Kai Ming Ting
Kai Ming Ting
在 nju.edu.cn 的电子邮件经过验证 - 首页
标题引用次数年份
Isolation forest
FT Liu, KM Ting, ZH Zhou
2008 Eighth IEEE International Conference on Data Mining, 413-422, 2008
10042008
Issues in stacked generalization
KM Ting, IH Witten
Journal of artificial intelligence research 10, 271-289, 1999
6561999
Isolation-based anomaly detection
FT Liu, KM Ting, ZH Zhou
ACM Transactions on Knowledge Discovery from Data (TKDD) 6 (1), 1-39, 2012
4252012
An instance-weighting method to induce cost-sensitive trees
KM Ting
IEEE Transactions on Knowledge and Data Engineering 14 (3), 659-665, 2002
4252002
A survey of audio-based music classification and annotation
Z Fu, G Lu, KM Ting, D Zhang
IEEE transactions on multimedia 13 (2), 303-319, 2010
3982010
A comparative study of cost-sensitive boosting algorithms
KM Ting
In Proceedings of the 17th International Conference on Machine Learning, 2000
2732000
Stacking bagged and dagged models
KM Ting, IH Witten
2031997
Stacked Generalization: when does it work?
KM Ting, IH Witten
Department of Computer Science, University of Waik, 1997
1781997
z-SVM: An SVM for improved classification of imbalanced data
T Imam, KM Ting, J Kamruzzaman
Australasian Joint Conference on Artificial Intelligence, 264-273, 2006
1392006
Fast anomaly detection for streaming data
SC Tan, KM Ting, TF Liu
Twenty-Second International Joint Conference on Artificial Intelligence, 2011
1192011
Inducing cost-sensitive trees via instance weighting
KM Ting
European symposium on principles of data mining and knowledge discovery, 139-147, 1998
1041998
Confusion Matrix.
KM Ting
Encyclopedia of machine learning 1, 209, 2010
1032010
Precision and Recall.
KM Ting
Encyclopedia of machine learning 781, 2010
1022010
On the application of ROC analysis to predict classification performance under varying class distributions
GI Webb, KM Ting
Machine learning 58 (1), 25-32, 2005
942005
The problem of small disjuncts: its remedy in decision trees
KM Ting
PROCEEDINGS OF THE BIENNIAL CONFERENCE-CANADIAN SOCIETY FOR COMPUTATIONAL …, 1994
901994
Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive Bayesian classification
GI Webb, JR Boughton, F Zheng, KM Ting, H Salem
Machine learning 86 (2), 233-272, 2012
872012
Encyclopedia of machine learning
GI Webb, C Sammut
Springer, 2010
722010
On detecting clustered anomalies using SCiForest
FT Liu, KM Ting, ZH Zhou
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010
652010
Discretization of continuous-valued attributes and instance-based learning
KM Ting
Basser Department of Computer Science, University of Sydney, 1994
631994
Boosting trees for cost-sensitive classifications
KM Ting, Z Zheng
European conference on machine learning, 190-195, 1998
581998
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