamp = {Wed, 12 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/reference/ml/X17is.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cec/NojimaI16, author = {Yusuke Nojima and Hisao Ishibuchi}, title = {Effects of parallel distributed implementation on the search performance of Pittsburgh-style genetics-based machine learning algorithms}, booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2016, Vancouver, BC, Canada, July 24-29, 2016}, pages = {2193--2200}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/CEC.2016.7744059}, doi = {10.1109/CEC.2016.7744059}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/cec/NojimaI16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fuzzIEEE/NojimaI16, author = {Yusuke Nojima and Hisao Ishibuchi}, title = {Multiobjective fuzzy genetics-based machine learning with a reject option}, booktitle = {2016 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2016, Vancouver, BC, Canada, July 24-29, 2016}, pages = {1405--1412}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/FUZZ-IEEE.2016.7737854}, doi = {10.1109/FUZZ-IEEE.2016.7737854}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/fuzzIEEE/NojimaI16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/PengAZJS16, author = {Jailin Peng and Le An and Xiaofeng Zhu and Yan Jin and Dinggang Shen}, editor = {S{\'{e}}bastien Ourselin and Leo Joskowicz and Mert R. Sabuncu and G{\"{o}}zde B. {\"{U}}nal and William M. Wells III}, title = {Structured Sparse Kernel Learning for Imaging Genetics Based Alzheimer's Disease Diagnosis}, booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI} 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {9901}, pages = {70--78}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-46723-8\_9}, doi = {10.1007/978-3-319-46723-8\_9}, timestamp = {Fri, 08 Apr 2022 11:01:35 +0200}, biburl = {https://dblp.org/rec/conf/miccai/PengAZJS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/t4e/DeepMB16, author = {Anurag Deep and Sahana Murthy and Paike Jayadeva Bhat}, editor = {Viraj Kumar and Sahana Murthy and Kinshuk}, title = {Geneticus Investigation: An Agent-Based Modeling System for Teaching-Learning Hypothetico-Deductive Reasoning in Mendelian genetics}, booktitle = {Eighth {IEEE} International Conference on Technology for Education, {T4E} 2016, Mumbai, India, December 2-4, 2016}, pages = {164--171}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/T4E.2016.042}, doi = {10.1109/T4E.2016.042}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/t4e/DeepMB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aciids/NojimaTI15, author = {Yusuke Nojima and Yuji Takahashi and Hisao Ishibuchi}, editor = {Ngoc Thanh Nguyen and Bogdan Trawinski and Raymond Kosala}, title = {Application of Parallel Distributed Implementation to Multiobjective Fuzzy Genetics-Based Machine Learning}, booktitle = {Intelligent Information and Database Systems - 7th Asian Conference, {ACIIDS} 2015, Bali, Indonesia, March 23-25, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9011}, pages = {462--471}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-15702-3\_45}, doi = {10.1007/978-3-319-15702-3\_45}, timestamp = {Thu, 16 Mar 2023 20:00:29 +0100}, biburl = {https://dblp.org/rec/conf/aciids/NojimaTI15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ascc/TakahashiNI15, author = {Yuji Takahashi and Yusuke Nojima and Hisao Ishibuchi}, title = {Rotation effects of objective functions in parallel distributed multiobjective fuzzy genetics-based machine learning}, booktitle = {10th Asian Control Conference, {ASCC} 2015, Kota Kinabalu, Malaysia, May 31 - June 3, 2015}, pages = {1--6}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/ASCC.2015.7244890}, doi = {10.1109/ASCC.2015.7244890}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/ascc/TakahashiNI15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cec/NojimaWI15, author = {Yusuke Nojima and Kazuhiro Watanabe and Hisao Ishibuchi}, title = {Effects of heuristic rule generation from multiple patterns in multiobjective fuzzy genetics-Based machine