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Created page with "'''Home * People * Byoung-Tak Zhang''' FILE:ByoungTakZhang.jpg|border|right|thumb|200px|link=https://www.linkedin.com/in/byoung-tak-zhang-a30a6546| Byoung..."
'''[[Main Page|Home]] * [[People]] * Byoung-Tak Zhang'''
[[FILE:ByoungTakZhang.jpg|border|right|thumb|200px|link=https://www.linkedin.com/in/byoung-tak-zhang-a30a6546| Byoung-Tak Zhang <ref>[https://www.linkedin.com/in/byoung-tak-zhang-a30a6546 Byoung-Tak Zhang | LinkedIn]</ref> ]]
'''Byoung-Tak Zhang''',<br/>
a Korean computer scientist, cognitive scientist, professor of [[Artificial Intelligence|artificial intelligence]] and [[Cognition|cognitive science]] at [https://en.wikipedia.org/wiki/Seoul_National_University Seoul National University], and director of its Center for Biointelligence Technology <ref>[http://cse.snu.ac.kr/en/research-center/center-for-biointelligence-technology Center for Biointelligence Technology | SNU Computer Science and Engineering]</ref> , as well as head of its Cognitive Robotics and Artificial Intelligence Group (CRAIG). He holds a Ph.D. in CS and AI from [https://en.wikipedia.org/wiki/University_of_Bonn University of Bonn] in 1992, where his advisors include [[Gerd Veenker]] and [[Mathematician#ABCremers|Armin Cremers]], and had various research and teaching appointments in academia and industry, such as visiting scholar and professor at [[Massachusetts Institute of Technology|MIT]] and [https://en.wikipedia.org/wiki/Princeton_University Princeton University]. His research interests include [https://en.wikipedia.org/wiki/Neuroinformatics neuroinformatics], [https://en.wikipedia.org/wiki/Statistical_model probabilistic models] of [https://en.wikipedia.org/wiki/Brain brain] and cognition, [[Neural Networks|neural networks]], [[Genetic Programming#GeneticAlgorithm|genetic algorithms]], and [https://en.wikipedia.org/wiki/Robotics robotics].
=Selected Publications=
<ref>[http://dblp.uni-trier.de/pers/hd/z/Zhang:Byoung=Tak dblp: Byoung-Tak Zhang]</ref>
==1990 ...==
* [[Byoung-Tak Zhang]], [[Gerd Veenker]] ('''1991'''). ''[http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=170480&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D170480 Neural networks that teach themselves through genetic discovery of novel examples]''. [http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000500 IEEE IJCNN'91], [https://bi.snu.ac.kr/Publications/Conferences/International/IJCNN91.pdf pdf]
* [[Byoung-Tak Zhang]], [[Gerd Veenker]] ('''1991'''). ''Focused incremental learning for improved generalization with reduced training sets''. ICANN'91, [https://bi.snu.ac.kr/Publications/Conferences/International/ICANN'91.pdf pdf]
* [[Byoung-Tak Zhang]] ('''1992'''). ''Learning by genetic neural evolution: Active adaptation to unknown environments with self-developing parallel networks''. Ph.D. thesis, [https://en.wikipedia.org/wiki/University_of_Bonn University of Bonn], advisors [[Gerd Veenker]], [[Mathematician#ABCremers|Armin Cremers]] and [http://dblp.uni-trier.de/pers/hd/l/Lenders:Winfried Winfried Lenders]
* [[Byoung-Tak Zhang]], [[Mathematician#HMuehlenbein|Heinz Mühlenbein]] ('''1993'''). ''Evolving Optimal Neural Networks Using Genetic Algorithms with Occam's Razor''. [https://en.wikipedia.org/wiki/Complex_Systems_(journal) Complex Systems], Vol. 7, [http://www.complex-systems.com/pdf/07-3-2.pdf pdf]
* [[Byoung-Tak Zhang]], [http://dblp.uni-trier.de/pers/hd/o/Ohm:Peter Peter Ohm], [[Mathematician#HMuehlenbein|Heinz Mühlenbein]] ('''1997'''). ''Evolutionary Induction of Sparse Neural Trees''. [https://en.wikipedia.org/wiki/Evolutionary_Computation_(journal) Evolutionary Computation], Vol. 5, No. 2, [https://bi.snu.ac.kr/Publications/Journals/International/ECJ%201997%20Zhang.pdf pdf]
