2026
Lexin Zhou, Lorenzo Pacchiardi, Fernando Martínez-Plumed, …, José Hernández-Orallo
Nature, Vol. 652, p. 810, 2026.
JournalPaper
Lexin Zhou, Pablo A. Moreno-Casares, Fernando Martínez-Plumed, John Burden, Ryan Burnell, Lucy Cheke, Cèsar Ferri, Alexandru Marcoci, Behzad Mehrbakhsh, Yael Moros-Daval, Seán Ó hÉigeartaigh, Danaja Rutar, Wout Schellaert, Konstantinos Voudouris, José Hernández-Orallo
Artificial Intelligence Journal (AIJ), Elsevier, in press, 2026.
JournalPaper
Daniel Romero-Alvarado, Fernando Martínez-Plumed, José Hernández-Orallo
Machine Learning Journal, Springer, 2026.
JournalPaper
Andres L. Marin, Fernando Martínez-Plumed, María José Ramírez-Quintana, Konstantinos Mattas, Georgios Fontaras, Anastasios Kouvelas, Michail Makridis
IEEE Transactions on Intelligent Transportation Systems (T-ITS), Vol. 27(1), pp. 1388–1399, 2026.
JournalPaper
Cristina Padró-Ferragut, Fernando Martínez-Plumed, Mª José Ramírez-Quintana
International Journal of Data Science and Analytics (IJDSA), Vol. 22, Article 71, 2026.
JournalPaper
Samuel Axel Zander-Marzano, José Hernández-Orallo, Fernando Martínez-Plumed, Pau Amores-Giner, Behzad Mehrbakhsh
International Journal of Data Science and Analytics (IJDSA), Vol. 22(1), Article 205, 2026.
JournalPaper
Pablo Casas, Enrique Fernández-Macías, Fernando Martínez-Plumed, Ignacio González-Vázquez, Emilia Gómez, Simone Salotti
Structural Change and Economic Dynamics, Elsevier, in press, 2026.
JournalPaper
Fernando Martínez-Plumed, Cristina Padró-Ferragut, Mª José Ramírez-Quintana
“Targeted Robustness for Regression via Top-Feature Noise”
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2026), 2026.
Conference
Diego Vallejo-Huanga, Mateo Montenegro, Brenda Simbaña, Cèsar Ferri, Fernando Martínez-Plumed
“CapFlex: Multimodal Soft Clustering with Flexible Size Constraints”
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2026), 2026.
Conference
Diego Vallejo-Huanga, Mateo Montenegro, Brenda Simbaña, Cèsar Ferri, Fernando Martínez-Plumed
International Conference on Pattern Recognition (ICPR 2026), Springer, LNCS 16821, pp. 232–247, 2026.
ConferencePaper
Andromachi Mourtzouchou, Andres L. Marin, Lorenzo Laveneziana, Alessandro Tansini, Jaime Suarez, Ada Garus, Monica Grosso, Fernando Martínez-Plumed, Rubén Cordera, Georgios Fontaras, Biagio Ciuffo
“Analysis of Public and Expert Views on Electrified Vehicles: A Comparative Study in the European Union”
Transport Research Arena (TRA 2026), Oral presentation, 2026.
Conference
Diego Vallejo-Huanga, Alexander Padilla, Cèsar Ferri, Fernando Martínez-Plumed
“Size-Constrained Clustering via Bat Algorithm Optimization”
International Conference on Discovery Science (DS 2026), 2026.
Conference
Diego Vallejo-Huanga, Kevin Castillo, Zaida Jimenez, Cèsar Ferri, Fernando Martínez-Plumed
“GClus: Enforcing Explicit Size Constraints in Graph Clustering through Structural Refinement”
Ibero-American Conference on Artificial Intelligence (IBERAMIA 2026), 2026.
Conference
Yael Moros-Daval, Álvaro David Gómez Antón, Kexin Jiang-Chen, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed
“Pre-Generation LLM Failure Prediction Under Distribution Shift”
Workshop on Quantification and Classification under Dataset Shift (QCDS 2026), 2026.
