Ian Davidson 个人学术档案 - 学术资源搜索

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	总计	2019 年至今
引用	8701	3436
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S. S. RaviResearch Professor, Biocomplexity Institute, University of Virginia在 virginia.edu 的电子邮件经过验证
Xiang WangGoogle在 google.com 的电子邮件经过验证
Sugato BasuDistinguished Scientist at Google在 google.com 的电子邮件经过验证
Jieping Ye, IEEE Fellow & ACM Distin...Alibaba Group在 umich.edu 的电子邮件经过验证
Peter WalkerDefense Health Agency在 health.mil 的电子邮件经过验证
Sethuraman PanchanathanProfessor of Computer Science and Engineering, Arizona State University在 asu.edu 的电子邮件经过验证
Kiri Wagstaff在 wkiri.com 的电子邮件经过验证
Goutam PaulAssociate Professor, Cryptology & Security Research Unit (CSRU), Indian Statistical Institute在 ieee.org 的电子邮件经过验证
Fei Wang, FAMIA, FIAHSI, FACMIProfessor at Cornell University在 med.cornell.edu 的电子邮件经过验证
Qian SunGoogle在 google.com 的电子邮件经过验证
Xingquan (Hill) ZhuIEEE Fellow, Dept. of Electrical Eng. and Comp. Science, Florida Atlantic University在 fau.edu 的电子邮件经过验证
Owen CarmichaelPennington Biomedical Research Center在 pbrc.edu 的电子邮件经过验证
James BaileyProfessor, School of Computing and Information Systems, University of Melbourne在 unimelb.edu.au 的电子邮件经过验证
Ashwin SatyanarayanaAssociate Professor of Computer Systems Technology, New York City College of Technology (CUNY)在 citytech.cuny.edu 的电子邮件经过验证
Shuiwang Ji, ProfessorDepartment of Computer Science & Engineering, Texas A&M University在 tamu.edu 的电子邮件经过验证
Tina Eliassi-RadProfessor & The Inaugural Joseph E. Aoun Chair, Northeastern University在 eliassi.org 的电子邮件经过验证
Naren RamakrishnanThomas L. Phillips Professor, Virginia Tech在 cs.vt.edu 的电子邮件经过验证
Martin EsterDistinguished Professor of Computer Science, Simon Fraser University在 cs.sfu.ca 的电子邮件经过验证
Zheng WangUniversity of Michigan, Ann Arbor在 umich.edu 的电子邮件经过验证
Jun Wang在 ee.columbia.edu 的电子邮件经过验证

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Ian Davidson

Professor of Computer Science, University of California - Davis

在 cs.ucdavis.edu 的电子邮件经过验证 - 首页

Data Mining Machine Learning Artificial Intelligence


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
Constrained clustering: Advances in algorithms, theory, and applications S Basu, I Davidson, K Wagstaff CRC Press, 2008	753	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	437	2005
A survey of clustering with instance level constraints I Davidson, S Basu ACM Transactions on Knowledge Discovery from Data, 1-41, 2007	402*	2007
Agglomerative hierarchical clustering with constraints: Theoretical and empirical results I Davidson, S Ravi Knowledge Discovery in Databases: PKDD 2005, 59-70, 2005	378	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	283	2006
Visual data mining: Techniques and tools for data visualization and mining T Soukup, I Davidson John Wiley & Sons, Inc., 2002	269	2002
Visual data mining: techniques and tools for data visualization and mining TSI Davidson, T Soukup Wiley Publishing, Inc, 2002	269*	2002
Flexible constrained spectral clustering X Wang, I Davidson Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010	265	2010
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	257	2012
On constrained spectral clustering and its applications X Wang, B Qian, I Davidson Data Mining and Knowledge Discovery 28, 1-30, 2014	243	2014
Knowledge Discovery and Data Mining: Challenges and Realities: Challenges and Realities X Zhu, I Davidson Igi Global, 2007	238	2007
Constrained Clustering - Introduction KW S Basu, I Davidson CRC Press, 2008	224*	2008
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	139	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	127	2009
Understanding K-means non-hierarchical clustering I Davidson SUNY Albany Technical Report 2, 2-14, 2002	117	2002
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	115	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	113	2013
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	111	2013
Active spectral clustering X Wang, I Davidson Data Mining (ICDM), 2010 IEEE 10th International Conference on, 561-568, 2010	109	2010
Finding alternative clusterings using constraints I Davidson, Z Qi 2008 Eighth IEEE International Conference on Data Mining, 773-778, 2008	109	2008

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