Genetic Programming Bibliography entries for Mark Johnston

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GP coauthors/coeditors: Urvesh Bhowan, Mengjie Zhang, Wenlong Fu, Rachel Hunt, Will N Browne, Thomas Liddle, David Kinzett, Kourosh Neshatian, Su Nguyen, Kay Chen Tan, Huayang Jason Xie, Peter Andreae,

Genetic Programming Articles by Mark Johnston

Genetic Programming conference papers by Mark Johnston

  1. Su Nguyen and Mengjie Zhang and Mark Johnston and Kay Chen Tan. Evolving Reusable Operation-Based Due-Date Assignment Models for Job Shop Scheduling with Genetic Programming. 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 121-133, Malaga, Spain, 2012. Springer Verlag. details

  2. Wenlong Fu and Mark Johnston and Mengjie Zhang. Genetic Programming For Edge Detection: A Global Approach. In Alice E. Smith editor, Proceedings of the 2011 IEEE Congress on Evolutionary Computation, pages 254-261, New Orleans, USA, 2011. IEEE Press. details

  3. Urvesh Bhowan and Mark Johnston and Mengjie Zhang. Evolving ensembles in multi-objective genetic programming for classification with unbalanced data. 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 1331-1338, Dublin, Ireland, 2011. ACM. details

  4. Urvesh Bhowan and Mengjie Zhang and Mark Johnston. A Comparison of Classification Strategies in Genetic Programming with Unbalanced Data. In Jiuyong Li editor, Australasian Conference on Artificial Intelligence, volume 6464, pages 243-252, Adelaide, 2010. Springer. details

  5. Thomas Liddle and Mark Johnston and Mengjie Zhang. Multi-Objective Genetic Programming for object detection. In IEEE Congress on Evolutionary Computation (CEC 2010), Barcelona, Spain, 2010. IEEE Press. details

  6. David Kinzett and Mengjie Zhang and Mark Johnston. Investigation of simplification threshold and noise level of input data in numerical simplification of genetic programs. In IEEE Congress on Evolutionary Computation (CEC 2010), Barcelona, Spain, 2010. IEEE Press. details

  7. David Kinzett and Mengjie Zhang and Mark Johnston. Analysis of Building Blocks with Numerical Simplification in 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 289-300, Istanbul, 2010. Springer. details

  8. Mark Johnston and Thomas Liddle and Mengjie Zhang. A Relaxed Approach to Simplification in 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 110-121, Istanbul, 2010. Springer. details

  9. Rachel Hunt and Mark Johnston and Will N. Browne and Mengjie Zhang. Sampling Methods in Genetic Programming for Classification with Unbalanced Data. In Jiuyong Li editor, Australasian Conference on Artificial Intelligence, volume 6464, pages 273-282, 2010. Springer. details

  10. Urvesh Bhowan and Mengjie Zhang and Mark Johnston. AUC analysis of the pareto-front using multi-objective GP for classification with unbalanced data. 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 845-852, Portland, Oregon, USA, 2010. ACM. details

  11. Urvesh Bhowan and Mengjie Zhang and Mark Johnston. Genetic Programming for Classification with Unbalanced Data. 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 1-13, Istanbul, 2010. Springer. details

  12. David Kinzett and Mark Johnston and Mengjie Zhang. How online simplification affects building blocks in genetic programming. In Guenther Raidl and Franz Rothlauf and Giovanni Squillero and Rolf Drechsler and Thomas Stuetzle and Mauro Birattari and Clare Bates Congdon and Martin Middendorf and Christian Blum and Carlos Cotta and Peter Bosman and Joern Grahl and Joshua Knowles and David Corne and Hans-Georg Beyer and Ken Stanley and Julian F. Miller and Jano van Hemert and Tom Lenaerts and Marc Ebner and Jaume Bacardit and Michael O'Neill and Massimiliano Di Penta and Benjamin Doerr and Thomas Jansen and Riccardo Poli and Enrique Alba editors, GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation, pages 979-986, Montreal, 2009. ACM. details

  13. Urvesh Bhowan and Mengjie Zhang and Mark Johnston. Multi-Objective Genetic Programming for Classification with Unbalanced Data. In Ann E. Nicholson and Xiaodong Li editors, Proceedings of the 22nd Australasian Joint Conference on Artificial Intelligence (AI'09), volume 5866, pages 370-380, Melbourne, Australia, 2009. Springer. details

  14. Urvesh Bhowan and Mark Johnston and Mengjie Zhang. Differentiating Between Individual Class Performance in Genetic Programming Fitness for Classification with Unbalanced Data. In Andy Tyrrell editor, 2009 IEEE Congress on Evolutionary Computation, pages 2802-2809, Trondheim, Norway, 2009. IEEE Press. details

  15. Urvesh Bhowan and Mengjie Zhang and Mark Johnston. Genetic Programming for Image Classification with Unbalanced Data. In Proceeding of the 24th International Conference Image and Vision Computing New Zealand, IVCNZ '09, pages 316-321, Wellington, 2009. IEEE. details

  16. Huayang Xie and Mengjie Zhang and Peter Andreae and Mark Johnston. Is the Not-Sampled Issue in Tournament Selection Critical?. In Jun Wang editor, 2008 IEEE World Congress on Computational Intelligence, pages 3710-3717, Hong Kong, 2008. IEEE Press. details

  17. David Kinzett and Mengjie Zhang and Mark Johnston. Using Numerical Simplification to Control Bloat in Genetic Programming. In Xiaodong Li and Michael Kirley and Mengjie Zhang and David G. Green and Victor Ciesielski and Hussein A. Abbass and Zbigniew Michalewicz and Tim Hendtlass and Kalyanmoy Deb and Kay Chen Tan and J\"urgen Branke and Yuhui Shi editors, Proceedings of the 7th International Conference on Simulated Evolution And Learning (SEAL '08), volume 5361, pages 493-502, Melbourne, Australia, 2008. Springer. details

  18. Kourosh Neshatian and Mengjie Zhang and Mark Johnston. Feature Construction and Dimension Reduction Using Genetic Programming. In Mehmet A. Orgun and John Thornton editors, Proceedings of the 20th Australian Joint Conference on Artificial Intelligence, volume 4830, pages 160-170, Gold Coast, Australia, 2007. Springer. details

Genetic Programming book chapters by Mark Johnston

Genetic Programming technical reports by Mark Johnston