Workshop
Yael Moros-Daval, Álvaro David Gómez Antón, Kexin Jiang-Chen, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed
“The Greenest Token Is the One You Never Generate: Pre-Generation Abstention for Sustainable LLMs”
Workshop on Data Science for Social Good (SoGood 2026) @ ECML-PKDD, 2026.
Workshop
Pablo Casas, Enrique Fernández-Macías, Fernando Martínez-Plumed, Emilia Gómez, Ignacio González-Vázquez, Simone Salotti
JRC Working Papers on Labour, Education and Technology, European Commission, 2026/02, JRC145832, 2026.
ReportPaper
Peter Romero, Fernando Martínez-Plumed, Zachary R. Tyler, Matthieu Téhénan, Sipeng Chen, Álvaro David Gómez Antón, Luning Sun, Manuel Cebrian, Lexin Zhou, Yael Moros-Daval, Daniel Romero-Alvarado, Félix Martí Pérez, Kevin Wei, José Hernández-Orallo
arXiv, arXiv:2602.18911, 2026.
PreprintPaper
Daniel Romero-Alvarado, Fernando Martínez-Plumed, Lorenzo Pacchiardi, Hugo Save, Siddhesh Milind Pawar, Behzad Mehrbakhsh, Pablo Antonio Moreno Casares, Ben Slater, Paolo Bova, Peter Romero, Zachary R. Tidler, Jonathan Prunty, Luning Sun, José Hernández-Orallo
arXiv, arXiv:2602.18182, 2026.
PreprintPaper
2025
Wout Schellaert, Fernando Martínez-Plumed, José Hernández-Orallo
ACM Transactions on Intelligent Systems and Technology (TIST), Vol. 6(2), pp. 1–26, 2025.
JournalPaper
Andromachi Mourtzouchou, Andres L. Marin, Lorenzo Laveneziana, Alessandro Tansini, Jaime Suarez, Ada Garus, Monica Grosso, Fernando Martínez-Plumed, Rubén Cordera, Georgios Fontaras, Biagio Ciuffo
Nature Scientific Reports, Vol. 15, Article 21695, 2025.
JournalPaper
Andres L. Marin, Fernando Martínez-Plumed, Michail A. Makridis, Alessandro Tansini, Luca Pulvirenti, Jaime Suarez Corujo, Dimitrios Komnos, María José Ramírez-Quintana, Carlos Monserrat, Georgios Fontaras
Journal of Intelligent Transportation Systems, Taylor & Francis, to appear, 2025.
JournalPaper
Behzad Mehrbakhsh, Fernando Martínez-Plumed, José Hernández-Orallo
International Joint Conference on Artificial Intelligence (IJCAI 2025), pp. 8195–8203, 2025.
ConferencePaper
Lorenzo Pacchiardi, Konstantinos Voudouris, Ben Slater, Fernando Martínez-Plumed, José Hernández-Orallo, Lexin Zhou, Wout Schellaert
Annual Meeting of the Association for Computational Linguistics (ACL 2025), Findings, 2025.
ConferencePaper
Diego Vallejo-Huanga, Cèsar Ferri, Fernando Martínez-Plumed
International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2025), Springer, 2025.
ConferencePaper
Diego Vallejo-Huanga, Cèsar Ferri, Fernando Martínez-Plumed
International Conference on Data Science, Technology and Applications (DATA 2025), SciTePress, pp. 481–490, 2025.
ConferencePaper
Lorenzo Pacchiardi, John Burden, Fernando Martínez-Plumed, José Hernández-Orallo, Emilia Gómez, David Fernández-Llorca
NeurIPS 2025 Workshop on Regulatable ML, 2025.
WorkshopPaper
John Burden, Lorenzo Pacchiardi, Fernando Martínez-Plumed, José Hernández-Orallo
Publications Office of the European Union, European Commission, JRC143256, 2025.
ReportPaper
Lorenzo Pacchiardi, John Burden, Fernando Martínez-Plumed, José Hernández-Orallo
Publications Office of the European Union, European Commission, JRC143257, 2025.
ReportPaper
Daniel Romero Alvarado, Yael Moros Daval, Behzad Mehrbakhsh, Fernando Martínez-Plumed
Congreso Nacional de Innovación Educativa y Docencia en Red (IN-RED 2025), 2025.
