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ORCIDBibTeX records: Masaya Nakata
@inproceedings{DBLP:conf/gecco/0001N23,
author = {Kei Nishihara and
Masaya Nakata},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {Utilizing the Expected Gradient in Surrogate-assisted Evolutionary
Algorithms},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary
Computation, {GECCO} 2023, Companion Volume, Lisbon, Portugal, July
15-19, 2023},
pages = {447--450},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583133.3590694},
doi = {10.1145/3583133.3590694},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/0001N23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sice/HoraguchiN23,
author = {Yuma Horaguchi and
Masaya Nakata},
title = {High-Dimensional Expensive Optimization by Classification-based Multiobjective
Evolutionary Algorithm with Dimensionality Reduction},
booktitle = {62nd Annual Conference of the Society of Instrument and Control Engineers,
{SICE} 2023, Tsu, Japan, September 6-9, 2023},
pages = {1535--1542},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/SICE59929.2023.10354103},
doi = {10.23919/SICE59929.2023.10354103},
timestamp = {Thu, 25 Jan 2024 09:55:41 +0100},
biburl = {https://dblp.org/rec/conf/sice/HoraguchiN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SugawaraN22,
author = {Rui Sugawara and
Masaya Nakata},
title = {Theoretical Analysis of Accuracy-Based Fitness on Learning Classifier
Systems},
journal = {{IEEE} Access},
volume = {10},
pages = {64862--64872},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3183618},
doi = {10.1109/ACCESS.2022.3183618},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/SugawaraN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HirutaNKFN22,
author = {Yusuke Hiruta and
Kei Nishihara and
Yuji Koguma and
Masakazu Fujii and
Masaya Nakata},
title = {Automatic Construction of Loading Algorithms With Interactive Genetic
Programming},
journal = {{IEEE} Access},
volume = {10},
pages = {125167--125180},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3225543},
doi = {10.1109/ACCESS.2022.3225543},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/HirutaNKFN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/SonodaN22,
author = {Takumi Sonoda and
Masaya Nakata},
title = {Multiple Classifiers-Assisted Evolutionary Algorithm Based on Decomposition
for High-Dimensional Multiobjective Problems},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {26},
number = {6},
pages = {1581--1595},
year = {2022},
url = {https://doi.org/10.1109/TEVC.2022.3159000},
doi = {10.1109/TEVC.2022.3159000},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/SonodaN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/NishiharaN22,
author = {Kei Nishihara and
Masaya Nakata},
editor = {Hisao Ishibuchi and
Chee{-}Keong Kwoh and
Ah{-}Hwee Tan and
Dipti Srinivasan and
Chunyan Miao and
Anupam Trivedi and
Keeley A. Crockett},
title = {Surrogate-assisted Differential Evolution with Adaptation of Training
Data Selection Criterion},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2022,
Singapore, December 4-7, 2022},
pages = {1675--1682},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SSCI51031.2022.10022105},
doi = {10.1109/SSCI51031.2022.10022105},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/NishiharaN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/NakataB21,
author = {Masaya Nakata and
Will N. Browne},
title = {Learning Optimality Theory for Accuracy-Based Learning Classifier
Systems},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {25},
number = {1},
pages = {61--74},
year = {2021},
url = {https://doi.org/10.1109/TEVC.2020.2994314},
doi = {10.1109/TEVC.2020.2994314},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/NakataB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/NishiharaN21,
author = {Kei Nishihara and
Masaya Nakata},
title = {Comparison of Adaptive Differential Evolution Algorithms on the {MOEA/D-DE}
Framework},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2021, Krak{\'{o}}w,
Poland, June 28 - July 1, 2021},
pages = {161--168},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CEC45853.2021.9504997},
doi = {10.1109/CEC45853.2021.9504997},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/NishiharaN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/NakamuraHN21,
author = {Yoshiki Nakamura and
