Kai Ming Ting

Cited by

	All	Since 2020
Citations	19076	12672
h-index	46	32
i10-index	109	76

3000

1500

750

2250

200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024202559 76 83 100 115 113 143 160 165 159 216 293 352 371 419 377 596 897 1426 1773 2272 2558 2761 2914 393

Public access

View all

34 articles

4 articles

available

not available

Based on funding mandates

Co-authors

Zhi-Hua ZhouNanjing UniversityVerified email at nju.edu.cn
Ye ZhuSenior Lecturer of Computer Science, Deakin UniversityVerified email at deakin.edu.au
Geoff WebbProfessor, Department of Data Science and Artificial Intelligence, Monash UniversityVerified email at monash.edu
Swee Chuan TanAssociate Professor, Singapore University of Social SciencesVerified email at suss.edu.sg
Sunil Aryal, PhD, FHEADeakin University AustraliaVerified email at deakin.edu.au
Guojun LuFederation University AustraliaVerified email at federation.edu.au
Dengsheng ZhangFederation University AustraliaVerified email at federation.edu.au
Ian H. WittenProfessor of Computer Science, University of Waikato, New ZealandVerified email at waikato.ac.nz
Zhouyu FuLead Researcher, Microsoft Research AsiaVerified email at microsoft.com
Shyh Wei TengFederation University Australia - Institute of Innovation, Science & SustainabilityVerified email at federation.edu.au
Mark J. CarmanAssociate Professor, DEIB, Politecnico di MilanoVerified email at polimi.it
Gholamreza (Reza) HaffariMonash University and Openstream AIVerified email at monash.edu
Guang-Tong ZhouFacebookVerified email at fb.com
Tharindu BandaragodaResearch Centre for Data Analytics & Cognition, La Trobe UniversityVerified email at latrobe.edu.au
Guansong PangAssistant Professor of Computer Science, Singapore Management UniversityVerified email at smu.edu.sg
Xin MuPengcheng LaboratoryVerified email at lamda.nju.edu.cn
Yang YuProfessor, Nanjing UniversityVerified email at nju.edu.cn
Kevin B KorbHonorary Senior Fellow, University of Melbourne
Bo ChenSeeing MachinesVerified email at seeingmachines.com

Kai Ming Ting

Nanjing University

Verified email at nju.edu.cn - Homepage

Machine Learning Data Mining


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Isolation forest FT Liu, KM Ting, ZH Zhou 2008 eighth ieee international conference on data mining, 413-422, 2008	7356	2008
Isolation-based anomaly detection FT Liu, KM Ting, ZH Zhou ACM Transactions on Knowledge Discovery from Data (TKDD) 6 (1), 1-39, 2012	2249	2012
Issues in stacked generalization KM Ting, IH Witten Journal of artificial intelligence research 10, 271-289, 1999	959	1999
Confusion matrix KM Ting Encyclopedia of machine learning, 209-209, 2011	758	2011
An instance-weighting method to induce cost-sensitive trees KM Ting IEEE Transactions on Knowledge and Data Engineering 14 (3), 659-665, 2002	652	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	632	2010
A comparative study of cost-sensitive boosting algorithms KM Ting Proceedings of the seventeenth international conference on machine learning …, 2000	404	2000
Fast anomaly detection for streaming data SC Tan, KM Ting, TF Liu Twenty-second international joint conference on artificial intelligence, 2011	387	2011
Precision and Recall. KM Ting Encyclopedia of machine learning 781, 2010	345	2010
Stacking bagged and dagged models KM Ting, IH Witten	344	1997
Stacked Generalization: when does it work? KM Ting, IH Witten Department of Computer Science, University of Waik, 1997	274	1997
z-SVM: An SVM for improved classification of imbalanced data T Imam, KM Ting, J Kamruzzaman AI 2006: Advances in Artificial Intelligence: 19th Australian Joint …, 2006	215	2006
On detecting clustered anomalies using sciforest FT Liu, KM Ting, ZH Zhou Machine Learning and Knowledge Discovery in Databases: European Conference …, 2010	192	2010
Isolation‐based anomaly detection using nearest‐neighbor ensembles TR Bandaragoda, KM Ting, D Albrecht, FT Liu, Y Zhu, JR Wells Computational Intelligence 34 (4), 968-998, 2018	168	2018
Density-ratio based clustering for discovering clusters with varying densities Y Zhu, KM Ting, MJ Carman Pattern Recognition 60, 983-997, 2016	150	2016
Inducing cost-sensitive trees via instance weighting KM Ting European symposium on principles of data mining and knowledge discovery, 139-147, 1998	147	1998
Classification under streaming emerging new classes: A solution using completely-random trees X Mu, KM Ting, ZH Zhou IEEE Transactions on Knowledge and Data Engineering 29 (8), 1605-1618, 2017	139	2017
On the application of ROC analysis to predict classification performance under varying class distributions GI Webb, KM Ting Machine learning 58, 25-32, 2005	132	2005
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, 233-272, 2012	122	2012
Multi-label learning with emerging new labels Y Zhu, KM Ting, ZH Zhou IEEE Transactions on Knowledge and Data Engineering 30 (10), 1901-1914, 2018	115	2018

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors