| 2025 | IJCAI | Finding Our Moral Values: Guidelines for Value System Aggregation. | Vctor Abia Alonso, Marc Serramia, Eduardo Alonso |
| 2024 | ICAART | DiT-Head: High Resolution Talking Head Synthesis Using Diffusion Transformers. | Aaron Mir, Eduardo Alonso, Esther Mondragn |
| 2024 | SAC | DTC-TranGru: Improving the performance of the next-DTC Prediction Model with Transformer and GRU. | Abdul Basit Hafeez, Eduardo Alonso, Atif Riaz |
| 2023 | AIME | Real-World Evidence Inclusion in Guideline-Based Clinical Decision Support Systems: Breast Cancer Use Case. | Jordi Torres, Eduardo Alonso, Nekane Larburu |
| 2023 | EPIA | AIGenC: AI Generalisation via Creativity. | Corina Catarau-Cotutiu, Esther Mondragn, Eduardo Alonso |
| 2022 | ICMLA | DTCEncoder: A Swiss Army Knife Architecture for DTC Exploration, Prediction, Search and Model Interpretation. | Abdul Basit Hafeez, Eduardo Alonso, Atif Riaz |
| 2021 | AAAI | HetSAGE: Heterogenous Graph Neural Network for Relational Learning (Student Abstract). | Vince Jankovics, Michal Garcia Ortiz, Eduardo Alonso |
| 2021 | ArtsIT | Logo Generation Using Regional Features: A Faster R-CNN Approach to Generative Adversarial Networks. | Aram Ter-Sarkisov, Eduardo Alonso |
| 2021 | ICMLA | Towards Sequential Multivariate Fault Prediction for Vehicular Predictive Maintenance. | Abdul Basit Hafeez, Eduardo Alonso, Aram Ter-Sarkisov |
| 2018 | MICCAI | Generating Magnetic Resonance Spectroscopy Imaging Data of Brain Tumours from Linear, Non-linear and Deep Learning Models. | Nathan Olliverre, Guang Yang, Gregory G. Slabaugh, Constantino Carlos Reyes-Aldasoro, Eduardo Alonso |
| 2017 | MICCAI | FCNet: A Convolutional Neural Network for Calculating Functional Connectivity from Functional MRI. | Atif Riaz, Muhammad Asad, S. M. Masudur Rahman Al-Arif, Eduardo Alonso, Danai Dima, Philip Corr, Greg Slabaugh |
| 2015 | IJCCI | Control of Three-Phase Grid-Connected Microgrids using Artificial Neural Networks. | Shuhui Li, Xingang Fu, Ishan Jaithwa, Eduardo Alonso, Michael Fairbank, Donald C. Wunsch II |
| 2015 | IJCCI | A Reward-driven Model of Darwinian Fitness. | Jan Teichmann, Eduardo Alonso, Mark Broom |
| 2014 | ICAART | Quantum Probability in Operant Conditioning - Behavioral Uncertainty in Reinforcement Learning. | Eduardo Alonso, Esther Mondragn |
| 2014 | ICAART | Computational Models of Classical Conditioning - A Qualitative Evaluation and Comparison. | Eduardo Alonso, Pavandeep Sahota, Esther Mondragn |
| 2013 | ICAART | Right-based Coordination for Environments with Changing Complexity - Results in Traffic Simulation. | Eduardo Alonso, Peter Kristofersson-Izmajlow |
| 2013 | ICAART | Associative Reinforcement Learning - A Proposal to Build Truly Adaptive Agents and Multi-agent Systems. | Eduardo Alonso, Esther Mondragn |
| 2013 | IJCNN | Nested-loop neural network vector control of permanent magnet synchronous motors. | Shuhui Li, Michael Fairbank, Xingang Fu, Donald C. Wunsch, Eduardo Alonso |
| 2013 | SMC | Emergent and Adaptive Systems of Systems. | Eduardo Alonso, Michael Fairbank |
| 2012 | ICAART | Internally Driven Q-learning - Convergence and Generalization Results. | Eduardo Alonso, Esther Mondragn, Niclas Kjll-Ohlsson |
| 2012 | IJCNN | A comparison of learning speed and ability to cope without exploration between DHP and TD(0). | Michael Fairbank, Eduardo Alonso |
| 2012 | IJCNN | Value-gradient learning. | Michael Fairbank, Eduardo Alonso |
| 2012 | IJCNN | The divergence of reinforcement learning algorithms with value-iteration and function approximation. | Michael Fairbank, Eduardo Alonso |
| 2012 | IJCNN | Vector control of a grid-connected rectifier/inverter using an artificial neural network. | Shuhui Li, Donald C. Wunsch, Michael Fairbank, Eduardo Alonso |
| 2008 | CBMI | Visual scene classification for image and video home content. | Paulo Villegas, Eduard Bru, Blanca Mayayo, Lola Carpio, Eduardo Alonso, Vctor Jos Ruiz |
| 2005 | EPIA | Semantics and Pragmatics for Agent Communication. | Rodrigo Agerri, Eduardo Alonso |
| 2005 | ER | Normative Pragmatics for Agent Communication Languages. | Rodrigo Agerri, Eduardo Alonso |
| 2005 | ER | Experimental Comparison of Rational Choice Theory, Norm and Rights Based Multi Agent Systems. | Peter Kristoffersson, Eduardo Alonso |