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Created page with "'''Home * People * Toshinori Munakata''' FILE:ToshinoriMunakata.jpg|border|right|thumb|link=http://cis.csuohio.edu/~munakata/| Toshinori Munakata <ref>Ima..."
'''[[Main Page|Home]] * [[People]] * Toshinori Munakata'''
[[FILE:ToshinoriMunakata.jpg|border|right|thumb|link=http://cis.csuohio.edu/~munakata/| Toshinori Munakata <ref>Image (cropped) from [http://cis.csuohio.edu/~munakata/ Munakata's Home Page]</ref> ]]
'''Toshinori Munakata''',<br/>
a [https://en.wikipedia.org/wiki/Japanese_Americans Japanese American] computer scientist,
and distinguished professor emeritus at Computer and Information Science Department, [https://en.wikipedia.org/wiki/Cleveland_State_University Cleveland State University],
holding a B.Sc., M.Sc. and Ph.D. from [https://en.wikipedia.org/wiki/University_of_Tokyo University of Tokyo].
His research interests include [[Artificial Intelligence|artificial intelligence]], new [https://en.wikipedia.org/wiki/Programming_paradigm computing paradigms], and [https://en.wikipedia.org/wiki/Analysis_of_algorithms analysis] of [[Algorithms|algorithms]]
<ref>[http://cis.csuohio.edu/~munakata/profess/profess.htm Munakata's Home Page - Professional Information]</ref>.
Since coming to the US in 1967, Toshinori Munakata research has spanned many of AI's most important realms, [[Neural Networks|neural networks]], [https://en.wikipedia.org/wiki/Fuzzy_logic fuzzy logic], [[Genetic Programming#EvolutionaryComputation|evolutionary computing]], and [https://en.wikipedia.org/wiki/Chaos_theory chaotic systems].
=Selected Publications=
<ref>[https://dblp.uni-trier.de/pers/hd/m/Munakata:Toshinori dblp: Toshinori Munakata]</ref>
==1979 ...==
* [[Toshinori Munakata]] ('''1979'''). ''[https://www.semanticscholar.org/paper/Matrices-and-linear-programming-with-applications-Munakata/207231dba7d137926f6d536120a81154dcb2022b Matrices and Linear Programming with Applications]''. Holden-Day, [https://www.amazon.com/Matrices-programming-applications-Toshinori-Munakata/dp/0816261660 amazon.com]
* [[Toshinori Munakata]] ('''1985'''). ''[https://www.sciencedirect.com/science/article/abs/pii/S0020737385800584 Knowledge-Based Systems for Genetics]''. [https://www.journals.elsevier.com/international-journal-of-human-computer-studies International Journal of Man-Machine Studies], Vol. 23, No. 5
* [https://dblp.uni-trier.de/pers/hd/y/Yeh:D=_Yun D. Yun Yeh], [[Toshinori Munakata]] ('''1986'''). ''[https://dl.acm.org/doi/10.1145/5657.5662 Dynamic Initial Allocation and Local Reallocation Procedures for Multiple Stacks]''. [[ACM#Communications|Communications of the ACM]], Vol. 29, No. 2
==1990 ...==
* [[Toshinori Munakata]] ('''1992'''). ''[https://dl.acm.org/doi/10.1145/131295.131300 Notes on Implementing Sets in Prolog]''. [[ACM#Communications|Communications of the ACM]], Vol. 35, No. 3
* [[Toshinori Munakata]], [https://dblp.uni-trier.de/pers/hd/j/Jani:Yashvant Yashvant Jani] ('''1994'''). ''[https://dl.acm.org/doi/10.1145/175247.175254 Fuzzy Systems: An Overview]''. [[ACM#Communications|Communications of the ACM]], Vol. 37, No. 3
