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Adam Prugel-Bennett
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Year
SVM parameter optimization using grid search and genetic algorithm to improve classification performance
I Syarif, A Prugel-Bennett, G Wills
TELKOMNIKA (Telecommunication Computing Electronics and Control) 14 (4 …, 2016
4932016
Analysis of genetic algorithms using statistical mechanics
A Prügel-Bennett, JL Shapiro
Physical Review Letters 72 (9), 1305, 1994
3091994
Novel centroid selection approaches for KMeans-clustering based recommender systems
S Zahra, MA Ghazanfar, A Khalid, MA Azam, U Naeem, A Prugel-Bennett
Information sciences 320, 156-189, 2015
2632015
Unsupervised clustering approach for network anomaly detection
I Syarif, A Prugel-Bennett, G Wills
Networked Digital Technologies: 4th International Conference, NDT 2012 …, 2012
2602012
Learning to count objects in natural images for visual question answering
Y Zhang, J Hare, A Prügel-Bennett
arXiv preprint arXiv:1802.05766, 2018
2402018
Automatic gait recognition using area-based metrics
JP Foster, MS Nixon, A Prügel-Bennett
Pattern Recognition Letters 24 (14), 2489-2497, 2003
2142003
A scalable, accurate hybrid recommender system
MA Ghazanfar, A Prugel-Bennett
2010 Third International Conference on Knowledge Discovery and Data Mining …, 2010
2112010
Application of bagging, boosting and stacking to intrusion detection
I Syarif, E Zaluska, A Prugel-Bennett, G Wills
Machine Learning and Data Mining in Pattern Recognition: 8th International …, 2012
1842012
An analysis of the feasibility of short read sequencing
N Whiteford, N Haslam, G Weber, A Prügel-Bennett, JW Essex, PL Roach, ...
Nucleic acids research 33 (19), e171-e171, 2005
1792005
Leveraging clustering approaches to solve the gray-sheep users problem in recommender systems
MA Ghazanfar, A Prügel-Bennett
Expert Systems with Applications 41 (7), 3261-3275, 2014
1772014
Analysis of synfire chains
M Herrmann, JA Hertz, A Prügel-Bennett
Network: computation in neural systems 6 (3), 403-414, 1995
1671995
Genetic drift in genetic algorithm selection schemes
A Rogers, A Prugel-Bennett
IEEE Transactions on Evolutionary Computation 3 (4), 298-303, 1999
1641999
Fmix: Enhancing mixed sample data augmentation
E Harris, A Marcu, M Painter, M Niranjan, A Prügel-Bennett, J Hare
arXiv preprint arXiv:2002.12047, 2020
1352020
The dynamics of a genetic algorithm for simple random Ising systems
A Prügel-Bennett, JL Shapiro
Physica D: Nonlinear Phenomena 104 (1), 75-114, 1997
1351997
An improved switching hybrid recommender system using naive bayes classifier and collaborative filtering
M Ghazanfar, A Prugel-Bennett
1152010
Modelling the dynamics of a steady-state genetic algorithm
A Rogers, A Prügel-Bennett
Foundations of genetic algorithms 5, 57-68, 1999
1041999
Benefits of a population: Five mechanisms that advantage population-based algorithms
A Prügel-Bennett
IEEE Transactions on Evolutionary Computation 14 (4), 500-517, 2010
1002010
Modelling evolving populations
A Prügel-Bennett
Journal of Theoretical Biology 185 (1), 81-95, 1997
991997
Fspool: Learning set representations with featurewise sort pooling
Y Zhang, J Hare, A Prügel-Bennett
arXiv preprint arXiv:1906.02795, 2019
882019
When a genetic algorithm outperforms hill-climbing
A Prügel-Bennett
Theoretical Computer Science 320 (1), 135-153, 2004
852004
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