Semi-supervised nonnegative matrix factorization H Lee, J Yoo, S Choi IEEE Signal Processing Letters 17 (1), 4-7, 2009 | 257 | 2009 |
Novel high-κ dielectrics for next-generation electronic devices screened by automated ab initio calculations K Yim, Y Yong, J Lee, K Lee, HH Nahm, J Yoo, C Lee, C Seong Hwang, ... NPG Asia Materials 7 (6), e190-e190, 2015 | 234 | 2015 |
Orthogonal nonnegative matrix tri-factorization for co-clustering: Multiplicative updates on stiefel manifolds J Yoo, S Choi Information processing & management 46 (5), 559-570, 2010 | 148 | 2010 |
Deep-learning-based inverse design model for intelligent discovery of organic molecules K Kim, S Kang, J Yoo, Y Kwon, Y Nam, D Lee, I Kim, YS Choi, Y Jung, ... npj Computational Materials 4 (1), 67, 2018 | 106 | 2018 |
Orthogonal nonnegative matrix factorization: Multiplicative updates on Stiefel manifolds J Yoo, S Choi International conference on intelligent data engineering and automated …, 2008 | 89 | 2008 |
Nonnegative matrix partial co-factorization for drum source separation J Yoo, M Kim, K Kang, S Choi 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010 | 76 | 2010 |
Nonnegative matrix factorization with orthogonality constraints JH Yoo, SJ Choi Journal of computing science and engineering 4 (2), 97-109, 2010 | 63 | 2010 |
Principal network analysis: identification of subnetworks representing major dynamics using gene expression data Y Kim, TK Kim, Y Kim, J Yoo, S You, I Lee, G Carlson, L Hood, S Choi, ... Bioinformatics 27 (3), 391-398, 2011 | 62 | 2011 |
Nonnegative matrix partial co-factorization for spectral and temporal drum source separation M Kim, J Yoo, K Kang, S Choi IEEE Journal of Selected Topics in Signal Processing 5 (6), 1192-1204, 2011 | 59 | 2011 |
Weighted nonnegative matrix co-tri-factorization for collaborative prediction J Yoo, S Choi Asian Conference on Machine Learning, 396-411, 2009 | 50 | 2009 |
Probabilistic matrix tri-factorization J Yoo, S Choi 2009 IEEE International Conference on Acoustics, Speech and Signal …, 2009 | 43 | 2009 |
Manifold-respecting discriminant nonnegative matrix factorization S An, J Yoo, S Choi Pattern Recognition Letters 32 (6), 832-837, 2011 | 28 | 2011 |
Bayesian matrix co-factorization: Variational algorithm and Cramér-Rao bound J Yoo, S Choi Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011 | 21 | 2011 |
Blind rhythmic source separation: Nonnegativity and repeatability M Kim, J Yoo, K Kang, S Choi 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010 | 19 | 2010 |
Industrializing AI/ML during the end-to-end drug discovery process J Yoo, TY Kim, IS Joung, SO Song Current Opinion in Structural Biology 79, 102528, 2023 | 16 | 2023 |
Matrix co-factorization on compressed sensing J Yoo, S Choi Proceedings of the Twenty-Second international joint conference on …, 2011 | 12 | 2011 |
Method and system for separating musical sound source MJ Kim, S Choi, J Yoo, K Kang, J Inseon, JW Hong US Patent 8,340,943, 2012 | 10 | 2012 |
MetaDTA: meta-learning-based drug-target binding affinity prediction E Lee, J Yoo, H Lee, S Hong ICLR2022 Machine Learning for Drug Discovery, 2022 | 9 | 2022 |
Hierarchical variational Bayesian matrix co-factorization J Yoo, S Choi 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 9 | 2012 |
Method and apparatus for separating musical sound source using time and frequency characteristics MJ Kim, IS Jang, KO Kang, SJ Choi, JH Yoo, JW Kim US Patent 8,563,842, 2013 | 4 | 2013 |