* [[Toshinori Munakata]] ('''1995'''). ''[https://dl.acm.org/doi/abs/10.1145/219717.219734 New Horizons in Commercial and Industrial AI]''. [[ACM#Communications|Communications of the ACM]], Vol. 38, No. 11
* [https://scholar.google.com/citations?user=9c96P6cAAAAJ&hl=en William L. Ditto], [[Toshinori Munakata]] ('''1995'''). ''[https://dl.acm.org/doi/10.1145/219717.219797 Principles and Applications of Chaotic Systems]''. [[ACM#Communications|Communications of the ACM]], Vol. 38, No. 11, [http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.120.2481&rep=rep1&type=pdf pdf]
* [[Toshinori Munakata]] ('''1996'''). ''[https://dl.acm.org/doi/10.1145/233977.234001 Thoughts on Deep Blue vs. Kasparov]''. [[ACM#Communications|Communications of the ACM]], Vol. 39, No. 7, [http://cis.csuohio.edu/~munakata/publs/pdf/cacm96.pdf pdf] » [[Kasparov versus Deep Blue 1996]]
* [https://en.wikipedia.org/wiki/Yasser_Seirawan Yasser Seirawan], [[Herbert Simon]], [[Toshinori Munakata]] ('''1997'''). ''[https://dl.acm.org/doi/10.1145/257874.257878 The Implications of Kasparov vs. Deep Blue]''. [[ACM#Communications|Communications of the ACM]], Vol. 40, No. 8, [http://archive.computerhistory.org/projects/chess/related_materials/text/5-4.The_implications_of_deep_blue_vs_kasparov/5-4.The_implications_of_deep_blue_vs_kasparov.simon_seirawan.1997.ACM.062303057.sm.pdf pdf] hosted from [[The Computer History Museum]] » [[Kasparov versus Deep Blue 1997]]
* <span id="FundamentalsNAI1st"></span>[[Toshinori Munakata]] ('''1998'''). ''[http://cis.csuohio.edu/~munakata/publs/book/sp.html Fundamentals of the New Artificial Intelligence: Beyond Traditional Paradigms]''. 1st edition, [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer], [[Toshinori Munakata#FundamentalsNAI2nd|2nd edition 2008]]
* [[Toshinori Munakata]] ('''1998'''). ''[https://www.sciencedirect.com/science/article/abs/pii/S0165011496003892 Notes on implementing fuzzy sets in Prolog]''. [https://en.wikipedia.org/wiki/Fuzzy_Sets_and_Systems Fuzzy Sets and Systems], Vol. 98, No. 3
* [[Toshinori Munakata]] ('''1999'''). ''[https://dl.acm.org/doi/10.1145/319382.319387 Knowledge Discovery - Introduction]''. [[ACM#Communications|Communications of the ACM]], Vol. 42, No. 11
==2000 ...==
* [https://dblp.uni-trier.de/pers/m/Mak:Brenda.html Brenda Mak], [[Toshinori Munakata]] ('''2002'''). ''[https://ideas.repec.org/a/eee/ejores/v136y2002i1p212-229.html Rule extraction from expert heuristics: A comparative study of rough sets with neural networks and ID3]''. [https://en.wikipedia.org/wiki/European_Journal_of_Operational_Research European Journal of Operational Research], Vol. 136], No. 1 <ref>[https://en.wikipedia.org/wiki/Rough_set Rough set from Wikipedia]</ref> <ref>[https://en.wikipedia.org/wiki/ID3_algorithm ID3 algorithm from Wikipedia] » [[Ross Quinlan]]</ref>
* [[Toshinori Munakata]] ('''2007'''). ''[https://link.springer.com/chapter/10.1007/978-3-540-71200-8_14 A Personal View on AI, Rough Set Theory and Professor Pawlak]''. [https://link.springer.com/book/10.1007/978-3-540-71200-8 Transactions on Rough Sets VI] <ref>[[Mathematician#ZPawlak|Mathematician | Zdzisław Pawlak]]</ref>