Motoki Horiuchi and
Masaya Nakata},
editor = {Francisco Chicano and
Krzysztof Krawiec},
title = {Convergence analysis of rule-generality on the {XCS} classifier system},
booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Lille,
France, July 10-14, 2021},
pages = {332--339},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3449639.3459274},
doi = {10.1145/3449639.3459274},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/NakamuraHN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/SteinN21,
author = {Anthony Stein and
Masaya Nakata},
editor = {Krzysztof Krawiec},
title = {Learning classifier systems: from principles to modern systems},
booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Companion
Volume, Lille, France, July 10-14, 2021},
pages = {498--527},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3449726.3461414},
doi = {10.1145/3449726.3461414},
timestamp = {Thu, 15 Jul 2021 15:50:04 +0200},
biburl = {https://dblp.org/rec/conf/gecco/SteinN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/HoriuchiN21,
author = {Motoki Horiuchi and
Masaya Nakata},
title = {Extended Learning Optimality Theory for the {XCS} classifier system
on Multiple Reward Scheme},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2021,
Orlando, FL, USA, December 5-7, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SSCI50451.2021.9660180},
doi = {10.1109/SSCI50451.2021.9660180},
timestamp = {Thu, 03 Feb 2022 09:28:31 +0100},
biburl = {https://dblp.org/rec/conf/ssci/HoriuchiN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/NishiharaN20,
author = {Kei Nishihara and
Masaya Nakata},
title = {Competitive-Adaptive Algorithm-Tuning of Metaheuristics inspired by
the Equilibrium Theory: {A} Case Study},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CEC48606.2020.9185493},
doi = {10.1109/CEC48606.2020.9185493},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/NishiharaN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/SonodaN20,
author = {Takumi Sonoda and
Masaya Nakata},
title = {MOEA/D-S\({}^{\mbox{3}}\): {MOEA/D} using SVM-based Surrogates adjusted
to Subproblems for Many objective optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CEC48606.2020.9185549},
doi = {10.1109/CEC48606.2020.9185549},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/SonodaN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HoriuchiN20,
author = {Motoki Horiuchi and
Masaya Nakata},
editor = {Carlos Artemio Coello Coello},
title = {Self-adaptation of {XCS} learning parameters based on learning theory},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Canc{\'{u}}n
Mexico, July 8-12, 2020},
pages = {342--349},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377930.3389814},
doi = {10.1145/3377930.3389814},
timestamp = {Mon, 20 Jul 2020 14:23:37 +0200},
biburl = {https://dblp.org/rec/conf/gecco/HoriuchiN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/SteinN20,
author = {Anthony Stein and
Masaya Nakata},
editor = {Carlos Artemio Coello Coello},
title = {Learning classifier systems: from principles to modern systems},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Companion
Volume, Canc{\'{u}}n, Mexico, July 8-12, 2020},
pages = {561--589},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377929.3389860},
doi = {10.1145/3377929.3389860},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/SteinN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/PatzelSN20,
author = {David P{\"{a}}tzel and
Anthony Stein and
Masaya Nakata},
editor = {Carlos Artemio Coello Coello},
title = {An overview of {LCS} research from {IWLCS} 2019 to 2020},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Companion
Volume, Canc{\'{u}}n, Mexico, July 8-12, 2020},
pages = {1782--1788},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377929.3398105},
doi = {10.1145/3377929.3398105},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/PatzelSN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/TakadamaYNS19,
author = {Keiki Takadama and
Daichi Yamazaki and
Masaya Nakata and
Hiroyuki Sato},
title = {Complex-Valued-based Learning Classifier System for {POMDP} Environments},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2019, Wellington,
New Zealand, June 10-13, 2019},
pages = {1852--1859},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CEC.2019.8790083},