ConferencePaper
Yael Moros Daval, Daniel Romero Alvarado, Behzad Mehrbakhsh, Fernando Martínez-Plumed
Congreso Nacional de Innovación Educativa y Docencia en Red (IN-RED 2025), 2025.
ConferencePaper
Lorenzo Pacchiardi, Konstantinos Voudouris, Ben Slater, Fernando Martínez-Plumed, José Hernández-Orallo, Lexin Zhou, Wout Schellaert
arXiv, arXiv:2502.14445, 2025.
PreprintPaper
Daniel Romero-Alvarado, Fernando Martínez-Plumed, José Hernández-Orallo
arXiv, arXiv:2502.00365, 2025.
PreprintPaper
Lexin Zhou, Lorenzo Pacchiardi, Fernando Martínez-Plumed, Katherine M. Collins, Yael Moros-Daval, Seraphina Zhang, Qinlin Zhao, Yitian Huang, Luning Sun, Jonathan E. Prunty, Zongqian Li, Pablo Sánchez-García, Kexin Jiang Chen, Pablo A. M. Casares, Jiyun Zu, John Burden, Behzad Mehrbakhsh, David Stillwell, Manuel Cebrian, Jindong Wang, Peter Henderson, Sherry Tongshuang Wu, Patrick C. Kyllonen, Lucy Cheke, Xing Xie, José Hernández-Orallo
arXiv, arXiv:2503.06378, 2025.
PreprintPaper
2024
Lexin Zhou, Wout Schellaert, Fernando Martínez-Plumed, Yael Moros-Daval, Cèsar Ferri, José Hernández-Orallo
Nature, Vol. 634, pp. 61–68, 2024.
JournalPaper
Fernando Martínez-Plumed, Gonzalo Jaimovitch-López, Cèsar Ferri, José Hernández-Orallo, María José Ramírez-Quintana
Complex & Intelligent Systems, Springer, 2024.
JournalPaper
Raül Fabra-Boluda, Cèsar Ferri, María José Ramírez-Quintana, Fernando Martínez-Plumed
Machine Learning: Science and Technology (MLST), IOP Publishing, pp. 1–21, 2024.
JournalPaper
Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, María José Ramírez-Quintana, Fernando Martínez-Plumed
Intelligent Data Analysis (IDA), IOS Press, Vol. 29(1), pp. 28–44, 2024.
JournalPaper
Behzad Mehrbakhsh, Fernando Martínez-Plumed, José Hernández-Orallo
European Conference on Artificial Intelligence (ECAI 2024), IOS Press, 2024.
ConferencePaper
Yael Moros-Daval, Fernando Martínez-Plumed, José Hernández-Orallo
European Conference on Artificial Intelligence (ECAI 2024), IOS Press, 2024.
ConferencePaper
Wout Schellaert, Fernando Martínez-Plumed, Karina Vold, John Burden, Pablo A. M. Casares, Bao Sheng Loe, Roi Reichart, Seán Ó hÉigeartaigh, Anna Korhonen, José Hernández-Orallo
AAAI Conference on Artificial Intelligence (AAAI 2024), p. 22712, 2024.
ConferencePaper
Daniel Romero, José Hernández-Orallo, Fernando Martínez-Plumed
International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2024), Springer, LNCS 15346, 2024.
ConferencePaper
Cristina Padró-Ferragut, María José Ramírez-Quintana, Fernando Martínez-Plumed
International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2024), Springer, LNCS 15346, 2024.
ConferencePaper
Sócrates Llácer Luna, Dario Garigliotti, Fernando Martínez-Plumed, Cèsar Ferri
International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2024), Springer, LNCS 15346, 2024.
ConferencePaper
Wout Schellaert, Ronan Hamon, Fernando Martínez-Plumed, José Hernández-Orallo
Workshop on the Scaling Behavior of Large Language Models (SCALE-LLM 2024) @ EACL, Association for Computational Linguistics, 2024.
WorkshopPaper
Behzad Mehrbakhsh, Dario Garigliotti, Fernando Martínez-Plumed, José Hernández-Orallo
Workshop on Data Contamination (CONDA 2024) @ ACL, 2024.