* <span id="FundamentalsNAI2nd"></span>[[Toshinori Munakata]] ('''2008'''). ''[https://link.springer.com/book/10.1007/978-1-84628-839-5 Fundamentals of the New Artificial Intelligence: Neural, Evolutionary, Fuzzy and More]''. 2nd edition, [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer], [[Toshinori Munakata#FundamentalsNAI1st|1st edition 1998]]
==2010==
* [[Toshinori Munakata]], [https://dblp.uni-trier.de/pers/hd/t/Takahashi:Jun Jun Takahashi], [https://scholar.google.com/citations?user=jWUz2vcAAAAJ&hl=en Munehisa Sekikawa], [https://dblp.uni-trier.de/pers/a/Aihara:Kazuyuki.html Kazuyuki Aihara] ('''2010'''). ''[https://www.tandfonline.com/doi/abs/10.1080/17445760902774898 Chaos computing: a unified view]''. [https://www.tandfonline.com/toc/gpaa20/current International Journal of Parallel, Emergent and Distributed Systems], Vol. 25, No. 1
* [https://scholar.google.com/citations?user=qBceGegAAAAJ&hl=en Masashi Aono], [https://dblp.uni-trier.de/pers/hd/k/Kim:Song=Ju Song-Ju Kim], [https://dblp.uni-trier.de/pers/hd/h/Hara:Masahiko Masahiko Hara], [[Toshinori Munakata]] ('''2014'''). ''[https://pubmed.ncbi.nlm.nih.gov/24384066/ Amoeba-inspired Tug-of-War algorithms for exploration-exploitation dilemma in extended Bandit Problem]''. [http://www.journals.elsevier.com/biosystems/ Biosystems] 117, 1-9, [http://cis.csuohio.edu/~munakata/publs/pdf/BioSystems14.pdf pdf] <ref>[https://en.wikipedia.org/wiki/Physarum_polycephalum Physarum polycephalum from Wikipedia]</ref> <ref>[https://en.wikipedia.org/wiki/Tug_of_war Tug of war from Wikipedia]</ref> <ref>[https://en.wikipedia.org/wiki/Multi-armed_bandit Multi-armed bandit from Wikipedia]</ref>
=External Links=
* [http://cis.csuohio.edu/~munakata/ Munakata's Home Page]
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Researcher|Munakata]]
[[FILE:ToshinoriMunakata.jpg|border|right|thumb|link=http://cis.csuohio.edu/~munakata/| Toshinori Munakata <ref>Image (cropped) from [http://cis.csuohio.edu/~munakata/ Munakata's Home Page]</ref> ]]
'''Toshinori Munakata''',<br/>
a [https://en.wikipedia.org/wiki/Japanese_Americans Japanese American] computer scientist,
and distinguished professor emeritus at Computer and Information Science Department, [https://en.wikipedia.org/wiki/Cleveland_State_University Cleveland State University],
holding a B.Sc., M.Sc. and Ph.D. from [https://en.wikipedia.org/wiki/University_of_Tokyo University of Tokyo].
His research interests include [[Artificial Intelligence|artificial intelligence]], new [https://en.wikipedia.org/wiki/Programming_paradigm computing paradigms], and [https://en.wikipedia.org/wiki/Analysis_of_algorithms analysis] of [[Algorithms|algorithms]]
<ref>[http://cis.csuohio.edu/~munakata/profess/profess.htm Munakata's Home Page - Professional Information]</ref>.
Since coming to the US in 1967, Toshinori Munakata research has spanned many of AI's most important realms, [[Neural Networks|neural networks]], [https://en.wikipedia.org/wiki/Fuzzy_logic fuzzy logic], [[Genetic Programming#EvolutionaryComputation|evolutionary computing]], and [https://en.wikipedia.org/wiki/Chaos_theory chaotic systems].