doi = {10.1109/CEC.2019.8790083},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/TakadamaYNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/NakataB19,
author = {Masaya Nakata and
Will Neil Browne},
editor = {Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Anne Auger and
Thomas St{\"{u}}tzle},
title = {How {XCS} can prevent misdistinguishing rule accuracy: a preliminary
study},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {183--184},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319619.3321942},
doi = {10.1145/3319619.3321942},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/NakataB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/NakataBH18,
author = {Masaya Nakata and
Will N. Browne and
Tomoki Hamagami},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {Theoretical adaptation of multiple rule-generation in {XCS}},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {482--489},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205455.3205465},
doi = {10.1145/3205455.3205465},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/NakataBH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/SasakiNYTYH18,
author = {Hayato Sasaki and
Masaya Nakata and
Mizuki Yamamoto and
Teppei Takeshima and
Yasushi Yumura and
Tomoki Hamagami},
title = {Investigation about Control of False Positive Rate for Automatic Sperm
Detection in Assisted Reproductive Technology},
booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2018, Miyazaki, Japan, October 7-10, 2018},
pages = {1964--1969},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SMC.2018.00339},
doi = {10.1109/SMC.2018.00339},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/SasakiNYTYH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaciii/NakataH17,
author = {Masaya Nakata and
Tomoki Hamagami},
title = {An Analysis of Rule Deletion Scheme in {XCS} on Reinforcement Learning
Problem},
journal = {J. Adv. Comput. Intell. Intell. Informatics},
volume = {21},
number = {5},
pages = {876--884},
year = {2017},
url = {https://doi.org/10.20965/jaciii.2017.p0876},
doi = {10.20965/JACIII.2017.P0876},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jaciii/NakataH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaciii/ZhangTNT17,
author = {Caili Zhang and
Takato Tatsumi and
Masaya Nakata and
Keiki Takadama},
title = {Approach to Clustering with Variance-Based {XCS}},
journal = {J. Adv. Comput. Intell. Intell. Informatics},
volume = {21},
number = {5},
pages = {885--894},
year = {2017},
url = {https://doi.org/10.20965/jaciii.2017.p0885},
doi = {10.20965/JACIII.2017.P0885},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jaciii/ZhangTNT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/NakataBHT17,
author = {Masaya Nakata and
Will N. Browne and
Tomoki Hamagami and
Keiki Takadama},
editor = {Peter A. N. Bosman},
title = {Theoretical {XCS} parameter settings of learning accurate classifiers},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2017, Berlin, Germany, July 15-19, 2017},
pages = {473--480},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3071178.3071200},
doi = {10.1145/3071178.3071200},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/NakataBHT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/ChibaN17,
author = {Kazuhisa Chiba and
Masaya Nakata},
editor = {Petros Koumoutsakos and
Michael Lees and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {From Extraction to Generation of Design Information -Paradigm Shift
in Data Mining via Evolutionary Learning Classifier System},
booktitle = {International Conference on Computational Science, {ICCS} 2017, 12-14
June 2017, Zurich, Switzerland},
series = {Procedia Computer Science},
volume = {108},
pages = {1662--1671},
publisher = {Elsevier},
year = {2017},
url = {https://doi.org/10.1016/j.procs.2017.05.233},
doi = {10.1016/J.PROCS.2017.05.233},
timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
biburl = {https://dblp.org/rec/conf/iccS/ChibaN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/SasakiNHH17,
author = {Hayato Sasaki and
Masaya Nakata and
Fumiya Hamatsu and
Tomoki Hamagami},
title = {Effect of parameter sharing for multimodal deep autoencoders},
booktitle = {2017 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2017, Banff, AB, Canada, October 5-8, 2017},
pages = {1966--1971},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SMC.2017.8122906},
