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