Genetic Programming Bibliography entries for Ahmed Kattan

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GP coauthors/coeditors: Alexandros Agapitos, James McDermott, Michael O'Neill, Anthony Brabazon, Miguel Nicolau, David Fagan, Kathleen Curran, Simon M Lucas, Mohammad R Al-Mulla, Francisco Sepulveda, Martin Colley, Shaheen Fatima, Edgar Galvan Lopez, Riccardo Poli, Leonardo Trujillo, Brendan Cody-Kenny, Mohammed Al-Mulla, Michael Kampouridis, Yew-Soon Ong, Khalid Mehamdi, Muhammad Arif Syed Hamid, Ateq A Alghamedi, Faiyaz Doctor, Roisin Loughran,

Genetic Programming Articles by Ahmed Kattan

  1. Roisin Loughran and Alexandros Agapitos and Ahmed Kattan and Anthony Brabazon and Michael O'Neill. Feature selection for speaker verification using genetic programming. Evolutionary Intelligence, 10(1-2):1-21, 2017. details

  2. Alexandros Agapitos and Michael O'Neill and Ahmed Kattan and Simon M. Lucas. Recursion in tree-based genetic programming. Genetic Programming and Evolvable Machines, 18(2):149-183, 2017. details

  3. Ahmed Kattan and Alexandros Agapitos and Yew-Soon Ong and Ateq A. Alghamedi and Michael O'Neill. GP made faster with semantic surrogate modelling. Information Sciences, 355-356:169-185, 2016. details

  4. Ahmed Kattan and Yew-Soon Ong. Surrogate Genetic Programming: A semantic aware evolutionary search. Information Sciences, 296:345-359, 2015. details

  5. Ahmed Kattan and Shaheen Fatima and Muhammad Arif. Time-series event-based prediction: An unsupervised learning framework based on genetic programming. Information Sciences, 301:99-123, 2015. details

  6. Ahmed Kattan and Riccardo Poli. Evolution of human-competitive lossless compression algorithms with GP-zip2. Genetic Programming and Evolvable Machines, 12(4):335-364, 2012. details

  7. Edgar Galvan-Lopez and Riccardo Poli and Ahmed Kattan and Michael O'Neill and Anthony Brabazon. Neutrality in Evolutionary Algorithms... What do we know?. Evolving Systems, 2(3):145-163, 2011. details

Genetic Programming PhD doctoral thesis Ahmed Kattan

Genetic Programming conference papers by Ahmed Kattan

  1. Ahmed Kattan and Faiyaz Doctor. Genetic Programming Lifelong Multitasking Evolution: LLGP-Tasking. In 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pages 1403-1410, 2023. details

  2. Ahmed Kattan and Faiyaz Doctor and Yew-Soon Ong and Alexandros Agapitos. Genetic Programming Multitasking. In 2020 IEEE Symposium Series on Computational Intelligence (SSCI), pages 1004-1012, 2020. details

  3. Roisin Loughran and Alexandros Agapitos and Ahmed Kattan and Anthony Brabazon and Michael O'Neill. Speaker Verification on Unbalanced Data with Genetic Programming. In Giovanni Squillero and Paolo Burelli editors, 19th European Conference on the Applications of Evolutionary Computation, volume 9597, pages 737-753, Porto, Portugal, 2016. Springer. details

  4. Ahmed Kattan and Yew-Soon Ong. Bayesian Inference to Sustain Evolvability in Genetic Programming. In Proceedings of the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems, Volume 1, 2015. Springer. details

  5. Alexandros Agapitos and Michael O'Neill and Miguel Nicolau and David Fagan and Ahmed Kattan and Kathleen Curran. Deep Evolution of Feature Representations for Handwritten Digit Recognition. In Yadahiko Murata editor, Proceedings of 2015 IEEE Congress on Evolutionary Computation (CEC 2015), pages 2452-2459, Sendai, Japan, 2015. IEEE Press. details

  6. Ahmed Kattan and Michael Kampouridis and Alexandros Agapitos. Generalisation Enhancement via Input Space Transformation: A GP Approach. In Miguel Nicolau and Krzysztof Krawiec and Malcolm I. Heywood and Mauro Castelli and Pablo Garcia-Sanchez and Juan J. Merelo and Victor M. Rivas Santos and Kevin Sim editors, 17th European Conference on Genetic Programming, volume 8599, pages 61-74, Granada, Spain, 2014. Springer. details

  7. Alexandros Agapitos and James McDermott and Michael O'Neill and Ahmed Kattan and Anthony Brabazon. Higher Order Functions for Kernel Regression. In Miguel Nicolau and Krzysztof Krawiec and Malcolm I. Heywood and Mauro Castelli and Pablo Garcia-Sanchez and Juan J. Merelo and Victor M. Rivas Santos and Kevin Sim editors, 17th European Conference on Genetic Programming, volume 8599, pages 1-12, Granada, Spain, 2014. Springer. details

  8. Ahmed Kattan and Michael Kampouridis and Yew-Soon Ong and Khalid Mehamdi. Transformation of Input Space Using Statistical Moments: EA-Based Approach. In Carlos A. Coello Coello editor, Proceedings of the 2014 IEEE Congress on Evolutionary Computation, pages 2499-2506, Beijing, China, 2014. details

