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
6672008
Issues in stacked generalization
KM Ting, IH Witten
Journal of artificial intelligence research 10, 271-289, 1999
6151999
An instance-weighting method to induce cost-sensitive trees
KM Ting
IEEE Transactions on Knowledge & Data Engineering, 659-665, 2002
3962002
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
3422010
Isolation-based anomaly detection
FT Liu, KM Ting, ZH Zhou
ACM Transactions on Knowledge Discovery from Data (TKDD) 6 (1), 3, 2012
2872012
A comparative study of cost-sensitive boosting algorithms
KM Ting
In Proceedings of the 17th International Conference on Machine Learning, 2000
2452000
Stacking bagged and dagged models
KM Ting, IH Witten
1891997
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
1252006
Fast anomaly detection for streaming data
SC Tan, KM Ting, TF Liu
Twenty-Second International Joint Conference on Artificial Intelligence, 2011
1002011
Inducing cost-sensitive trees via instance weighting
KM Ting
European symposium on principles of data mining and knowledge discovery, 139-147, 1998
981998
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
902005
The problem of small disjuncts: its remedy in decision trees
KM Ting
PROCEEDINGS OF THE BIENNIAL CONFERENCE-CANADIAN SOCIETY FOR COMPUTATIONAL …, 1994
891994
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
752010
Encyclopedia of machine learning
KM Ting, C Sammut, GI Webb
KM Ting.–Boston, MA: Springer, 2011
672011
Confusion matrix
KM Ting
Encyclopedia of Machine Learning and Data Mining, 260-260, 2017
582017
Discretization of continuous-valued attributes and instance-based learning
KM Ting
Basser Department of Computer Science, University of Sydney, 1994
571994
Boosting trees for cost-sensitive classifications
KM Ting, Z Zheng
European Conference on Machine Learning, 190-195, 1998
531998
On detecting clustered anomalies using SCiForest
FT Liu, KM Ting, ZH Zhou
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010
482010
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Articles 1–20