Serrano Fernandez, Emilio emilio.serrano@upm.es
Publications
- Articles 44
- Books 0
- Book chapters 3
- Conferences 34
- Working papers 0
- Technical reports 0
- Research projects 14
- Supervised theses 2
- Patent or software license 0
From vision to text: A comprehensive review of natural image captioning in medical diagnosis and radiology report generation.
- Reale-Nosei G
- Amador-Domínguez E
- Serrano E
Medical Image Analysis - 8/7/2024
- ISSN 13618415
- iMarina
Mitigating bias in artificial intelligence: Fair data generation via causal models for transparent and explainable decision-making
- Gonzalez-Sendino, Ruben
- Serrano, Emilio
- Bajo, Javier
Future Generation Computer Systems-The International Journal Of Escience (p. 384-401) - 1/6/2024
10.1016/j.future.2024.02.023 View at source
- ISSN 0167739X
A multivariable sensor-agnostic framework for spatio-temporal air quality forecasting based on Deep Learning
- Prado-Rujas, II
- Garcia-Dopico, A
- Serrano, E
- Cordoba, ML
- Perez, MS
Engineering Applications Of Artificial Intelligence - 1/1/2024
10.1016/j.engappai.2023.107271 View at source
- ISSN 09521976
Neurosymbolic system profiling: A template-based approach
- Amador-Domínguez, E
- Serrano, E
- Manrique, D
Knowledge-Based Systems - 1/1/2024
10.1016/j.knosys.2024.111441 View at source
- ISSN 09507051
GEnI: A framework for the generation of explanations and insights of knowledge graph embedding predictions
- Amador-Domínguez E
- Serrano E
- Manrique D
Neurocomputing (p. 199-212) - 7/2/2023
10.1016/j.neucom.2022.12.010 View at source
- ISSN 09252312
A Review of Bias and Fairness in Artificial Intelligence
- González-Sendino, R
- Serrano, E
- Bajo, J
- Novais, P
International Journal Of Interactive Multimedia And Artificial Intelligence - 10/11/2023
10.9781/ijimai.2023.11.001 View at source
- ISSN 19891660
Uncovering hidden therapeutic indications through drug repurposing with graph neural networks and heterogeneous data
- Ayuso-Muñoz, A
- Prieto-Santamaría, L
- Ugarte-Carro, E
- Serrano, E
- Rodríguez-González, A
Artificial Intelligence In Medicine - 1/11/2023
10.1016/j.artmed.2023.102687 View at source
- ISSN 09333657
Combining heterogeneous data sources for spatio-temporal mobility demand forecasting
- Prado-Rujas II
- Serrano E
- García-Dopico A
- Córdoba ML
- Pérez MS
Information Fusion (p. 1-12) - 1/1/2023
10.1016/j.inffus.2022.09.028 View at source
- ISSN 15662535
A Flexible and Robust Deep Learning-Based System for Solar Irradiance Forecasting
- Prado-Rujas II
- Garcia-Dopico A
- Serrano E
- Perez MS
Ieee Access (p. 12348-12361) - 1/1/2021
10.1109/access.2021.3051839 View at source
- ISSN 21693536
An ontology-based deep learning approach for triple classification with out-of-knowledge-base entities
- Amador-Domínguez E
- Serrano E
- Manrique D
- Hohenecker P
- Lukasiewicz T
Information Sciences (p. 85-102) - 1/1/2021
10.1016/j.ins.2021.02.018 View at source
- ISSN 00200255
This researcher has no books.
ULEXITE DISSOLUTION WITH CARBON DIOXIDE AT HIGH PRESSURE
- Valdez, Silvana
- Flores, Horacio
- Serrano, Emilio;
Handbook Of Borates: Chemistry, Production And Applications (p. 383-397) - 1/1/2010
- iMarina
Un prototipo de coordinador de un sistema metaheurístico cooperativo para el problema de la Mochila
- José Manuel Cadenas Figueredo
- María del Carmen Garrido Carrera
- Vicente Liern Carrión
- Emilio Serrano Fernández
Actas Del V Congreso Español Sobre Metaheurísticas, Algoritmos Evolutivos Y Bioinspirados / Francisco Carmelo Almeida Rodríguez (Ed. Lit.), María Belén Melián Batista (Ed. Lit.), José Andrés Moreno Pérez (Ed. Lit.), José Marcos Moreno Vega (Ed. Lit.) (p. 811-818) - 1/1/2007
- iMarina
Modelado del coordinador de un sistema meta-heurístico cooperativo mediante SoftComputing
- José Manuel Cadenas Figueredo
- R Andrés Díaz-Valladares
- María del Carmen Garrido Carrera
- L D Hernández
- Emilio Serrano Fernández
Una Perspectiva De La Inteligencia Artificial En Su 50 Aniversario: Campus Multidisciplinar En Percepción E Inteligencia, Cmpi 2006, Albacete, España, 10-14 De Julio Del 2006 : Actas (p. 679-688) - 1/1/2006
- iMarina
Analysis of the Confidence in the Prediction of the Protein Folding by Artificial Intelligence
- Tejera-Nevado P
- Serrano E
- González-Herrero A
- Bermejo-Moreno R
- Rodríguez-González A
Lecture Notes In Networks And Systems (p. 84-93) - 1/1/2023
Enhancing drug repurposing on graphs by integrating drug molecular structure as feature
- Ayilso-Muñoz, A
- Prieto-Santamaria, L
- Alverez-Pérez, A
- Otero-Carrasco, B
- Serrano, E
- Rodríguez-González, A
Proc Ieee Int Symp Comput Based Med Syst (p. 192-197) - 1/1/2023
10.1109/cbms58004.2023.00215 View at source
- ISSN 23729198
Predicción espacio-temporal: más allá del error/precisión
- Prado-Rujas, Ignacio-Iker
- Serrano, Emilio
- García-Dopico, Antonio
- Córdoba, M. Luisa
- Pérez, María S.
