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TITLE: SRBench++: Principled Benchmarking of Symbolic Regression With Domain-Expert Interpretation
AUTHORS: de Franca, FO; Virgolin, M; Kommenda, M; Majumder, MS; Cranmer, M; Espada, G; Ingelse, L; Fonseca, A; Landajuela, M; Petersen, B; Glatt, R; Mundhenk, N; Lee, CS; Hochhalter, JD; Randall, DL; Kamienny, P; Zhang, H; Dick, G; Simon, A; Burlacu, B; Jaan Kasak; Meera Machado; Casper Wilstrup; La G L Cavaz; ...More
PUBLISHED: 2024, SOURCE: IEEE Transactions on Evolutionary Computation
INDEXED IN: CrossRef
IN MY: ORCID
2
TITLE: Semantically Rich Local Dataset Generation for Explainable AI in Genomics
AUTHORS: Pedro Barbosa; Rosina Savisaar; Alcides Fonseca;
PUBLISHED: 2024, SOURCE: 2024 Genetic and Evolutionary Computation Conference, GECCO 2024 in GECCO 2024 - Proceedings of the 2024 Genetic and Evolutionary Computation Conference
INDEXED IN: Scopus CrossRef
IN MY: ORCID
3
TITLE: Semantically Rich Local Dataset Generation for Explainable AI in Genomics
AUTHORS: Pedro Barbosa; Rosina Savisaar; Alcides Fonseca;
PUBLISHED: 2024, SOURCE: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024
INDEXED IN: DBLP
IN MY: DBLP
4
TITLE: Is it a Bug? Understanding Physical Unit Mismatches in Robot Software
AUTHORS: Paulo Canelas; Trenton Tabor; John Paul Ore; Alcides Fonseca; Claire Le Goues; Christopher Steven Timperley;
PUBLISHED: 2024, SOURCE: 2024 IEEE International Conference on Robotics and Automation, ICRA 2024 in IEEE International Conference on Robotics and Automation, ICRA 2024, Yokohama, Japan, May 13-17, 2024
INDEXED IN: Scopus DBLP
IN MY: DBLP
5
TITLE: Understanding Misconfigurations in ROS: An Empirical Study and Current Approaches
AUTHORS: Paulo Canelas; Bradley R Schmerl; Alcides Fonseca; Christopher Steven Timperley;
PUBLISHED: 2024, SOURCE: 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, ISSTA 2024 in Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, ISSTA 2024, Vienna, Austria, September 16-20, 2024, VOLUME: 5
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
6
TITLE: Domain-Aware Feature Learning with Grammar-Guided Genetic Programming
AUTHORS: Leon Ingelse; Alcides Fonseca;
PUBLISHED: 2023, SOURCE: 6th European Conference on Genetic Programming, EuroGP 2023 held as part of EvoStar 2023 in Genetic Programming - 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12-14, 2023, Proceedings, VOLUME: 13986
INDEXED IN: Scopus DBLP
IN MY: ORCID | DBLP
7
TITLE: Interpretable Symbolic Regression for Data Science: Analysis of the 2022 Competition
AUTHORS: Fabrício Olivetti de França; Marco Virgolin; Michael Kommenda; Majumder, MS; Miles D Cranmer; Guilherme Espada; Leon Ingelse; Alcides Fonseca; Mikel Landajuela; Brenden K Petersen; Ruben Glatt; Nathan N Mundhenk; Lee, CS; Jacob D Hochhalter; David L Randall; Kamienny, P; Zhang, H; Dick, G; Simon, A; Bogdan Burlacu; Jaan Kasak; Meera Vieira Machado; Casper Wilstrup; William G La Cava; ...More
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2304.01117
INDEXED IN: DBLP
IN MY: DBLP
8
TITLE: Domain-Aware Feature Learning with Grammar-Guided Genetic Programming
AUTHORS: Ingelse, Leon; Fonseca, Alcides;
PUBLISHED: 2023, SOURCE: 26th European Conference on Genetic Programming (EuroGP) Held as Part of EvoStar in GENETIC PROGRAMMING, EUROGP 2023, VOLUME: 13986
INDEXED IN: WOS
9
TITLE: Comparing the expressive power of Strongly-Typed and Grammar-Guided Genetic Programming
AUTHORS: Fonseca, Alcides; Pocas, Diogo;
PUBLISHED: 2023, SOURCE: Genetic and Evolutionary Computation Conference (GECCO) in PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, GECCO 2023
INDEXED IN: Scopus WOS
10
TITLE: Comparing the expressive power of Strongly-Typed and Grammar-Guided Genetic Programming
AUTHORS: Alcides Fonseca; Diogo Poças;
PUBLISHED: 2023, SOURCE: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2023, Lisbon, Portugal, July 15-19, 2023
INDEXED IN: DBLP
IN MY: DBLP
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