Genetic Programming Bibliography entries for Quang Uy Nguyen

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GP coauthors/coeditors: Thi Huong Chu, Michael O'Neill, Thi Houng Chu, Van Loi Cao, Ngoc Phong Dao, Nguyen Xuan Hoai, R I (Bob) McKay, Thi Thu Huong Dinh, Thi Anh Le, Edgar Galvan Lopez, Nguyen Thi Hien, Eoin Murphy, Alexandros Agapitos, Pham Tuan Anh, Truong Cong Doan, Cong Doan Truong, James McDermott, Constantin Siriteanu, Namyong Park, Nguyen Thanh Thuy,

Genetic Programming Articles by Quang Uy Nguyen

  1. Quang Uy Nguyen and Thi Huong Chu. Semantic approximation for reducing code bloat in Genetic Programming. Swarm and Evolutionary Computation, 58:100729, 2020. details

  2. Thi Houng Chu and Quang Uy Nguyen and Michael O'Neill. Semantic tournament selection for genetic programming based on statistical analysis of error vectors. Information Sciences, 436-437:352-366, 2018. details

  3. Quang Uy Nguyen and Tuan Anh Pham and Xuan Hoai Nguyen and James McDermott. Subtree semantic geometric crossover for genetic programming. Genetic Programming and Evolvable Machines, 17(1):25-53, 2016. details

  4. Nguyen Quang Uy and Nguyen Xuan Hoai and Michael O'Neill and R. I. McKay and Dao Ngoc Phong. On the roles of semantic locality of crossover in genetic programming. Information Sciences, 235:195-213, 2013. details

  5. Nguyen Quang Uy and Nguyen Xuan Hoai and Michael O'Neill and R. I. McKay and Edgar Galvan-Lopez. Semantically-based crossover in genetic programming: application to real-valued symbolic regression. Genetic Programming and Evolvable Machines, 12(2):91-119, 2011. details

Genetic Programming PhD doctoral thesis Quang Uy Nguyen

Genetic Programming conference papers by Quang Uy Nguyen

  1. Thi Huong Chu and Quang Uy Nguyen. Network Anomaly Detection Using Genetic Programming with Semantic Approximation Techniques. In 2021 RIVF International Conference on Computing and Communication Technologies (RIVF), 2021. details

  2. Thi Huong Chu and Quang Uy Nguyen and Van Loi Cao. Semantics Based Substituting Technique for Reducing Code Bloat in Genetic Programming. In Proceedings of the Ninth International Symposium on Information and Communication Technology, SoICT 2018, pages 77-83, Danang City, Viet Nam, 2018. ACM. details

  3. Thi Huong Chu and Quang Uy Nguyen. Reducing code bloat in Genetic Programming based on subtree substituting technique. In 2017 21st Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES), pages 25-30, 2017. details

  4. Thi Huong Chu and Quang Uy Nguyen and Michael O'Neill. Tournament Selection based on Statistical Test in Genetic Programming. In Julia Handl and Emma Hart and Peter R. Lewis and Manuel Lopez-Ibanez and Gabriela Ochoa and Ben Paechter editors, 14th International Conference on Parallel Problem Solving from Nature, volume 9921, pages 303-312, Edinburgh, 2016. Springer. details

  5. Thi Thu Huong Dinh and Chu Thi Huong and Nguyen Quang Uy. Transfer Learning in Genetic Programming. In Yadahiko Murata editor, Proceedings of 2015 IEEE Congress on Evolutionary Computation (CEC 2015), pages 1145-1151, Sendai, Japan, 2015. IEEE Press. details

  6. Thi Huong Chu and Quang Uy Nguyen. A new implementation to speed up Genetic Programming. In IEEE RIVF International Conference on Computing Communication Technologies - Research, Innovation, and Vision for the Future (2015 RIVF), pages 35-40, 2015. details

  7. Thi Anh Le and Thi Huong Chu and Quang Uy Nguyen and Xuan Hoai Nguyen. Malware detection using genetic programming. In Seventh IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA 2014), Hanoi, Vietnam, 2014. details

  8. Tuan Anh Pham and Quang Uy Nguyen and Xuan Hoai Nguyen and Michael O'Neill. Examining the Diversity Property of Semantic Similarity based Crossover. In Krzysztof Krawiec and Alberto Moraglio and Ting Hu and A. Sima Uyar and Bin Hu editors, Proceedings of the 16th European Conference on Genetic Programming, EuroGP 2013, volume 7831, pages 265-276, Vienna, Austria, 2013. Springer Verlag. details

  9. Tuan Anh Pham and Quang Uy Nguyen and Xuan Hoai Nguyen. Phishing Attacks Detection Using Genetic Programming. In Van-Nam Huynh and Thierry Denoeux and Dang Hung Tran and Anh-Cuong Le and Son Bao Pham editors, Proceedings of the Fifth International Conference on Knowledge and Systems Engineering, KSE 2013, Volume 2, volume 245, pages 185-195, Hanoi, Vietnam, 2013. Springer. details