==2000 ...==
* [[Byoung-Tak Zhang]], [http://dblp.uni-trier.de/pers/hd/j/Joung:Je=Gun Je-Gun Joung] ('''2000'''). ''Building Optimal Committees of Genetic Programs''. [http://dblp.uni-trier.de/db/conf/ppsn/ppsn2000.html#ZhangJ00 PPSN 2000], [https://bi.snu.ac.kr/Publications/Journals/International/PPSN2000_JGJoung.pdf pdf]
* [[Byoung-Tak Zhang]] ('''2008'''). ''Hypernetworks: A molecular evolutionary architecture for cognitive learning and memory''. [[IEEE|IEEE Computational Intelligence Magazine]], Vol. 3, No. 3, [https://bi.snu.ac.kr/Publications/Journals/International/IEEE_Comp_Int_3_Zhang.pdf pdf]
* [[Byoung-Tak Zhang]] ('''2009'''). ''Teaching an agent by playing a multimodal memory game: challenges for machine learners and human teachers''. [[AAAI]] 2009 Spring Symposium: Agents that Learn from Human Teachers, [https://bi.snu.ac.kr/Publications/Conferences/International/AAAI_SS09_LFH_Zhang.pdf pdf]
==2010 ...==
* [http://dblp.uni-trier.de/pers/hd/f/Fareed:Umer Umer Fareed], [[Byoung-Tak Zhang]] ('''2010'''). ''[http://link.springer.com/chapter/10.1007%2F978-3-642-15037-1_25 MMG: A Learning Game Platform for Understanding and Predicting Human Recall Memory]''. [http://dblp.uni-trier.de/db/conf/pkaw/pkaw2010.html#FareedZ10 PKAW 2010]
* [http://dblp.uni-trier.de/pers/hd/p/Park:Tae=Suh Tae-Suh Park], [[Byoung-Tak Zhang]] ('''2015'''). ''Consensus Analysis and Modeling of Visual Aesthetic Perception''. [[IEEE#TACOM|IEEE Transactions on Affective Computing]], Vol. 6, No. 3, [https://bi.snu.ac.kr/Publications/Journals/International/IEEE_TAC_2015_TSPark.pdf pdf]
=External Links=
* [https://bi.snu.ac.kr/~btzhang/ Byoung-Tak Zhang's Home Page]
* [https://www.linkedin.com/in/byoung-tak-zhang-a30a6546 Byoung-Tak Zhang | LinkedIn]
* [https://scholar.google.com/citations?user=sYTUOu8AAAAJ&hl=en Byoung-Tak Zhang - Google Scholar Citations]
=References=
<references/>
'''[[People|Up one level]]'''
[[FILE:ByoungTakZhang.jpg|border|right|thumb|200px|link=https://www.linkedin.com/in/byoung-tak-zhang-a30a6546| Byoung-Tak Zhang <ref>[https://www.linkedin.com/in/byoung-tak-zhang-a30a6546 Byoung-Tak Zhang | LinkedIn]</ref> ]]
'''Byoung-Tak Zhang''',<br/>
a Korean computer scientist, cognitive scientist, professor of [[Artificial Intelligence|artificial intelligence]] and [[Cognition|cognitive science]] at [https://en.wikipedia.org/wiki/Seoul_National_University Seoul National University], and director of its Center for Biointelligence Technology <ref>[http://cse.snu.ac.kr/en/research-center/center-for-biointelligence-technology Center for Biointelligence Technology | SNU Computer Science and Engineering]</ref> , as well as head of its Cognitive Robotics and Artificial Intelligence Group (CRAIG). He holds a Ph.D. in CS and AI from [https://en.wikipedia.org/wiki/University_of_Bonn University of Bonn] in 1992, where his advisors include [[Gerd Veenker]] and [[Mathematician#ABCremers|Armin Cremers]], and had various research and teaching appointments in academia and industry, such as visiting scholar and professor at [[Massachusetts Institute of Technology|MIT]] and [https://en.wikipedia.org/wiki/Princeton_University Princeton University]. His research interests include [https://en.wikipedia.org/wiki/Neuroinformatics neuroinformatics], [https://en.wikipedia.org/wiki/Statistical_model probabilistic models] of [https://en.wikipedia.org/wiki/Brain brain] and cognition, [[Neural Networks|neural networks]], [[Genetic Programming#GeneticAlgorithm|genetic algorithms]], and [https://en.wikipedia.org/wiki/Robotics robotics].
