Emilio Serrano

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 34

Top Topics

Social Simulation

Ambient Intelligence

Top Venues

Expert Syst. Appl.

Publications

Ruben Gonzalez-Sendino, Emilio Serrano, Javier Bajo
Mitigating bias in artificial intelligence: Fair data generation via causal models for transparent and explainable decision-making. Future Gener. Comput. Syst. 155 (2024)
Ignacio-Iker Prado-Rujas, Antonio García Dopico, Emilio Serrano, M. Luisa Córdoba, María S. Pérez
A multivariable sensor-agnostic framework for spatio-temporal air quality forecasting based on Deep Learning. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Damiano Zanardini, Emilio Serrano
Introducing New Node Prediction in Graph Mining: Predicting All Links from Isolated Nodes with Graph Neural Networks. CoRR (2024)
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique
Neurosymbolic system profiling: A template-based approach. Knowl. Based Syst. 287 (2024)
Gabriel Reale-Nosei, Elvira Amador-Domínguez, Emilio Serrano
From vision to text: A comprehensive review of natural image captioning in medical diagnosis and radiology report generation. Medical Image Anal. 97 (2024)
Paloma Tejera-Nevado, Emilio Serrano, Ana González-Herrero, Rodrigo Bermejo-Moreno, Alejandro Rodríguez González
Analysis of the Confidence in the Prediction of the Protein Folding by Artificial Intelligence. PACBB (2023)
Adrián Ayuso Muñoz, Lucía Prieto Santamaría, Esther Ugarte Carro, Emilio Serrano, Alejandro Rodríguez González
Uncovering hidden therapeutic indications through drug repurposing with graph neural networks and heterogeneous data. Artif. Intell. Medicine 145 (2023)
Ignacio-Iker Prado-Rujas, Emilio Serrano, Antonio García Dopico, M. Luisa Córdoba, María S. Pérez
Combining heterogeneous data sources for spatio-temporal mobility demand forecasting. Inf. Fusion 91 (2023)
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique
GEnI: A framework for the generation of explanations and insights of knowledge graph embedding predictions. Neurocomputing 521 (2023)
Adrián Ayuso Muñoz, Lucía Prieto Santamaría, Andrea Álverez-Pérez, Belén Otero-Carrasco, Emilio Serrano, Alejandro Rodríguez González
Enhancing Drug Repurposing on Graphs by Integrating Drug Molecular Structure as Feature. CBMS (2023)
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique, Javier Bajo
A Case-Based Reasoning Model Powered by Deep Learning for Radiology Report Recommendation. Int. J. Interact. Multim. Artif. Intell. 7 (2) (2021)
Ignacio-Iker Prado-Rujas, Antonio García Dopico, Emilio Serrano, María S. Pérez
A Flexible and Robust Deep Learning-Based System for Solar Irradiance Forecasting. IEEE Access 9 (2021)
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique
A hierarchical multi-agent architecture based on virtual identities to explain black-box personalization policies. Expert Syst. Appl. 186 (2021)
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique, Patrick Hohenecker, Thomas Lukasiewicz
An ontology-based deep learning approach for triple classification with out-of-knowledge-base entities. Inf. Sci. 564 (2021)
Francisco Laport-López, Emilio Serrano, Javier Bajo, Andrew T. Campbell
A review of mobile sensing systems, applications, and opportunities. Knowl. Inf. Syst. 62 (1) (2020)
Emilio Serrano, Javier Bajo
Discovering Hidden Mental States in Open Multi-Agent Systems by Leveraging Multi-Protocol Regularities with Machine Learning. Sensors 20 (18) (2020)
Pablo Ramos-Criado, Dolores Barrios Rolanía, Daniel Manrique, Emilio Serrano
Grammatically uniform population initialization for grammar-guided genetic programming. Soft Comput. 24 (15) (2020)
Francisco Laport, Emilio Serrano, Javier Bajo
A multi-agent architecture for mobile sensing systems. J. Ambient Intell. Humaniz. Comput. 11 (11) (2020)
