Feature-subspace aggregating: ensembles for stable and unstable learners
Ting, Kai Ming, Wells, Jonathan R., Tan, Swee Chuan, Teng, Shyh Wei, Webb, Geoffrey I.
Published in Machine learning (01.03.2011)
Published in Machine learning (01.03.2011)
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Journal Article
Classification Under Streaming Emerging New Classes: A Solution Using Completely-Random Trees
Mu, Xin, Ting, Kai Ming, Zhou, Zhi-Hua
Published in IEEE transactions on knowledge and data engineering (01.08.2017)
Published in IEEE transactions on knowledge and data engineering (01.08.2017)
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Journal Article
A Survey of Audio-Based Music Classification and Annotation
Fu, Zhouyu, Lu, Guojun, Ting, Kai Ming, Zhang, Dengsheng
Published in IEEE Transactions on Multimedia (01.04.2011)
Published in IEEE Transactions on Multimedia (01.04.2011)
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Book Review
Journal Article
Isolation‐based anomaly detection using nearest‐neighbor ensembles
Bandaragoda, Tharindu R., Ting, Kai Ming, Albrecht, David, Liu, Fei Tony, Zhu, Ye, Wells, Jonathan R.
Published in Computational intelligence (01.11.2018)
Published in Computational intelligence (01.11.2018)
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Journal Article
Isolation kernel: the X factor in efficient and effective large scale online kernel learning
Ting, Kai Ming, Wells, Jonathan R., Washio, Takashi
Published in Data mining and knowledge discovery (01.11.2021)
Published in Data mining and knowledge discovery (01.11.2021)
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Journal Article
Half-space mass: a maximally robust and efficient data depth method
Chen, Bo, Ting, Kai Ming, Washio, Takashi, Haffari, Gholamreza
Published in Machine learning (01.09.2015)
Published in Machine learning (01.09.2015)
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Journal Article
Mass estimation
Ting, Kai Ming, Zhou, Guang-Tong, Liu, Fei Tony, Tan, Swee Chuan
Published in Machine learning (2013)
Published in Machine learning (2013)
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Journal Article
Music classification via the bag-of-features approach
Fu, Zhouyu, Lu, Guojun, Ting, Kai Ming, Zhang, Dengsheng
Published in Pattern recognition letters (15.10.2011)
Published in Pattern recognition letters (15.10.2011)
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Journal Article
Learning Sparse Kernel Classifiers for Multi-Instance Classification
Fu, Zhouyu, Lu, Guojun, Ting, Kai Ming, Zhang, Dengsheng
Published in IEEE transaction on neural networks and learning systems (01.09.2013)
Published in IEEE transaction on neural networks and learning systems (01.09.2013)
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Journal Article
Relevance feature mapping for content-based multimedia information retrieval
Zhou, Guang-Tong, Ting, Kai Ming, Liu, Fei Tony, Yin, Yilong
Published in Pattern recognition (01.04.2012)
Published in Pattern recognition (01.04.2012)
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Journal Article
New Class Adaptation Via Instance Generation in One-Pass Class Incremental Learning
Yue Zhu, Kai Ming Ting, Zhi-Hua Zhou
Published in 2017 IEEE International Conference on Data Mining (ICDM) (01.11.2017)
Published in 2017 IEEE International Conference on Data Mining (ICDM) (01.11.2017)
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Conference Proceeding