learning}, booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2015, Sendai, Japan, May 25-28, 2015}, pages = {2996--3003}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/CEC.2015.7257262}, doi = {10.1109/CEC.2015.7257262}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/cec/NojimaWI15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fuzzIEEE/NojimaWI15, author = {Yusuke Nojima and Kazuhiro Watanabe and Hisao Ishibuchi}, editor = {Adnan Yazici and Nikhil R. Pal and Uzay Kaymak and Trevor Martin and Hisao Ishibuchi and Chin{-}Teng Lin and Jo{\~{a}}o M. C. Sousa and B{\"{u}}lent T{\"{u}}tmez}, title = {Simple modifications on heuristic rule generation and rule evaluation in Michigan-style fuzzy genetics-based machine learning}, booktitle = {2015 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2015, Istanbul, Turkey, August 2-5, 2015}, pages = {1--8}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/FUZZ-IEEE.2015.7338115}, doi = {10.1109/FUZZ-IEEE.2015.7338115}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/fuzzIEEE/NojimaWI15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/taai/NojimaWI15, author = {Yusuke Nojima and Kazuhiro Watanabe and Hisao Ishibuchi}, title = {Variants of heuristic rule generation from multiple patterns in Michigan-style fuzzy genetics-based machine learning}, booktitle = {Conference on Technologies and Applications of Artificial Intelligence, {TAAI} 2015, Tainan, Taiwan, November 20-22, 2015}, pages = {427--432}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/TAAI.2015.7407091}, doi = {10.1109/TAAI.2015.7407091}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/taai/NojimaWI15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/artmed/KassahunPMBTCSFK14, author = {Yohannes Kassahun and Roberta Perrone and Elena De Momi and Elmar Bergh{\"{o}}fer and Laura Tassi and Maria Paola Canevini and Roberto Spreafico and Giancarlo Ferrigno and Frank Kirchner}, title = {Automatic classification of epilepsy types using ontology-based and genetics-based machine learning}, journal = {Artif. Intell. Medicine}, volume = {61}, number = {2}, pages = {79--88}, year = {2014}, url = {https://doi.org/10.1016/j.artmed.2014.03.001}, doi = {10.1016/J.ARTMED.2014.03.001}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/artmed/KassahunPMBTCSFK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fuzzIEEE/TakahashiNI14, author = {Yuji Takahashi and Yusuke Nojima and Hisao Ishibuchi}, title = {Hybrid fuzzy genetics-based machine learning with entropy-based inhomogeneous interval discretization}, booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2014, Beijing, China, July 6-11, 2014}, pages = {1512--1517}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/FUZZ-IEEE.2014.6891890}, doi = {10.1109/FUZZ-IEEE.2014.6891890}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/fuzzIEEE/TakahashiNI14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/scisisis/NojimaTI14, author = {Yusuke Nojima and Yuji Takahashi and Hisao Ishibuchi}, title = {Genetic lateral tuning of membership functions as post-processing for hybrid fuzzy genetics-based machine learning}, booktitle = {2014 Joint 7th International Conference on Soft Computing and Intelligent Systems {(SCIS)} and 15th International Symposium on Advanced Intelligent Systems (ISIS), Kita-Kyushu, Japan, December 3-6, 2014}, pages = {667--672}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/SCIS-ISIS.2014.7044847}, doi = {10.1109/SCIS-ISIS.2014.7044847}, timestamp = {Wed, 16 Oct 2019 14:14:48 +0200}, biburl = {https://dblp.org/rec/conf/scisisis/NojimaTI14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/soco/FrancoKB13, author = {Mar{\'{\i}}a A. Franco and Natalio Krasnogor and Jaume Bacardit}, title = {GAssist vs. BioHEL: critical assessment of two paradigms of genetics-based machine learning}, journal = {Soft Comput.}, volume = {17}, number = {6}, pages = {953--981}, year = {2013}, url = {https://doi.org/10.1007/s00500-013-1016-8}, doi = {10.1007/S00500-013-1016-8}, timestamp = {Thu, 08 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/soco/FrancoKB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/widm/BacarditL13, author = {Jaume Bacardit and Xavier Llor{\`{a}}}, title = {Large-scale data mining using genetics-based machine learning}, journal = {WIREs Data Mining Knowl. Discov.