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 | 285 | 2012 |
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 | 151 | 2011 |
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 | 117 | 2013 |
Genetic programming for classification with unbalanced data U Bhowan, M Zhang, M Johnston Genetic Programming: 13th European Conference, EuroGP 2010, Istanbul, Turkey …, 2010 | 67 | 2010 |
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 | 52 | 2011 |
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 | 29 | 2009 |
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 | 28 | 2011 |
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 | 26 | 2009 |
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 | 21 | 2009 |
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 | 19 | 2007 |
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 | 18 | 2015 |
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 | 14 | 2004 |
Automatic corpus expansion using question answering techniques K Cortis, U Bhowan, DJ McCloskey, SR McAteer US Patent 10,229,188, 2019 | 11 | 2019 |
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 | 11 | 2011 |
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 | 11 | 2003 |
Genetic programming for classification with unbalanced data U Bhowan Open Access Te Herenga Waka-Victoria University of Wellington, 2012 | 10 | 2012 |
Merging feature subsets using graphical representation U Bhowan, K Cortis, SR McAteer, DJ McCloskey US Patent 10,558,933, 2020 | 7 | 2020 |
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 | 7 | 2010 |
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 | 5 | 2004 |
Merging feature subsets using graphical representation U Bhowan, K Cortis, SR McAteer, DJ McCloskey US Patent 10,565,521, 2020 | 4 | 2020 |