Sinno Jialin Pan
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A survey on transfer learning
SJ Pan, Q Yang
IEEE Transactions on knowledge and data engineering 22 (10), 1345-1359, 2010
Domain adaptation via transfer component analysis
SJ Pan, IW Tsang, JT Kwok, Q Yang
IEEE Transactions on Neural Networks 22 (2), 199-210, 2011
Cross-domain sentiment classification via spectral feature alignment
SJ Pan, X Ni, JT Sun, Q Yang, Z Chen
Proceedings of the 19th international conference on World wide web, 751-760, 2010
Transfer Learning via Dimensionality Reduction.
SJ Pan, JT Kwok, Q Yang
AAAI 8, 677-682, 2008
Transfer defect learning
J Nam, SJ Pan, S Kim
2013 35th International Conference on Software Engineering (ICSE), 382-391, 2013
Adaptation regularization: A general framework for transfer learning
M Long, J Wang, G Ding, SJ Pan, SY Philip
IEEE Transactions on Knowledge and Data Engineering 26 (5), 1076-1089, 2014
Domain generalization with adversarial feature learning
H Li, SJ Pan, S Wang, AC Kot
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
Heterogeneous transfer learning for image classification
Y Zhu, Y Chen, Z Lu, SJ Pan, GR Xue, Y Yu, Q Yang
Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
Recursive neural conditional random fields for aspect-based sentiment analysis
W Wang, SJ Pan, D Dahlmeier, X Xiao
EMNLP, 616-626, 2016
Learning to prune deep neural networks via layer-wise optimal brain surgeon
X Dong, S Chen, S Pan
Advances in Neural Information Processing Systems 30, 4857-4867, 2017
Supervised representation learning: Transfer learning with deep autoencoders
F Zhuang, X Cheng, P Luo, SJ Pan, Q He
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Coupled multi-layer attentions for co-extraction of aspect and opinion terms
W Wang, SJ Pan, D Dahlmeier, X Xiao
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
Hydra: Massively compositional model for cross-project defect prediction
X Xia, D Lo, SJ Pan, N Nagappan, X Wang
IEEE Transactions on software Engineering 42 (10), 977-998, 2016
Short and sparse text topic modeling via self-aggregation
X Quan, C Kit, Y Ge, SJ Pan
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Cross-domain co-extraction of sentiment and topic lexicons
F Li, SJ Pan, O Jin, Q Yang, X Zhu
Proceedings of the 50th Annual Meeting of the Association for Computational …, 2012
Hybrid heterogeneous transfer learning through deep learning
JT Zhou, SJ Pan, IW Tsang, Y Yan
Twenty-eighth AAAI conference on artificial intelligence, 2014
Estimating location using wi-fi
Q Yang, SJ Pan, VW Zheng
IEEE Computer Society, 2008
Adaptive localization in a dynamic WiFi environment through multi-view learning
SJ Pan, JT Kwok, Q Yang, JJ Pan
AAAI, 1108-1113, 2007
Tracking mobile users in wireless networks via semi-supervised colocalization
JJ Pan, SJ Pan, J Yin, LM Ni, Q Yang
IEEE transactions on pattern analysis and machine intelligence 34 (3), 587-600, 2012
Heterogeneous domain adaptation for multiple classes
JT Zhou, IW Tsang, SJ Pan, M Tan
Artificial Intelligence and Statistics, 1095-1103, 2014
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