Genetic Programming Bibliography entries for Alex Alves Freitas

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GP coauthors/coeditors: Jaume Bacardit, Ivan T Tanev, Joern Mehnen, Thomas Bartz-Beielstein, Lawrence David Davis, Carlos Artemio Coello Coello, Dara Curran, Thomas Jansen, Daniele Loiacono, Albert Orriols-Puig, Ryan J Urbanowicz, Simon Harding, William B Langdon, Man Leung Wong, Garnett Carl Wilson, Tony Lewis, Stephen L Smith, Stefano Cagnoni, Robert Patton, William Michael Rand, Forrest Stonedahl, Gisele L Pappa, Jerry Swan, John R Woodward, Maria J Blesa, Christian Blum, Steven M Gustafson, Ekaterina (Katya) Vladislavleva, Mark W Hauschild, Martin Pelikan, Ender Ozcan, Andrew J Parkes, Jonathan E Rowe, Pascal Bouvry, Samee U Khan, Gregoire Danoy, Alexandru-Adrian Tantar, Emilia Tantar, Bernabe Dorronsoro, Miguel Nicolau, L Darrell Whitley, Rodrigo C Barros, Marcio Porto Basgalupp, Andre Ponce de Leon F de Carvalho, Celia Cristina Bojarczuk, Heitor Silverio Lopes, Edson L Michalkiewicz, Natalio Krasnogor, Pier Luca Lanzi, Andries P Engelbrecht, David A Pelta, Carlos Gershenson, Giovanni Squillero, Marylyn D Ritchie, Mike Preuss, Christian Gagne, Yew-Soon Ong, Guenther Raidl, Marcus Gallager, Jose A Lozano, Dario Landa Silva, Nikolaus Hansen, Silja Meyer-Nieberg, James Smith, Gusz Eiben, Ester Bernado-Mansilla, Will N Browne, Lee Spector, Tina Yu, Jeff Clune, Gregory S Hornby, Pierre Collet, Jean-Paul Watson, Moshe Sipper, Simon M Poulding, Gabriela Ochoa, Marc Schoenauer, Carsten Witt, Anne Auger, S Lavington, N Dewhurst, E Wilkins, Roberto R F Mendes, Fabricio de B Voznika, Julio C Nievola, Fernando Esteban Barril Otero, Monique M S Silvia, Monique M S Silva, Colin G Johnson, Simon J Thompson, W Romao, I M S Gimenes, Denise Fukumi Tsunoda,

Genetic Programming Articles by Alex Alves Freitas

1. Gisele L. Pappa and Alex A. Freitas. Automatically evolving rule induction algorithms tailored to the prediction of postsynaptic activity in proteins. Intelligent Data Analysis, 13(2):243-259, 2009. details

2. Gisele L. Pappa and Alex A. Freitas. Evolving rule induction algorithms with multi-objective grammar-based genetic programming. Knowledge and Information Systems, 19(3):283-309, 2009. details

3. W. Romao and A. A. Freitas and I. M. S. Gimenes. Discovering interesting knowledge from a science \& technology database with a genetic algorithm. Applied Soft Computing, 4:121-137, 2004. details

4. Celia C. Bojarczuk and Heitor S. Lopes and Alex A. Freitas and Edson L Michalkiewicz. A constrained-syntax genetic programming system for discovering classification rules: application to medical data sets. Artificial Intelligence in Medicine, 30(1):27-48, 2004. details

5. Alex A. Freitas. Book Review: Data Mining Using Grammar-Based Genetic Programming and Applications. Genetic Programming and Evolvable Machines, 2(2):197-199, 2001. details

6. Celia C. Bojarczuk and Heitor S. Lopes and Alex A. Freitas. Genetic programming for knowledge discovery in chest-pain diagnosis. IEEE Engineering in Medicine and Biology Magazine, 19(4):38-44, 2000. details

7. S. Lavington and N. Dewhurst and E. Wilkins and A. Freitas. Interfacing knowledge discovery algorithms to large database management systems. Information and Software Technology, 41(9):605-617, 1999. special issue on data mining. details

Genetic Programming Books by Alex Alves Freitas

• Gisele L. Pappa and Alex A. Freitas. Automatically Evolving Data Mining Algorithms. Springer, 2010. details

• Alex Freitas. Data Mining and Knowledge Discovery with Evolutionary Algorithms. Springer-Verlag, 2002. details

