Byoung-Tak Zhang

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Jung-Woo HaResearch Fellow@NAVER AI Lab, Head of Future AI Center@NAVERVerified email at navercorp.com
Jin Wu NamProfessor at Hanyang UniversityVerified email at hanyang.ac.kr
Soo-Yong ShinHead of Research & Chief Privacy Officer, KakaoHealthcareVerified email at kakaohealthcare.com
Je-Keun RheeSoongsil UniversityVerified email at ssu.ac.kr
Sang-Woo LeeNAVER CloudVerified email at navercorp.com
Dong-Yeon ChoT-Brain, SK TelecomVerified email at sktbrain.com
Kyu-Baek HwangProfessor of computer science and engineering, Soongsil UniversityVerified email at ssu.ac.kr
Min-Oh HeoResearch Scientist, HYUNDAI AUTOEVERVerified email at hyundai-autoever.com
Donghyun KwakNAVER Clova AI, Seoul National University: Biointelligence LabVerified email at navercorp.com
Soo-Jin KimPh.D., Interdisciplinary Program in Bioinformatics, Seoul National UniversityVerified email at bi.snu.ac.kr
Heinz Mühlenbeinwww.muehlenbein.orgVerified email at online.de
Sun KimAmazon Alexa AI; National Center for Biotechnology Information (NCBI)Verified email at amazon.com
Seung-Joon YiPusan National UniversityVerified email at pusan.ac.kr
Young-Woo SeoThe Robotics Institute, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Suk I. YooProfessor of Computer Science and Engineering, Seoul National UniversityVerified email at snu.ac.kr
Joo-Kyung KimAmazon AGIVerified email at amazon.com
Danny van NoortLinköping UniversityVerified email at uni-lj.si
Hee-Woong LimAssistant Professor, Division of Biomedical Informatics, Cincinnati Children's HospitalVerified email at cchmc.org
Woong-Yang ParkSamsung Genome InstituteVerified email at samsung.com
Isaac KohaneHarvard Medical School, Children's Hospital, Brigham and Women's HospitalVerified email at hms.harvard.edu

Byoung-Tak Zhang

Professor of Computer Science, Cognitive Science, and Brain Science, Seoul National University

Verified email at bi.snu.ac.kr - Homepage

Machine Learning Artificial Intelligence Cognitive Science


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Molecular basis for the recognition of primary microRNAs by the Drosha-DGCR8 complex J Han, Y Lee, KH Yeom, JW Nam, I Heo, JK Rhee, SY Sohn, Y Cho, ... cell 125 (5), 887-901, 2006	2208	2006
Bilinear attention networks JH Kim, J Jun, BT Zhang Advances in neural information processing systems 31, 2018	1009	2018
Hadamard product for low-rank bilinear pooling JH Kim, KW On, W Lim, J Kim, JW Ha, BT Zhang arXiv preprint arXiv:1610.04325, 2016	861	2016
Overcoming catastrophic forgetting by incremental moment matching SW Lee, JH Kim, J Jun, JW Ha, BT Zhang Advances in neural information processing systems 30, 2017	709	2017
Multimodal residual learning for visual qa JH Kim, SW Lee, D Kwak, MO Heo, J Kim, JW Ha, BT Zhang Advances in neural information processing systems 29, 2016	378	2016
Balancing accuracy and parsimony in genetic programming BT Zhang, H Mühlenbein Evolutionary Computation 3 (1), 17-38, 1995	347	1995
Human microRNA prediction through a probabilistic co-learning model of sequence and structure JW Nam, KR Shin, J Han, Y Lee, VN Kim, BT Zhang Nucleic acids research 33 (11), 3570-3581, 2005	307	2005
Multiobjective evolutionary optimization of DNA sequences for reliable DNA computing SY Shin, IH Lee, D Kim, BT Zhang IEEE transactions on evolutionary computation 9 (2), 143-158, 2005	296	2005
miTarget: microRNA target gene prediction using a support vector machine SK Kim, JW Nam, JK Rhee, WJ Lee, BT Zhang BMC bioinformatics 7, 1-12, 2006	293	2006
Hypernetworks: A molecular evolutionary architecture for cognitive learning and memory BT Zhang IEEE computational intelligence magazine 3 (3), 49-63, 2008	217	2008
Evolving optimal neural networks using genetic algorithms with Occam's razor BT Zhang, H Muhlenbein Complex systems 7 (3), 199-220, 1993	206	1993
Deepstory: Video story qa by deep embedded memory networks KM Kim, MO Heo, SH Choi, BT Zhang arXiv preprint arXiv:1707.00836, 2017	203	2017
Solving traveling salesman problems with DNA molecules encoding numerical values JY Lee, SY Shin, TH Park, BT Zhang BioSystems 78 (1-3), 39-47, 2004	194	2004
AptaCDSS-E: A classifier ensemble-based clinical decision support system for cardiovascular disease level prediction JH Eom, SC Kim, BT Zhang Expert Systems with Applications 34 (4), 2465-2479, 2008	175	2008
Discovery of microRNA–mRNA modules via population-based probabilistic learning JG Joung, KB Hwang, JW Nam, SJ Kim, BT Zhang Bioinformatics 23 (9), 1141-1147, 2007	175	2007
Effective mixing in a microfluidic chip using magnetic particles SH Lee, D Van Noort, JY Lee, BT Zhang, TH Park Lab on a Chip 9 (3), 479-482, 2009	146	2009
Learning user's preferences by analyzing Web-browsing behaviors YW Seo, BT Zhang Proceedings of the fourth international conference on Autonomous agents, 381-387, 2000	131	2000
Personalized web-document filtering using reinforcement learning BT Zhang, YW Seo Applied Artificial Intelligence 15 (7), 665-685, 2001	130	2001
A reinforcement learning agent for personalized information filtering YW Seo, BT Zhang Proceedings of the 5th international conference on Intelligent user …, 2000	130	2000
Evolutionary induction of sparse neural trees BT Zhang, P Ohm, H Mühlenbein Evolutionary Computation 5 (2), 213-236, 1997	128	1997

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