doi = {10.1109/SMC.2017.8122906},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/SasakiNHH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eetcc/UwanoTNTK16,
author = {Fumito Uwano and
Naoki Tatebe and
Masaya Nakata and
Keiki Takadama and
Tim Kovacs},
title = {Reinforcement Learning with Internal Reward for Multi-Agent Cooperation:
{A} Theoretical Approach},
journal = {{EAI} Endorsed Trans. Collab. Comput.},
volume = {2},
number = {8},
pages = {e2},
year = {2016},
url = {https://doi.org/10.4108/eai.3-12-2015.2262878},
doi = {10.4108/EAI.3-12-2015.2262878},
timestamp = {Thu, 25 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eetcc/UwanoTNTK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sas/MurataNSKT16,
author = {Akinori Murata and
Masaya Nakata and
Hiroyuki Sato and
Tim Kovacs and
Keiki Takadama},
title = {Optimization of Aircraft Landing Route and Order: An approach of Hierarchical
Evolutionary Computation},
journal = {{EAI} Endorsed Trans. Self Adapt. Syst.},
volume = {2},
number = {6},
pages = {e5},
year = {2016},
url = {https://doi.org/10.4108/eai.3-12-2015.2262953},
doi = {10.4108/EAI.3-12-2015.2262953},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sas/MurataNSKT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/UmenaiUTNST16,
author = {Yuta Umenai and
Fumito Uwano and
Yusuke Tajima and
Masaya Nakata and
Hiroyuki Sato and
Keiki Takadama},
title = {A modified cuckoo search algorithm for dynamic optimization problems},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2016, Vancouver,
BC, Canada, July 24-29, 2016},
pages = {1757--1764},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CEC.2016.7744001},
doi = {10.1109/CEC.2016.7744001},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/UmenaiUTNST16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MatsumotoTSNSKT16,
author = {Kazuma Matsumoto and
Yusuke Tajima and
Rei Saito and
Masaya Nakata and
Hiroyuki Sato and
Tim Kovacs and
Keiki Takadama},
title = {Learning classifier system with deep autoencoder},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2016, Vancouver,
BC, Canada, July 24-29, 2016},
pages = {4739--4746},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CEC.2016.7744396},
doi = {10.1109/CEC.2016.7744396},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/MatsumotoTSNSKT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/KovacsRBNT16,
author = {Tim Kovacs and
Simon Rawles and
Larry Bull and
Masaya Nakata and
Keiki Takadama},
title = {{XCS-DH:} Minimal default hierarchies in {XCS}},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2016, Vancouver,
BC, Canada, July 24-29, 2016},
pages = {4747--4754},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CEC.2016.7744397},
doi = {10.1109/CEC.2016.7744397},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/KovacsRBNT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/TatsumiKNSKT16,
author = {Takato Tatsumi and
Takahiro Komine and
Masaya Nakata and
Hiroyuki Sato and
Tim Kovacs and
Keiki Takadama},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Variance-based Learning Classifier System without Convergence of Reward
Estimation},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {67--68},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2909008},
doi = {10.1145/2908961.2909008},
timestamp = {Tue, 06 Nov 2018 11:06:40 +0100},
biburl = {https://dblp.org/rec/conf/gecco/TatsumiKNSKT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/KuberNS16,
author = {Karthik Kuber and
Masaya Nakata and
Kamran Shafi},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {International Workshop on Evolutionary Rule-Based Machine Learning
Workshop {(IWERML)} Welcome {\&} Organization},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {1409--1410},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2931739},
doi = {10.1145/2908961.2931739},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/KuberNS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/SaitoNSKT16,
author = {Rei Saito and
Masaya Nakata and
Hiroyuki Sato and
Tim Kovacs and
Keiki Takadama},
editor = {Sakae Yamamoto},
title = {Preventing Incorrect Opinion Sharing with Weighted Relationship Among
Agents},
booktitle = {Human Interface and the Management of Information: Applications and
Services - 18th International Conference, {HCI} International 2016
