Publications
“Weighted Markov Chain Model for Musical Composer Identification”, in Applications of Evolutionary Computation, 2011. (319.57 KB)
, “Tutorials at PPSN 2016”, in Parallel Problem Solving from Nature – PPSN XIV: 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings, Cham: Springer International Publishing, 2016, pp. 1012–1022. (175.7 KB)
, “Tracking Particle Swarm Optimizers: An adaptive approach through multinomial distribution tracking with exponential forgetting”, in IEEE Congress on Evolutionary Computation, 2012. CEC 2012. (IEEE World Congress on Computational Intelligence), Brisbane, Australia, 2012. (1.25 MB)
, “Tracking Differential Evolution Algorithms: An Adaptive Approach through Multinomial Distribution Tracking with Exponential Forgetting”, in Artificial Intelligence: Theories and Applications, vol. 7297, Springer Berlin / Heidelberg, 2012, pp. 214-222. (134.88 KB)
, “Studying the basin of convergence of methods for computing periodic orbits”, International Journal of Bifurcation and Chaos (IJBC), vol. 21, pp. 1-28, 2011. (3.34 MB)
, “A Separability Prototype for Automatic Memes with Adaptive Operator Selection”, in Foundations of Computational Intelligence (FOCI), 2014 IEEE Symposium on, 2014. (442.71 KB)
, “Seeking Multiple Solutions: an Updated Survey on Niching Methods and Their Applications”, IEEE Transactions on Evolutionary Computation, vol. PP, pp. 1-1, 2016. (1.2 MB)
, “Root finding and approximation approaches through neural networks”, ACM SIGSAM Bulleting, vol. 39, pp. 118-121, 2005. (123 KB)
, “Repairing and Optimizing Hadoop hashCode Implementations”, in Search-Based Software Engineering: 6th International Symposium, SSBSE 2014, Fortaleza, Brazil, August 26-29, 2014. Proceedings, Cham: Springer International Publishing, 2014, pp. 259–264.
, “Pareto Efficient Multi-Objective Regression Test Suite Prioritisation”, Department of Computer Science, University College London, Gower Street, London, 2014.
, “Non-Monotone Differential Evolution”, in Proceedings of the 10th annual inproceedings on Genetic evolutionary computation, GECCO 2008, New York, NY, USA, 2008. (69.4 KB)
, “Musical Composer Identification through Probabilistic and Feedforward Neural Networks”, in Applications of Evolutionary Computation, 2010. (137.14 KB)
, “Multimodal Optimization Using Niching Differential Evolution with Index-based Neighborhoods”, in IEEE Congress on Evolutionary Computation, 2012. CEC 2012. (IEEE World Congress on Computational Intelligence), Brisbane, Australia, 2012. (479.12 KB)
, “Interactive Evolution of 8–Bit Melodies with Genetic Programming towards Finding Aesthetic Measures for Sound”, in Evolutionary and Biologically Inspired Music, Sound, Art and Design, vol. 7247, Springer Berlin / Heidelberg, 2012, pp. 141-152. (319.12 KB)
, “Integer Weight Higher-Order Neural Network Training Using Distributed Differential Evolution”, in International Conference of Computational Methods in Sciences and Engineering, Crete, Greece, 2006.
, “Higher-Order Neural Networks Training Using Differential Evolution”, in International Conference of Numerical Analysis and Applied Mathematics, Hersonissos, Crete, Greece, 2006.
, “Hardware-Friendly Higher-Order Neural Network Training Using Distributed Evolutionary Algorithms”, Applied Soft Computing, vol. 10, pp. 398-408, 2010. (280.11 KB)
, “Gen-O-Fix: An embeddable framework for Dynamic Adaptive Genetic Improvement Programming”, Computing Science and Mathematics, University of Stirling, Stirling FK9 4LA, Scotland, CSM-195, 2014. (363.27 KB)
, “Finding Multiple Global Optima Exploiting Differential Evolution’s Niching Capability”, in IEEE Symposium on Differential Evolution, 2011. SDE 2011. (IEEE Symposium Series on Computational Intelligence), Paris, France, 2011. (684.55 KB)
, “Feature Extraction Using Pitch Class Profile Information Entropy”, in Mathematics and Computation in Music, vol. 6726, Springer Berlin / Heidelberg, 2011, pp. 354-357. (1.34 MB)
, “Evolving cognitive and social experience in Particle Swarm Optimization through Differential Evolution: A hybrid approach”, Information Sciences, vol. 216, pp. 50-92, 2012. (2.72 MB)
, “Evolving cognitive and social experience in Particle Swarm Optimization through Differential Evolution”, in IEEE Congress on Evolutionary Computation, 2010. CEC 2010. (IEEE World Congress on Computational Intelligence), Barcelona, Spain, 2010. (1.19 MB)
, “Evolutionary Algorithm Training of Higher-Order Neural Networks”, in Artificial Higher Order Neural Networks for Computer Science and Engineering: Tends for Emerging Applications, IGI Global, 2009.
, “Evolutionary Adaptation of the Differential Evolution Control Parameters”, in IEEE Congress on Evolutionary Computation, 2009. CEC 2009, Trondheim, Norway, 2009. (182.16 KB)
, “Enhancing Differential Evolution Utilizing Proximity-based Mutation Operators”, IEEE Transactions on Evolutionary Computation, vol. 15, pp. 99-119, 2011. (3.04 MB)
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