Genetic Programming Bibliography entries for Jeannie Fitzgerald

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GP coauthors/coeditors: Gopinath Chennupati, Conor Ryan, R Muhammad Atif Azad, David Medernach, Krzysztof Krawiec, Una-May O'Reilly,

Genetic Programming Articles by Jeannie Fitzgerald

Genetic Programming PhD doctoral thesis Jeannie Fitzgerald

Genetic Programming conference papers by Jeannie Fitzgerald

  1. David Medernach and Jeannie Fitzgerald and R. Muhammad Atif Azad and Conor Ryan. A New Wave: A Dynamic Approach to Genetic Programming. In Tobias Friedrich editor, GECCO '16: Proceedings of the 2016 Annual Conference on Genetic and Evolutionary Computation, pages 757-764, Denver, USA, 2016. ACM. details

  2. David Medernach and Jeannie Fitzgerald and R. Muhammad Atif Azad and Conor Ryan. Wave: A Genetic Programming Approach to Divide and Conquer. In Sara Silva and Anna I Esparcia-Alcazar and Manuel Lopez-Ibanez and Sanaz Mostaghim and Jon Timmis and Christine Zarges and Luis Correia and Terence Soule and Mario Giacobini and Ryan Urbanowicz and Youhei Akimoto and Tobias Glasmachers and Francisco Fernandez de Vega and Amy Hoover and Pedro Larranaga and Marta Soto and Carlos Cotta and Francisco B. Pereira and Julia Handl and Jan Koutnik and Antonio Gaspar-Cunha and Heike Trautmann and Jean-Baptiste Mouret and Sebastian Risi and Ernesto Costa and Oliver Schuetze and Krzysztof Krawiec and Alberto Moraglio and Julian F. Miller and Pawel Widera and Stefano Cagnoni and JJ Merelo and Emma Hart and Leonardo Trujillo and Marouane Kessentini and Gabriela Ochoa and Francisco Chicano and Carola Doerr editors, GECCO Companion '15: Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation, pages 1435-1436, Madrid, Spain, 2015. ACM. details

  3. David Medernach and Jeannie Fitzgerald and R. Muhammad Atif Azad and Conor Ryan. Wave: Incremental Erosion of Residual Error. In Colin Johnson and Krzysztof Krawiec and Alberto Moraglio and Michael O'Neill editors, GECCO 2015 Semantic Methods in Genetic Programming (SMGP'15) Workshop, pages 1285-1292, Madrid, Spain, 2015. ACM. details

  4. Jeannie M. Fitzgerald and Conor Ryan and David Medernach and Krzysztof Krawiec. An Integrated Approach to Stage 1 Breast Cancer Detection. In Sara Silva and Anna I Esparcia-Alcazar and Manuel Lopez-Ibanez and Sanaz Mostaghim and Jon Timmis and Christine Zarges and Luis Correia and Terence Soule and Mario Giacobini and Ryan Urbanowicz and Youhei Akimoto and Tobias Glasmachers and Francisco Fernandez de Vega and Amy Hoover and Pedro Larranaga and Marta Soto and Carlos Cotta and Francisco B. Pereira and Julia Handl and Jan Koutnik and Antonio Gaspar-Cunha and Heike Trautmann and Jean-Baptiste Mouret and Sebastian Risi and Ernesto Costa and Oliver Schuetze and Krzysztof Krawiec and Alberto Moraglio and Julian F. Miller and Pawel Widera and Stefano Cagnoni and JJ Merelo and Emma Hart and Leonardo Trujillo and Marouane Kessentini and Gabriela Ochoa and Francisco Chicano and Carola Doerr editors, GECCO '15: Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation, pages 1199-1206, Madrid, Spain, 2015. ACM. details

  5. Jeannie M. Fitzgerald and Conor Ryan. Adjudicated GP: A Behavioural Approach to Selective Breeding. In Juan Julian Merelo and Agostinho Rosa and Jose M. Cadenas and Antonio Dourado Correia and Kurosh Madani and Antonio Ruano and Joaquim Filipe editors, The 7th International Joint Conference on Computational Intelligence (IJCCI 2015), volume 669, pages 135-154, Lisbon, Portugal, 2015. Springer. Revised Selected Papers. details

  6. Jeannie M. Fitzgerald and Conor Ryan. For Sale or Wanted: Directed Crossover in Adjudicated Space. In Agostinho Rosa and Juan Julian Merelo and Antonio Dourado and Jose M. Cadenas and Kurosh Madani and Antonio Ruano and Joaquim Filipe editors, Proceedings of the 7th International Joint Conference on Computational Intelligence, ECTA 2015, volume 1, pages 95-105, Lisbon, Portugal, 2015. SCITEPRESS - Science and Technology Publications. details

  7. Jeannie M. Fitzgerald and R. Muhammad Atif Azad and Conor Ryan. GEML: A Grammatical Evolution, Machine Learning Approach to Multi-class Classification. In Juan Julian Merelo and Agostinho Rosa and Jose M. Cadenas and Antonio Dourado Correia and Kurosh Madani and Antonio Ruano and Joaquim Filipe editors, The 7th International Joint Conference on Computational Intelligence (IJCCI 2015), volume 669, pages 113-134, Lisbon, Portugal, 2015. Springer. Revised Selected Papers. details

