Publications
“Density Based Projection Pursuit Clustering”, in IEEE Congress on Evolutionary Computation, 2012. CEC 2012. (IEEE World Congress on Computational Intelligence), Brisbane, Australia, 2012. (982.49 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)
, “Computational Intelligence Algorithms For Risk-Adjusted Trading Strategies”, in IEEE Congress on Evolutionary Computation, 2007. CEC 2007, Singapore, 2007. (228.21 KB)
, “Benchmark Functions for CEC'2013 Special Session and Competition on Niching Methods for Multimodal Function Optimization'”, Evolutionary Computation and Machine Learning Group, RMIT University, Melbourne, Australia, 2013. (1013.54 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)
, “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.
, “Controlling interactive evolution of 8-bit melodies with genetic programming”, Soft Computing - A Fusion of Foundations, Methodologies and Applications, vol. 16, pp. 1997-2008, 2012. (3.64 MB)
, “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)
, “Chaos and Music: From time series analysis to evolutionary composition”, International Journal of Bifurcation and Chaos (IJBC), vol. 23, no. 11, p. 1350181, 2013. (746.76 KB)
, “Weighted Markov Chain Model for Musical Composer Identification”, in Applications of Evolutionary Computation, 2011. (319.57 KB)
, “Musical Composer Identification through Probabilistic and Feedforward Neural Networks”, in Applications of Evolutionary Computation, 2010. (137.14 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)
, “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)
, “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)
, “Root finding and approximation approaches through neural networks”, ACM SIGSAM Bulleting, vol. 39, pp. 118-121, 2005. (123 KB)
, “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.
, “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)
, “Balancing the exploration and exploitation capabilities of the Differential Evolution Algorithm”, in IEEE Congress on Evolutionary Computation, 2008. CEC 2008. (IEEE World Congress on Computational Intelligence), Hong Kong, 2008. (686.81 KB)
, “Enhancing Differential Evolution Utilizing Proximity-based Mutation Operators”, IEEE Transactions on Evolutionary Computation, vol. 15, pp. 99-119, 2011. (3.04 MB)
, “Hardware-Friendly Higher-Order Neural Network Training Using Distributed Evolutionary Algorithms”, Applied Soft Computing, vol. 10, pp. 398-408, 2010. (280.11 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.
, “Empirical Evaluation of Pareto Efficient Multi-objective Regression Test Case Prioritisation”, in International Symposium on Software Testing and Analysis (ISSTA'15), Baltimore, MD, USA, 2015. (434.42 KB)
, “Evolutionary Adaptation of the Differential Evolution Control Parameters”, in IEEE Congress on Evolutionary Computation, 2009. CEC 2009, Trondheim, Norway, 2009. (182.16 KB)
, “A Dynamic Archive Niching Differential Evolution Algorithm for Multimodal Optimization”, IEEE Congress on Evolutionary Computation, 2013. CEC 2013. Cancun, Mexico, pp. 79-86, 2013. (913.7 KB)
, “Higher-Order Neural Networks Training Using Differential Evolution”, in International Conference of Numerical Analysis and Applied Mathematics, Hersonissos, Crete, Greece, 2006.
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