22/9/2021
CHALLENGE-BASED LEARNING IN EXPLAINABLE ARTIFICIAL INTELLIGENCE EDUCATION
- Prado-Rujas, Ignacio-Iker
- Serrano, Emilio
- Zanardini, Damiano
- Bajo, Javier
Edulearn21 Proceedings - 26/7/2021
An ontology-based deep learning approach for knowledge graph completion with fresh entities
- Thomas Lukasiewicz
- Patrick Hohenecker
- AMADOR DOMINGUEZ, ELVIRA
- SERRANO FERNANDEZ, EMILIO
- MANRIQUE GAMO, DANIEL
Advances In Intelligent Systems And Computing (p. 125-133) - 1/1/2020
10.1007/978-3-030-23887-2_15 View at source
- ISSN 21945357
- iMarina
- iMarina
A moderate experiential learning approach applied on data science
- Serrano E
- Manrique D
Advances In Intelligent Systems And Computing (p. 11-18) - 1/1/2020
10.1007/978-3-030-23990-9_2 View at source
- ISSN 21945357
An Agent-Based Model for Exploring Pension Law and Social Security Policies
- SERRANO FERNANDEZ, EMILIO
Lecture Notes In Computer Science (p. 50-63) - 1/1/2020
10.1007/978-3-030-58790-1_4 View at source
- ISSN 03029743
- iMarina
- iMarina
An Intelligent and Autoadaptive System of Virtual Identities Based on Deep Learning for the Analysis of Online Advertising Networks
- Amador-Domínguez E
- Serrano E
- Mateos-Nobre J
- Ayala-Muñoz A
Highlights Of Practical Applications Of Survivable Agents And Multi-Agent Systems. The Paams Collection (p. 302-309) - 26/6/2019
10.1007/978-3-030-24299-2_26 View at source
- ISSN 18650929
- iMarina
- iMarina
Automatic music generation by deep learning
- García J
- Serrano E
Advances In Intelligent Systems And Computing (p. 284-291) - 1/1/2019
10.1007/978-3-319-94649-8_34 View at source
- ISSN 21945357
This researcher has no working papers.
This researcher has no technical reports.
GSI. Modelado Social de Inteligencia Artificial aplicado a Grandes Instalaciones
- FERNÁNDEZ LLAMAS, ANTONIO (Participante)
- Iglesias Fernández, Carlos Angel (Investigador principal (IP))
- GARCIA-AMADO SANCHO, MANUEL (Participante)
- MUÑOZ LOPEZ, SERGIO (Participante)
- PASCUAL SAAVEDRA, ALBERTO (Participante)
- ARAQUE IBORRA, OSCAR (Participante)
- SANCHEZ TOLBAÑOS, ENRIQUE (Participante)
- SANCHEZ RADA, JUAN FERNANDO (Participante)
- GANGGAO, ZHU (Participante)
- CARRERA BARROSO, ALVARO (Participante)
- Sedano Ruiz, María Felisa (Participante)
- GARIJO AYESTARAN, Mercedes (Participante)
- MERINO MACHUCA, EDUARDO (Participante)
- SERRANO FERNANDEZ, EMILIO (Participante)
Period: 01-10-2014 - 30-09-2018
Type of funding: Regional
Amount of funding: 121628,27 Euros.
- iMarina
Linked Open Data for environment protection in Smart Regions
- ARAQUE IBORRA, OSCAR (Becario/a)
- ROBLES VALLADARES, TOMAS ENRIQUE (Investigador principal (IP))
- MORENO REGIDOR, MARIA PILAR (Participante)
- Alcarria Garrido, Ramón Pablo (Participante)
- Manso Callejo, Miguel Ángel (Participante)
- Iglesias Fernández, Carlos Angel (Participante)
- GARIJO AYESTARAN, Mercedes (Participante)
- SERRANO FERNANDEZ, EMILIO (Participante)
Period: 01-11-2013 - 31-10-2015
Type of funding: International
Amount of funding: 217440,00 Euros.
- iMarina
Language Resource Pool for Sentiment Analysis in European Languages
- Iglesias Fernández, Carlos Angel (Investigador principal (IP))
- SANCHEZ RADA, JUAN FERNANDO (Participante)
- GARIJO AYESTARAN, Mercedes (Participante)
- Fernández Fernández, Gregorio (Participante)
- SERRANO FERNANDEZ, EMILIO (Participante)
Period: 01-09-2012 - 31-08-2014
Type of funding: International
Amount of funding: 290484,00 Euros.
- iMarina
Tecnologías del HOtel del FUturo (THOFU)
- HERMANNS, MIGUEL (Investigador principal (IP))
- Hernández Ramos, Juan Antonio (Participante)
Period: 01-01-2011 - 31-12-2013
Type of funding: National
Amount of funding: 63000,00 Euros.
- iMarina
Methods for Knowledge-Based Systems and Deep Learning Integration
- MANRIQUE GAMO, DANIEL (Director)
- SERRANO FERNANDEZ, EMILIO (Director) Doctorando: Amador Domínguez, Elvira
26/7/2022
- iMarina
Metodología para la cración de modelos computacionales de comportamiento humano aplicados a la validación de entornos inteligentes
- Emilio Serrano Fernández (Director)
- Juan Botía Blaya (Director) Doctorando: Francisco José Campuzano Adan
1/1/2015
- iMarina
This researcher has no patents or software licenses.
Research groups
-
Ontology Engineering Group
Role: Miembro
Researcher profiles
-
ORCID
-
Publons
-
Scopus Author ID
-
Dialnet id