Byoung-Tak Zhang

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Jung-Woo HaResearch Fellow@NAVER AI Lab, AI Research Head@NAVER, Adj. Prof. @HKUSTVerified email at navercorp.com
Jin Wu NamProfessor at Hanyang UniversityVerified email at hanyang.ac.kr
Soo-Yong ShinChief Research Officer & Chief Privacy Officer, Kakao HealthcareVerified 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
Soo-Jin KimPh.D., Interdisciplinary Program in Bioinformatics, Seoul National UniversityVerified email at bi.snu.ac.kr
Donghyun KwakNAVER Clova AI, Seoul National University: Biointelligence LabVerified email at navercorp.com
Sun KimAmazon Alexa AI; National Center for Biotechnology Information (NCBI)Verified email at amazon.com
Heinz Mühlenbeinwww.muehlenbein.orgVerified email at online.de
Seung-Joon YiPusan National UniversityVerified email at pusan.ac.kr
Suk I. YooProfessor of Computer Science and Engineering, Seoul National UniversityVerified email at snu.ac.kr
Young-Woo SeoThe Robotics Institute, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Hee-Woong LimAssistant Professor, Division of Biomedical Informatics, Cincinnati Children's HospitalVerified email at cchmc.org
Joo-Kyung KimAmazon Alexa AIVerified email at amazon.com
Danny van NoortLinköping UniversityVerified email at uni-lj.si
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	2124	2006
Bilinear attention networks JH Kim, J Jun, BT Zhang Advances in neural information processing systems 31, 2018	788	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	744	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	578	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	336	2016
Balancing accuracy and parsimony in genetic programming BT Zhang, H Mühlenbein Evolutionary Computation 3 (1), 17-38, 1995	331	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	299	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), 1-12, 2006	288	2006
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	283	2005
Hypernetworks: A molecular evolutionary architecture for cognitive learning and memory BT Zhang IEEE computational intelligence magazine 3 (3), 49-63, 2008	204	2008
Evolving optimal neural networks using genetic algorithms with Occam's razor BT Zhang, H Muhlenbein Complex systems 7 (3), 199-220, 1993	193	1993
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	192	2004
Deepstory: Video story qa by deep embedded memory networks KM Kim, MO Heo, SH Choi, BT Zhang arXiv preprint arXiv:1707.00836, 2017	174	2017
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	174	2007
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	165	2008
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	129	2009
Personalized web-document filtering using reinforcement learning BT Zhang, YW Seo Applied Artificial Intelligence 15 (7), 665-685, 2001	127	2001
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	126	2000
Identification of biochemical networks by S-tree based genetic programming DY Cho, KH Cho, BT Zhang Bioinformatics 22 (13), 1631-1640, 2006	124	2006
A reinforcement learning agent for personalized information filtering YW Seo, BT Zhang Proceedings of the 5th international conference on Intelligent user …, 2000	124	2000

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