Genetic Programming Bibliography entries for Andrea De Lorenzo

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GP coauthors/coeditors: Milos Ajcevic, Agostino Accardo, Alberto Bartoli, Eric Medvet, Giorgio Davanzo, Marco Mauri, Enrico Sorio, Fabiano Tarlao, Simone Cumar, Marco Virgolin, Giovanni Squillero, Lorenzo Bonin, Luigi Rovito, Luca Manzoni, Mauro Castelli, Bing Xue, Giorgia Nadizar, Giovanni Pinna, Damiano Ravalico, Francesca Randone,

Genetic Programming Articles by Andrea De Lorenzo

  1. Giorgia Nadizar and Luigi Rovito and Andrea De Lorenzo and Eric Medvet and Marco Virgolin. An Analysis of the Ingredients for Learning Interpretable Symbolic Regression Models with Human-in-the-loop and Genetic Programming. ACM Transactions on Evolutionary Learning and Optimization, 4(1) 2024. 17000th GP entry. details

  2. Lorenzo Bonin and Luigi Rovito and Andrea De Lorenzo and Luca Manzoni. Cellular geometric semantic genetic programming. Genetic Programming and Evolvable Machines, 25:Article no: 8, 2024. Online first. details

  3. Luigi Rovito and Andrea De Lorenzo and Luca Manzoni. Discovering Non-Linear Boolean Functions by Evolving Walsh Transforms with Genetic Programming. Algorithms, 16(11):Article No. 499, 2023. details

  4. Luigi Rovito and Lorenzo Bonin and Luca Manzoni and Andrea De Lorenzo. An Evolutionary Computation Approach for Twitter Bot Detection. Applied Sciences, 12(12):Article No. 5915, 2022. Special Issue Genetic Programming, Theory, Methods and Applications. details

  5. Alberto Bartoli and Andrea De Lorenzo and Eric Medvet and Fabiano Tarlao. Automatic Search-and-Replace From Examples With Coevolutionary Genetic Programming. IEEE Transactions on Cybernetics, 51(5):2612-2624, 2021. details

  6. Andrea De Lorenzo and Alberto Bartoli and Mauro Castelli and Eric Medvet and Bing Xue. Genetic programming in the twenty-first century: a bibliometric and content-based analysis from both sides of the fence. Genetic Programming and Evolvable Machines, 21(1-2):181-204, 2020. Twentieth Anniversary Issue. details

  7. Eric Medvet and Alberto Bartoli and Andrea De Lorenzo and Fabiano Tarlao. Designing automatically a representation for grammatical evolution. Genetic Programming and Evolvable Machines, 20(1):37-65, 2019. details

  8. Alberto Bartoli and Andrea De Lorenzo and Eric Medvet and Giovanni Squillero. Multi-level diversity promotion strategies for Grammar-guided Genetic Programming. Applied Soft Computing, 83:105599, 2019. details

  9. Alberto Bartoli and Andrea De Lorenzo and Eric Medvet and Fabiano Tarlao. Active Learning of Regular Expressions for Entity Extraction. IEEE Transactions on Cybernetics, 48(3):1067-1080, 2018. details

  10. Alberto Bartoli and Andrea De Lorenzo and Eric Medvet and Fabiano Tarlao. Inference of Regular Expressions for Text Extraction from Examples. IEEE Transactions on Knowledge and Data Engineering, 28(5):1217-1230, 2016. details

  11. Alberto Bartoli and Eric Medvet and Andrea De Lorenzo and Fabiano Tarlao. Can A Machine Replace Humans In Building Regular Expressions? A Case Study. IEEE Intelligent Systems, 31(6):15-21, 2016. details

  12. Alberto Bartoli and Andrea De Lorenzo and Eric Medvet and Fabiano Tarlao. Regex-based Entity Extraction with Active Learning and Genetic Programming. ACM SIGAPP Applied Computing Review, 16(2):7-15, 2016. details

  13. Alberto Bartoli and Andrea De Lorenzo and Eric Medvet and Fabiano Tarlao. Predicting the effectiveness of pattern-based entity extractor inference. Applied Soft Computing, 46:398-406, 2016. details

  14. Alberto Bartoli and Giorgio Davanzo and Andrea De Lorenzo and Eric Medvet and Enrico Sorio. Automatic Synthesis of Regular Expressions from Examples. IEEE Computer, 47(12):72-80, 2014. details

Genetic Programming conference papers by Andrea De Lorenzo

  1. Giovanni Pinna and Damiano Ravalico and Luigi Rovito and Luca Manzoni and Andrea De Lorenzo. Enhancing Large Language Models-Based Code Generation by Leveraging Genetic Improvement. In Mario Giacobini and Bing Xue and Luca Manzoni editors, EuroGP 2024: Proceedings of the 27th European Conference on Genetic Programming, volume 14631, pages 108-124, Aberystwyth, 2024. Springer. details

