James T. Kwok
James T. Kwok
Professor of Computer Science and Engineering, Hong Kong University of Science and Technology
Verified email at cse.ust.hk - Homepage
TitleCited byYear
Domain adaptation via transfer component analysis
SJ Pan, IW Tsang, JT Kwok, Q Yang
IEEE Transactions on Neural Networks 22 (2), 199-210, 2011
14562011
Core vector machines: Fast SVM training on very large data sets
IW Tsang, JT Kwok, PM Cheung
Journal of Machine Learning Research 6 (Apr), 363-392, 2005
10692005
Core vector machines: Fast SVM training on very large data sets
IW Tsang, JT Kwok, PM Cheung
Journal of Machine Learning Research 6 (Apr), 363-392, 2005
10692005
Constructive algorithms for structure learning in feedforward neural networks for regression problems
Y Kwok
IEEE Transactions on Neural Networks 8 (3), 630-645, 1997
5691997
Transfer Learning via Dimensionality Reduction.
SJ Pan, JT Kwok, Q Yang
AAAI 8, 677-682, 2008
5012008
The pre-image problem in kernel methods
Kwok
IEEE Transactions on Neural Networks 15 (6), 1517-1525, 2004
4862004
The pre-image problem in kernel methods
JT Kwok, IW Tsang
ICML, 408-415, 2003
4862003
Combination of images with diverse focuses using the spatial frequency
S Li, JT Kwok, Y Wang
Information fusion 2 (3), 169-176, 2001
3622001
Using the discrete wavelet frame transform to merge Landsat TM and SPOT panchromatic images
S Li, JT Kwok, Y Wang
Information Fusion 3 (1), 17-23, 2002
3542002
Multifocus image fusion using artificial neural networks
S Li, JT Kwok, Y Wang
Pattern Recognition Letters 23 (8), 985-997, 2002
3342002
Mining customer product ratings for personalized marketing
KW Cheung, JT Kwok, MH Law, KC Tsui
Decision Support Systems 35 (2), 231-243, 2003
3292003
Improved Nyström low-rank approximation and error analysis
K Zhang, IW Tsang, JT Kwok
Proceedings of the 25th international conference on Machine learning, 1232-1239, 2008
3272008
Texture classification using the support vector machines
S Li, JT Kwok, H Zhu, Y Wang
Pattern recognition 36 (12), 2883-2893, 2003
2492003
Simpler core vector machines with enclosing balls
IW Tsang, A Kocsor, JT Kwok
Proceedings of the 24th international conference on Machine learning, 911-918, 2007
2462007
Objective functions for training new hidden units in constructive neural networks
Y Kwok
IEEE Transactions on Neural Networks 8 (5), 1131-1148, 1997
2451997
Asynchronous Distributed ADMM for Consensus Optimization
R Zhang, J Kwok
Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014
2402014
The evidence framework applied to support vector machines
JTY Kwok
IEEE Transactions on Neural Networks 11 (5), 1162-1173, 2000
2302000
A novel incremental principal component analysis and its application for face recognition
H Zhao, PC Yuen, JT Kwok
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 36 …, 2006
2252006
Moderating the outputs of support vector machine classifiers
Kwok
IEEE Transactions on Neural Networks 10 (5), 1018-1031, 1999
2171999
Generalized core vector machines
IWH Tsang, JTY Kwok, JM Zurada
IEEE Transactions on Neural Networks 17 (5), 1126-1140, 2006
2102006
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Articles 1–20