| 2025 | PAAMS | Intelligent IoT Framework for Home Ambient Welfare. | Marcelo Karanik, Ivn Bernab Snchez, Alberto Fernndez |
| 2025 | PAAMS | Towards a Decentralized Digital Twin for Waste Collection Fleets. | Marin Lujak, Alberto Fernndez, Miguel ngel Garca Martnez |
| 2024 | ICAART | An Ontology for Value Awareness Engineering. | Andrs Holgado-Snchez, Holger Billhardt, Sascha Ossowski, Alberto Fernndez |
| 2024 | IJCNN | A Wearable Eye-Tracking Approach for Early Autism Detection with Machine Learning: Unravelling Challenges and Opportunities. | J. Lopez-Martinez, Purificacin Checa, Jos Manuel Soto-Hidalgo, Isaac Triguero, Alberto Fernndez |
| 2024 | PAAMS | Demo of the Agri-RO5 Architecture for Agrirobot Fleet Simulation. | Jorge Gutirrez-Cejudo, Francisco Enguix Andrs, Marin Lujak, Carlos Carrascosa, Luis Hernndez, Miguel Rebollo, Alberto Fernndez |
| 2024 | SMC | Static and Time-Extended 1-on-1 Multi-Agent Task Allocation with Implements and Limited Autonomy. | Marin Lujak, Jorge Gutirrez-Cejudo, Alessio Salvatore, Stefano Giordani, Alberto Fernndez |
| 2024 | SAC | On the relevance of value system structure for automated value-aligned decision-making. | Marcelo Karanik, Holger Billhardt, Alberto Fernndez, Sascha Ossowski |
| 2023 | CoDIT | IoT Gas Sensors Array for Unobtrusive Tracking of Cooking Activity. | Zouhair Haddi, Joshua Llano, Miquel Alfaras, Daniel Marin, Alexandre Perera-Lluna, Alberto Fernndez, Xavier Llaurad, Narcs Avellena, Jordi Fonollosa, Eduard Llobet |
| 2023 | PAAMS | Agrobots Architecture and Agrobots-Sim Simulator for Dynamic Agri-Robot Coordination. | Jorge Gutirrez-Cejudo, Marin Lujak, Alberto Fernndez |
| 2022 | ICAART | Detecting Narcissist Dark Triad Psychological Traits from Twitter. | Lidice Haz, Miguel ngel Rodrguez-Garca, Alberto Fernndez |
| 2022 | PAAMS | Towards Semantic Modelling of the Edge-Cloud Continuum. | Ivn Bernab Snchez, Alberto Fernndez, Holger Billhardt, Sascha Ossowski |
| 2022 | PAAMS | On Balancing Fairness and Efficiency of Task Assignment in Agent Societies. | Kendal Cousy, Marin Lujak, Alessio Salvatore, Alberto Fernndez, Stefano Giordani |
| 2020 | PAAMS | Legal Implications of Novel Taxi Assignment Strategies. | Holger Billhardt, Jos-Antonio Santos, Alberto Fernndez, Mar Moreno-Rebato, Sascha Ossowski, Jos A. Rodrguez-Garca |
| 2019 | IJCAI | AI in Recruiting. Multi-agent Systems Architecture for Ethical and Legal Auditing. | Mara del Carmen Fernndez Martnez, Alberto Fernndez |
| 2019 | PAAMS | Inclusive AI in Recruiting. Multi-agent Systems Architecture for Ethical and Legal Auditing. | Carmen Fernndez, Alberto Fernndez |
| 2019 | PAAMS | A Two-Phase Context-Aware Approach to Emergency Evacuation in Smart Buildings. | Qasim Khalid, Alberto Fernndez, Marin Lujak, Arnaud Doniec |
| 2018 | DCAI | On the Use of Elevators During Emergency Evacuation. | Qasim Khalid, Marin Lujak, Alberto Fernndez, Arnaud Doniec |
| 2018 | PAAMS | A Bike Sharing System Simulator. | Alberto Fernndez, Sandra Timn, Carlos Ruiz, Tao Cumplido, Holger Billhardt, Jrgen Dunkel |
| 2018 | PAAMS | Provider Recommendation in Heterogeneous Transportation Fleets. | Miguel ngel Rodrguez-Garca, Alberto Fernndez, Holger Billhardt |
| 2017 | EUMAS | An Ontology for Sharing Touristic Information. | Carmen Fernndez, Alberto Fernndez, Holger Billhardt |
| 2017 | HAIS | A Review of Distributed Data Models for Learning. | Miguel ngel Rodrguez, Alberto Fernndez, Antonio Peregrn, Francisco Herrera |
| 2016 | ECAI | An Architecture for Situation-Aware Evacuation Guidance in Smart Buildings. | Holger Billhardt, Jrgen Dunkel, Marin Lujak, Alberto Fernndez, Ramn Hermoso, Sascha Ossowski |
| 2016 | EUMAS | A Proposal for Situation-Aware Evacuation Guidance Based on Semantic Technologies. | Holger Billhardt, Jrgen Dunkel, Alberto Fernndez, Marin Lujak, Ramn Hermoso, Sascha Ossowski |
| 2015 | EUMAS | Towards Smart Open Dynamic Fleets. | Holger Billhardt, Alberto Fernndez, Marin Lujak, Sascha Ossowski, Vicente Julin, Juan Francisco de Paz, Josefa Z. Hernndez |
| 2015 | EUSFLAT | Improving Pairwise Learning Classification in Fuzzy Rule Based Classification Systems Using Dynamic Classifier Selection. | Alberto Fernndez, Mikel Galar, Jos Antonio Sanz, Humberto Bustince, Francisco Herrera |
| 2015 | IDEAL | Addressing Overlapping in Classification with Imbalanced Datasets: A First Multi-objective Approach for Feature and Instance Selection. | Alberto Fernndez, Mara Jos del Jesus, Francisco Herrera |
| 2015 | SAC | ORCAS: optimized robots configuration and scheduling system. | Marin Lujak, Alberto Fernndez |