WorkshopPaper
2023
Ryan Burnell, Wout Schellaert, John Burden, Tomer D. Ullman, Fernando Martínez-Plumed, Joshua B. Tenenbaum, Danaja Rutar, Lucy G. Cheke, Jascha Sohl-Dickstein, Melanie Mitchell, Douwe Kiela, Murray Shanahan, Ellen M. Voorhees, Anthony G. Cohn, Joel Z. Leibo, José Hernández-Orallo
Science, Vol. 380(6641), pp. 136–138, 2023.
JournalPaper
Radosvet Desislavov, Fernando Martínez-Plumed, José Hernández-Orallo
Sustainable Computing: Informatics and Systems, Elsevier, Vol. 38, 2023.
JournalPaper
Gonzalo Jaimovitch-López, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana
Machine Learning Journal, Springer, Vol. 112, pp. 2053–2082, 2023.
JournalPaper
Wout Schellaert, Fernando Martínez-Plumed, Karina Vold, John Burden, Pablo A. M. Casares, Bao Sheng Loe, Roi Reichart, Seán Ó hÉigeartaigh, Anna Korhonen, José Hernández-Orallo
Journal of Artificial Intelligence Research (JAIR), Vol. 77, pp. 377–394, 2023.
JournalPaper
Aarohi Srivastava, …, Fernando Martínez-Plumed, …, Ziyi Wu
Transactions on Machine Learning Research (TMLR), ISSN 2835-8856, 2023.
JournalPaper
Behzad Mehrbakhsh, Fernando Martínez-Plumed, José Hernández-Orallo
European Conference on Artificial Intelligence (ECAI 2023), IOS Press, 2023.
ConferencePaper
Fernando Martínez-Plumed, José Hernández-Orallo
IEEE Latin-American Journal of Learning Technologies (IEEE RITA), Vol. 18(3), 2023.
JournalPaper
Mila Staneva, …, Fernando Martínez-Plumed, …, Michael Wooldridge
AI and the Future of Skills, Volume 2: Methods for Evaluating AI Capabilities, OECD Publishing, 2023.
ChapterPaper
Lexin Zhou, Pablo A. Moreno-Casares, Fernando Martínez-Plumed, John Burden, Ryan Burnell, Lucy Cheke, Cèsar Ferri, Alexandru Marcoci, Behzad Mehrbakhsh, Yael Moros-Daval, Seán Ó hÉigeartaigh, Danaja Rutar, Wout Schellaert, Konstantinos Voudouris, José Hernández-Orallo
arXiv, arXiv:2310.06167, 2023.
PreprintPaper
2022
Fernando Martínez-Plumed, David Castellano-Falcón, Carlos Monserrat, José Hernández-Orallo
AAAI Conference on Artificial Intelligence (AAAI 2022), 2022.
ConferencePaper
José Hernández-Orallo, Wout Schellaert, Fernando Martínez-Plumed
AAAI Conference on Artificial Intelligence (AAAI 2022), 2022.
ConferencePaper★ Blue Sky Idea Runner-Up Award
Songül Tolan, Annarosa Pesole, Fernando Martínez-Plumed, Enrique Fernández-Macías, José Hernández-Orallo, Emilia Gómez
International Joint Conference on Artificial Intelligence (IJCAI 2022), 2022.
ConferencePaper
Lexin Zhou, Fernando Martínez-Plumed, José Hernández-Orallo, Cèsar Ferri, Wout Schellaert
International Workshop on AI Evaluation Beyond Metrics (EBeM 2022) @ IJCAI, CEUR-WS, Vol. 3169, 2022.
WorkshopPaper
Raül Fabra-Boluda, Cèsar Ferri, Fernando Martínez-Plumed, María José Ramírez-Quintana
International Workshop on AI Evaluation Beyond Metrics (EBeM 2022) @ IJCAI, CEUR-WS, Vol. 3169, 2022.