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique, Juan F. De Paz
Prediction and Decision-Making in Intelligent Environments Supported by Knowledge Graphs, A Systematic Review. Sensors 19 (8) (2019)
Emilio Serrano, Javier Bajo
Deep neural network architectures for social services diagnosis in smart cities. Future Gener. Comput. Syst. 100 (2019)
Emilio Serrano, Mari Carmen Suárez-Figueroa, Jacinto González-Pachón, Asunción Gómez-Pérez
Toward proactive social inclusion powered by machine learning. Knowl. Inf. Syst. 58 (3) (2019)
Emilio Serrano, Daniel Manrique
A Moderate Experiential Learning Approach Applied on Data Science. MIS4TEL (2019)
Emilio Serrano, Ken Satoh
An Agent-Based Model for Exploring Pension Law and Social Security Policies. JSAI-isAI Workshops (2019)
Elvira Amador-Domínguez, Emilio Serrano, Juan David Mateos-Nobre, Alfredo Ayala-Muñoz
An Intelligent and Autoadaptive System of Virtual Identities Based on Deep Learning for the Analysis of Online Advertising Networks. PAAMS (Workshops) (2019)
Elvira Amador-Domínguez, Patrick Hohenecker, Thomas Lukasiewicz, Daniel Manrique, Emilio Serrano
An Ontology-Based Deep Learning Approach for Knowledge Graph Completion with Fresh Entities. DCAI (2019)
Emilio Serrano, Pedro del Pozo-Jiménez
Social Services Diagnosis by Deep Learning. DCAI (2018)
Juan Carlos García, Emilio Serrano
Automatic Music Generation by Deep Learning. DCAI (2018)
Emilio Serrano, Martin Molina, Daniel Manrique, Javier Bajo
Challenge-Based Learning in Computational Biology and Data Science. ICTERI Workshops (2018)
Emilio Serrano, Martin Molina, Daniel Manrique, Luis Baumela
Experiential Learning in Data Science: From the Dataset Repository to the Platform of Experiences. Intelligent Environments (Workshops) (2017)
Emilio Serrano, Pedro del Pozo-Jiménez, Mari Carmen Suárez-Figueroa, Jacinto González-Pachón, Javier Bajo, Asunción Gómez-Pérez
A Multi-agent Architecture for Labeling Data and Generating Prediction Models in the Field of Social Services. PAAMS (Workshops) (2017)
Emilio Serrano, Javier Bajo
Towards Social Care Prediction Services Aided by Multi-agent Systems. A2HC@AAMAS/A-HEALTH@PAAMS (2017)
Emilio Serrano, Pedro del Pozo-Jiménez, Mari Carmen Suárez-Figueroa, Jacinto González-Pachón, Javier Bajo, Asunción Gómez-Pérez
Predicting the risk of suffering chronic social exclusion with machine learning. DCAI (2017)
Jesús M. Sánchez, Álvaro Carrera, Carlos Angel Iglesias, Emilio Serrano
A Participatory Agent-Based Simulation for Indoor Evacuation Supported by Google Glass. Sensors 16 (9) (2016)
Emilio Serrano, Carlos Angel Iglesias
Validating viral marketing strategies in Twitter via agent-based social simulation. Expert Syst. Appl. 50 (2016)
Ramón Alcarria, Emilio Serrano, Jorge J. Gómez-Sanz, Alberto Fernández
An Integrated Framework for Enabling End-User Configuration of AmI Simulations for Open Wide Locations. UCAmI (2015)
Emilio Serrano, Carlos Angel Iglesias, Mercedes Garijo
A Survey of Twitter Rumor Spreading Simulations. ICCCI (1) (2015)
Miguel Coronado, Carlos Angel Iglesias, Emilio Serrano
Modelling rules for automating the Evented WEb by semantic technologies. Expert Syst. Appl. 42 (21) (2015)
Emilio Serrano, Carlos Angel Iglesias, Mercedes Garijo
A Novel Agent-Based Rumor Spreading Model in Twitter. WWW (Companion Volume) (2015)
Francisco Campuzano, Teresa García-Valverde, Juan A. Botía, Emilio Serrano
Generation of human computational models with machine learning. Inf. Sci. 293 (2015)
Emilio Serrano, Pablo Moncada, Mercedes Garijo, Carlos Angel Iglesias
Ambient Intelligence Services Personalization via Social Choice Theory. UCAmI (2014)
Emilio Serrano, Pablo Moncada, Mercedes Garijo, Carlos Angel Iglesias
Evaluating social choice techniques into intelligent environments by agent based social simulation. Inf. Sci. 286 (2014)