Toronto, Canada, July 17-22, 2016. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9735},
pages = {50--62},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-40397-7\_6},
doi = {10.1007/978-3-319-40397-7\_6},
timestamp = {Tue, 14 May 2019 10:00:43 +0200},
biburl = {https://dblp.org/rec/conf/hci/SaitoNSKT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ies2/NakataC16,
author = {Masaya Nakata and
Kazuhisa Chiba},
editor = {George Leu and
Hemant Kumar Singh and
Saber M. Elsayed},
title = {Proceedings in Adaptation, Learning and Optimization},
booktitle = {Intelligent and Evolutionary Systems - The 20th Asia Pacific Symposium,
{IES} 2016, Canberra, Australia, November 2016, Proceedings},
volume = {8},
pages = {305--318},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-49049-6\_22},
doi = {10.1007/978-3-319-49049-6\_22},
timestamp = {Tue, 21 Mar 2023 21:03:10 +0100},
biburl = {https://dblp.org/rec/conf/ies2/NakataC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scisisis/ZhangTNTSK16,
author = {Caili Zhang and
Takato Tatsumi and
Masaya Nakata and
Keiki Takadama and
Hiroyuki Sato and
Tim Kovacs},
title = {Extracting Different Abstracted Level Rule with Variance-Based {LCS}},
booktitle = {2016 Joint 8th International Conference on Soft Computing and Intelligent
Systems {(SCIS)} and 17th International Symposium on Advanced Intelligent
Systems (ISIS), Sapporo, Japan, August 25-28, 2016},
pages = {160--165},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SCIS-ISIS.2016.0044},
doi = {10.1109/SCIS-ISIS.2016.0044},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/scisisis/ZhangTNTSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/NakataLT15,
author = {Masaya Nakata and
Pier Luca Lanzi and
Keiki Takadama},
title = {Rule reduction by selection strategy in {XCS} with adaptive action
map},
journal = {Evol. Intell.},
volume = {8},
number = {2-3},
pages = {71--87},
year = {2015},
url = {https://doi.org/10.1007/s12065-015-0130-1},
doi = {10.1007/S12065-015-0130-1},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/evi/NakataLT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/NakataKT15,
author = {Masaya Nakata and
Tim Kovacs and
Keiki Takadama},
title = {{XCS-SL:} a rule-based genetic learning system for sequence labeling},
journal = {Evol. Intell.},
volume = {8},
number = {2-3},
pages = {133--148},
year = {2015},
url = {https://doi.org/10.1007/s12065-015-0127-9},
doi = {10.1007/S12065-015-0127-9},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evi/NakataKT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nmnc/TajimaNMISHT15,
author = {Yusuke Tajima and
Masaya Nakata and
Hiroyasu Matsushima and
Yoshihiro Ichikawa and
Hiroyuki Sato and
Kiyohiko Hattori and
Keiki Takadama},
title = {Evolutionary Algorithm for Uncertain Evaluation Function},
journal = {New Math. Nat. Comput.},
volume = {11},
number = {2},
pages = {201--215},
year = {2015},
url = {https://doi.org/10.1142/S1793005715400062},
doi = {10.1142/S1793005715400062},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nmnc/TajimaNMISHT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionetics/UwanoTNTK15,
author = {Fumito Uwano and
Naoki Tatebe and
Masaya Nakata and
Keiki Takadama and
Tim Kovacs},
editor = {Junichi Suzuki and
Tadashi Nakano and
Henry Hess},
title = {Reinforcement Learning with Internal Reward for Multi-Agent Cooperation:
{A} Theoretical Approach},
booktitle = {{BICT} 2015, Proceedings of the 9th {EAI} International Conference
on Bio-inspired Information and Communications Technologies (formerly
BIONETICS), New York City, United States, December 3-5, 2015},
pages = {332--339},
publisher = {{ICST/ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2954764},
timestamp = {Fri, 03 Feb 2017 18:36:35 +0100},
biburl = {https://dblp.org/rec/conf/bionetics/UwanoTNTK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionetics/MurataNSKT15,
author = {Akinori Murata and
Masaya Nakata and
Hiroyuki Sato and
Tim Kovacs and
Keiki Takadama},
editor = {Junichi Suzuki and
Tadashi Nakano and
Henry Hess},
title = {Optimization of Aircraft Landing Route and Order: An approach of Hierarchical
Evolutionary Computation},
booktitle = {{BICT} 2015, Proceedings of the 9th {EAI} International Conference
on Bio-inspired Information and Communications Technologies (formerly
BIONETICS), New York City, United States, December 3-5, 2015},
