James T. Kwok
James T. Kwok
Professor of Computer Science and Engineering, Hong Kong University of Science and Technology
E-mail confirmado em cse.ust.hk - Página inicial
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Domain adaptation via transfer component analysis
SJ Pan, IW Tsang, JT Kwok, Q Yang
IEEE Transactions on Neural Networks 22 (2), 199-210, 2011
25652011
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
12142005
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
12142005
Transfer Learning via Dimensionality Reduction.
SJ Pan, JT Kwok, Q Yang
AAAI 8, 677-682, 2008
6532008
Constructive algorithms for structure learning in feedforward neural networks for regression problems
Y Kwok
IEEE Transactions on Neural Networks 8 (3), 630-645, 1997
6291997
The pre-image problem in kernel methods
Kwok
IEEE Transactions on Neural Networks 15 (6), 1517-1525, 2004
5522004
The pre-image problem in kernel methods
JT Kwok, IW Tsang
ICML, 408-415, 2003
5522003
Combination of images with diverse focuses using the spatial frequency
S Li, JT Kwok, Y Wang
Information fusion 2 (3), 169-176, 2001
4152001
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
3912002
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
3892008
Multifocus image fusion using artificial neural networks
S Li, JT Kwok, Y Wang
Pattern Recognition Letters 23 (8), 985-997, 2002
3792002
Mining customer product ratings for personalized marketing
KW Cheung, JT Kwok, MH Law, KC Tsui
Decision Support Systems 35 (2), 231-243, 2003
3632003
Asynchronous Distributed ADMM for Consensus Optimization
R Zhang, J Kwok
Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014
3542014
Generalizing from a few examples: A survey on few-shot learning
Y Wang, Q Yao, JT Kwok, LM Ni
ACM Computing Surveys (CSUR) 53 (3), 1-34, 2020
3392020
Texture classification using the support vector machines
S Li, JT Kwok, H Zhu, Y Wang
Pattern recognition 36 (12), 2883-2893, 2003
2782003
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
2672007
Objective functions for training new hidden units in constructive neural networks
Y Kwok
IEEE Transactions on Neural Networks 8 (5), 1131-1148, 1997
2671997
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
2472006
The evidence framework applied to support vector machines
JTY Kwok
IEEE Transactions on Neural Networks 11 (5), 1162-1173, 2000
2422000
Generalized core vector machines
IWH Tsang, JTY Kwok, JM Zurada
IEEE Transactions on Neural Networks 17 (5), 1126-1140, 2006
2392006
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