WorkshopPaper
Fernando Martínez-Plumed, Fernando Caballero Benítez, David Castellano Falcón, David Fernández-Llorca, Emilia Gómez, Isabelle Hupont Torres, Luis Merino, Carlos Monserrat, José Hernández-Orallo
Publications Office of the European Union, European Commission, ISBN 978-92-76-52328-4, 2022.
ReportPaper
Marina Estevez Almenzar, David Fernández-Llorca, Emilia Gómez, Fernando Martínez-Plumed
Publications Office of the European Union, European Commission, ISBN 978-92-76-53432-7, JRC129614, 2022.
ReportPaper
Aarohi Srivastava, …, Fernando Martínez-Plumed, …, Ziyi Wu
arXiv, arXiv:2206.04615, 2022.
PreprintPaper
Fernando Martínez-Plumed, Shahar Avin, Miles Brundage, Allan Dafoe, Seán Ó hÉigeartaigh, José Hernández-Orallo
arXiv, CoRR abs/1806.00610, 2022.
PreprintPaper
Fernando Martínez-Plumed, José Hernández-Orallo
Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI 2022), 2022.
ConferencePaper
2021
Fernando Martínez-Plumed, Pablo Barredo, Seán Ó hÉigeartaigh, José Hernández-Orallo
Nature Machine Intelligence, Vol. 3, pp. 581–589, 2021.
JournalPaper
José Hernández-Orallo, Bao Sheng Loe, Lucy Cheke, Fernando Martínez-Plumed, Seán Ó hÉigeartaigh
Nature Scientific Reports, 2021.
JournalPaper
Fernando Martínez-Plumed, Cèsar Ferri, David Nieves, José Hernández-Orallo
International Journal of Intelligent Systems, Wiley, 2021.
JournalPaper
Songül Tolan, Annarosa Pesole, Fernando Martínez-Plumed, Enrique Fernández-Macías, José Hernández-Orallo, Emilia Gómez
Journal of Artificial Intelligence Research (JAIR), Vol. 71, pp. 191–236, 2021.
JournalPaper
Fernando Martínez-Plumed, Emilia Gómez, José Hernández-Orallo
Telematics and Informatics, Elsevier, Vol. 58, 2021.
JournalPaper
Fernando Martínez-Plumed, José Hernández-Orallo
IEEE International Conference on Computer Science & Education (ICCSE 2021), 2021.
ConferencePaper★ Best Poster Award
Sara Grubanov-Boskovic, Daniela Ghio, Anne Goujon, Sona Kalantaryan, Marco Belmonte, Marco Scipioni, Alessandra Conte, Emilio Gómez-González, Emilia Gómez, Songül Tolan, Fernando Martínez-Plumed, Annarosa Pesole, Enrique Fernández-Macías, José Hernández-Orallo
Publications Office of the European Union, European Commission, ISBN 978-92-76-30233-9, 2021.
ReportPaper
Emilia Gómez, Vicky Charisi, Songül Tolan, Marius Miron, Fernando Martínez-Plumed, Marina Escobar Planas
Publications Office of the European Union, European Commission, ISBN 978-92-76-28212-9, 2021.
ReportPaper
Sofia Samoili, Montserrat López Cobo, Blagoj Delipetrev, Fernando Martínez-Plumed, Emilia Gómez, Giuditta De Prato
Publications Office of the European Union, European Commission, ISBN 978-92-76-42648-6, JRC126426, 2021.
ReportPaper
Gonzalo Jaimovitch-López, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana
Workshop on Automating Data Science (ADS 2021) @ ECML-PKDD, 2021.
WorkshopPaper
Fernando Martínez-Plumed, José Hernández-Orallo
Jornadas de Innovación Docente en Ingeniería Informática (JIDINF 2021), 2021.
ConferencePaper
2020
Fernando Martínez-Plumed, Lidia Contreras-Ochando, Cèsar Ferri, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana, Peter Flach
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020.
JournalPaper
Fernando Martínez-Plumed, José Hernández-Orallo
IEEE Transactions on Games, Vol. 12(2), pp. 121–131, 2020.
JournalPaper
Fernando Martínez-Plumed, José Hernández-Orallo, Emilia Gómez
European Conference on Artificial Intelligence (ECAI 2020), IOS Press, 2020.
