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
7652008
Issues in stacked generalization
KM Ting, IH Witten
Journal of artificial intelligence research 10, 271-289, 1999
6261999
An instance-weighting method to induce cost-sensitive trees
KM Ting
IEEE Transactions on Knowledge & Data Engineering, 659-665, 2002
4032002
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
3582010
Isolation-based anomaly detection
FT Liu, KM Ting, ZH Zhou
ACM Transactions on Knowledge Discovery from Data (TKDD) 6 (1), 3, 2012
3222012
A comparative study of cost-sensitive boosting algorithms
KM Ting
In Proceedings of the 17th International Conference on Machine Learning, 2000
2522000
Stacking bagged and dagged models
KM Ting, IH Witten
1921997
Stacked Generalization: when does it work?
KM Ting, IH Witten
Department of Computer Science, University of Waik, 1997
1711997
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
1272006
Fast anomaly detection for streaming data
SC Tan, KM Ting, TF Liu
Twenty-Second International Joint Conference on Artificial Intelligence, 2011
1052011
Inducing cost-sensitive trees via instance weighting
KM Ting
European symposium on principles of data mining and knowledge discovery, 139-147, 1998
1021998
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
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
842012
Precision and recall
KM Ting
Encyclopedia of machine learning, 781-781, 2010
792010
Encyclopedia of machine learning
KM Ting, C Sammut, GI Webb
KM Ting.–Boston, MA: Springer, 2011
682011
Confusion matrix
KM Ting
Encyclopedia of Machine Learning and Data Mining, 260-260, 2017
672017
Discretization of continuous-valued attributes and instance-based learning
KM Ting
Basser Department of Computer Science, University of Sydney, 1994
581994
Boosting trees for cost-sensitive classifications
KM Ting, Z Zheng
European Conference on Machine Learning, 190-195, 1998
541998
On detecting clustered anomalies using SCiForest
FT Liu, KM Ting, ZH Zhou
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010
502010
The system can't perform the operation now. Try again later.
Articles 1–20