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Works (27)

Approximate Multiobjective Multiclass Support Vector Machine Restricting Classifier Candidates Based on k-Means Clustering

2019 | Book chapter
DOI: 10.1007/978-3-030-14815-7_23
Contributors: Keiji Tatsumi; Takahumi Sugimoto; Yoshifumi Kusunoki
Source: check_circle
Crossref

Approximate Multiobjective Multiclass SVM by Using the Reference Point Method

Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018
2019 | Conference paper
DOI: 10.1109/SMC.2018.00598
EID:

2-s2.0-85062212501
Contributors: Matsugi, Y.; Sugimoto, T.; Qi, Y.; Kusunoki, Y.; Tatsumi, K.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Axiomatization and Generalization of the Core for Assignment Games on the Complete Graph

Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018
2019 | Conference paper
DOI: 10.1109/SMC.2018.00276
EID:

2-s2.0-85062218301
Contributors: Saito, M.; Kusunoki, Y.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Interpretation of Variable Consistency Dominance-Based Rough Set Approach by Minimization of Asymmetric Loss Function

2019 | Book chapter
DOI: 10.1007/978-3-030-14815-7_12
Contributors: Yoshifumi Kusunoki; Jerzy Błaszczyński; Masahiro Inuiguchi; Roman Słowiński
Source: check_circle
Crossref

A Multi-class Support Vector Machine Based on Geometric Margin Maximization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
DOI: 10.1007/978-3-319-75429-1_9
EID:

2-s2.0-85044005869
Contributors: Kusunoki, Y.; Tatsumi, K.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Maximum-margin model for nearest prototype classifiers

Journal of Advanced Computational Intelligence and Intelligent Informatics
2018 | Journal article
DOI: 10.20965/jaciii.2018.p0565
EID:

2-s2.0-85052018689
Contributors: Kusunoki, Y.; Wakou, C.; Tatsumi, K.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Investigation on irreducible cost vectors in minimum cost arborescence problems

European Journal of Operational Research
2017 | Journal article
DOI: 10.1016/j.ejor.2017.01.041
EID:

2-s2.0-85011617213
Contributors: Kusunoki, Y.; Tanino, T.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier
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Learning prototype-based classifiers by margin maximization

IFSA-SCIS 2017 - Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems
2017 | Conference paper
DOI: 10.1109/IFSA-SCIS.2017.8023357
EID:

2-s2.0-85030850223
Contributors: Wakou, C.; Kusunoki, Y.; Tatsumi, K.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Empirical risk minimization for variable consistency dominance-based rough set approach

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | Book
DOI: 10.1007/978-3-319-25783-9_6
EID:

2-s2.0-84952656192
Contributors: Błaszczyński, J.; Kusunoki, Y.; Inuiguchi, M.; Słowiński, R.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Structure-based attribute reduction: A rough set approach

Studies in Computational Intelligence
2015 | Book
DOI: 10.1007/978-3-662-45620-0_7
EID:

2-s2.0-84921807288
Contributors: Kusunoki, Y.; Inuiguchi, M.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Boolean kernels and clustering with pairwise constraints

Proceedings - 2014 IEEE International Conference on Granular Computing, GrC 2014
2014 | Conference paper
DOI: 10.1109/GRC.2014.6982823
EID:

2-s2.0-84920711977
Contributors: Kusunoki, Y.; Tanino, T.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Empirical risk minimization for variable precision dominance-based rough set approach

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Book
DOI: 10.1007/978-3-642-41299-8_13
EID:

2-s2.0-84887427663
Contributors: Kusunoki, Y.; Błaszczyński, J.; Inuiguchi, M.; Słowiński, R.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Specific-to-general approach for rule induction using discernibility based dissimilarity

Proceedings - 2013 IEEE International Conference on Granular Computing, GrC 2013
2013 | Conference paper
DOI: 10.1109/GrC.2013.6740403
EID:

2-s2.0-84900668053
Contributors: Kusunoki, Y.; Tanino, T.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Agglomerative hierarchical clustering with dissimilarity using discernibility on attribute subsets for nominal data sets

