Ian Davidson

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S. S. RaviResearch Professor, Biocomplexity Institute, University of VirginiaVerified email at virginia.edu
Xiang WangGoogleVerified email at google.com
Sugato BasuDistinguished Scientist at GoogleVerified email at google.com
Jieping Ye, IEEE Fellow & ACM Distin...Alibaba DAMO AcademyVerified email at umich.edu
Kiri WagstaffOregon State UniversityVerified email at wkiri.com
Sethuraman PanchanathanProfessor of Computer Science and Engineering, Arizona State UniversityVerified email at asu.edu
Goutam PaulAssociate Professor, Cryptology & Security Research Unit (CSRU), Indian Statistical InstituteVerified email at ieee.org
Fei Wang, FAMIA, FIAHSI, FACMIAssociate Professor at Cornell UniversityVerified email at med.cornell.edu
Qian SunGoogleVerified email at google.com
Owen CarmichaelPennington Biomedical Research CenterVerified email at pbrc.edu
Xingquan (Hill) ZhuIEEE Fellow, Dept. of Electrical Eng. and Comp. Science, Florida Atlantic UniversityVerified email at fau.edu
James BaileyProfessor, School of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Ashwin SatyanarayanaAssociate Professor of Computer Systems Technology, New York City College of Technology (CUNY)Verified email at citytech.cuny.edu
Tina Eliassi-RadProfessor, Northeastern UniversityVerified email at eliassi.org
Shuiwang Ji, Professor and Presidenti...Department of Computer Science & Engineering, Texas A&M UniversityVerified email at tamu.edu
Naren RamakrishnanThomas L. Phillips Professor of Engineering, Virginia TechVerified email at cs.vt.edu
Martin EsterDistinguished Professor of Computer Science, Simon Fraser UniversityVerified email at cs.sfu.ca
Jun WangVerified email at ee.columbia.edu
Dr. Imon MukherjeeAssistant Professor (Gr. - I), Indian Institute of Information Technology KalyaniVerified email at iiitkalyani.ac.in
Jiayu ZhouAssociate Professor at Michigan State UniversityVerified email at cse.msu.edu

Ian Davidson

Professor of Computer Science, University of California - Davis

Verified email at cs.ucdavis.edu - Homepage

Data Mining Machine Learning Artificial Intelligence


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Constrained clustering: Advances in algorithms, theory, and applications S Basu, I Davidson, K Wagstaff CRC Press, 2008	706	2008
Constrained clustering: Advances in algorithms, theory, and applications S Basu, I Davidson, K Wagstaff CRC Press, 2008	706	2008
Clustering With Constraints: Feasibility Issues and the k-Means Algorithm I Davidson, SS Ravi Proceedings of the 2005 SIAM international conference on data mining, 138-149, 2005	411	2005
A survey of clustering with instance level constraints I Davidson, S Basu ACM Transactions on Knowledge Discovery from Data, 1-41, 2007	371*	2007
Agglomerative hierarchical clustering with constraints: Theoretical and empirical results I Davidson, SS Ravi Knowledge Discovery in Databases: PKDD 2005: 9th European Conference on …, 2005	343	2005
Agglomerative hierarchical clustering with constraints: Theoretical and empirical results I Davidson, S Ravi Knowledge Discovery in Databases: PKDD 2005, 59-70, 2005	343	2005
Measuring constraint-set utility for partitional clustering algorithms I Davidson, KL Wagstaff, S Basu Knowledge Discovery in Databases: PKDD 2006: 10th European Conference on …, 2006	282	2006
Visual data mining: Techniques and tools for data visualization and mining T Soukup, I Davidson John Wiley & Sons, Inc., 2002	255	2002
Visual data mining: techniques and tools for data visualization and mining TSI Davidson, T Soukup Wiley Publishing, Inc, 2002	255*	2002
Flexible constrained spectral clustering X Wang, I Davidson Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010	254	2010
Constrained Clustering - Introduction KW S Basu, I Davidson CRC Press, 2008	240*	2008
Multisource domain adaptation and its application to early detection of fatigue R Chattopadhyay, Q Sun, W Fan, I Davidson, S Panchanathan, J Ye ACM Transactions on Knowledge Discovery from Data (TKDD) 6 (4), 1-26, 2012	225	2012
Knowledge Discovery and Data Mining: Challenges and Realities: Challenges and Realities X Zhu, I Davidson Igi Global, 2007	223	2007
On constrained spectral clustering and its applications X Wang, B Qian, I Davidson Data Mining and Knowledge Discovery 28, 1-30, 2014	214	2014
A principled and flexible framework for finding alternative clusterings ZJ Qi, I Davidson Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009	121	2009
Accelerating online cp decompositions for higher order tensors S Zhou, NX Vinh, J Bailey, Y Jia, I Davidson Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016	116	2016
An improved categorization of classifier's sensitivity on sample selection bias W Fan, I Davidson, B Zadrozny, PS Yu Fifth IEEE international conference on data mining (ICDM'05), 4 pp., 2005	109	2005
Network discovery via constrained tensor analysis of fmri data I Davidson, S Gilpin, O Carmichael, P Walker Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013	108	2013
Finding alternative clusterings using constraints I Davidson, Z Qi 2008 Eighth IEEE International Conference on Data Mining, 773-778, 2008	106	2008
Active spectral clustering X Wang, I Davidson Data Mining (ICDM), 2010 IEEE 10th International Conference on, 561-568, 2010	104	2010

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