Emilio Serrano

Orcid: 0000-0001-7587-0703

According to our database1, Emilio Serrano authored at least 62 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A multivariable sensor-agnostic framework for spatio-temporal air quality forecasting based on Deep Learning.
Eng. Appl. Artif. Intell., January, 2024

Introducing New Node Prediction in Graph Mining: Predicting All Links from Isolated Nodes with Graph Neural Networks.
CoRR, 2024

2023
Uncovering hidden therapeutic indications through drug repurposing with graph neural networks and heterogeneous data.
Artif. Intell. Medicine, November, 2023

Combining heterogeneous data sources for spatio-temporal mobility demand forecasting.
Inf. Fusion, 2023

GEnI: A framework for the generation of explanations and insights of knowledge graph embedding predictions.
Neurocomputing, 2023

Analysis of the Confidence in the Prediction of the Protein Folding by Artificial Intelligence.
Proceedings of the Practical Applications of Computational Biology and Bioinformatics, 2023

Enhancing Drug Repurposing on Graphs by Integrating Drug Molecular Structure as Feature.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2021
An ontology-based deep learning approach for triple classification with out-of-knowledge-base entities.
Inf. Sci., 2021

A Case-Based Reasoning Model Powered by Deep Learning for Radiology Report Recommendation.
Int. J. Interact. Multim. Artif. Intell., 2021

A hierarchical multi-agent architecture based on virtual identities to explain black-box personalization policies.
Expert Syst. Appl., 2021

A Flexible and Robust Deep Learning-Based System for Solar Irradiance Forecasting.
IEEE Access, 2021

2020
Grammatically uniform population initialization for grammar-guided genetic programming.
Soft Comput., 2020

Discovering Hidden Mental States in Open Multi-Agent Systems by Leveraging Multi-Protocol Regularities with Machine Learning.
Sensors, 2020

A review of mobile sensing systems, applications, and opportunities.
Knowl. Inf. Syst., 2020

A multi-agent architecture for mobile sensing systems.
J. Ambient Intell. Humaniz. Comput., 2020

2019
Prediction and Decision-Making in Intelligent Environments Supported by Knowledge Graphs, A Systematic Review.
Sensors, 2019

Toward proactive social inclusion powered by machine learning.
Knowl. Inf. Syst., 2019

Deep neural network architectures for social services diagnosis in smart cities.
Future Gener. Comput. Syst., 2019

An Intelligent and Autoadaptive System of Virtual Identities Based on Deep Learning for the Analysis of Online Advertising Networks.
Proceedings of the Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems. The PAAMS Collection, 2019

A Moderate Experiential Learning Approach Applied on Data Science.
Proceedings of the Methodologies and Intelligent Systems for Technology Enhanced Learning, 2019

An Agent-Based Model for Exploring Pension Law and Social Security Policies.
Proceedings of the New Frontiers in Artificial Intelligence, 2019

An Ontology-Based Deep Learning Approach for Knowledge Graph Completion with Fresh Entities.
Proceedings of the Distributed Computing and Artificial Intelligence, 2019

2018
Challenge-Based Learning in Computational Biology and Data Science.
Proceedings of the 14th International Conference on ICT in Education, 2018

Social Services Diagnosis by Deep Learning.
Proceedings of the Distributed Computing and Artificial Intelligence, 2018

Automatic Music Generation by Deep Learning.
Proceedings of the Distributed Computing and Artificial Intelligence, 2018

2017
A Multi-agent Architecture for Labeling Data and Generating Prediction Models in the Field of Social Services.
Proceedings of the Highlights of Practical Applications of Cyber-Physical Multi-Agent Systems, 2017

Experiential Learning in Data Science: From the Dataset Repository to the Platform of Experiences.
Proceedings of the Intelligent Environments 2017, 2017

Predicting the risk of suffering chronic social exclusion with machine learning.
Proceedings of the Distributed Computing and Artificial Intelligence, 2017

Towards Social Care Prediction Services Aided by Multi-agent Systems.
Proceedings of the Agents and Multi-Agent Systems for Health Care, 2017

2016
A Participatory Agent-Based Simulation for Indoor Evacuation Supported by Google Glass.
Sensors, 2016

Validating viral marketing strategies in Twitter via agent-based social simulation.
Expert Syst. Appl., 2016

2015
Generation of human computational models with machine learning.
Inf. Sci., 2015

Modelling rules for automating the Evented WEb by semantic technologies.
Expert Syst. Appl., 2015

A Novel Agent-Based Rumor Spreading Model in Twitter.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

An Integrated Framework for Enabling End-User Configuration of AmI Simulations for Open Wide Locations.
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information, 2015

A Survey of Twitter Rumor Spreading Simulations.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

2014
Towards a Holistic Framework for the Evaluation of Emergency Plans in Indoor Environments.
Sensors, 2014

Evaluating social choice techniques into intelligent environments by agent based social simulation.
Inf. Sci., 2014

Generation of human computational models with knowledge engineering.
Eng. Appl. Artif. Intell., 2014

Strategies for avoiding preference profiling in agent-based e-commerce environments.
Appl. Intell., 2014

Combining the real world with simulations for a robust testing of Ambient Intelligence services.
Artif. Intell. Rev., 2014

Ambient Intelligence Services Personalization via Social Choice Theory.
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services, 2014

Creating and Validating Emergency Management Services by Social Simulation and Semantic Web Technologies.
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services, 2014

2013
Testing context-aware services based on smartphones by agent based social simulation.
J. Ambient Intell. Smart Environ., 2013

Data mining agent conversations: A qualitative approach to multiagent systems analysis.
Inf. Sci., 2013

Validating ambient intelligence based ubiquitous computing systems by means of artificial societies.
Inf. Sci., 2013

Robust design of multi-agent system interactions: A testing approach based on pattern matching.
Eng. Appl. Artif. Intell., 2013

2012
An Approach for Representing Sensor Data to Validate Alerts in Ambient Assisted Living.
Sensors, 2012

Simulation of human behaviours for the validation of Ambient Intelligence services: A methodological approach.
J. Ambient Intell. Smart Environ., 2012

An approach to debug interactions in multi-agent system software tests.
Inf. Sci., 2012

Towards Socio-Chronobiological Computational Human Models.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

Strategic pseudonym change in agent-based e-commerce.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

A qualitative reputation system for multiagent systems with protocol-based communication.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011
Mining qualitative context models from multiagent interactions.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010
Debugging complex software systems by means of pathfinder networks.
Inf. Sci., 2010

Human Behaviours Simulation in Ubiquitous Computing Environments.
Proceedings of The Multi-Agent Logics, Languages, and Organisations Federated Workshops (MALLOW 2010), Lyon, France, August 30, 2010

Social Simulation for AmI Systems Engineering.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

2009
Intelligent data analysis applied to debug complex software systems.
Neurocomputing, 2009

Infrastructure for Forensic Analysis of Multi-Agent Based Simulations.
Proceedings of the Programming Multi-Agent Systems - 7th International Workshop, 2009

Construction and Debugging of a Multi-Agent Based Simulation to Study Ambient Intelligence Applications.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

2008
Infrastructure for Forensic Analysis of Multi-Agent Systems.
Proceedings of the Programming Multi-Agent Systems, 2008

Testing and Debugging of MAS Interactions with INGENIAS.
Proceedings of the Agent-Oriented Software Engineering IX, 9th International Workshop, 2008


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