}, volume = {3}, number = {1}, pages = {37--61}, year = {2013}, url = {https://doi.org/10.1002/widm.1078}, doi = {10.1002/WIDM.1078}, timestamp = {Fri, 21 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/widm/BacarditL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/IshibuchiYN13, author = {Hisao Ishibuchi and Masakazu Yamane and Yusuke Nojima}, editor = {Xiaohua Hu and Tsau Young Lin and Vijay V. Raghavan and Benjamin W. Wah and Ricardo Baeza{-}Yates and Geoffrey C. Fox and Cyrus Shahabi and Matthew Smith and Qiang Yang and Rayid Ghani and Wei Fan and Ronny Lempel and Raghunath Nambiar}, title = {Learning from multiple data sets with different missing attributes and privacy policies: Parallel distributed fuzzy genetics-based machine learning approach}, booktitle = {2013 {IEEE} International Conference on Big Data {(IEEE} BigData 2013), 6-9 October 2013, Santa Clara, CA, {USA}}, pages = {63--70}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/BigData.2013.6691735}, doi = {10.1109/BIGDATA.2013.6691735}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/IshibuchiYN13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fuzzIEEE/IshibuchiYN13, author = {Hisao Ishibuchi and Masakazu Yamane and Yusuke Nojima}, title = {Rule weight update in parallel distributed fuzzy genetics-based machine learning with data rotation}, booktitle = {{FUZZ-IEEE} 2013, {IEEE} International Conference on Fuzzy Systems, Hyderabad, India, 7-10 July, 2013, Proceedings}, pages = {1--8}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/FUZZ-IEEE.2013.6622572}, doi = {10.1109/FUZZ-IEEE.2013.6622572}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/fuzzIEEE/IshibuchiYN13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gecco/BacarditL13, author = {Jaume Bacardit and Xavier Llor{\`{a}}}, editor = {Christian Blum and Enrique Alba}, title = {Large scale data mining using genetics-based machine learning}, booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam, The Netherlands, July 6-10, 2013, Companion Material Proceedings}, pages = {741--764}, publisher = {{ACM}}, year = {2013}, url = {https://doi.org/10.1145/2464576.2480807}, doi = {10.1145/2464576.2480807}, timestamp = {Wed, 13 Jul 2022 16:15:15 +0200}, biburl = {https://dblp.org/rec/conf/gecco/BacarditL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ifsa/IshibuchiN13, author = {Hisao Ishibuchi and Yusuke Nojima}, title = {Difficulties in choosing a single final classifier from non-dominated solutions in multiobjective fuzzy genetics-based machine learning}, booktitle = {Joint {IFSA} World Congress and {NAFIPS} Annual Meeting, {IFSA/NAFIPS} 2013, Edmonton, Alberta, Canada, June 24-28, 2013}, pages = {1203--1208}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/IFSA-NAFIPS.2013.6608572}, doi = {10.1109/IFSA-NAFIPS.2013.6608572}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/ifsa/IshibuchiN13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fuzzIEEE/NojimaMI12, author = {Yusuke Nojima and Shingo Mihara and Hisao Ishibuchi}, title = {Application of parallel distributed genetics-based machine learning to imbalanced data sets}, booktitle = {{FUZZ-IEEE} 2012, {IEEE} International Conference on Fuzzy Systems, Brisbane, Australia, June 10-15, 2012, Proceedings}, pages = {1--6}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/FUZZ-IEEE.2012.6251192}, doi = {10.1109/FUZZ-IEEE.2012.6251192}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/fuzzIEEE/NojimaMI12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gecco/BacarditL12, author = {Jaume Bacardit and Xavier Llor{\`{a}}}, editor = {Terence Soule and Jason H. Moore}, title = {Large scale data mining using genetics-based machine learning}, booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia, PA, USA, July 7-11, 2012, Companion Material Proceedings}, pages = {1171--1196}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2330784.2330936}, doi = {10.1145/2330784.2330936}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/gecco/BacarditL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/nc/Kovacs12, author = {Tim Kovacs}, editor = {Grzegorz Rozenberg and Thomas B{\"{a}}ck and Joost N. Kok}, title = {Genetics-Based Machine Learning}, booktitle = {Handbook of Natural Computing}, pages = {937--986}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-540-92910-9\_30}, doi = {10.1007/978-3-540-92910-9\_30}, timestamp = {Fri, 09 Apr 2021 18:35:12 +0200}, biburl = {https://dblp.org/rec/reference/nc/Kovacs12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/soco/IshibuchiNN11, author = {Hisao Ishibuchi and Yusuke Nakashima and Yusuke Nojima}, title = {Performance evaluation of evolutionary multiobjective optimization algorithms for multiobjective fuzzy genetics-based machine learning}, journal = {Soft Comput.}, volume = {15}, number = {12}, pages = {2415--2434}, year = {2011}, url = {https://doi.org/10.1007/s00500-010-0669-9}, doi = {10.1007/S00500-010-0669-9}, timestamp = {Thu, 15 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/soco/IshibuchiNN11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gecco/BacarditL11, author = {Jaume Bacardit and Xavier Llor{\`{a}}}, editor = {Natalio Krasnogor and Pier Luca Lanzi}, title = {Large scale data mining using genetics-based machine learning}, booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO} 2011, Companion Material Proceedings, Dublin, Ireland, July 12-16, 2011}, pages = {1285--1310}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2001858.2002137}, doi = {10.1145/2001858.2002137}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/gecco/BacarditL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/IshibuchiMN11, author = {Hisao Ishibuchi and Shingo Mihara and Yusuke Nojima}, editor = {Xue{-}wen Chen and Tharam S. Dillon and Hisao Ishibuchi and Jian Pei and Haixun Wang and M. Arif Wani}, title = {Training Data Subdivision and Periodical Rotation in Hybrid Fuzzy Genetics-Based Machine Learning}, booktitle = {10th International Conference on Machine Learning and Applications and Workshops, {ICMLA} 2011, Honolulu, Hawaii, USA, December 18-21, 2011. Volume 1: Main Conference}, pages = {229--234}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/ICMLA.2011.147}, doi = {10.1109/ICMLA.2011.147}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmla/IshibuchiMN11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tec/FernandezGLBH10, author = {Alberto Fern{\'{a}}ndez and Salvador Garc{\'{\i}}a and Juli{\'{a}}n Luengo and Ester Bernad{\'{o}}{-}Mansilla and Francisco Herrera}, title = {Genetics-Based Machine Learning for Rule Induction: State of the Art, Taxonomy, and Comparative Study}, journal = {{IEEE} Trans. Evol. Comput.}, volume = {14}, number = {6}, pages = {913--941}, year = {2010}, url = {https://doi.org/10.1109/TEVC.2009.2039140}, doi = {10.1109/TEVC.2009.2039140}, timestamp = {Mon, 19 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tec/FernandezGLBH10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/seal/NojimaMI10, author = {Yusuke Nojima and Shingo Mihara and Hisao Ishibuchi}, editor = {Kalyanmoy Deb and Arnab Bhattacharya and Nirupam Chakraborti and Partha Chakroborty and Swagatam Das and Joydeep Dutta and Santosh K. Gupta and Ashu Jain and Varun Aggarwal and J{\"{u}}rgen Branke and Sushil J. Louis and Kay Chen Tan}, title = {Parallel Distributed Implementation of Genetics-Based Machine Learning for Fuzzy Classifier Design}, booktitle = {Simulated Evolution and Learning - 8th International Conference, {SEAL} 2010, Kanpur, India, December 1-4, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6457}, pages = {309--318}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-17298-4\_32}, doi = {10.1007/978-3-642-17298-4\_32}, timestamp = {Tue, 14 May 2019 10:00:41 +0200}, biburl = {https://dblp.org/rec/conf/seal/NojimaMI10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/ml/X10id, editor = {Claude Sammut and Geoffrey I. Webb}, title = {Genetics-Based Machine Learning}, booktitle = {Encyclopedia of Machine Learning}, pages = {457}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-0-387-30164-8\_341}, doi = {10.1007/978-0-387-30164-8\_341}, timestamp = {Wed, 14 Nov 2018 10:51:34 +0100}, biburl = {https://dblp.org/rec/reference/ml/X10id.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nc/LloraPB09, author = {Xavier Llor{\`{a}} and Anusha Priya and Rohit Bhargava}, title = {Observer-invariant histopathology using genetics-based machine learning}, journal = {Nat. Comput.}, volume = {8}, number = {1}, pages = {101--120}, year = {2009}, url = {https://doi.org/10.1007/s11047-007-9056-6}, doi = {10.1007/S11047-007-9056-6}, timestamp = {Thu, 02 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nc/LloraPB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/soco/GarciaFLH09, author = {Salvador Garc{\'{\i}}a and Alberto Fern{\'{a}}ndez and Juli{\'{a}}n Luengo and Francisco Herrera}, title = {A study of statistical techniques and performance measures for genetics-based machine learning: accuracy and interpretability}, journal = {Soft Comput.}, volume = {13}, number = {10}, pages = {959--977}, year = {2009}, url = {https://doi.org/10.1007/s00500-008-0392-y}, doi = {10.1007/S00500-008-0392-Y}, timestamp = {Mon, 19 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/soco/GarciaFLH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fuzzIEEE/IshibuchiNN09, author = {Hisao Ishibuchi and Yusuke Nakashima and Yusuke Nojima}, title = {Search ability of evolutionary multiobjective optimization algorithms for multiobjective fuzzy genetics-based machine learning}, booktitle = {{FUZZ-IEEE} 2009, {IEEE} International Conference on Fuzzy Systems, Jeju Island, Korea, 20-24 August 2009, Proceedings}, pages = {1724--1729}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/FUZZY.2009.5277370}, doi = {10.1109/FUZZY.2009.5277370}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/fuzzIEEE/IshibuchiNN09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gecco/BacarditL09, author = {Jaume Bacardit and Xavier Llor{\`{a}}}, editor = {Franz Rothlauf}, title = {Large scale data mining using genetics-based machine learning}, booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings, Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009, Companion Material}, pages = {3381--3412}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1570256.1570424}, doi = {10.1145/1570256.1570424}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/gecco/BacarditL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/socpar/NojimaNI09, author = {Yusuke Nojima and Yusuke Nakashima and Hisao Ishibuchi}, editor = {Ajith Abraham and Azah Kamilah Muda and Nanna Suryana Herman and Siti Mariyam Shamsuddin and Yun{-}Huoy Choo}, title = {Effects of the Use of Multiple Fuzzy Partitions on the Search Ability of Multiobjective Fuzzy Genetics-Based Machine Learning}, booktitle = {First International Conference of Soft Computing and Pattern Recognition, SoCPaR 2009, Malacca, Malaysia, December 4-7, 2009}, pages = {341--346}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/SoCPaR.2009.74}, doi = {10.1109/SOCPAR.2009.74}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/socpar/NojimaNI09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gecco/BacarditK08, author = {Jaume Bacardit and Natalio Krasnogor}, editor = {Conor Ryan and Maarten Keijzer}, title = {Fast rule representation for continuous attributes in genetics-based machine learning}, booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008}, pages = {1421--1422}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1389095.1389369}, doi = {10.1145/1389095.1389369}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/gecco/BacarditK08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isda/SakakibaraFN08, author = {Kazutoshi Sakakibara and Yoshiro Fukui and Ikuko Nishikawa}, editor = {Jeng{-}Shyang Pan and Ajith Abraham and Chin{-}Chen Chang}, title = {Genetics-Based Machine Learning Approach for Rule Acquisition in an {AGV} Transportation System}, booktitle = {Eighth International Conference on Intelligent Systems Design and Applications, {ISDA} 2008, 26-28 November 2008, Kaohsiung, Taiwan, 3 Volumes}, pages = {115--120}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ISDA.2008.329}, doi = {10.1109/ISDA.2008.329}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/isda/SakakibaraFN08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijar/IshibuchiN07, author = {Hisao Ishibuchi and Yusuke Nojima}, title = {Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning}, journal = {Int. J. Approx. Reason.