Timothy C. Havens
TitleCited byYear
Fuzzy c-means algorithms for very large data
TC Havens, JC Bezdek, C Leckie, LO Hall, M Palaniswami
IEEE Transactions on Fuzzy Systems 20 (6), 1130-1146, 2012
3292012
Approximate kernel k-means: Solution to large scale kernel clustering
R Chitta, R Jin, TC Havens, AK Jain
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
1542011
An efficient formulation of the improved visual assessment of cluster tendency (iVAT) algorithm
TC Havens, JC Bezdek
IEEE Transactions on Knowledge and Data Engineering 24 (5), 813-822, 2011
1072011
Roach infestation optimization
TC Havens, CJ Spain, NG Salmon, JM Keller
2008 IEEE swarm intelligence symposium, 1-7, 2008
852008
Clustering ellipses for anomaly detection
M Moshtaghi, TC Havens, JC Bezdek, L Park, C Leckie, S Rajasegarar, ...
Pattern Recognition 44 (1), 55-69, 2011
702011
From interval-valued data to general type-2 fuzzy sets
C Wagner, S Miller, JM Garibaldi, DT Anderson, TC Havens
IEEE Transactions on Fuzzy Systems 23 (2), 248-269, 2014
662014
Relational generalizations of cluster validity indices
IJ Sledge, JC Bezdek, TC Havens, JM Keller
IEEE Transactions on Fuzzy Systems 18 (4), 771-786, 2010
472010
A hybrid approach to clustering in big data
D Kumar, JC Bezdek, M Palaniswami, S Rajasegarar, C Leckie, ...
IEEE transactions on cybernetics 46 (10), 2372-2385, 2015
442015
Learning fuzzy-valued fuzzy measures for the fuzzy-valued sugeno fuzzy integral
DT Anderson, JM Keller, TC Havens
International Conference on Information Processing and Management of …, 2010
402010
Anomaly detection in environmental monitoring networks [application notes]
JC Bezdek, S Rajasegarar, M Moshtaghi, C Leckie, M Palaniswami, ...
IEEE Computational Intelligence Magazine 6 (2), 52-58, 2011
382011
A soft modularity function for detecting fuzzy communities in social networks
TC Havens, JC Bezdek, C Leckie, K Ramamohanarao, M Palaniswami
IEEE Transactions on Fuzzy Systems 21 (6), 1170-1175, 2013
372013
Dunn’s cluster validity index as a contrast measure of VAT images
TC Havens, JC Bezdek, JM Keller, M Popescu
2008 19th international conference on pattern recognition, 1-4, 2008
362008
Regularization-based learning of the choquet integral
DT Anderson, SR Price, TC Havens
2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2519-2526, 2014
332014
Clustering in ordered dissimilarity data
TC Havens, JC Bezdek, JM Keller, M Popescu
International Journal of Intelligent Systems 24 (5), 504-528, 2009
332009
Scalable single linkage hierarchical clustering for big data
TC Havens, JC Bezdek, M Palaniswami
2013 IEEE eighth international conference on intelligent sensors, sensor …, 2013
322013
Speedup of fuzzy and possibilistic kernel c-means for large-scale clustering
TC Havens, R Chitta, AK Jain, R Jin
2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), 463-470, 2011
322011
Improved detection and false alarm rejection using FLGPR and color imagery in a forward-looking system
TC Havens, CJ Spain, KC Ho, JM Keller, TT Ton, DC Wong, M Soumekh
Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XV …, 2010
312010
Is VAT really single linkage in disguise?
TC Havens, JC Bezdek, JM Keller, M Popescu, JM Huband
Annals of Mathematics and Artificial Intelligence 55 (3-4), 237, 2009
312009
Extension of the fuzzy integral for general fuzzy set-valued information
DT Anderson, TC Havens, C Wagner, JM Keller, MF Anderson, ...
IEEE Transactions on Fuzzy Systems 22 (6), 1625-1639, 2014
292014
Forward looking anomaly detection via fusion of infrared and color imagery
K Stone, JM Keller, M Popescu, TC Havens, KC Ho
Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XV …, 2010
282010
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Articles 1–20