  10. Dao Ngoc Phong and Nguyen Quang Uy and Nguyen Xuan Hoai and Nguyen Thanh Thuy. Semantic based crossovers in Tree-Adjoining Grammar Guided Genetic Programming. In IEEE International Conference on Computing and Communication Technologies, Research, Innovation, and Vision for the Future (RIVF 2013), pages 141-146, 2013. details

  11. Quang Uy Nguyen and Cong Doan Truong and Xuan Hoai Nguyen and Michael O'Neill. Guiding function set selection in genetic programming based on fitness landscape analysis. In Christian Blum and Enrique Alba and Thomas Bartz-Beielstein and Daniele Loiacono and Francisco Luna and Joern Mehnen and Gabriela Ochoa and Mike Preuss and Emilia Tantar and Leonardo Vanneschi and Kent McClymont and Ed Keedwell and Emma Hart and Kevin Sim and Steven Gustafson and Ekaterina Vladislavleva and Anne Auger and Bernd Bischl and Dimo Brockhoff and Nikolaus Hansen and Olaf Mersmann and Petr Posik and Heike Trautmann and Muhammad Iqbal and Kamran Shafi and Ryan Urbanowicz and Stefan Wagner and Michael Affenzeller and David Walker and Richard Everson and Jonathan Fieldsend and Forrest Stonedahl and William Rand and Stephen L. Smith and Stefano Cagnoni and Robert M. Patton and Gisele L. Pappa and John Woodward and Jerry Swan and Krzysztof Krawiec and Alexandru-Adrian Tantar and Peter A. N. Bosman and Miguel Vega-Rodriguez and Jose M. Chaves-Gonzalez and David L. Gonzalez-Alvarez and Sergio Santander-Jimenez and Lee Spector and Maarten Keijzer and Kenneth Holladay and Tea Tusar and Boris Naujoks editors, GECCO '13 Companion: Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion, pages 149-150, Amsterdam, The Netherlands, 2013. ACM. details

  12. Quang Uy Nguyen and Xuan Hoai Nguyen and Michael O'Neill and Alexandros Agapitos. An Investigation of Fitness Sharing with Semantic and Syntactic Distance Metrics. In Alberto Moraglio and Sara Silva and Krzysztof Krawiec and Penousal Machado and Carlos Cotta editors, Proceedings of the 15th European Conference on Genetic Programming, EuroGP 2012, volume 7244, pages 109-120, Malaga, Spain, 2012. Springer Verlag. details

  13. Dao Ngoc Phong and Nguyen Xuan Hoai and Robert Ian McKay and Constantin Siriteanu and Nguyen Quang Uy and Namyong Park. Evolving the best known approximation to the Q function. In Terry Soule and Anne Auger and Jason Moore and David Pelta and Christine Solnon and Mike Preuss and Alan Dorin and Yew-Soon Ong and Christian Blum and Dario Landa Silva and Frank Neumann and Tina Yu and Aniko Ekart and Will Browne and Tim Kovacs and Man-Leung Wong and Clara Pizzuti and Jon Rowe and Tobias Friedrich and Giovanni Squillero and Nicolas Bredeche and Stephen L. Smith and Alison Motsinger-Reif and Jose Lozano and Martin Pelikan and Silja Meyer-Nienberg and Christian Igel and Greg Hornby and Rene Doursat and Steve Gustafson and Gustavo Olague and Shin Yoo and John Clark and Gabriela Ochoa and Gisele Pappa and Fernando Lobo and Daniel Tauritz and Jurgen Branke and Kalyanmoy Deb editors, GECCO '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference, pages 807-814, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  14. Thi Hien Nguyen and Xuan Hoai Nguyen and Bob McKay and Quang Uy Nguyen. Where Should We Stop? An Investigation on Early Stopping for GP Learning. In Lam Thu Bui and Yew-Soon Ong and Nguyen Xuan Hoai and Hisao Ishibuchi and Ponnuthurai Nagaratnam Suganthan editors, The Ninth International Conference on Simulated Evolution And Learning, SEAL 2012, volume 7673, pages 391-399, Vietnam, 2012. Springer. details

  15. Nguyen Quang Uy and Pham Tuan Anh and Truong Cong Doan and Nguyen Xuan Hoai. A Study on the Use of Genetic Programming for Automatic Text Summarization. In Hung Dang-Van and Jeff Sanders editors, The Fourth International Conference on Knowledge and Systems Engineering, KSE 2012, pages 93-98, Danang, Vietnam, 2012. details