  8. Jeannie Fitzgerald and R. Muhammad Atif Azad and Conor Ryan. GEML: Evolutionary Unsupervised and Semi-Supervised Learning of Multi-class Classification with Grammatical Evolution. In Agostinho Rosa and Juan Julian Merelo and Antonio Dourado and Jose M. Cadenas and Kurosh Madani and Antonio Ruano and Joaquim Filipe editors, ECTA. 7th International Conference on Evolutionary Computation Theory and Practice, pages 83-94, Lisbon, Portugal, 2015. SCITEPRESS - Science and Technology Publications. details

  9. Conor Ryan and Krzysztof Krawiec and Una-May O'Reilly and Jeannie Fitzgerald and David Medernach. Building a Stage 1 Computer Aided Detector for Breast Cancer using Genetic Programming. 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 162-173, Granada, Spain, 2014. Springer. details

  10. Jeannie Fitzgerald and Conor Ryan. Selection Bias and Generalisation Error in Genetic Programming. In David Al-Dabass and Vullnet Ameti and Fauzi Skenderi and Festim Halili editors, Sixth International Conference on Computational Intelligence, Communication Systems and Networks, CICSyN2014, pages 59-64, Tetovo, Macedonia, 2014. details

  11. Jeannie Fitzgerald and Conor Ryan. On size, complexity and generalisation error in GP. In Christian Igel and Dirk V. Arnold and Christian Gagne and Elena Popovici and Anne Auger and Jaume Bacardit and Dimo Brockhoff and Stefano Cagnoni and Kalyanmoy Deb and Benjamin Doerr and James Foster and Tobias Glasmachers and Emma Hart and Malcolm I. Heywood and Hitoshi Iba and Christian Jacob and Thomas Jansen and Yaochu Jin and Marouane Kessentini and Joshua D. Knowles and William B. Langdon and Pedro Larranaga and Sean Luke and Gabriel Luque and John A. W. McCall and Marco A. Montes de Oca and Alison Motsinger-Reif and Yew Soon Ong and Michael Palmer and Konstantinos E. Parsopoulos and Guenther Raidl and Sebastian Risi and Guenther Ruhe and Tom Schaul and Thomas Schmickl and Bernhard Sendhoff and Kenneth O. Stanley and Thomas Stuetzle and Dirk Thierens and Julian Togelius and Carsten Witt and Christine Zarges editors, GECCO '14: Proceedings of the 2014 conference on Genetic and evolutionary computation, pages 903-910, Vancouver, BC, Canada, 2014. ACM. details

  12. Gopinath Chennupati and Jeannie Fitzgerald and Conor Ryan. On The Efficiency of Multi-core Grammatical Evolution (MCGE) Evolving Multi-Core Parallel Programs. In Ana Maria Madureira and Ajith Abraham and Emilio Corchado and Leonilde Varela and Azah Kamilah Muda and Choo yun Huoy editors, Sixth World Congress on Nature and Biologically Inspired Computing, pages 238-243, Porto, Portugal, 2014. IEEE. details

  13. Jeannie Fitzgerald and Conor Ryan. Individualized self-adaptive genetic operators with adaptive selection in Genetic Programming. In Simone Ludwig and Patricia Melin and Ajith Abraham and Ana Maria Madureira and Kendall Nygard and Oscar Castillo and Azah Kamilah Muda and Kun Ma and Emilio Corchado editors, 5th World Congress on Nature and Biologically Inspired Computing (NaBIC 2013), pages 232-237, Fargo, USA, 2013. IEEE. details

  14. Jeannie Fitzgerald and Conor Ryan. A Hybrid Approach to the Problem of Class Imbalance. In Radomil Matousek editor, 19th International Conference on Soft Computing, MENDEL 2013, pages 129-137, Brno, Czech Republic, 2013. details

  15. Jeannie Fitzgerald and R. Muhammad Atif Azad and Conor Ryan. A bootstrapping approach to reduce over-fitting in genetic programming. 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 1113-1120, Amsterdam, The Netherlands, 2013. ACM. details

  16. Jeannie Fitzgerald and R. Muhammad Atif Azad and Conor Ryan. Bootstrapping to reduce bloat and improve generalisation in genetic programming. 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 141-142, Amsterdam, The Netherlands, 2013. ACM. details

  17. Jeannie Fitzgerald and Conor Ryan. Exploring boundaries: optimising individual class boundaries for binary classification problem. 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 743-750, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  18. Jeannie Fitzgerald and Conor Ryan. Validation Sets, Genetic Programming and Generalisation. In Max Bramer and Miltos Petridis and Lars Nolle editors, Proceedings of the 31st SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, AI-2011, pages 79-92, Cambridge, England, 2011. Springer. Research and Development in Intelligent Systems XXVIII, Incorporating Applications and Innovations in Intelligent Systems XIX. details

  19. Jeannie Fitzgerald and Conor Ryan. Drawing boundaries: using individual evolved class boundaries for binary classification problems. 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 1347-1354, Dublin, Ireland, 2011. ACM. details

  20. Jeannie Fitzgerald and Conor Ryan. Validation Sets for Evolutionary Curtailment with Improved Generalisation. In Geuk Lee and Daniel Howard and Dominik Slezak editors, 5th International Conference on Convergence and Hybrid Information Technology, ICHIT 2011, volume 6935, pages 282-289, Daejeon, Korea, 2011. Springer. details

Genetic Programming book chapters by Jeannie Fitzgerald