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Urvesh Bhowan
Urvesh Bhowan
Amazon AWS
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Evolving Diverse Ensembles using Genetic Programming for Classification with Unbalanced Data
U Bhowan, M Johnston, M Zhang, X Yao
IEEE Transactions on Evolutionary Computation 17 (3), 368-386, 2012
2702012
Developing new fitness functions in genetic programming for classification with unbalanced data
U Bhowan, M Johnston, M Zhang
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2011
1432011
Reusing genetic programming for ensemble selection in classification of unbalanced data
U Bhowan, M Johnston, M Zhang, X Yao
IEEE Transactions on Evolutionary Computation 18 (6), 893-908, 2013
1112013
Genetic programming for classification with unbalanced data
U Bhowan, M Zhang, M Johnston
Genetic Programming: 13th European Conference, EuroGP 2010, Istanbul, Turkey …, 2010
582010
Evolving ensembles in multi-objective genetic programming for classification with unbalanced data
U Bhowan, M Johnston, M Zhang
Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011
512011
Genetic programming for image classification with unbalanced data
U Bhowan, M Zhang, M Johnston
2009 24th International Conference Image and Vision Computing New Zealand …, 2009
282009
Ensemble learning and pruning in multi-objective genetic programming for classification with unbalanced data
U Bhowan, M Johnston, M Zhang
AI 2011: Advances in Artificial Intelligence: 24th Australasian Joint …, 2011
262011
Differentiating between individual class performance in genetic programming fitness for classification with unbalanced data
U Bhowan, M Johnston, M Zhang
2009 IEEE Congress on Evolutionary Computation, 2802-2809, 2009
252009
Multi-objective genetic programming for classification with unbalanced data
U Bhowan, M Zhang, M Johnston
AI 2009: Advances in Artificial Intelligence: 22nd Australasian Joint …, 2009
192009
Genetic programming for object detection: A two-phase approach with an improved fitness function
M Zhang, U Bhowan, B Ny
ELCVIA Electronic Letters on Computer Vision and Image Analysis 6 (1), 27-43, 2007
192007
Genetic programming for feature selection and question-answer ranking in ibm watson
U Bhowan, DJ McCloskey
Genetic Programming: 18th European Conference, EuroGP 2015, Copenhagen …, 2015
182015
Program size and pixel statistics in genetic programming for object detection
M Zhang, U Bhowan
Workshops on Applications of Evolutionary Computation, 379-388, 2004
142004
Program Size and Pixel Statistics in Genetic Programming for Object Detection
M Zhang, U Bhowan
Lecture Notes in Computer Science 3005 (Applications of Evolutionary …, 2004
142004
Automatic corpus expansion using question answering techniques
K Cortis, U Bhowan, DJ McCloskey, SR McAteer
US Patent 10,229,188, 2019
112019
Genetic programming for classification with unbalanced data
U Bhowan
Open Access Te Herenga Waka-Victoria University of Wellington, 2012
112012
A comparison of classification strategies in genetic programming with unbalanced data
U Bhowan, M Zhang, M Johnston
AI 2010: Advances in Artificial Intelligence: 23rd Australasian Joint …, 2011
112011
A domain independent approach to multi-class object detection using genetic programming
U Bhowan
BSc Honours research project, School of Mathematical and Computing Sciences …, 2003
112003
Merging feature subsets using graphical representation
U Bhowan, K Cortis, SR McAteer, DJ McCloskey
US Patent 10,558,933, 2020
72020
AUC analysis of the pareto-front using multi-objective GP for classification with unbalanced data
U Bhowan, M Zhang, M Johnston
Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010
62010
Pixel statistics and program size in genetic programming for object detection
M Zhang, U Bhowan
Technical Report CS-TR-04-3, Computer Science, Victoria University of …, 2004
52004
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