Emilio Serrano

69 papers A 3B 2Misc 6Journal 41Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
Quantifying algorithmic discrimination: A two-dimensional approach to fairness in artificial intelligence.
Eng. Appl. Artif. Intell.
Ruben Gonzalez-Sendino, Emilio Serrano, Javier Bajo
2024 J jnl
A Review of Bias and Fairness in Artificial Intelligence.
Int. J. Interact. Multim. Artif. Intell.
Ruben Gonzalez-Sendino, Emilio Serrano, Javier Bajo, Paulo Novais
2024 J jnl
A multivariable sensor-agnostic framework for spatio-temporal air quality forecasting based on Deep Learning.
Eng. Appl. Artif. Intell.
Ignacio-Iker Prado-Rujas, Antonio García Dopico, Emilio Serrano, M. Luisa Córdoba, María S. Pérez
2024 J jnl
From vision to text: A comprehensive review of natural image captioning in medical diagnosis and radiology report generation.
Medical Image Anal.
Gabriel Reale-Nosei, Elvira Amador-Domínguez, Emilio Serrano
2024 J jnl
Introducing New Node Prediction in Graph Mining: Predicting All Links from Isolated Nodes with Graph Neural Networks.
CoRR
Damiano Zanardini, Emilio Serrano
2024 J jnl
Introducing new node prediction in graph mining: Predicting all links from isolated nodes with Graph Neural Networks.
Neurocomputing
Damiano Zanardini, Emilio Serrano
2024 J jnl
Mitigating bias in artificial intelligence: Fair data generation via causal models for transparent and explainable decision-making.
Future Gener. Comput. Syst.
Ruben Gonzalez-Sendino, Emilio Serrano, Javier Bajo
2024 J jnl
Neurosymbolic system profiling: A template-based approach.
Knowl. Based Syst.
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique
2024 J jnl
Unlocking the power of AI models: exploring protein folding prediction through comparative analysis.
J. Integr. Bioinform.
Paloma Tejera-Nevado, Emilio Serrano, Ana González-Herrero, Rodrigo Bermejo-Moreno, Alejandro Rodríguez González
2023 Misc conf
Analysis of the Confidence in the Prediction of the Protein Folding by Artificial Intelligence.
PACBB
Paloma Tejera-Nevado, Emilio Serrano, Ana González-Herrero, Rodrigo Bermejo-Moreno, Alejandro Rodríguez González
2023 J jnl
Combining heterogeneous data sources for spatio-temporal mobility demand forecasting.
Inf. Fusion
Ignacio-Iker Prado-Rujas, Emilio Serrano, Antonio García Dopico, M. Luisa Córdoba, María S. Pérez
2023 B conf
Enhancing Drug Repurposing on Graphs by Integrating Drug Molecular Structure as Feature.
CBMS
Adrián Ayuso Muñoz, Lucía Prieto Santamaría, Andrea Álverez-Pérez, Belén Otero-Carrasco, Emilio Serrano, Alejandro Rodríguez González
2023 J jnl
GEnI: A framework for the generation of explanations and insights of knowledge graph embedding predictions.
Neurocomputing
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique
2023 J jnl
Uncovering hidden therapeutic indications through drug repurposing with graph neural networks and heterogeneous data.
Artif. Intell. Medicine
Adrián Ayuso Muñoz, Lucía Prieto Santamaría, Esther Ugarte Carro, Emilio Serrano, Alejandro Rodríguez González
2021 J jnl
A Case-Based Reasoning Model Powered by Deep Learning for Radiology Report Recommendation.
Int. J. Interact. Multim. Artif. Intell.
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique, Javier Bajo
2021 J jnl
A Flexible and Robust Deep Learning-Based System for Solar Irradiance Forecasting.
IEEE Access
Ignacio-Iker Prado-Rujas, Antonio García Dopico, Emilio Serrano, María S. Pérez
2021 J jnl
A hierarchical multi-agent architecture based on virtual identities to explain black-box personalization policies.
Expert Syst. Appl.
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique
2021 J jnl
An ontology-based deep learning approach for triple classification with out-of-knowledge-base entities.
Inf. Sci.
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique, Patrick Hohenecker, Thomas Lukasiewicz
2020 J jnl
A multi-agent architecture for mobile sensing systems.
J. Ambient Intell. Humaniz. Comput.
Francisco Laport, Emilio Serrano, Javier Bajo
2020 J jnl
A review of mobile sensing systems, applications, and opportunities.
Knowl. Inf. Syst.
Francisco Laport-López, Emilio Serrano, Javier Bajo, Andrew T. Campbell
2020 J jnl
Discovering Hidden Mental States in Open Multi-Agent Systems by Leveraging Multi-Protocol Regularities with Machine Learning.
Sensors
Emilio Serrano, Javier Bajo
2020 J jnl
Grammatically uniform population initialization for grammar-guided genetic programming.