}, volume = {44}, number = {1}, pages = {4--31}, year = {2007}, url = {https://doi.org/10.1016/j.ijar.2006.01.004}, doi = {10.1016/J.IJAR.2006.01.004}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijar/IshibuchiN07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jnca/AbadehHL07, author = {Mohammad Saniee Abadeh and Jafar Habibi and Caro Lucas}, title = {Intrusion detection using a fuzzy genetics-based learning algorithm}, journal = {J. Netw. Comput. Appl.}, volume = {30}, number = {1}, pages = {414--428}, year = {2007}, url = {https://doi.org/10.1016/j.jnca.2005.05.002}, doi = {10.1016/J.JNCA.2005.05.002}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jnca/AbadehHL07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gecco/LloraSYG07, author = {Xavier Llor{\`{a}} and Kumara Sastry and Tian{-}Li Yu and David E. Goldberg}, editor = {Hod Lipson}, title = {Do not match, inherit: fitness surrogates for genetics-based machine learning techniques}, booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2007, Proceedings, London, England, UK, July 7-11, 2007}, pages = {1798--1805}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1276958.1277319}, doi = {10.1145/1276958.1277319}, timestamp = {Wed, 20 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/gecco/LloraSYG07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ias/TakasuFUK06, author = {Ryohei Takasu and Nobutada Fujii and Kanji Ueda and Motohiro Kobayashi}, editor = {Tamio Arai and Rolf Pfeifer and Tucker R. Balch and Hiroshi Yokoi}, title = {Lot Release Control Using Genetics Based Machine Learning in a Semiconductor Manufacturing System}, booktitle = {Intelligent Autonomous Systems 9 - IAS-9, Proceedings of the 9th International Conference on Intelligent Autonomous Systems, University of Tokyo, Tokyo, Japan, March 7-9, 2006}, pages = {497--504}, publisher = {{IOS} Press}, year = {2006}, timestamp = {Thu, 07 Sep 2006 10:09:17 +0200}, biburl = {https://dblp.org/rec/conf/ias/TakasuFUK06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-cs-0606021, author = {H. Tamaki and Victor V. Kryssanov and S. Kitamura}, title = {A simulation engine to support production scheduling using genetics-based machine learning}, journal = {CoRR}, volume = {abs/cs/0606021}, year = {2006}, url = {http://arxiv.org/abs/cs/0606021}, eprinttype = {arXiv}, eprint = {cs/0606021}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-cs-0606021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gecco/BrowneS05, author = {William N. L. Browne and Dan Scott}, editor = {Hans{-}Georg Beyer and Una{-}May O'Reilly}, title = {An abstraction agorithm for genetics-based reinforcement learning}, booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2005, Proceedings, Washington DC, USA, June 25-29, 2005}, pages = {1875--1882}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1068009.1068325}, doi = {10.1145/1068009.1068325}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/gecco/BrowneS05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gecco/TulaiO04, author = {Alexander F. Tulai and Franz Oppacher}, editor = {Kalyanmoy Deb and Riccardo Poli and Wolfgang Banzhaf and Hans{-}Georg Beyer and Edmund K. Burke and Paul J. Darwen and Dipankar Dasgupta and Dario Floreano and James A. Foster and Mark Harman and Owen Holland and Pier Luca Lanzi and Lee Spector and Andrea Tettamanzi and Dirk Thierens and Andrew M. Tyrrell}, title = {Multiple Species Weighted Voting - {A} Genetics-Based Machine Learning System}, booktitle = {Genetic and Evolutionary Computation - {GECCO} 2004, Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {3103}, pages = {1263--1274}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-24855-2\_133}, doi = {10.1007/978-3-540-24855-2\_133}, timestamp = {Tue, 14 May 2019 10:00:35 +0200}, biburl = {https://dblp.org/rec/conf/gecco/TulaiO04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:conf/mww/IshibuchiY03, author = {Hisao Ishibuchi and Takashi Yamamoto}, editor = {Jonathan Lawry and James G. Shanahan and Anca L. Ralescu}, title = {Interpretability Issues in Fuzzy Genetics-Based Machine Learning for Linguistic Modelling}, booktitle = {Modelling with Words - Learning, Fusion, and Reasoning within a Formal Linguistic Representation Framework}, series = {Lecture Notes in Computer Science}, volume = {2873}, pages = {209--228}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-39906-3\_11}, doi = {10.1007/978-3-540-39906-3\_11}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/mww/IshibuchiY03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ce/YazonMR02, author = {Jessamyn Marie O. Yazon and Jolie A. Mayer{-}Smith and Rosemary J. Redfield}, title = {Does the medium change the message? The impact of a web-based genetics course on university students' perspectives on learning and teaching}, journal = {Comput. Educ.}, volume = {38}, number = {1-3}, pages = {267--285}, year = {2002}, url = {https://doi.org/10.1016/S0360-1315(01)00081-1}, doi = {10.1016/S0360-1315(01)00081-1}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ce/YazonMR02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/IshibuchiNM01, author = {Hisao Ishibuchi and Tomoharu Nakashima and Tadahiko Murata}, title = {Three-objective genetics-based machine learning for linguistic rule extraction}, journal = {Inf. Sci.}, volume = {136}, number = {1-4}, pages = {109--133}, year = {2001}, url = {https://doi.org/10.1016/S0020-0255(01)00144-X}, doi = {10.1016/S0020-0255(01)00144-X}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/IshibuchiNM01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/evoW/SmithDREM01, author = {Robert E. Smith and Bruce A. Dike and B. Ravichandran and Adel El{-}Fallah and Raman K. Mehra}, editor = {Egbert J. W. Boers and Jens Gottlieb and Pier Luca Lanzi and Robert E. Smith and Stefano Cagnoni and Emma Hart and G{\"{u}}nther R. Raidl and H. Tijink}, title = {Two-Sided, Genetics-Based Learning to Discover Novel Fighter Combat Maneuvers}, booktitle = {Applications of Evolutionary Computing, EvoWorkshops 2001: EvoCOP, EvoFlight, EvoIASP, EvoLearn, and EvoSTIM, Como, Italy, April 18-20, 2001, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2037}, pages = {233--242}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/3-540-45365-2\_24}, doi = {10.1007/3-540-45365-2\_24}, timestamp = {Tue, 14 May 2019 10:00:37 +0200}, biburl = {https://dblp.org/rec/conf/evoW/SmithDREM01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/sp/01/WahI01, author = {Benjamin W. Wah and Arthur Ieumwananonthachai}, editor = {Sankar K. Pal and Tharam S. Dillon and Daniel S. Yeung}, title = {Teacher: {A} Genetics Based System for Learning and Generalizing Heuristics}, booktitle = {Soft Computing in Case Based Reasoning}, pages = {179--211}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/978-1-4471-0687-6\_8}, doi = {10.1007/978-1-4471-0687-6\_8}, timestamp = {Wed, 17 Jul 2019 13:42:22 +0200}, biburl = {https://dblp.org/rec/books/sp/01/WahI01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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@inproceedings{DBLP:conf/gecco/IshibuchiN00, author = {Hisao Ishibuchi and Tomoharu Nakashima}, editor = {L. Darrell Whitley and David E. Goldberg and Erick Cant{\'{u}}{-}Paz and Lee Spector and Ian C. Parmee and Hans{-}Georg Beyer}, title = {Linguistic Rule Extraction by Genetics-Based Machine Learning}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference {(GECCO} '00), Las Vegas, Nevada, USA, July 8-12, 2000}, pages = {195--202}, publisher = {Morgan Kaufmann}, year = {2000}, timestamp = {Wed, 21 Jul 2004 09:29:17 +0200}, biburl = {https://dblp.org/rec/conf/gecco/IshibuchiN00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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