ConferencePaper
José Hernández-Orallo, Fernando Martínez-Plumed, Shahar Avin, Jess Whittlestone, Seán Ó hÉigeartaigh
European Conference on Artificial Intelligence (ECAI 2020), IOS Press, 2020.
ConferencePaper
Raül Fabra-Boluda, Cèsar Ferri, Fernando Martínez-Plumed, José Hernández-Orallo, María José Ramírez-Quintana
European Conference on Artificial Intelligence (ECAI 2020), IOS Press, 2020.
ConferencePaper
Fernando Martínez-Plumed, Songül Tolan, Annarosa Pesole, José Hernández-Orallo, Enrique Fernández-Macías, Emilia Gómez
AAAI/ACM Conference on Artificial Intelligence, Ethics and Society (AIES 2020), 2020.
ConferencePaper
Songül Tolan, Annarosa Pesole, Fernando Martínez-Plumed, Enrique Fernández-Macías, José Hernández-Orallo, Emilia Gómez
JRC Working Papers on Labour, Education and Technology, European Commission, 2020-02, 2020.
ReportPaper
Fernando Martínez-Plumed, Emilia Gómez, José Hernández-Orallo
Publications Office of the European Union, European Commission, EUR 30401 EN, JRC122014, 2020.
ReportPaper
Sofia Samoili, Montserrat López Cobo, Emilia Gómez, Giuditta De Prato, Fernando Martínez-Plumed, Blagoj Delipetrev
Publications Office of the European Union, European Commission, ISBN 978-92-76-17045-7, JRC118163, 2020.
ReportPaper
Fernando Martínez-Plumed, José Hernández-Orallo, Emilia Gómez
Publications Office of the European Union, European Commission, ISBN 978-92-76-17153-9, JRC120090, 2020.
ReportPaper
Blagoj Delipetrev, Chrisa Tsinaraki, Daniel Nepelski, Emilia Gómez, Fernando Martínez-Plumed, Gianluca Misuraca, Giuditta De Prato, Kathleen Fullerton, Massimo Craglia, Néstor Duch Brown, Stefano Nativi, Vincent Van Roy
Publications Office of the European Union, European Commission, EUR 30254 EN, ISBN 978-92-76-19515-3, 2020.
ReportPaper
Stefano Nativi, …, Fernando Martínez-Plumed, …, Momchil Yordanov
Publications Office of the European Union, European Commission, ISBN 978-92-76-18943-5, JRC120539, 2020.
ReportPaper
Fernando Martínez-Plumed, José Hernández-Orallo, Emilia Gómez
International Workshop on Evaluating Progress in Artificial Intelligence (EPAI 2020) @ ECAI, 2020.
WorkshopPaper
Pablo Barredo, José Hernández-Orallo, Fernando Martínez-Plumed, Seán Ó hÉigeartaigh
International Workshop on Evaluating Progress in Artificial Intelligence (EPAI 2020) @ ECAI, 2020.
WorkshopPaper
Sofia Samoili, Montserrat López Cobo, Emilia Gómez, Giuditta De Prato, Fernando Martínez-Plumed, Blagoj Delipetrev
International Workshop on Evaluating Progress in Artificial Intelligence (EPAI 2020) @ ECAI, 2020.
WorkshopPaper
2019
Fernando Martínez-Plumed, Ricardo B. C. Prudêncio, Adolfo Martínez-Usó, José Hernández-Orallo
Artificial Intelligence Journal (AIJ), Elsevier, Vol. 271, pp. 18–42, 2019.
JournalPaper
Lidia Contreras-Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2019), Springer, 2019.
ConferencePaper
Lidia Contreras-Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2019), Springer, 2019.
ConferencePaper
José Hernández-Orallo, Fernando Martínez-Plumed, Shahar Avin, Seán Ó hÉigeartaigh
AAAI Workshop on Artificial Intelligence Safety (SafeAI 2019), CEUR-WS, Vol. 2301, 2019.
WorkshopPaper★ Best Paper Award Runner-up
Songül Tolan, Annarosa Pesole, Fernando Martínez-Plumed, Enrique Fernández-Macías, José Hernández-Orallo, Emilia Gómez
RENIR Workshop on the Impact of Automation and AI in Regional Economies, 2019.