=Selected Publications=
<ref>[https://dblp.uni-trier.de/pers/hd/m/Munakata:Toshinori dblp: Toshinori Munakata]</ref>
==1979 ...==
* [[Toshinori Munakata]] ('''1979'''). ''[https://www.semanticscholar.org/paper/Matrices-and-linear-programming-with-applications-Munakata/207231dba7d137926f6d536120a81154dcb2022b Matrices and Linear Programming with Applications]''. Holden-Day, [https://www.amazon.com/Matrices-programming-applications-Toshinori-Munakata/dp/0816261660 amazon.com]
* [[Toshinori Munakata]] ('''1985'''). ''[https://www.sciencedirect.com/science/article/abs/pii/S0020737385800584 Knowledge-Based Systems for Genetics]''. [https://www.journals.elsevier.com/international-journal-of-human-computer-studies International Journal of Man-Machine Studies], Vol. 23, No. 5
* [https://dblp.uni-trier.de/pers/hd/y/Yeh:D=_Yun D. Yun Yeh], [[Toshinori Munakata]] ('''1986'''). ''[https://dl.acm.org/doi/10.1145/5657.5662 Dynamic Initial Allocation and Local Reallocation Procedures for Multiple Stacks]''. [[ACM#Communications|Communications of the ACM]], Vol. 29, No. 2
==1990 ...==
* [[Toshinori Munakata]] ('''1992'''). ''[https://dl.acm.org/doi/10.1145/131295.131300 Notes on Implementing Sets in Prolog]''. [[ACM#Communications|Communications of the ACM]], Vol. 35, No. 3
* [[Toshinori Munakata]], [https://dblp.uni-trier.de/pers/hd/j/Jani:Yashvant Yashvant Jani] ('''1994'''). ''[https://dl.acm.org/doi/10.1145/175247.175254 Fuzzy Systems: An Overview]''. [[ACM#Communications|Communications of the ACM]], Vol. 37, No. 3
* [[Toshinori Munakata]] ('''1995'''). ''[https://dl.acm.org/doi/abs/10.1145/219717.219734 New Horizons in Commercial and Industrial AI]''. [[ACM#Communications|Communications of the ACM]], Vol. 38, No. 11
* [https://scholar.google.com/citations?user=9c96P6cAAAAJ&hl=en William L. Ditto], [[Toshinori Munakata]] ('''1995'''). ''[https://dl.acm.org/doi/10.1145/219717.219797 Principles and Applications of Chaotic Systems]''. [[ACM#Communications|Communications of the ACM]], Vol. 38, No. 11, [http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.120.2481&rep=rep1&type=pdf pdf]
* [[Toshinori Munakata]] ('''1996'''). ''[https://dl.acm.org/doi/10.1145/233977.234001 Thoughts on Deep Blue vs. Kasparov]''. [[ACM#Communications|Communications of the ACM]], Vol. 39, No. 7, [http://cis.csuohio.edu/~munakata/publs/pdf/cacm96.pdf pdf] » [[Kasparov versus Deep Blue 1996]]
* [https://en.wikipedia.org/wiki/Yasser_Seirawan Yasser Seirawan], [[Herbert Simon]], [[Toshinori Munakata]] ('''1997'''). ''[https://dl.acm.org/doi/10.1145/257874.257878 The Implications of Kasparov vs. Deep Blue]''. [[ACM#Communications|Communications of the ACM]], Vol. 40, No. 8, [http://archive.computerhistory.org/projects/chess/related_materials/text/5-4.The_implications_of_deep_blue_vs_kasparov/5-4.The_implications_of_deep_blue_vs_kasparov.simon_seirawan.1997.ACM.062303057.sm.pdf pdf] hosted from [[The Computer History Museum]] » [[Kasparov versus Deep Blue 1997]]
* <span id="FundamentalsNAI1st"></span>[[Toshinori Munakata]] ('''1998'''). ''[http://cis.csuohio.edu/~munakata/publs/book/sp.html Fundamentals of the New Artificial Intelligence: Beyond Traditional Paradigms]''. 1st edition, [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer], [[Toshinori Munakata#FundamentalsNAI2nd|2nd edition 2008]]