Proceedings - 2011 IEEE International Conference on Granular Computing, GrC 2011
2011 | Conference paper
DOI: 10.1109/GRC.2011.6122622
EID:

2-s2.0-84856802508
Contributors: Kusunoki, Y.; Tanino, T.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

LEM2-based rule induction from data tables with imprecise evaluations

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | Book
DOI: 10.1007/978-3-642-24425-4_28
EID:

2-s2.0-80054079152
Contributors: Inuiguchi, M.; Tsuji, M.; Kusunoki, Y.; Tsurumi, M.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Variable precision rough set model in information tables with missing values

Journal of Advanced Computational Intelligence and Intelligent Informatics
2011 | Journal article
DOI: 10.20965/jaciii.2011.p0110
EID:

2-s2.0-78751632536
Contributors: Kusunoki, Y.; Inuiguchi, M.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

A unified approach to reducts in dominance-based rough set approach

Soft Computing
2010 | Journal article
DOI: 10.1007/s00500-009-0450-0
EID:

2-s2.0-77952888335
Contributors: Kusunoki, Y.; Inuiguchi, M.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Inducing rules considering inclusion relations between conclusions

40th International Conference on Computers and Industrial Engineering: Soft Computing Techniques for Advanced Manufacturing and Service Systems, CIE40 2010
2010 | Conference paper
DOI: 10.1109/ICCIE.2010.5668272
EID:

2-s2.0-78651450845
Contributors: Inuiguchi, M.; Kusunoki, Y.; Inoue, M.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Non-hierarchical clustering of decision tables toward rough set-based group decision aid

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | Book
DOI: 10.1007/978-3-642-16292-3_20
EID:

2-s2.0-79956281647
Contributors: Inuiguchi, M.; Enomoto, R.; Kusunoki, Y.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Numerical experiments for rule induction approaches considering ordinal classes

SCIS and ISIS 2010 - Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems
2010 | Conference paper
EID:

2-s2.0-84866690208
Contributors: Kusunoki, Y.; Inuiguchi, M.; Tanino, T.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Rule induction from information tables with ordinal decision attributes

Proceedings - 2010 IEEE International Conference on Granular Computing, GrC 2010
2010 | Conference paper
DOI: 10.1109/GrC.2010.132
EID:

2-s2.0-77958560145
Contributors: Kusunoki, Y.; Inuiguchi, M.; Inoue, M.; Tanino, T.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Rule induction for decision tables with ordered classes

Studies in Computational Intelligence
2009 | Book
DOI: 10.1007/978-3-642-00909-9_54
EID:

2-s2.0-65449167259
Contributors: Kusunoki, Y.; Inoue, M.; Inuiguchi, M.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Variable-precision dominance-based rough set approach and attribute reduction

International Journal of Approximate Reasoning
2009 | Journal article
DOI: 10.1016/j.ijar.2009.02.003
EID:

2-s2.0-70349782070
Contributors: Inuiguchi, M.; Yoshioka, Y.; Kusunoki, Y.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

A comprehensive study on reducts in dominance-based rough set approach

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2008 | Book
DOI: 10.1007/978-3-540-88269-5-16
EID:

2-s2.0-58049089309
Contributors: Kusunoki, Y.; Inuiguchi, M.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Rule induction through clustering classes for nominal and numerical data

Second International Conference on Innovative Computing, Information and Control, ICICIC 2007
2008 | Conference paper
DOI: 10.1109/ICICIC.2007.506
EID:

2-s2.0-39049100524
Contributors: Kusunoki, Y.; Inuiguchi, M.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Rule induction via clustering decision classes

International Journal of Innovative Computing, Information and Control
2008 | Journal article
EID:

2-s2.0-63549130608
Contributors: Kusunoki, Y.; Inuiguchi, M.; Stefanowski, J.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier

Rule induction via clustering decision classes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2006 | Book
EID:

2-s2.0-33845266271
Contributors: Kusunoki, Y.; Inuiguchi, M.
Source: Self-asserted source
Yoshifumi Kusunoki via Scopus - Elsevier
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