Kai Ming Ting
Kai Ming Ting
Verified email at federation.edu.au - Homepage
TitleCited byYear
Isolation forest
FT Liu, KM Ting, ZH Zhou
2008 Eighth IEEE International Conference on Data Mining, 413-422, 2008
6152008
Issues in stacked generalization
KM Ting, IH Witten
Journal of artificial intelligence research 10, 271-289, 1999
6081999
An instance-weighting method to induce cost-sensitive trees
KM Ting
IEEE Transactions on Knowledge & Data Engineering, 659-665, 2002
3922002
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
3312010
Isolation-based anomaly detection
FT Liu, KM Ting, ZH Zhou
ACM Transactions on Knowledge Discovery from Data (TKDD) 6 (1), 3, 2012
2642012
A comparative study of cost-sensitive boosting algorithms
KM Ting
In Proceedings of the 17th International Conference on Machine Learning, 2000
2402000
Stacking bagged and dagged models
KM Ting, IH Witten
1861997
Stacked Generalization: when does it work?
KM Ting, IH Witten
Department of Computer Science, University of Waik, 1997
1691997
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
1242006
Inducing cost-sensitive trees via instance weighting
KM Ting
European Symposium on Principles of Data Mining and Knowledge Discovery, 139-147, 1998
971998
Fast anomaly detection for streaming data
SC Tan, KM Ting, TF Liu
Twenty-Second International Joint Conference on Artificial Intelligence, 2011
952011
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
912005
The problem of small disjuncts: Its remedy in decision trees.
KM Ting
881994
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
822012
Precision and recall
KM Ting
Encyclopedia of machine learning, 781-781, 2010
732010
Discretization of continuous-valued attributes and instance-based learning
KM Ting
Basser Department of Computer Science, University of Sydney, 1994
571994
Confusion matrix
KM Ting
Encyclopedia of Machine Learning and Data Mining, 260-260, 2017
552017
Boosting trees for cost-sensitive classifications
KM Ting, Z Zheng
European Conference on Machine Learning, 190-195, 1998
541998
Ensemble selection for superparent-one-dependence estimators
Y Yang, K Korb, KM Ting, GI Webb
Australasian Joint Conference on Artificial Intelligence, 102-112, 2005
482005
On detecting clustered anomalies using SCiForest
FT Liu, KM Ting, ZH Zhou
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010
472010
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Articles 1–20