=Selected Publications=
<ref>[http://dblp.uni-trier.de/pers/hd/z/Zhang:Byoung=Tak dblp: Byoung-Tak Zhang]</ref>
==1990 ...==
* [[Byoung-Tak Zhang]], [[Gerd Veenker]] ('''1991'''). ''[http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=170480&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D170480 Neural networks that teach themselves through genetic discovery of novel examples]''. [http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000500 IEEE IJCNN'91], [https://bi.snu.ac.kr/Publications/Conferences/International/IJCNN91.pdf pdf]
* [[Byoung-Tak Zhang]], [[Gerd Veenker]] ('''1991'''). ''Focused incremental learning for improved generalization with reduced training sets''. ICANN'91, [https://bi.snu.ac.kr/Publications/Conferences/International/ICANN'91.pdf pdf]
* [[Byoung-Tak Zhang]] ('''1992'''). ''Learning by genetic neural evolution: Active adaptation to unknown environments with self-developing parallel networks''. Ph.D. thesis, [https://en.wikipedia.org/wiki/University_of_Bonn University of Bonn], advisors [[Gerd Veenker]], [[Mathematician#ABCremers|Armin Cremers]] and [http://dblp.uni-trier.de/pers/hd/l/Lenders:Winfried Winfried Lenders]
* [[Byoung-Tak Zhang]], [[Mathematician#HMuehlenbein|Heinz Mühlenbein]] ('''1993'''). ''Evolving Optimal Neural Networks Using Genetic Algorithms with Occam's Razor''. [https://en.wikipedia.org/wiki/Complex_Systems_(journal) Complex Systems], Vol. 7, [http://www.complex-systems.com/pdf/07-3-2.pdf pdf]
* [[Byoung-Tak Zhang]], [http://dblp.uni-trier.de/pers/hd/o/Ohm:Peter Peter Ohm], [[Mathematician#HMuehlenbein|Heinz Mühlenbein]] ('''1997'''). ''Evolutionary Induction of Sparse Neural Trees''. [https://en.wikipedia.org/wiki/Evolutionary_Computation_(journal) Evolutionary Computation], Vol. 5, No. 2, [https://bi.snu.ac.kr/Publications/Journals/International/ECJ%201997%20Zhang.pdf pdf]
==2000 ...==
* [[Byoung-Tak Zhang]], [http://dblp.uni-trier.de/pers/hd/j/Joung:Je=Gun Je-Gun Joung] ('''2000'''). ''Building Optimal Committees of Genetic Programs''. [http://dblp.uni-trier.de/db/conf/ppsn/ppsn2000.html#ZhangJ00 PPSN 2000], [https://bi.snu.ac.kr/Publications/Journals/International/PPSN2000_JGJoung.pdf pdf]
* [[Byoung-Tak Zhang]] ('''2008'''). ''Hypernetworks: A molecular evolutionary architecture for cognitive learning and memory''. [[IEEE|IEEE Computational Intelligence Magazine]], Vol. 3, No. 3, [https://bi.snu.ac.kr/Publications/Journals/International/IEEE_Comp_Int_3_Zhang.pdf pdf]
* [[Byoung-Tak Zhang]] ('''2009'''). ''Teaching an agent by playing a multimodal memory game: challenges for machine learners and human teachers''. [[AAAI]] 2009 Spring Symposium: Agents that Learn from Human Teachers, [https://bi.snu.ac.kr/Publications/Conferences/International/AAAI_SS09_LFH_Zhang.pdf pdf]
==2010 ...==
* [http://dblp.uni-trier.de/pers/hd/f/Fareed:Umer Umer Fareed], [[Byoung-Tak Zhang]] ('''2010'''). ''[http://link.springer.com/chapter/10.1007%2F978-3-642-15037-1_25 MMG: A Learning Game Platform for Understanding and Predicting Human Recall Memory]''. [http://dblp.uni-trier.de/db/conf/pkaw/pkaw2010.html#FareedZ10 PKAW 2010]
* [http://dblp.uni-trier.de/pers/hd/p/Park:Tae=Suh Tae-Suh Park], [[Byoung-Tak Zhang]] ('''2015'''). ''Consensus Analysis and Modeling of Visual Aesthetic Perception''. [[IEEE#TACOM|IEEE Transactions on Affective Computing]], Vol. 6, No. 3, [https://bi.snu.ac.kr/Publications/Journals/International/IEEE_TAC_2015_TSPark.pdf pdf]
=External Links=
* [https://bi.snu.ac.kr/~btzhang/ Byoung-Tak Zhang's Home Page]
* [https://www.linkedin.com/in/byoung-tak-zhang-a30a6546 Byoung-Tak Zhang | LinkedIn]
* [https://scholar.google.com/citations?user=sYTUOu8AAAAJ&hl=en Byoung-Tak Zhang - Google Scholar Citations]
=References=
<references/>
'''[[People|Up one level]]'''
