Timothy C. Havens
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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
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
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
Roach infestation optimization
TC Havens, CJ Spain, NG Salmon, JM Keller
2008 IEEE swarm intelligence symposium, 1-7, 2008
Clustering ellipses for anomaly detection
M Moshtaghi, TC Havens, JC Bezdek, L Park, C Leckie, S Rajasegarar, ...
Pattern Recognition 44 (1), 55-69, 2011
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
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
Relational generalizations of cluster validity indices
IJ Sledge, JC Bezdek, TC Havens, JM Keller
IEEE Transactions on Fuzzy Systems 18 (4), 771-786, 2010
Scalable single linkage hierarchical clustering for big data
TC Havens, JC Bezdek, M Palaniswami
2013 IEEE eighth international conference on intelligent sensors, sensor …, 2013
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
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
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
Evaluating the use of unmanned aerial vehicles for transportation purposes
C Brooks, R Dobson, D Banach, D Dean, T Oommen, R Wolf, T Havens, ...
Report No. RC-1616, Michigan Department of Transportation, Michigan, Mich, USA, 2015
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
Clustering in ordered dissimilarity data
TC Havens, JC Bezdek, JM Keller, M Popescu
International Journal of Intelligent Systems 24 (5), 504-528, 2009
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
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
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
Efficient multiple kernel classification using feature and decision level fusion
AJ Pinar, J Rice, L Hu, DT Anderson, TC Havens
IEEE Transactions on Fuzzy Systems 25 (6), 1403-1416, 2016
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
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