| 2014 | FUSION | Enhancing difficult classes in one-vs-one classifier fusion strategy using restricted equivalence functions. | Mikel Galar, Edurne Barrenechea Tartas, Alberto Fernndez, Francisco Herrera |
| 2014 | PAAMS | An Architecture Proposal for Human-Agent Societies. | Holger Billhardt, Vicente Julin, Juan M. Corchado, Alberto Fernndez |
| 2012 | AAMAS | Enhancing decentralized service discovery through structural self-organization. | Elena del Val Noguera, Matteo Vasirani, Miguel Rebollo, Alberto Fernndez |
| 2012 | IJCCI | Analysis of Spontaneous MEG Activity in Mild Cognitive Impairment using the Wavelet Turbulence. | Jess Poza, Carlos Gmez, Mara Garca, Alberto Fernndez, Roberto Hornero |
| 2012 | ICPRAM | Cost Sensitive and Preprocessing for Classification with Imbalanced Data-sets: Similar Behaviour and Potential Hybridizations. | Victoria Lpez, Alberto Fernndez, Mara Jos del Jesus, Francisco Herrera |
| 2011 | HAIS | Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution. | Alberto Fernndez, Salvador Garca, Francisco Herrera |
| 2010 | IPMU | Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning. | Alberto Fernndez, Mara Jos del Jesus, Francisco Herrera |
| 2010 | IPMU | A Genetic Algorithm for Feature Selection and Granularity Learning in Fuzzy Rule-Based Classification Systems for Highly Imbalanced Data-Sets. | Pedro Villar, Alberto Fernndez, Francisco Herrera |
| 2010 | ISDA | A first approach for cost-sensitive classification with linguistic Genetic Fuzzy Systems in imbalanced data-sets. | Victoria Lpez, Alberto Fernndez, Francisco Herrera |
| 2009 | EUSFLAT | Genetic Cooperative-Competitive Fuzzy Rule Based Learning Method using Genetic Programming for Highly Imbalanced Data-Sets. | Alberto Fernndez, Francisco Jos Berlanga, Mara Jos del Jesus, Francisco Herrera |
| 2009 | HAIS | A First Study on the Use of Interval-Valued Fuzzy Sets with Genetic Tuning for Classification with Imbalanced Data-Sets. | Jos Antonio Sanz, Alberto Fernndez, Humberto Bustince Sola, Francisco Herrera |
| 2009 | IDEAL | Implementation and Integration of Algorithms into the KEEL Data-Mining Software Tool. | Alberto Fernndez, Julin Luengo, Joaqun Derrac, Jess Alcal-Fdez, Francisco Herrera |
| 2009 | ISDA | Addressing Data-Complexity for Imbalanced Data-Sets: A Preliminary Study on the Use of Preprocessing for C4.5. | Julin Luengo, Alberto Fernndez, Salvador Garca, Francisco Herrera |
| 2009 | IWANN | An Organisation-Based Multiagent System for Medical Emergency Assistance. | Roberto Centeno, Moser Silva Fagundes, Holger Billhardt, Sascha Ossowski, Juan M. Corchado, Vicente Julin, Alberto Fernndez |
| 2009 | IWANN | Improving the Performance of Fuzzy Rule Based Classification Systems for Highly Imbalanced Data-Sets Using an Evolutionary Adaptive Inference System. | Alberto Fernndez, Mara Jos del Jesus, Francisco Herrera |
| 2009 | IWANN | A Preliminar Analysis of CO2RBFN in Imbalanced Problems. | M. Dolores Prez-Godoy, Antonio Jess Rivera Rivas, Alberto Fernndez, Mara Jos del Jesus, Francisco Herrera |
| 2009 | IWANN | On the Road to an Abstract Architecture for Open Virtual Organizations. | Miguel Rebollo, Adriana Giret, Estefania Argente, Carlos Carrascosa, Juan M. Corchado, Alberto Fernndez, Vicente Julin |
| 2009 | IWANN | THOMAS-MALL: A Multiagent System for Shopping and Guidance in Malls. | Sara Rodrguez, Alberto Fernndez, Vicente Julin, Juan M. Corchado, Sascha Ossowski, Vicente J. Botti |
| 2008 | HIS | A Short Study on the Use of Genetic 2-Tuples Tuning for Fuzzy Rule Based Classification Systems in Imbalanced Data-Sets. | Alberto Fernndez, Mara Jos del Jesus, Francisco Herrera |
| 2007 | IWANN | A Study on the Use of the Fuzzy Reasoning Method Based on the Winning Rule vs. Voting Procedure for Classification with Imbalanced Data Sets. | Alberto Fernndez, Salvador Garca, Mara Jos del Jesus, Francisco Herrera |
| 2006 | EUMAS | Role-based Service Description and Discovery. | Alberto Fernndez, Matteo Vasirani, Csar Cceres, Sascha Ossowski |
| 2006 | IDEAL | A Proposal of Evolutionary Prototype Selection for Class Imbalance Problems. | Salvador Garca, Jos Ramn Cano, Alberto Fernndez, Francisco Herrera |
| 2006 | SAC | An abstract architecture for semantic service coordination in agent-based intelligent peer-to-peer environments. | Csar Cceres, Alberto Fernndez, Sascha Ossowski, Matteo Vasirani |
| 2005 | SAC | Agent coordination for bus fleet management. | Mara-Victoria Belmonte, Jos-Luis Prez-de-la-Cruz, Francisco Triguero Ruiz, Alberto Fernndez |