Soft Comput.
Pablo Ramos-Criado, Dolores Barrios Rolanía, Daniel Manrique, Emilio Serrano
2019 Misc conf
A Moderate Experiential Learning Approach Applied on Data Science.
MIS4TEL
Emilio Serrano, Daniel Manrique
2019 — conf
An Agent-Based Model for Exploring Pension Law and Social Security Policies.
JSAI-isAI Workshops
Emilio Serrano, Ken Satoh
2019 — conf
An Intelligent and Autoadaptive System of Virtual Identities Based on Deep Learning for the Analysis of Online Advertising Networks.
PAAMS (Workshops)
Elvira Amador-Domínguez, Emilio Serrano, Juan David Mateos-Nobre, Alfredo Ayala-Muñoz
2019 Misc conf
An Ontology-Based Deep Learning Approach for Knowledge Graph Completion with Fresh Entities.
DCAI
Elvira Amador-Domínguez, Patrick Hohenecker, Thomas Lukasiewicz, Daniel Manrique, Emilio Serrano
2019 J jnl
Deep neural network architectures for social services diagnosis in smart cities.
Future Gener. Comput. Syst.
Emilio Serrano, Javier Bajo
2019 J jnl
Prediction and Decision-Making in Intelligent Environments Supported by Knowledge Graphs, A Systematic Review.
Sensors
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique, Juan F. De Paz
2019 J jnl
Toward proactive social inclusion powered by machine learning.
Knowl. Inf. Syst.
Emilio Serrano, Mari Carmen Suárez-Figueroa, Jacinto González-Pachón, Asunción Gómez-Pérez
2018 Misc conf
Automatic Music Generation by Deep Learning.
DCAI
Juan Carlos García, Emilio Serrano
2018 — conf
Challenge-Based Learning in Computational Biology and Data Science.
ICTERI Workshops
Emilio Serrano, Martin Molina, Daniel Manrique, Javier Bajo
2018 Misc conf
Social Services Diagnosis by Deep Learning.
DCAI
Emilio Serrano, Pedro del Pozo-Jiménez
2017 — conf
A Multi-agent Architecture for Labeling Data and Generating Prediction Models in the Field of Social Services.
PAAMS (Workshops)
Emilio Serrano, Pedro del Pozo-Jiménez, Mari Carmen Suárez-Figueroa, Jacinto González-Pachón, Javier Bajo, Asunción Gómez-Pérez
2017 B conf
Experiential Learning in Data Science: From the Dataset Repository to the Platform of Experiences.
Intelligent Environments (Workshops)
Emilio Serrano, Martin Molina, Daniel Manrique, Luis Baumela
2017 Misc conf
Predicting the risk of suffering chronic social exclusion with machine learning.
DCAI
Emilio Serrano, Pedro del Pozo-Jiménez, Mari Carmen Suárez-Figueroa, Jacinto González-Pachón, Javier Bajo, Asunción Gómez-Pérez
2017 — conf
Towards Social Care Prediction Services Aided by Multi-agent Systems.
A2HC@AAMAS/A-HEALTH@PAAMS
Emilio Serrano, Javier Bajo
2016 J jnl
A Participatory Agent-Based Simulation for Indoor Evacuation Supported by Google Glass.
Sensors
Jesús M. Sánchez, Álvaro Carrera, Carlos Angel Iglesias, Emilio Serrano
2016 J jnl
Validating viral marketing strategies in Twitter via agent-based social simulation.
Expert Syst. Appl.
Emilio Serrano, Carlos Angel Iglesias
2015 — conf
A Novel Agent-Based Rumor Spreading Model in Twitter.
WWW (Companion Volume)
Emilio Serrano, Carlos Angel Iglesias, Mercedes Garijo
2015 — conf
A Survey of Twitter Rumor Spreading Simulations.
ICCCI (1)
Emilio Serrano, Carlos Angel Iglesias, Mercedes Garijo
2015 — conf
An Integrated Framework for Enabling End-User Configuration of AmI Simulations for Open Wide Locations.
UCAmI
Ramón Alcarria, Emilio Serrano, Jorge J. Gómez-Sanz, Alberto Fernández
2015 J jnl
Generation of human computational models with machine learning.
Inf. Sci.
Francisco Campuzano, Teresa García-Valverde, Juan A. Botía, Emilio Serrano
2015 J jnl
Modelling rules for automating the Evented WEb by semantic technologies.
Expert Syst. Appl.
Miguel Coronado, Carlos Angel Iglesias, Emilio Serrano
2014 — conf
Ambient Intelligence Services Personalization via Social Choice Theory.
UCAmI
Emilio Serrano, Pablo Moncada, Mercedes Garijo, Carlos Angel Iglesias
2014 J jnl
Combining the real world with simulations for a robust testing of Ambient Intelligence services.
