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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
5842012
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
2232011
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
1772011
Roach infestation optimization
TC Havens, CJ Spain, NG Salmon, JM Keller
2008 IEEE swarm intelligence symposium, 1-7, 2008
1472008
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
1292015
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
1282014
Clustering ellipses for anomaly detection
M Moshtaghi, TC Havens, JC Bezdek, L Park, C Leckie, S Rajasegarar, ...
Pattern Recognition 44 (1), 55-69, 2011
1072011
Enabling explainable fusion in deep learning with fuzzy integral neural networks
MA Islam, DT Anderson, AJ Pinar, TC Havens, G Scott, JM Keller
IEEE Transactions on Fuzzy Systems 28 (7), 1291-1300, 2019
722019
Evaluating the use of unmanned aerial vehicles for transportation purposes:[parts AD].
C Brooks, RJ Dobson, DM Banach, D Dean, T Oommen, RE Wolf, ...
Michigan. Dept. of Transportation. Office of Research and Best Practices, 2015
672015
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
672013
Sensor fused three-dimensional localization using IMU, camera and LiDAR
H Deilamsalehy, TC Havens
2016 IEEE SENSORS, 1-3, 2016
642016
Scalable single linkage hierarchical clustering for big data
TC Havens, JC Bezdek, M Palaniswami
2013 IEEE eighth international conference on intelligent sensors, sensor …, 2013
642013
Relational generalizations of cluster validity indices
IJ Sledge, JC Bezdek, TC Havens, JM Keller
IEEE Transactions on Fuzzy Systems 18 (4), 771-786, 2010
582010
Learning fuzzy-valued fuzzy measures for the fuzzy-valued sugeno fuzzy integral
DT Anderson, JM Keller, TC Havens
Computational Intelligence for Knowledge-Based Systems Design: 13th …, 2010
552010
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
532016
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
522014
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
522011
Clustering in ordered dissimilarity data
TC Havens, JC Bezdek, JM Keller, M Popescu
International Journal of Intelligent Systems 24 (5), 504-528, 2009
512009
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
512008
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
472014
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Artikelen 1–20