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Computational Intelligence Group

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# Computational Intelligence Group

## Posts

- [Blog](https://cig.fi.upm.es/blog/)

## Pages

- [Home](https://cig.fi.upm.es/) - The Computational Intelligence Group (CIG) is lead by Pedro Larrañaga and Concha Bielza. Our research is devoted to modelization, heuristic optimization and neuroinformatics.
- [Proceedings](https://cig.fi.upm.es/proceedings/) - 2026 E. Valero-Leal, B. Bischl, P. Larrañaga, C. Bielza, G. Casalicchio (2026). Optimal Transport Group Counterfactual Explanations. Proceedings of the 43rd International Conference on Machine Learning, ICML 2026. ADR-EDA: A Reliability-Aware controller for dynamic multiobjective estimation of distribution algorithms. XXI Edición de la Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA 2026. 2025
- [Presentations](https://cig.fi.upm.es/presentations/) - Pedro Larrañaga (2025) Inteligencia Artificial Interpretable con Redes Bayesianas. Keynote talk at XI Reunion Nacional de la Academia Mexicana de Computación AMEXCOMP2025, Universidad Nacional Autónoma de México, México DF, October 23, 2025. Pedro Larrañaga (2025) Estimation of Distribution Algorithms in Statistics and Machine Learning. Keynote talk at XI Reunion Nacional de la Academia Mexicana de
- [JCR Articles](https://cig.fi.upm.es/jcr-articles/) - 2026 Alejandre V, Bielza C, Larrañaga P (2026). Bandwidth selectors on semiparametric Bayesian networks. Information Sciences, 740 (2026) 123198. Sojo R, Larrañaga P, Bielza C (2026). Transfer learning for nonparametric Bayesian networks. Knowledge-Based Systems, 344 (2026) 116077. 2025 Lozano-Paredes D, Bote-Curiel L, Sabater-Molina M, Bielza C, Gimeno-Blanes JR, Muñoz-Romero S, Gimeno-Blanes FJ, Larrañaga P, Rojo-Álvarez
- [18th Machine Learning and Advanced Statistics Summer School](https://cig.fi.upm.es/mlas/) - The MLAS (formerly ASDM) is an intensive set of courses providing attendees with an introduction to the theoretical foundations as well as the practical applications of some of the machine learning methods and the modern statistical analysis techniques currently in use.
- [MSc Theses](https://cig.fi.upm.es/msc-theses/) - 2025 Arteaga J (2025). Algoritmos de Estimaciones de Distribuciones Aplicados al Algoritmo Iterative Proportional (supervised by C. Bielza and P. Larrañaga). Boukaich I (2025). Clasificación supervisada aplicada a la identificación de los ascensores del Aeropuerto de Bilbao (supervised by C. Bielza and P. Larrañaga). Cantarero JL (2025). Descubrimiento Causal para Análisis de Anomalías en Mantenimiento
- [Awards](https://cig.fi.upm.es/awards/) - Personal Premio de Consolidación de la Actividad Investigadora desarrollada en la UPM Pedro Larrañaga, 2026 National Award of Statistics Concha Bielza, 2024 ELLIS Fellow Pedro Larrañaga , 2023 ELLIS Fellow Concha Bielza, 2023 Fellow of the Asia-Pacific Artificial Intelligence Association Concha Bielza, 20
…

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