Ian Davidson

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S. S. RaviResearch Professor, Biocomplexity Institute, University of VirginiaDirección de correo verificada de virginia.edu
Xiang WangGoogleDirección de correo verificada de google.com
Sugato BasuDistinguished Scientist at GoogleDirección de correo verificada de google.com
Jieping Ye, IEEE Fellow & ACM Distin...Alibaba GroupDirección de correo verificada de umich.edu
Peter WalkerDefense Health AgencyDirección de correo verificada de health.mil
Sethuraman PanchanathanProfessor of Computer Science and Engineering, Arizona State UniversityDirección de correo verificada de asu.edu
Kiri WagstaffDirección de correo verificada de wkiri.com
Goutam PaulAssociate Professor, Cryptology & Security Research Unit (CSRU), Indian Statistical InstituteDirección de correo verificada de ieee.org
Fei Wang, FAMIA, FIAHSI, FACMIProfessor at Cornell UniversityDirección de correo verificada de med.cornell.edu
Qian SunGoogleDirección de correo verificada de google.com
Xingquan (Hill) ZhuIEEE Fellow, Dept. of Electrical Eng. and Comp. Science, Florida Atlantic UniversityDirección de correo verificada de fau.edu
Owen CarmichaelPennington Biomedical Research CenterDirección de correo verificada de pbrc.edu
James BaileyProfessor, School of Computing and Information Systems, University of MelbourneDirección de correo verificada de unimelb.edu.au
Ashwin SatyanarayanaProfessor of Computer Systems Technology, New York City College of Technology (CUNY)Dirección de correo verificada de citytech.cuny.edu
Shuiwang Ji, Professor and Truchard...Department of Computer Science & Engineering, Texas A&M UniversityDirección de correo verificada de tamu.edu
Tina Eliassi-RadProfessor & The Inaugural Joseph E. Aoun Chair, Northeastern UniversityDirección de correo verificada de eliassi.org
Naren RamakrishnanThomas L. Phillips Professor, Virginia TechDirección de correo verificada de cs.vt.edu
Martin EsterDistinguished Professor of Computer Science, Simon Fraser UniversityDirección de correo verificada de cs.sfu.ca
Zheng WangUniversity of Michigan, Ann ArborDirección de correo verificada de umich.edu
Jun WangDirección de correo verificada de ee.columbia.edu

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Ian Davidson

Professor of Computer Science, University of California - Davis

Dirección de correo verificada de cs.ucdavis.edu - Página principal

Data Mining Machine Learning Artificial Intelligence


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Constrained clustering: Advances in algorithms, theory, and applications S Basu, I Davidson, K Wagstaff CRC Press, 2008	767	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	446	2005
A survey of clustering with instance level constraints I Davidson, S Basu ACM Transactions on Knowledge Discovery from Data, 1-41, 2007	410*	2007
Agglomerative hierarchical clustering with constraints: Theoretical and empirical results I Davidson, S Ravi Knowledge Discovery in Databases: PKDD 2005, 59-70, 2005	395	2005
Measuring constraint-set utility for partitional clustering algorithms I Davidson, KL Wagstaff, S Basu European conference on principles of data mining and knowledge discovery …, 2006	288	2006
Flexible constrained spectral clustering X Wang, I Davidson Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010	273	2010
Visual data mining: Techniques and tools for data visualization and mining T Soukup, I Davidson John Wiley & Sons, Inc., 2002	268	2002
Visual data mining: techniques and tools for data visualization and mining TSI Davidson, T Soukup Wiley Publishing, Inc, 2002	268*	2002
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	259	2012
On constrained spectral clustering and its applications X Wang, B Qian, I Davidson Data Mining and Knowledge Discovery 28, 1-30, 2014	253	2014
Constrained Clustering - Introduction KW S Basu, I Davidson CRC Press, 2008	236*	2008
Knowledge Discovery and Data Mining: Challenges and Realities: Challenges and Realities X Zhu, I Davidson Igi Global, 2007	235	2007
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	145	2016
A principled and flexible framework for finding alternative clusterings ZJ Qi, I Davidson Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009	131	2009
Understanding K-means non-hierarchical clustering I Davidson SUNY Albany Technical Report 2, 2-14, 2002	123	2002
Joint transfer and batch-mode active learning R Chattopadhyay, W Fan, I Davidson, S Panchanathan, J Ye International conference on machine learning, 253-261, 2013	115	2013
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	114	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	112	2013
Active spectral clustering X Wang, I Davidson Data Mining (ICDM), 2010 IEEE 10th International Conference on, 561-568, 2010	111	2010
Finding alternative clusterings using constraints I Davidson, Z Qi 2008 Eighth IEEE International Conference on Data Mining, 773-778, 2008	111	2008

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