pages = {340--347},
publisher = {{ICST/ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2954766},
timestamp = {Fri, 03 Feb 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bionetics/MurataNSKT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/SatoUNT15,
author = {Minato Sato and
Kotaro Usui and
Masaya Nakata and
Keiki Takadama},
title = {Detecting shoplifting from customer behavior data by extended {XCS-SL:}
Towards feature extraction on class-imbalanced sequence data},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2015, Sendai, Japan,
May 25-28, 2015},
pages = {2981--2988},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CEC.2015.7257260},
doi = {10.1109/CEC.2015.7257260},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/SatoUNT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/NakataLKBT15,
author = {Masaya Nakata and
Pier Luca Lanzi and
Tim Kovacs and
Will Neil Browne and
Keiki Takadama},
title = {How should Learning Classifier Systems cover a state-action space?},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2015, Sendai, Japan,
May 25-28, 2015},
pages = {3012--3019},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CEC.2015.7257264},
doi = {10.1109/CEC.2015.7257264},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/NakataLKBT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/TakadamaN15,
author = {Keiki Takadama and
Masaya Nakata},
title = {Extracting both generalized and specialized knowledge by {XCS} using
Attribute Tracking and Feedback},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2015, Sendai, Japan,
May 25-28, 2015},
pages = {3034--3041},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CEC.2015.7257267},
doi = {10.1109/CEC.2015.7257267},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/TakadamaN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/TajimaNHST14,
author = {Yusuke Tajima and
Masaya Nakata and
Tomohiro Harada and
Keiji Sato and
Keiki Takadama},
title = {Sleep Stage Estimation Using Synthesized Data of Heart Rate and Body
Movement},
booktitle = {2014 {AAAI} Spring Symposia, Stanford University, Palo Alto, California,
USA, March 24-26, 2014},
publisher = {{AAAI} Press},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/SSS/SSS14/paper/view/7695},
timestamp = {Wed, 14 Nov 2018 14:23:12 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/TajimaNHST14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/NakataLKT14,
author = {Masaya Nakata and
Pier Luca Lanzi and
Tim Kovacs and
Keiki Takadama},
editor = {Dirk V. Arnold},
title = {Complete action map or best action map in accuracy-based reinforcement
learning classifier systems},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '14, Vancouver,
BC, Canada, July 12-16, 2014},
pages = {557--564},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2576768.2598351},
doi = {10.1145/2576768.2598351},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/NakataLKT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/NakataKT14,
author = {Masaya Nakata and
Tim Kovacs and
Keiki Takadama},
editor = {Dirk V. Arnold},
title = {A modified {XCS} classifier system for sequence labeling},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '14, Vancouver,
BC, Canada, July 12-16, 2014},
pages = {565--572},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2576768.2598352},
doi = {10.1145/2576768.2598352},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/NakataKT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismict/TajimaNT14,
author = {Yusuke Tajima and
Masaya Nakata and
Keiki Takadama},
title = {Personalized real-time sleep stage remote monitoring system},
booktitle = {8th International Symposium on Medical Information and Communication
Technology, {ISMICT} 2014, Firenze, Italy, April 2-4, 2014},
pages = {1--5},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISMICT.2014.6825230},
doi = {10.1109/ISMICT.2014.6825230},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/ismict/TajimaNT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nabic/KomineNT14,
author = {Takahiro Komine and
Masaya Nakata and
Keiki Takadama},
title = {Archives-holding {XCS} Classifier System: {A} preliminary study},
booktitle = {2014 Sixth World Congress on Nature and Biologically Inspired Computing,
NaBIC 2014, Porto, Portugal, July 30 - August 1, 2014},
pages = {53--58},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/NaBIC.2014.6921853},
doi = {10.1109/NABIC.2014.6921853},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/nabic/KomineNT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nabic/UsuiNT14,
author = {Kotaro Usui and
Masaya Nakata and
Keiki Takadama},
title = {Reusable knowledge by linkage-classifier in Accuracy-based Learning
Classifier System},
booktitle = {2014 Sixth World Congress on Nature and Biologically Inspired Computing,
NaBIC 2014, Porto, Portugal, July 30 - August 1, 2014},
pages = {312--317},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/NaBIC.2014.6921897},
doi = {10.1109/NABIC.2014.6921897},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nabic/UsuiNT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/NakataKT14,
author = {Masaya Nakata and
Tim Kovacs and
Keiki Takadama},
editor = {Thomas Bartz{-}Beielstein and
J{\"{u}}rgen Branke and
Bogdan Filipic and
Jim Smith},
title = {Messy Coding in the {XCS} Classifier System for Sequence Labeling},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XIII} - 13th International
Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8672},
pages = {191--200},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10762-2\_19},
doi = {10.1007/978-3-319-10762-2\_19},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/NakataKT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/NakataLT13,
author = {Masaya Nakata and
Pier Luca Lanzi and
Keiki Takadama},
title = {Simple compact genetic algorithm for {XCS}},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2013, Cancun, Mexico, June 20-23, 2013},
pages = {1718--1723},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CEC.2013.6557768},
doi = {10.1109/CEC.2013.6557768},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/NakataLT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/NakataLT13,
author = {Masaya Nakata and
Pier Luca Lanzi and
Keiki Takadama},
editor = {Christian Blum and
Enrique Alba},
title = {Selection strategy for {XCS} with adaptive action mapping},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013},
pages = {1085--1092},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2463372.2463508},
doi = {10.1145/2463372.2463508},
timestamp = {Wed, 13 Jul 2022 16:15:15 +0200},
biburl = {https://dblp.org/rec/conf/gecco/NakataLT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/NakataLT12,
author = {Masaya Nakata and
Pier Luca Lanzi and
Keiki Takadama},
editor = {Carlos A. Coello Coello and
Vincenzo Cutello and
Kalyanmoy Deb and
Stephanie Forrest and
Giuseppe Nicosia and
Mario Pavone},
title = {Enhancing Learning Capabilities by {XCS} with Best Action Mapping},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XII} - 12th International
Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {7491},
pages = {256--265},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32937-1\_26},
doi = {10.1007/978-3-642-32937-1\_26},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/NakataLT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seal/NakataLT12,
author = {Masaya Nakata and
Pier Luca Lanzi and
Keiki Takadama},
editor = {Lam Thu Bui and
Yew{-}Soon Ong and
Nguyen Xuan Hoai and
Hisao Ishibuchi and
Ponnuthurai Nagaratnam Suganthan},
title = {{XCS} with Adaptive Action Mapping},
booktitle = {Simulated Evolution and Learning - 9th International Conference, {SEAL}
2012, Hanoi, Vietnam, December 16-19, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7673},
pages = {138--147},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34859-4\_14},
doi = {10.1007/978-3-642-34859-4\_14},
timestamp = {Fri, 17 Nov 2023 08:06:20 +0100},
biburl = {https://dblp.org/rec/conf/seal/NakataLT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nabic/NakataST11,
author = {Masaya Nakata and
Fumiaki Sato and
Keiki Takadama},
title = {Towards generalization by identification-based {XCS} in multi-steps
problem},
booktitle = {Third World Congress on Nature {\&} Biologically Inspired Computing,
NaBIC 2011, Salamanca, Spain, October 19-21, 2011},
pages = {389--394},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/NaBIC.2011.6089622},
doi = {10.1109/NABIC.2011.6089622},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/nabic/NakataST11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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