Dropout vs. batch normalization: an empirical study of their impact to deep learning
Garbin, Christian, Zhu, Xingquan, Marques, Oge
Published in Multimedia tools and applications (01.05.2020)
Published in Multimedia tools and applications (01.05.2020)
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Journal Article
Data mining with big data
Wu, Xindong, Zhu, Xingquan, Wu, Gong-Qing, Ding, Wei
Published in IEEE transactions on knowledge and data engineering (01.01.2014)
Published in IEEE transactions on knowledge and data engineering (01.01.2014)
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Journal Article
Online Feature Selection with Streaming Features
Wu, Xindong, Yu, Kui, Ding, Wei, Wang, Hao, Zhu, Xingquan
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2013)
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2013)
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Journal Article
Deep learning data augmentation for Raman spectroscopy cancer tissue classification
Wu, Man, Wang, Shuwen, Pan, Shirui, Terentis, Andrew C, Strasswimmer, John, Zhu, Xingquan
Published in Scientific reports (13.12.2021)
Published in Scientific reports (13.12.2021)
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Journal Article
Mining With Noise Knowledge: Error-Aware Data Mining
Wu, Xindong, Zhu, Xingquan
Published in IEEE transactions on systems, man and cybernetics. Part A, Systems and humans (01.07.2008)
Published in IEEE transactions on systems, man and cybernetics. Part A, Systems and humans (01.07.2008)
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Journal Article
Multi-Instance Learning with Discriminative Bag Mapping
Wu, Jia, Pan, Shirui, Zhu, Xingquan, Zhang, Chengqi, Wu, Xindong
Published in IEEE transactions on knowledge and data engineering (01.06.2018)
Published in IEEE transactions on knowledge and data engineering (01.06.2018)
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Journal Article
Attributed network embedding via subspace discovery
Zhang, Daokun, Yin, Jie, Zhu, Xingquan, Zhang, Chengqi
Published in Data mining and knowledge discovery (01.11.2019)
Published in Data mining and knowledge discovery (01.11.2019)
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Journal Article
Deep Learning for User Interest and Response Prediction in Online Display Advertising
Gharibshah, Zhabiz, Zhu, Xingquan, Hainline, Arthur, Conway, Michael
Published in Data Science and Engineering (01.03.2020)
Published in Data Science and Engineering (01.03.2020)
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Journal Article
Counting manatee aggregations using deep neural networks and Anisotropic Gaussian Kernel
Wang, Zhiqiang, Pang, Yiran, Ulus, Cihan, Zhu, Xingquan
Published in Scientific reports (13.11.2023)
Published in Scientific reports (13.11.2023)
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Journal Article
NOSEP: Nonoverlapping Sequence Pattern Mining With Gap Constraints
Wu, Youxi, Tong, Yao, Zhu, Xingquan, Wu, Xindong
Published in IEEE transactions on cybernetics (01.10.2018)
Published in IEEE transactions on cybernetics (01.10.2018)
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Journal Article
Boosting for Multi-Graph Classification
Wu, Jia, Pan, Shirui, Zhu, Xingquan, Cai, Zhihua
Published in IEEE transactions on cybernetics (01.03.2015)
Published in IEEE transactions on cybernetics (01.03.2015)
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Journal Article
Bag Constrained Structure Pattern Mining for Multi-Graph Classification
Jia Wu, Xingquan Zhu, Chengqi Zhang, Yu, Philip S.
Published in IEEE transactions on knowledge and data engineering (01.10.2014)
Published in IEEE transactions on knowledge and data engineering (01.10.2014)
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Journal Article
CogBoost: Boosting for Fast Cost-Sensitive Graph Classification
Pan, Shirui, Wu, Jia, Zhu, Xingquan
Published in IEEE transactions on knowledge and data engineering (01.11.2015)
Published in IEEE transactions on knowledge and data engineering (01.11.2015)
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Journal Article
Task Sensitive Feature Exploration and Learning for Multitask Graph Classification
Pan, Shirui, Wu, Jia, Zhu, Xingquan, Long, Guodong, Zhang, Chengqi
Published in IEEE transactions on cybernetics (01.03.2017)
Published in IEEE transactions on cybernetics (01.03.2017)
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Journal Article
Self-adaptive attribute weighting for Naive Bayes classification
Wu, Jia, Pan, Shirui, Zhu, Xingquan, Cai, Zhihua, Zhang, Peng, Zhang, Chengqi
Published in Expert systems with applications (15.02.2015)
Published in Expert systems with applications (15.02.2015)
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Journal Article