Ian Davidson
Ian Davidson
Professor of Computer Science, University of California - Davis
Verified email at cs.ucdavis.edu - Homepage
TitleCited byYear
Constrained clustering: Advances in algorithms, theory, and applications
S Basu, I Davidson, K Wagstaff
CRC Press, 2008
5512008
Constrained clustering: Advances in algorithms, theory, and applications
S Basu, I Davidson, K Wagstaff
CRC Press, 2008
5512008
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
3322005
A survey of clustering with instance level constraints
I Davidson, S Basu
ACM Transactions on Knowledge Discovery from Data, 1-41, 2007
286*2007
Agglomerative hierarchical clustering with constraints: Theoretical and empirical results
I Davidson, SS Ravi
European Conference on Principles of Data Mining and Knowledge Discovery, 59-70, 2005
2582005
Agglomerative hierarchical clustering with constraints: Theoretical and empirical results
I Davidson, S Ravi
Knowledge Discovery in Databases: PKDD 2005, 59-70, 2005
2582005
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
2252006
Visual data mining: Techniques and tools for data visualization and mining
T Soukup, I Davidson
John Wiley & Sons, Inc., 2002
2152002
Visual data mining: techniques and tools for data visualization and mining
TSI Davidson, T Soukup
Wiley Publishing, Inc, 2002
215*2002
Flexible constrained spectral clustering
X Wang, I Davidson
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
2012010
Knowledge Discovery and Data Mining: Challenges and Realities: Challenges and Realities
X Zhu, I Davidson
Igi Global, 2007
183*2007
Constrained Clustering - Introduction
KW S Basu, I Davidson
CRC Press, 2008
170*2008
On constrained spectral clustering and its applications
X Wang, B Qian, I Davidson
Data Mining and Knowledge Discovery 28 (1), 1-30, 2014
1302014
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), 18, 2012
1202012
A principled and flexible framework for finding alternative clusterings
ZJ Qi, I Davidson
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
1092009
A survey of clustering with instance level
I Davidson, S Basu
Constraints 1, 2, 2007
98*2007
A survey of clustering with instance level
I Davidson, S Basu
Constraints 1, 2, 2007
98*2007
Finding alternative clusterings using constraints
I Davidson, Z Qi
2008 Eighth IEEE International Conference on Data Mining, 773-778, 2008
892008
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
842013
An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias.
W Fan, I Davidson, B Zadrozny, SY Philip
ICDM 5, 605-608, 2005
792005
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