  9. Edgar Galvan-Lopez and Brendan Cody-Kenny and Leonardo Trujillo and Ahmed Kattan. Using Semantics in the Selection Mechanism in Genetic Programming: a Simple Method for Promoting Semantic Diversity. In Luis Gerardo de la Fraga editor, 2013 IEEE Conference on Evolutionary Computation, volume 1, pages 2972-2979, Cancun, Mexico, 2013. details

  10. Ahmed Kattan and Edgar Galvan. Evolving Radial Basis Function Networks via GP for Estimating Fitness Values using Surrogate Models. In Xiaodong Li editor, Proceedings of the 2012 IEEE Congress on Evolutionary Computation, pages 3161-3167, Brisbane, Australia, 2012. details

  11. Edgar Galvan and Leonardo Trujillo and James McDermott and Ahmed Kattan. Locality in Continuous Fitness-Valued Cases and Genetic Programming Difficulty. In Oliver Schuetze and Carlos A. Coello Coello and Alexandru-Adrian Tantar and Emilia Tantar and Pascal Bouvry and Pierre Del Moral and Pierrick Legrand editors, EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II, volume 175, pages 41-56, Mexico City, Mexico, 2012. Springer. details

  12. Shaheen Fatima and Ahmed Kattan. Evolving optimal agendas for package deal negotiation. In Natalio Krasnogor and Pier Luca Lanzi and Andries Engelbrecht and David Pelta and Carlos Gershenson and Giovanni Squillero and Alex Freitas and Marylyn Ritchie and Mike Preuss and Christian Gagne and Yew Soon Ong and Guenther Raidl and Marcus Gallager and Jose Lozano and Carlos Coello-Coello and Dario Landa Silva and Nikolaus Hansen and Silja Meyer-Nieberg and Jim Smith and Gus Eiben and Ester Bernado-Mansilla and Will Browne and Lee Spector and Tina Yu and Jeff Clune and Greg Hornby and Man-Leung Wong and Pierre Collet and Steve Gustafson and Jean-Paul Watson and Moshe Sipper and Simon Poulding and Gabriela Ochoa and Marc Schoenauer and Carsten Witt and Anne Auger editors, GECCO '11: Proceedings of the 13th annual conference on Genetic and evolutionary computation, pages 505-512, Dublin, Ireland, 2011. ACM. details

  13. Ahmed Kattan and Riccardo Poli. Evolutionary synthesis of lossless compression algorithms with GP-zip3. In IEEE Congress on Evolutionary Computation (CEC 2010), Barcelona, Spain, 2010. IEEE Press. details

  14. Ahmed Kattan and Edgar Galvan-Lopez and Riccardo Poli and Michael O'Neill. GP-Fileprints: File Types Detection Using Genetic Programming. In Anna Isabel Esparcia-Alcazar and Aniko Ekart and Sara Silva and Stephen Dignum and A. Sima Uyar editors, Proceedings of the 13th European Conference on Genetic Programming, EuroGP 2010, volume 6021, pages 134-145, Istanbul, 2010. Springer. details

  15. Ahmed Kattan and Alexandros Agapitos and Riccardo Poli. Unsupervised Problem Decomposition using Genetic Programming. In Anna Isabel Esparcia-Alcazar and Aniko Ekart and Sara Silva and Stephen Dignum and A. Sima Uyar editors, Proceedings of the 13th European Conference on Genetic Programming, EuroGP 2010, volume 6021, pages 122-133, Istanbul, 2010. Springer. details

  16. Ahmed Kattan and Mohammed Al-Mulla and Francisco Sepulveda and Riccardo Poli. Detecting Localised Muscle Fatigue during Isometric Contraction using Genetic Programming. In Agostinho Rosa editor, International Conference on Evolutionary Computation (ICEC 2009), pages 292-297, Madeira, Portugal, 2009. details

  17. Ahmed Kattan and Riccardo Poli. Genetic-Programming Based Prediction of Data Compression Saving. In Pierre Collet and Nicolas Monmarche and Pierrick Legrand and Marc Schoenauer and Evelyne Lutton editors, 9th International Conference, Evolution Artificielle, EA 2009, volume 5975, pages 182-193, Strasbourg, France, 2009. Springer. Revised Selected Papers. details

  18. M. R. Al-Mulla and F. Sepulveda and M. Colley and A. Kattan. Classification of localized muscle fatigue with genetic programming on sEMG during isometric contraction. In Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2009, pages 2633-2638, Minneapolis, Minnesota, USA, 2009. details

  19. Ahmad Kattan and Riccardo Poli. Evolutionary Lossless Compression with GP-ZIP. In Jun Wang editor, 2008 IEEE World Congress on Computational Intelligence, pages 2468-2472, Hong Kong, 2008. IEEE Press. details

  20. Ahmed Kattan and Riccardo Poli. Evolutionary lossless compression with GP-ZIP*. In Maarten Keijzer and Giuliano Antoniol and Clare Bates Congdon and Kalyanmoy Deb and Benjamin Doerr and Nikolaus Hansen and John H. Holmes and Gregory S. Hornby and Daniel Howard and James Kennedy and Sanjeev Kumar and Fernando G. Lobo and Julian Francis Miller and Jason Moore and Frank Neumann and Martin Pelikan and Jordan Pollack and Kumara Sastry and Kenneth Stanley and Adrian Stoica and El-Ghazali Talbi and Ingo Wegener editors, GECCO '08: Proceedings of the 10th annual conference on Genetic and evolutionary computation, pages 1211-1218, Atlanta, GA, USA, 2008. ACM. details