WorkshopPaper
Fernando Martínez-Plumed, Cèsar Ferri, David Nieves, José Hernández-Orallo
arXiv, CoRR abs/1905.12728, 2019.
PreprintPaper
2018
Fernando Martínez-Plumed, Bao Sheng Loe, Peter Flach, Seán Ó hÉigeartaigh, Karina Vold, José Hernández-Orallo
International Joint Conference on Artificial Intelligence (IJCAI 2018), pp. 5180–5187, 2018.
ConferencePaper
Sankalp Bhatnagar, Anna Alexandrova, Shahar Avin, Stephen Cave, Lucy Cheke, Matthew Crosby, Jan Feyereis, Marta Halina, Bao Sheng Loe, Seán Ó hÉigeartaigh, Fernando Martínez-Plumed, Huw Price, Henry Shevlin, Adrian Weller, Alan Winfield, José Hernández-Orallo
Philosophy and Theory of Artificial Intelligence 2017 (SAPERE, Vol. 44), Springer, ISBN 978-3-319-96447-8, 2018.
ChapterPaper
Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana
Philosophy and Theory of Artificial Intelligence 2017 (SAPERE, Vol. 44), Springer, ISBN 978-3-319-96447-8, 2018.
ChapterPaper
Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana
Conference of the Spanish Association for Artificial Intelligence (CAEPIA 2018), Springer, LNAI 11160, pp. 55–65, 2018.
ConferencePaper
Fernando Martínez-Plumed, Juan Carlos Casamayor, Cèsar Ferri, Jon Ander Gómez, Eduardo Vendrell
Workshop on Data Science for Social Good (SoGood 2018) @ ECML-PKDD, Springer, LNAI 11329, pp. 1–15, 2018.
WorkshopPaper
Enrique Fernández-Macías, Emilia Gómez, José Hernández-Orallo, Bao Sheng Loe, Bertin Martens, Fernando Martínez-Plumed, Songül Tolan
International Workshop on Architectures and Evaluation for Generality, Autonomy & Progress in AI (AEGAP 2018) @ IJCAI, 2018.
WorkshopPaper
Lidia Contreras-Ochando, Cristina I. Font-Julián, David Nieves, Fernando Martínez-Plumed
Congress on Small and Medium Smart Cities, ISBN 978-84-09-02970-9, pp. 3–11, 2018.
ConferencePaper
Fernando Martínez-Plumed, Jon Ander Gómez, Cèsar Ferri
Congreso Internacional del CLAD sobre la Reforma del Estado y de la Administración Pública, 2018.
ConferencePaper
Fernando Martínez-Plumed
Jornadas de Usuarios de R (XJUR 2018), 2018.
ConferencePaper
Fernando Martínez-Plumed, Shahar Avin, Miles Brundage, Allan Dafoe, Seán Ó hÉigeartaigh, José Hernández-Orallo
arXiv, CoRR abs/1806.00610, 2018.
PreprintPaper
Fernando Martínez-Plumed, José Hernández-Orallo
arXiv, CoRR abs/1811.08186, 2018.
PreprintPaper
Enrique Fernández-Macías, Emilia Gómez, José Hernández-Orallo, Bao Sheng Loe, Bertin Martens, Fernando Martínez-Plumed, Songül Tolan
arXiv, CoRR abs/1807.02416, 2018.
PreprintPaper
Lidia Contreras-Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana
arXiv, CoRR abs/1809.10054, 2018.
PreprintPaper
Sankalp Bhatnagar, Anna Alexandrova, Shahar Avin, Stephen Cave, Lucy Cheke, Matthew Crosby, Jan Feyereis, Marta Halina, Bao Sheng Loe, Seán Ó hÉigeartaigh, Fernando Martínez-Plumed, Huw Price, Henry Shevlin, Adrian Weller, Alan Winfield, José Hernández-Orallo
Technical Report, Universitat Politècnica de València, 2018.