Emilio Serrano, Jose M. Such, Juan A. Botía, Ana García-Fornes
Strategies for avoiding preference profiling in agent-based e-commerce environments. Appl. Intell. 40 (1) (2014)
Geovanny Poveda Cardona, Emilio Serrano, Mercedes Garijo
Creating and Validating Emergency Management Services by Social Simulation and Semantic Web Technologies. UCAmI (2014)
Francisco Campuzano, Teresa García-Valverde, Emilio Serrano, Juan A. Botía
Generation of human computational models with knowledge engineering. Eng. Appl. Artif. Intell. 35 (2014)
Emilio Serrano, Geovanny Poveda Cardona, Mercedes Garijo
Towards a Holistic Framework for the Evaluation of Emergency Plans in Indoor Environments. Sensors 14 (3) (2014)
Teresa García-Valverde, Emilio Serrano, Juan A. Botía Blaya
Combining the real world with simulations for a robust testing of Ambient Intelligence services. Artif. Intell. Rev. 42 (4) (2014)
Celia Gutiérrez, Iván García-Magariño, Emilio Serrano, Juan A. Botía
Robust design of multi-agent system interactions: A testing approach based on pattern matching. Eng. Appl. Artif. Intell. 26 (9) (2013)
Emilio Serrano, Juan A. Botía
Validating ambient intelligence based ubiquitous computing systems by means of artificial societies. Inf. Sci. 222 (2013)
Pablo Campillo-Sanchez, Emilio Serrano, Juan A. Botía
Testing context-aware services based on smartphones by agent based social simulation. J. Ambient Intell. Smart Environ. 5 (3) (2013)
Emilio Serrano, Michael Rovatsos, Juan A. Botía
Data mining agent conversations: A qualitative approach to multiagent systems analysis. Inf. Sci. 230 (2013)
Francisco Campuzano, Emilio Serrano, Juan A. Botía
Towards Socio-Chronobiological Computational Human Models. IBERAMIA (2012)
Andrés Muñoz, Emilio Serrano, Ana Villa, Mercedes Valdés, Juan A. Botía
An Approach for Representing Sensor Data to Validate Alerts in Ambient Assisted Living. Sensors 12 (5) (2012)
Teresa García-Valverde, Francisco Campuzano, Emilio Serrano, Ana Villa, Juan A. Botía
Simulation of human behaviours for the validation of Ambient Intelligence services: A methodological approach. J. Ambient Intell. Smart Environ. 4 (3) (2012)
Emilio Serrano, Michael Rovatsos, Juan A. Botía
A qualitative reputation system for multiagent systems with protocol-based communication. AAMAS (2012)
Emilio Serrano, Andrés Muñoz, Juan A. Botía
An approach to debug interactions in multi-agent system software tests. Inf. Sci. 205 (2012)
Jose M. Such, Emilio Serrano, Vicente J. Botti, Ana García-Fornes
Strategic pseudonym change in agent-based e-commerce. AAMAS (2012)
Emilio Serrano, Michael Rovatsos, Juan A. Botía
Mining qualitative context models from multiagent interactions. AAMAS (2011)
Emilio Serrano, Arnaud Quirin, Juan A. Botía, Oscar Cordón
Debugging complex software systems by means of pathfinder networks. Inf. Sci. 180 (5) (2010)
Teresa García-Valverde, Francisco Campuzano, Emilio Serrano, Juan A. Botía
Human Behaviours Simulation in Ubiquitous Computing Environments. MALLOW (2010)
Teresa García-Valverde, Emilio Serrano, Juan A. Botía Blaya
Social Simulation for AmI Systems Engineering. HAIS (1) (2010)
Emilio Serrano, Juan A. Botía, José Manuel Cadenas
Infrastructure for Forensic Analysis of Multi-Agent Based Simulations. PROMAS (2009)
Emilio Serrano, Juan A. Botía Blaya, José Manuel Cadenas
Construction and Debugging of a Multi-Agent Based Simulation to Study Ambient Intelligence Applications. IWANN (1) (2009)
Emilio Serrano, Jorge J. Gómez-Sanz, Juan A. Botía, Juan Pavón
Intelligent data analysis applied to debug complex software systems. Neurocomputing 72 (13-15) (2009)
Jorge J. Gómez-Sanz, Juan A. Botía Blaya, Emilio Serrano, Juan Pavón
Testing and Debugging of MAS Interactions with INGENIAS. AOSE (2008)
Emilio Serrano, Juan A. Botía
Infrastructure for Forensic Analysis of Multi-Agent Systems. ProMAS (2008)