  16. Ngoc Phong Dao and Quang Uy Nguyen and Xuan Hoai Nguyen and R I (Bob) McKay. Evolving Approximations for the Gaussian Q-function by Genetic Programming with Semantic Based Crossover. In Xiaodong Li editor, Proceedings of the 2012 IEEE Congress on Evolutionary Computation, pages 2515-2520, Brisbane, Australia, 2012. details

  17. Quang Uy Nguyen and Eoin Murphy and Michael O'Neill and Xuan Hoai Nguyen. Semantic-based Subtree Crossover Applied to Dynamic Problems. In Tu Bao Ho and R. I. McKay and Xuan Hoai Nguyen and The Duy Bui editors, The Third International Conference on Knowledge and Systems Engineering, KSE'2011, pages 78-84, Hanoi University, 2011. IEEE. details

  18. Nguyen Quang Uy and Xuan Hoai Nguyen and Michael O'Neill. Examining the landscape of semantic similarity based mutation. 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 1363-1370, Dublin, Ireland, 2011. ACM. details

  19. Nguyen Quang Uy and Nguyen Xuan Hoai and Michael O'Neill and Bob McKay. The Role of Syntactic and Semantic Locality of Crossover in Genetic Programming. In Robert Schaefer and Carlos Cotta and Joanna Kolodziej and Guenter Rudolph editors, PPSN 2010 11th International Conference on Parallel Problem Solving From Nature, volume 6239, pages 533-542, Krakow, Poland, 2010. Springer. details

  20. Nguyen Quang Uy and Michael O'Neill and Nguyen Xuan Hoai. Predicting the Tide with Genetic Programming and Semantic-Based Crossovers. In The Long Pham and Ngoc Binh Nguyen editors, KSE 2010 The Second International Conference on Knowledge and Systems Engineering, pages 89-95, Hanoi, Vietname, 2010. IEEE Press. details

  21. Nguyen Quang Uy and Bob McKay and Michael O'Neill and Nguyen Xuan Hoai. Self-Adapting Semantic Sensitivities for Semantic Similarity Based Crossover. In 2010 IEEE World Congress on Computational Intelligence, pages 4034-4040, Barcelona, Spain, 2010. IEEE Press. details

  22. Nguyen Quang Uy and Nguyen Xuan Hoai and Michael O'Neill and Bob McKay. Semantics Based Crossover for Boolean Problems. In Juergen Branke and Martin Pelikan and Enrique Alba and Dirk V. Arnold and Josh Bongard and Anthony Brabazon and Juergen Branke and Martin V. Butz and Jeff Clune and Myra Cohen and Kalyanmoy Deb and Andries P Engelbrecht and Natalio Krasnogor and Julian F. Miller and Michael O'Neill and Kumara Sastry and Dirk Thierens and Jano van Hemert and Leonardo Vanneschi and Carsten Witt editors, GECCO '10: Proceedings of the 12th annual conference on Genetic and evolutionary computation, pages 869-876, Portland, Oregon, USA, 2010. ACM. details

  23. Nguyen Quang Uy and Nguyen Thi Hien and Nguyen Xuan Hoai and Michael O'Neill. Improving the Generalisation Ability of Genetic Programming with Semantic Similarity based Crossover. 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 184-195, Istanbul, 2010. Springer. details

  24. Nguyen Quang Uy and Nguyen Xuan Hoai and Michael O'Neill and Bob McKay and Edgar Galvan-Lopez. An Analysis of Semantic Aware Crossover. In Zhihua Cai and Zhenhua Li and Zhuo Kang and Yong Liu editors, Proceedings of the International Symposium on Intelligent Computation and Applications, volume 51, pages 56-65, 2009. Springer. details

  25. Quang Uy Nguyen and Xuan Hoai Nguyen and Michael O'Neill. Semantic Aware Crossover for Genetic Programming: The Case for Real-Valued Function Regression. In Leonardo Vanneschi and Steven Gustafson and Alberto Moraglio and Ivanoe De Falco and Marc Ebner editors, Proceedings of the 12th European Conference on Genetic Programming, EuroGP 2009, volume 5481, pages 292-302, Tuebingen, 2009. Springer. details

  26. Quang Uy Nguyen and Xuan Hoai Nguyen and Michael O'Neill. Semantics based Mutation in Genetic Programming: The case for Real-valued Symbolic Regression. In R. Matousek and L. Nolle editors, 15th International Conference on Soft Computing, Mendel'09, pages 73-91, Brno, Czech Republic, 2009. details

  27. Nguyen Quang Uy and Michael O'Neill and Xuan Hoai Nguyen and Bob McKay and Edgar Galvan Lopez. Semantic Similarity based Crossover in GP: The case for Real-valued Function Regression. 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 170-181, Strasbourg, France, 2009. Springer. Revised Selected Papers. details