* [[Toshinori Munakata]] ('''1998'''). ''[https://www.sciencedirect.com/science/article/abs/pii/S0165011496003892 Notes on implementing fuzzy sets in Prolog]''. [https://en.wikipedia.org/wiki/Fuzzy_Sets_and_Systems Fuzzy Sets and Systems], Vol. 98, No. 3
* [[Toshinori Munakata]] ('''1999'''). ''[https://dl.acm.org/doi/10.1145/319382.319387 Knowledge Discovery - Introduction]''. [[ACM#Communications|Communications of the ACM]], Vol. 42, No. 11
==2000 ...==
* [https://dblp.uni-trier.de/pers/m/Mak:Brenda.html Brenda Mak], [[Toshinori Munakata]] ('''2002'''). ''[https://ideas.repec.org/a/eee/ejores/v136y2002i1p212-229.html Rule extraction from expert heuristics: A comparative study of rough sets with neural networks and ID3]''. [https://en.wikipedia.org/wiki/European_Journal_of_Operational_Research European Journal of Operational Research], Vol. 136], No. 1 <ref>[https://en.wikipedia.org/wiki/Rough_set Rough set from Wikipedia]</ref> <ref>[https://en.wikipedia.org/wiki/ID3_algorithm ID3 algorithm from Wikipedia] » [[Ross Quinlan]]</ref>
* [[Toshinori Munakata]] ('''2007'''). ''[https://link.springer.com/chapter/10.1007/978-3-540-71200-8_14 A Personal View on AI, Rough Set Theory and Professor Pawlak]''. [https://link.springer.com/book/10.1007/978-3-540-71200-8 Transactions on Rough Sets VI] <ref>[[Mathematician#ZPawlak|Mathematician | Zdzisław Pawlak]]</ref>
* <span id="FundamentalsNAI2nd"></span>[[Toshinori Munakata]] ('''2008'''). ''[https://link.springer.com/book/10.1007/978-1-84628-839-5 Fundamentals of the New Artificial Intelligence: Neural, Evolutionary, Fuzzy and More]''. 2nd edition, [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer], [[Toshinori Munakata#FundamentalsNAI1st|1st edition 1998]]
==2010==
* [[Toshinori Munakata]], [https://dblp.uni-trier.de/pers/hd/t/Takahashi:Jun Jun Takahashi], [https://scholar.google.com/citations?user=jWUz2vcAAAAJ&hl=en Munehisa Sekikawa], [https://dblp.uni-trier.de/pers/a/Aihara:Kazuyuki.html Kazuyuki Aihara] ('''2010'''). ''[https://www.tandfonline.com/doi/abs/10.1080/17445760902774898 Chaos computing: a unified view]''. [https://www.tandfonline.com/toc/gpaa20/current International Journal of Parallel, Emergent and Distributed Systems], Vol. 25, No. 1
* [https://scholar.google.com/citations?user=qBceGegAAAAJ&hl=en Masashi Aono], [https://dblp.uni-trier.de/pers/hd/k/Kim:Song=Ju Song-Ju Kim], [https://dblp.uni-trier.de/pers/hd/h/Hara:Masahiko Masahiko Hara], [[Toshinori Munakata]] ('''2014'''). ''[https://pubmed.ncbi.nlm.nih.gov/24384066/ Amoeba-inspired Tug-of-War algorithms for exploration-exploitation dilemma in extended Bandit Problem]''. [http://www.journals.elsevier.com/biosystems/ Biosystems] 117, 1-9, [http://cis.csuohio.edu/~munakata/publs/pdf/BioSystems14.pdf pdf] <ref>[https://en.wikipedia.org/wiki/Physarum_polycephalum Physarum polycephalum from Wikipedia]</ref> <ref>[https://en.wikipedia.org/wiki/Tug_of_war Tug of war from Wikipedia]</ref> <ref>[https://en.wikipedia.org/wiki/Multi-armed_bandit Multi-armed bandit from Wikipedia]</ref>
=External Links=
* [http://cis.csuohio.edu/~munakata/ Munakata's Home Page]
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Researcher|Munakata]]