ReportPaper
2017
José Hernández-Orallo, Marco Baroni, Jordi Bieger, Nader Chmait, David L. Dowe, Katja Hofmann, Fernando Martínez-Plumed, Claes Strannegård, Kristinn R. Thórisson
AI Magazine, AAAI, Vol. 38(3), 2017.
JournalPaper
Fernando Martínez-Plumed, Cèsar Ferri, José Hernández-Orallo, María José Ramírez-Quintana
Cognitive Systems Research, Elsevier, Vol. 43, pp. 100–118, 2017.
JournalPaper
Fernando Martínez-Plumed
Inteligencia Artificial, IBERAMIA, Vol. 20(60), pp. 24–27, 2017.
JournalPaper
José Hernández-Orallo, Fernando Martínez-Plumed, Ute Schmid, Michael Siebers, David L. Dowe
International Joint Conference on Artificial Intelligence (IJCAI 2017), pp. 5005–5009, 2017.
ConferencePaper
José Hernández-Orallo, Raül Fabra-Boluda, Cèsar Ferri, Fernando Martínez-Plumed, María José Ramírez-Quintana
“Modelling machine learning models”
Conference on Philosophy & Theory of Artificial Intelligence (PT-AI 2017), 2017.
Conference
Fernando Martínez-Plumed
AI Matters, ACM SIGAI, Vol. 3(2), pp. 24–25, 2017.
JournalPaper
Fernando Martínez-Plumed
IEEE Intelligent Informatics Bulletin, IEEE Computer Society, Vol. 18(1), pp. 26–27, 2017.
JournalPaper
Fernando Martínez-Plumed, José Hernández-Orallo
International Workshop on Evaluating General-Purpose AI (EGPAI 2017) @ IJCAI, 2017.
WorkshopPaper
Lidia Contreras-Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama
Automatic Machine Learning Workshop (AutoML 2017) @ ICML, 2017.
WorkshopPaper
Fernando Martínez-Plumed, Lidia Contreras-Ochando, Cèsar Ferri, Peter Flach, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana
arXiv, CoRR abs/1709.09003, 2017.
PreprintPaper
2016
Fernando Martínez-Plumed
Ph.D. Thesis, Universitat Politècnica de València, 2016.
ThesisPaper
José Hernández-Orallo, Fernando Martínez-Plumed, Ute Schmid, Michael Siebers, David L. Dowe
Artificial Intelligence Journal (AIJ), Elsevier, Vol. 230, pp. 74–107, 2016.
JournalPaper
Fernando Martínez-Plumed, Ricardo B. C. Prudêncio, Adolfo Martínez-Usó, José Hernández-Orallo
European Conference on Artificial Intelligence (ECAI 2016), IOS Press, pp. 1140–1148, 2016.
ConferencePaper★ Best Paper Award
Fernando Martínez-Plumed, José Hernández-Orallo, Ute Schmid, Michael Siebers, David L. Dowe
International Workshop on Evaluating General-Purpose AI (EGPAI 2016) @ ECAI, pp. 20–21, 2016.
WorkshopPaper
Fernando Martínez-Plumed, Cèsar Ferri, Lidia Contreras-Ochando
Workshop on Data Science for Social Good (SoGood 2016) @ ECML-PKDD, CEUR-WS, Vol. 1831, pp. 96–109, 2016.
WorkshopPaper
Hana Alouaoui, Lidia Contreras-Ochando, Cèsar Ferri, Peter Flach, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, Fernando Martínez-Plumed, María José Ramírez-Quintana
“CASP-DM: Bringing a Context-Aware Standard Process for Data Mining to Data Science”
European Data Science Conference (EDSC 2016), 2016.
ConferencePaper
Lidia Contreras-Ochando, Fernando Martínez-Plumed, Cèsar Ferri, José Hernández-Orallo, María José Ramírez-Quintana
Workshop on Artificial Intelligence for Data Science (AI4DataSci 2016) @ NIPS, 2016.
WorkshopPaper
Lidia Contreras-Ochando, Fernando Martínez-Plumed, Cèsar Ferri, José Hernández-Orallo, María José Ramírez-Quintana
Workshop on Artificial Intelligence for Data Science (AI4DataSci 2016) @ NIPS, 2016.
WorkshopPaper