Genetic Programming Conference proceedings edited by Alex Alves Freitas

• 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. Dublin, Ireland, 2011. details

• Jaume Bacardit and Ivan Tanev and Joern Mehnen and Thomas Bartz-Beielstein and David Davis and Carlos Artemio Coello Coello and Dara Curran and Thomas Jansen and Daniele Loiacono and Albert Orriols-Puig and Ryan Urbanowicz and Simon Harding and W. B. Langdon and Man Leung Wong and Garnett Wilson and Tony Lewis and Stephen L. Smith and Stefano Cagnoni and Robert Patton and William Rand and Forrest Stonedahl and Gisele L. Pappa and Alex A. Freitas and Jerry Swan and John Woodward and Maria J. Blesa and Christian Blum and Steven Gustafson and Ekaterina Vladislavleva and Mark Hauschild and Martin Pelikan and Ender Ozcan and Andrew J. Parkes and Jonathan Rowe and Pascal Bouvry and Samee U. Khan and Gregoire Danoy and Alexandru-Adrian Tantar and Emilia Tantar and Bernabe Dorronsoro and Miguel Nicolau and Darrell Whitley editors, GECCO '11: Proceedings of the 13th annual conference companion on Genetic and evolutionary computation. Dublin, Ireland, 2011. details

Genetic Programming conference papers by Alex Alves Freitas

1. Rodrigo C. Barros and Marcio P. Basgalupp and Andre C. P. L. F. de Carvalho and Alex A. Freitas. Towards the automatic design of decision tree induction algorithms. In Gisele L. Pappa and Alex A. Freitas and Jerry Swan and John Woodward editors, GECCO 2011 1st workshop on evolutionary computation for designing generic algorithms, pages 567-574, Dublin, Ireland, 2011. ACM. details

2. Fernando E. B. Otero and Colin G. Johnson and Alex A. Freitas and Simon J. Thompson. Refactoring in Automatically Generated Programs. In Massimiliano Di Penta and Simon Poulding and Lionel Briand and John Clark editors, Proceedings of the 2nd International Symposium on Search Based Software Engineering (SSBSE '10), Benevento, Italy, 2010. Fast abstract. details

3. Denise F. Tsunoda and Alex A. Freitas and Heitor S. Lopes. MAHATMA: A Genetic Programming-Based Tool for Protein Classification. In Ninth International Conference on Intelligent Systems Design and Applications, ISDA '09, pages 1136-1142, 2009. details

4. Gisele L. Pappa and Alex Alves Freitas. Automatically Evolving Rule Induction Algorithms. In Johannes F\"urnkranz and Tobias Scheffer and Myra Spiliopoulou editors, Proceedings of the 17th European Conference on Machine Learning, ECML 2006, volume 4212, pages 341-352, Berlin, 2006. Springer. details

5. Gisele L. Pappa and Alex A. Freitas. Towards a genetic programming algorithm for automatically evolving rule induction algorithms. In Johannes Furnkranz editor, ECML/PKDD 2004 Proceedings of the Workshop W8 on Advances in Inductive Learning, pages 93-108, Pisa, Italy, 2004. details

6. Fernando E. B. Otero and Monique M. S. Silva and Alex A. Freitas and Julio C. Nievola. Genetic Programming for Attribute Construction in Data Mining. In Conor Ryan and Terence Soule and Maarten Keijzer and Edward Tsang and Riccardo Poli and Ernesto Costa editors, Genetic Programming, Proceedings of EuroGP'2003, volume 2610, pages 384-393, Essex, 2003. Springer-Verlag. details

7. Celia C. Bojarczuk and Heitor S. Lopes and Alex A. Freitas. An innovative application of a constrained-syntax genetic programming system to the problem of predicting survival of patients. In Conor Ryan and Terence Soule and Maarten Keijzer and Edward Tsang and Riccardo Poli and Ernesto Costa editors, Genetic Programming, Proceedings of EuroGP'2003, volume 2610, pages 11-21, Essex, 2003. Springer-Verlag. details

8. Fernando E. B. Otero and Monique M. S. Silva and Alex A. Freitas. Genetic Programming for Attribute Construction in Data Mining. In Erick Cant\'u-Paz editor, Late Breaking Papers at the Genetic and Evolutionary Computation Conference (GECCO-2002), pages 370-376, New York, NY, 2002. AAAI. details

