Genetic Programming Bibliography entries for Martin Pilat

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GP coauthors/coeditors: Tomas Kren, Roman Neruda, Klara Peskova, Gabriela Suchoparova, Jakub Smid,

Genetic Programming Articles by Martin Pilat

Genetic Programming conference papers by Martin Pilat

  1. Martin Pilat and Gabriela Suchoparova. Using Graph Neural Networks as Surrogate Models in Genetic Programming. In Heike Trautmann and Carola Doerr and Alberto Moraglio and Thomas Bartz-Beielstein and Bogdan Filipic and Marcus Gallagher and Yew-Soon Ong and Abhishek Gupta and Anna V Kononova and Hao Wang and Michael Emmerich and Peter A. N. Bosman and Daniela Zaharie and Fabio Caraffini and Johann Dreo and Anne Auger and Konstantin Dietric and Paul Dufosse and Tobias Glasmachers and Nikolaus Hansen and Olaf Mersmann and Petr Posik and Tea Tusar and Dimo Brockhoff and Tome Eftimov and Pascal Kerschke and Boris Naujoks and Mike Preuss and Vanessa Volz and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Mark Coletti and Catherine (Katie) Schuman and Eric “Siggy” Scott and Robert Patton and Paul Wiegand and Jeffrey K. Bassett and Chathika Gunaratne and Tinkle Chugh and Richard Allmendinger and Jussi Hakanen and Daniel Tauritz and John Woodward and Manuel Lopez-Ibanez and John McCall and Jaume Bacardit and Alexander Brownlee and Stefano Cagnoni and Giovanni Iacca and David Walker and Jamal Toutouh and UnaMay O'Reilly and Penousal Machado and Joao Correia and Sergio Nesmachnow and Josu Ceberio and Rafael Villanueva and Ignacio Hidalgo and Francisco Fernandez de Vega and Giuseppe Paolo and Alex Coninx and Antoine Cully and Adam Gaier and Stefan Wagner and Michael Affenzeller and Bobby R. Bruce and Vesna Nowack and Aymeric Blot and Emily Winter and William B. Langdon and Justyna Petke and Silvino Fernandez Alzueta and Pablo Valledor Pellicer and Thomas Stuetzle and David Paetzel and Alexander Wagner and Michael Heider and Nadarajen Veerapen and Katherine Malan and Arnaud Liefooghe and Sebastien Verel and Gabriela Ochoa and Mohammad Nabi Omidvar and Yuan Sun and Ernesto Tarantino and De Falco Ivanoe and Antonio Della Cioppa and Scafuri Umberto and John Rieffel and Jean-Baptiste Mouret and Stephane Doncieux and Stefanos Nikolaidis and Julian Togelius and Matthew C. Fontaine and Serban Georgescu and Francisco Chicano and Darrell Whitley and Oleksandr Kyriienko and Denny Dahl and Ofer Shir and Lee Spector and Alma Rahat and Richard Everson and Jonathan Fieldsend and Handing Wang and Yaochu Jin and Erik Hemberg and Marwa A. Elsayed and Michael Kommenda and William La Cava and Gabriel Kronberger and Steven Gustafson editors, Proceedings of the 2022 Genetic and Evolutionary Computation Conference Companion, pages 582-585, Boston, USA, 2022. Association for Computing Machinery. details

  2. Tomas Kren and Martin Pilat and Roman Neruda. Multi-objective evolution of machine learning workflows. In 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 2017. details

  3. Martin Pilat and Roman Neruda. Feature Extraction for Surrogate Models 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 335-344, Edinburgh, 2016. Springer. details

  4. Martin Pilat and Tomas Kren and Roman Neruda. Asynchronous Evolution of Data Mining Workflow Schemes by Strongly Typed Genetic Programming. In 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI), pages 577-584, 2016. details

  5. Tomas Kren and Martin Pilat and Klara Peskova and Roman Neruda. Generating Workflow Graphs Using Typed Genetic Programming. In Joaquin Vanschoren and Pavel Brazdil and Christophe G. Giraud-Carrier and Lars Kotthoff editors, Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015, volume 1455, pages 108-109, 2015. CEUR-WS.org. details

  6. Jakub Smid and Martin Pilat and Klara Peskova and Roman Neruda. Multi-Objective Genetic Programming for Dataset Similarity Induction. In 2015 IEEE Symposium Series on Computational Intelligence, pages 1576-1582, Cape Town, South Africa, 2015. details

  7. Jakub Smid and Martin Pilat and Klara Peskova and Roman Neruda. Co-evolutionary Genetic Programming for Dataset Similarity Induction. In Yadahiko Murata editor, Proceedings of 2015 IEEE Congress on Evolutionary Computation (CEC 2015), pages 1160-1166, Sendai, Japan, 2015. IEEE Press. details

  8. Tomas Kren and Martin Pilat and Roman Neruda. Evolving Workflow Graphs Using Typed Genetic Programming. In 2015 IEEE Symposium Series on Computational Intelligence, pages 1407-1414, 2015. details