  2. Luigi Rovito and Andrea De Lorenzo and Luca Manzoni. Evolution of Walsh Transforms with Genetic Programming. In Sara Silva and Luis Paquete and Leonardo Vanneschi and Nuno Lourenco and Ales Zamuda and Ahmed Kheiri and Arnaud Liefooghe and Bing Xue and Ying Bi and Nelishia Pillay and Irene Moser and Arthur Guijt and Jessica Catarino and Pablo Garcia-Sanchez and Leonardo Trujillo and Carla Silva and Nadarajen Veerapen editors, GECCO 2023 Student Workshop, pages 2386-2389, Lisbon, Portugal, 2023. Association for Computing Machinery. details

  3. Marco Virgolin and Andrea De Lorenzo and Eric Medvet and Francesca Randone. Learning a Formula of Interpretability to Learn Interpretable Formulas. In Thomas Baeck and Mike Preuss and Andre Deutz and Hao Wang2 and Carola Doerr and Michael Emmerich and Heike Trautmann editors, 16th International Conference on Parallel Problem Solving from Nature, Part II, volume 12270, pages 79-93, Leiden, Holland, 2020. Springer. details

  4. Eric Medvet and Alberto Bartoli and Andrea De Lorenzo and Fabiano Tarlao. GOMGE: Gene-pool Optimal Mixing on Grammatical Evolution. In Anne Auger and Carlos M. Fonseca and Nuno Lourenco and Penousal Machado and Luis Paquete and Darrell Whitley editors, 15th International Conference on Parallel Problem Solving from Nature, volume 11101, pages 223-235, Coimbra, Portugal, 2018. Springer. details

  5. Eric Medvet and Alberto Bartoli and Andrea De Lorenzo. Exploring the application of GOMEA to bit-string GE. In Carlos Cotta and Tapabrata Ray and Hisao Ishibuchi and Shigeru Obayashi and Bogdan Filipic and Thomas Bartz-Beielstein and Grant Dick and Masaharu Munetomo and Silvino Fernandez Alzueta and Thomas Stuetzle and Pablo Valledor Pellicer and Manuel Lopez-Ibanez and Daniel R. Tauritz and Pietro S. Oliveto and Thomas Weise and Borys Wrobel and Ales Zamuda and Anne Auger and Julien Bect and Dimo Brockhoff and Nikolaus Hansen and Rodolphe Le Riche and Victor Picheny and Bilel Derbel and Ke Li and Hui Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Stephane Doncieux and Richard Duro and Joshua Auerbach and Harold de Vladar and Antonio J. Fernandez-Leiva and JJ Merelo and Pedro A. Castillo-Valdivieso and David Camacho-Fernandez and Francisco Chavez de la O and Ozgur Akman and Khulood Alyahya and Juergen Branke and Kevin Doherty and Jonathan Fieldsend and Giuseppe Carlo Marano and Nikos D. Lagaros and Koichi Nakayama and Chika Oshima and Stefan Wagner and Michael Affenzeller and Boris Naujoks and Vanessa Volz and Tea Tusar and Pascal Kerschke and Riyad Alshammari and Tokunbo Makanju and Brad Alexander and Saemundur O. Haraldsson and Markus Wagner and John R. Woodward and Shin Yoo and John McCall and Nayat Sanchez-Pi and Luis Marti and Danilo Vasconcellos and Masaya Nakata and Anthony Stein and Nadarajen Veerapen and Arnaud Liefooghe and Sebastien Verel and Gabriela Ochoa and Stephen L. Smith and Stefano Cagnoni and Robert M. Patton and William La Cava and Randal Olson and Patryk Orzechowski and Ryan Urbanowicz and Ivanoe De Falco and Antonio Della Cioppa and Ernesto Tarantino and Umberto Scafuri and P. G. M. Baltus and Giovanni Iacca and Ahmed Hallawa and Anil Yaman and Alma Rahat and Handing Wang and Yaochu Jin and David Walker and Richard Everson and Akira Oyama and Koji Shimoyama and Hemant Kumar and Kazuhisa Chiba and Pramudita Satria Palar editors, GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 270-271, Kyoto, Japan, 2018. ACM. details

  6. Alberto Bartoli and Andrea De Lorenzo and Eric Medvet and Fabiano Tarlao. Active learning approaches for learning regular expressions with genetic programming. In Sascha Ossowski editor, Proceedings of the 31st Annual ACM Symposium on Applied Computing, Pisa, Italy, April 4-8, 2016, pages 97-102, 2016. ACM. details

  7. Alberto Bartoli and Andrea De Lorenzo and Eric Medvet and Fabiano Tarlao. Syntactical Similarity Learning by means of Grammatical Evolution. 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 260-269, Edinburgh, 2016. Springer. details