9. Fernando E. B. Otero and Monique M. S. Silvia and Alex A. Freitas. Genetic Programming For Attribute Construction In Data Mining. In W. B. Langdon and E. Cant\'u-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M. A. Potter and A. C. Schultz and J. F. Miller and E. Burke and N. Jonoska editors, GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, page 1270, New York, 2002. Morgan Kaufmann Publishers. details

10. Roberto R. F. Mendes and Fabricio de B. Voznika and Julio C. Nievola and Alex A. Freitas. Discovering Fuzzy Classification Rules with Genetic Programming and Co-Evolution. In Lee Spector and Erik D. Goodman and Annie Wu and W. B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), page 183, San Francisco, California, USA, 2001. Morgan Kaufmann. details

11. Roberto R. F. Mendes and Fabricio de B. Voznika and Julio C. Nievola and Alex A. Freitas. Discovering Fuzzy Classification Rules with Genetic Programming and Co-Evolution. In Erik D. Goodman editor, 2001 Genetic and Evolutionary Computation Conference Late Breaking Papers, pages 287-294, San Francisco, California, USA, 2001. details

12. Celia C. Bojarczuk and Heitor S. Lopes and Alex A. Freitas. Data mining with constrained-syntax genetic programming: applications to medical data sets. In Proceedings Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2001), 2001. a workshop at MedInfo-2001. details

13. Roberto R. F. Mendes and Fabricio B. Voznika and Alex A. Freitas and Julio C. Nievola. Discovering Fuzzy Classification Rules with Genetic Programming and Co-Evolution. In L. de Raedt and Arno Siebes editors, 5th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'01), volume 2168, pages 314-325, Freiburg, Germany, 2001. Springer Verlag. details

14. Celia C. Bojarczuk and Heitor S. Lopes and Alex A. Freitas. Discovering comprehensible classification rules by using Genetic Programming: a case study in a medical domain. In Wolfgang Banzhaf and Jason Daida and Agoston E. Eiben and Max H. Garzon and Vasant Honavar and Mark Jakiela and Robert E. Smith editors, Proceedings of the Genetic and Evolutionary Computation Conference, volume 2, pages 953-958, Orlando, Florida, USA, 1999. Morgan Kaufmann. details

15. Alex A. Freitas. A Genetic Algorithm for Discovering Knowledge Nuggets. In John R. Koza editor, Late Breaking Papers at the Genetic Programming 1998 Conference, University of Wisconsin, Madison, Wisconsin, USA, 1998. Stanford University Bookstore. details

16. Alex A. Freitas. A Genetic Programming Framework for Two Data Mining Tasks: Classification and Generalized Rule Induction. In John R. Koza and Kalyanmoy Deb and Marco Dorigo and David B. Fogel and Max Garzon and Hitoshi Iba and Rick L. Riolo editors, Genetic Programming 1997: Proceedings of the Second Annual Conference, pages 96-101, Stanford University, CA, USA, 1997. Morgan Kaufmann. details

Genetic Programming book chapters by Alex Alves Freitas

1. Alex Alves Freitas and Gisele L. Pappa. Genetic Programming for Automatically Constructing Data Mining Algorithms. In John Wang editor, Encyclopedia of Data Warehousing and Mining, chapter 144, pages 932-936. IGI Global, 2009. details

2. Gisele L. Pappa and Alex Alves Freitas. Discovering New Rule Induction Algorithms with Grammar-based Genetic Programming. In Oded Maimon and Lior Rokach editors, pages 133-152. Springer, 2008. details

3. Alex Alves Freitas. Evolutionary Computation. In W. Klosgen and J. Zytkow editors, Handbook of Data Mining and Knowledge Discovery, chapter 32, pages 698-706. Oxford University Press, 2002. details

4. Alex Freitas. A review of evolutionary algorithms for e-commerce. In J. Segovia and P. S. Szczepaniak and M. Niedzwiedzinski editors, E-Commerce and Intelligent Methods. Studies in Fuzziness and Soft Computing, volume 105 of Studies in Fuzziness and Soft Computing, chapter 10, pages 159-179. Springer-Verlag, 2002. details

5. Alex Freitas. A survey of evolutionary algorithms for data mining and knowledge discovery. In A. Ghosh and S. Tsutsui editors, Advances in Evolutionary Computation, chapter 33, pages 819-845. Springer-Verlag, 2002. details