Artif. Intell. Rev.
Teresa García-Valverde, Emilio Serrano, Juan A. Botía Blaya
2014 — conf
Creating and Validating Emergency Management Services by Social Simulation and Semantic Web Technologies.
UCAmI
Geovanny Poveda Cardona, Emilio Serrano, Mercedes Garijo
2014 J jnl
Evaluating social choice techniques into intelligent environments by agent based social simulation.
Inf. Sci.
Emilio Serrano, Pablo Moncada, Mercedes Garijo, Carlos Angel Iglesias
2014 J jnl
Generation of human computational models with knowledge engineering.
Eng. Appl. Artif. Intell.
Francisco Campuzano, Teresa García-Valverde, Emilio Serrano, Juan A. Botía
2014 J jnl
Strategies for avoiding preference profiling in agent-based e-commerce environments.
Appl. Intell.
Emilio Serrano, Jose M. Such, Juan A. Botía, Ana García-Fornes
2014 J jnl
Towards a Holistic Framework for the Evaluation of Emergency Plans in Indoor Environments.
Sensors
Emilio Serrano, Geovanny Poveda Cardona, Mercedes Garijo
2013 J jnl
Data mining agent conversations: A qualitative approach to multiagent systems analysis.
Inf. Sci.
Emilio Serrano, Michael Rovatsos, Juan A. Botía
2013 J jnl
Robust design of multi-agent system interactions: A testing approach based on pattern matching.
Eng. Appl. Artif. Intell.
Celia Gutiérrez, Iván García-Magariño, Emilio Serrano, Juan A. Botía
2013 J jnl
Testing context-aware services based on smartphones by agent based social simulation.
J. Ambient Intell. Smart Environ.
Pablo Campillo-Sanchez, Emilio Serrano, Juan A. Botía
2013 J jnl
Validating ambient intelligence based ubiquitous computing systems by means of artificial societies.
Inf. Sci.
Emilio Serrano, Juan A. Botía
2012 A conf
A qualitative reputation system for multiagent systems with protocol-based communication.
AAMAS
Emilio Serrano, Michael Rovatsos, Juan A. Botía
2012 J jnl
An Approach for Representing Sensor Data to Validate Alerts in Ambient Assisted Living.
Sensors
Andrés Muñoz, Emilio Serrano, Ana Villa, Mercedes Valdés, Juan A. Botía
2012 J jnl
An approach to debug interactions in multi-agent system software tests.
Inf. Sci.
Emilio Serrano, Andrés Muñoz, Juan A. Botía
2012 J jnl
Simulation of human behaviours for the validation of Ambient Intelligence services: A methodological approach.
J. Ambient Intell. Smart Environ.
Teresa García-Valverde, Francisco Campuzano, Emilio Serrano, Ana Villa, Juan A. Botía
2012 A conf
Strategic pseudonym change in agent-based e-commerce.
AAMAS
Jose M. Such, Emilio Serrano, Vicente J. Botti, Ana García-Fornes
2012 — conf
Towards Socio-Chronobiological Computational Human Models.
IBERAMIA
Francisco Campuzano, Emilio Serrano, Juan A. Botía
2011 A conf
Mining qualitative context models from multiagent interactions.
AAMAS
Emilio Serrano, Michael Rovatsos, Juan A. Botía
2010 J jnl
Debugging complex software systems by means of pathfinder networks.
Inf. Sci.
Emilio Serrano, Arnaud Quirin, Juan A. Botía, Oscar Cordón
2010 — conf
Human Behaviours Simulation in Ubiquitous Computing Environments.
MALLOW
Teresa García-Valverde, Francisco Campuzano, Emilio Serrano, Juan A. Botía
2010 — conf
Social Simulation for AmI Systems Engineering.
HAIS (1)
Teresa García-Valverde, Emilio Serrano, Juan A. Botía Blaya
2009 — conf
Construction and Debugging of a Multi-Agent Based Simulation to Study Ambient Intelligence Applications.
IWANN (1)
Emilio Serrano, Juan A. Botía Blaya, José Manuel Cadenas
2009 — conf
Infrastructure for Forensic Analysis of Multi-Agent Based Simulations.
PROMAS
Emilio Serrano, Juan A. Botía, José Manuel Cadenas
2009 J jnl
Intelligent data analysis applied to debug complex software systems.
Neurocomputing
Emilio Serrano, Jorge J. Gómez-Sanz, Juan A. Botía, Juan Pavón
2008 — conf
Infrastructure for Forensic Analysis of Multi-Agent Systems.
ProMAS
Emilio Serrano, Juan A. Botía
2008 — conf
Testing and Debugging of MAS Interactions with INGENIAS.
AOSE
Jorge J. Gómez-Sanz, Juan A. Botía Blaya, Emilio Serrano, Juan Pavón