  8. Alberto Bartoli and Andrea De Lorenzo and Eric Medvet and Fabiano Tarlao. On the Automatic Construction of Regular Expressions from Examples (GP vs. Humans 1-0). In Benjamin Doerr and Tobias Friedrich and Frank Neumann and Andrew M. Sutton and Martin Middendorf and Xiaodong Li and Emma Hart and Mengjie Zhang and Youhei Akimoto and Peter A. N. Bosman and Terry Soule and Risto Miikkulainen and Daniele Loiacono and Julian Togelius and Manuel Lopez-Ibanez and Holger Hoos and Julia Handl and Faustino Gomez and Carlos M. Fonseca and Heike Trautmann and Alberto Moraglio and William F. Punch and Krzysztof Krawiec and Zdenek Vasicek and Thomas Jansen and Jim Smith and Simone Ludwig and JJ Merelo and Boris Naujoks and Enrique Alba and Gabriela Ochoa and Simon Poulding and Dirk Sudholt and Timo Koetzing editors, GECCO 2016 Hot of the Press, pages 155-156, Denver, USA, 2016. ACM. details

  9. Alberto Bartoli and Andrea De Lorenzo and Eric Medvet and Fabiano Tarlao and Marco Virgolin. Evolutionary Learning of Syntax Patterns for Genic Interaction Extraction. 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 1183-1190, Madrid, Spain, 2015. ACM. details

  10. Alberto Bartoli and Andrea De Lorenzo and Eric Medvet and Fabiano Tarlao. Learning Text Patterns using Separate-and-Conquer Genetic Programming. In Penousal Machado and Malcolm I. Heywood and James McDermott and Mauro Castelli and Pablo Garcia-Sanchez and Paolo Burelli and Sebastian Risi and Kevin Sim editors, 18th European Conference on Genetic Programming, volume 9025, pages 16-27, Copenhagen, 2015. Springer. details

  11. Alberto Bartoli and Simone Cumar and Andrea De Lorenzo and Eric Medvet. Compressing Regular Expression Sets for Deep Packet Inspection. In Thomas Bartz-Beielstein and Juergen Branke and Bogdan Filipic and Jim Smith editors, 13th International Conference on Parallel Problem Solving from Nature, volume 8672, pages 394-403, Ljubljana, Slovenia, 2014. Springer. details

  12. Alberto Bartoli and Andrea De Lorenzo and Eric Medvet and Fabiano Tarlao. Playing Regex Golf with Genetic Programming. 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: Proceeding of the sixteenth annual conference on genetic and evolutionary computation conference, pages 1063-1070, Vancouver, BC, Canada, 2014. ACM. details

  13. Andrea De Lorenzo and Eric Medvet and Alberto Bartoli. Automatic string replace by examples. In Christian Blum and Enrique Alba and Anne Auger and Jaume Bacardit and Josh Bongard and Juergen Branke and Nicolas Bredeche and Dimo Brockhoff and Francisco Chicano and Alan Dorin and Rene Doursat and Aniko Ekart and Tobias Friedrich and Mario Giacobini and Mark Harman and Hitoshi Iba and Christian Igel and Thomas Jansen and Tim Kovacs and Taras Kowaliw and Manuel Lopez-Ibanez and Jose A. Lozano and Gabriel Luque and John McCall and Alberto Moraglio and Alison Motsinger-Reif and Frank Neumann and Gabriela Ochoa and Gustavo Olague and Yew-Soon Ong and Michael E. Palmer and Gisele Lobo Pappa and Konstantinos E. Parsopoulos and Thomas Schmickl and Stephen L. Smith and Christine Solnon and Thomas Stuetzle and El-Ghazali Talbi and Daniel Tauritz and Leonardo Vanneschi editors, GECCO '13: Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference, pages 1253-1260, Amsterdam, The Netherlands, 2013. ACM. details

  14. Milos Ajcevic and Andrea De Lorenzo and Agostino Accardo and Alberto Bartoli and Eric Medvet. A novel estimation methodology for tracheal pressure in mechanical ventilation control. In 8th International Symposium on Image and Signal Processing and Analysis (ISPA 2013), pages 695-699, Trieste, Italy, 2013. details

  15. Alberto Bartoli and Giorgio Davanzo and Andrea De Lorenzo and Marco Mauri and Eric Medvet and Enrico Sorio. Automatic generation of regular expressions from examples with genetic programming. 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 Companion '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion, pages 1477-1478, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  16. Alberto Bartoli and Giorgio Davanzo and Andrea De Lorenzo and Eric Medvet. GP-based Electricity Price Forecasting. In Sara Silva and James A. Foster and Miguel Nicolau and Mario Giacobini and Penousal Machado editors, Proceedings of the 14th European Conference on Genetic Programming, EuroGP 2011, volume 6621, pages 37-48, Turin, Italy, 2011. Springer Verlag. details