Fernández García, Antonio Jesús Author
A data model for enabling deep learning practices on discovery services of cyber-physical systems
- Juan Alberto Llopis
- Antonio Jesús Fernández‐García
- Javier Criado
- Luis Iribarne
- Antonio Corral
SOFTWARE-PRACTICE & EXPERIENCE - 1/8/2024
- CiteScore: 8 (2023)
- SJR: 0.816 (2023
- SNIP: 1.131 (2023
- Scopus
- ORCID
- Web of Science
Advancing precision in medical image segmentation: A performance analysis of loss functions for COVID-19 lung infection segmentation in computed tomography images
- Delgado E.
- Rodriguez-Echeverria R.
- Fernández-García A.J.
- Gutiérrez J.D.
- Suero-Rodrigo M.Á.
IET Image Processing - 13/11/2024
- CiteScore: 5.4 (2023)
- SJR: 0.571 (2023
- SNIP: 0.831 (2023
SI4IoT: A methodology based on models and services for the integration of IoT systems
- Darwin Alulema
- Javier Criado
- Luis Iribarne
- Antonio Jesús Fernández-García
- Rosa Ayala
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE - 1/6/2023
- JCR Quartile: Q1 (2023)
- JCR Impact Factor: 6.2 (2023)
- Category normalized Impact: 1.445 (2023)
- CiteScore: 21.1 (2022)
- SJR: 2.043 (2022
- SNIP: 2.584 (2022
- JCR 5-year Impact Factor: 5.9
- JCR Categories: COMPUTER SCIENCE, THEORY & METHODS
- Scopus
- ORCID
- Web of Science
A deep learning model for natural language querying in Cyber-Physical Systems
- Llopis J.A.
- Fernández-García A.J.
- Criado J.
- Iribarne L.
- Ayala R.
- Wang J.Z.
INTERNET OF THINGS - 1/12/2023
- JCR Quartile: Q1 (2023)
- JCR Impact Factor: 6 (2023)
- Category normalized Impact: 0.322 (2023)
- Scopus
- ORCID
- Web of Science
A hybrid multidimensional Recommender System for radio programs
- Antonio Jesús Fernández-García
- Roberto Rodriguez-Echeverria
- Juan Carlos Preciado
- Jorge Perianez
- Juan D. Gutiérrez
EXPERT SYSTEMS WITH APPLICATIONS - 15/7/2022
- JCR Impact Factor: 8.5 (2022)
- CiteScore: 12.2 (2021)
- SJR: 2.07 (2021
- SNIP: 2.985 (2021
- JCR 5-year Impact Factor: 8.3
- JCR Categories: OPERATIONS RESEARCH & MANAGEMENT SCIENCE
- Scopus
- ORCID
- Web of Science
<i>CompareML</i>: A Novel Approach to Supporting Preliminary Data Analysis Decision Making
- Fernández-García A.J.
- Preciado J.C.
- Prieto A.E.
- Sánchez-Figueroa F.
- Gutiérrez J.D.
INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE - 1/6/2022
- JCR Impact Factor: 4.936 (2021)
- JCR 5-year Impact Factor: 3.73
- JCR Categories: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
- Dialnet
- Scopus
- ORCID
- Web of Science
Towards the use of Data Engineering, Advanced Visualization techniques and Association Rules to support knowledge discovery for public policies
- Conejero J.M.
- Preciado J.C.
- Fernández-García A.J.
- Prieto A.E.
- Rodríguez-Echeverría R.
EXPERT SYSTEMS WITH APPLICATIONS - 15/5/2021
- JCR Impact Factor: 8.665 (2021)
- CiteScore: 12.7 (2020)
- SJR: 1.368 (2020
- SNIP: 3.079 (2020
- JCR 5-year Impact Factor: 8.093
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- Scopus
- ORCID
- Web of Science
A Real-Life Machine Learning Experience for Predicting University Dropout at Different Stages Using Academic Data
- Fernandez-Garcia A.J.
- Preciado J.C.
- Melchor F.
- Rodriguez-Echeverria R.
- Conejero J.M.
- Sanchez-Figueroa F.
IEEE ACCESS - 1/1/2021
- JCR Impact Factor: 3.476 (2021)
- JCR 5-year Impact Factor: 3.758
- JCR Categories: COMPUTER SCIENCE, INFORMATION SYSTEMS
- Scopus
- ORCID
- Web of Science
A model-driven engineering approach for the service integration of IoT systems
- Darwin Alulema
- Javier Criado
- Luis Iribarne
- Antonio Jesús Fernández-García
- Rosa Ayala
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS - 24/9/2020
- JCR Quartile: Q2 (2020)
- JCR Impact Factor: 1.809 (2023)
- Category normalized Impact: 0.72 (2020)
- CiteScore: 3.1 (2020)
- SJR: 0.335 (2020
- SNIP: 0.744 (2020
- JCR 5-year Impact Factor: 1.906
- JCR Categories: COMPUTER SCIENCE, THEORY & METHODS
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Creating a Recommender System to Support Higher Education Students in the Subject Enrollment Decision
- Fernández-García A.J.
- Rodríguez-Echeverría R.
- Preciado J.C.
- Conejero Manzano J.M.
- Sánchez-Figueroa F.
IEEE ACCESS - 1/1/2020
- JCR Impact Factor: 3.367 (2020)
- JCR 5-year Impact Factor: 3.671
- JCR Categories: TELECOMMUNICATIONS
- Scopus
- ORCID
- Web of Science
Técnicas Hibridas de Machine Learning y Transformación de Modelos para la Evolución de Interfaces Mashup
- Antonio Jesús Fernández García
I Jornadas de Doctorado en Informática: 26 de febrero de 2018, Universidad de Almería - 2021
- Dialnet
A recommender system for smart user interfaces using machine learning and microservices
- Antonio Jesús Fernández García
- Luis Fernando Iribarne Martínez
- Antonio Corral Liria
2019
- Dialnet
TvCSL: An XML-based language for the specification of TV-component applications
- Vallecillos J.
- Fernández-García A.
- Criado J.
- Iribarne L.
Communications in Computer and Information Science - 1/1/2013
- SJR Quartile: Q4
- CiteScore: 0.8 (2020)
- SJR: 0.147 (2013
- SNIP: 0.254 (2013
- SJR Categories: Computer Science (miscellaneous) (Q4); Mathematics (miscellaneous) (Q4)
- Scopus
- ORCID
Semantic Similarity Between Medium-Sized Texts
- Jacobo Farray Rodríguez
- Antonio Jesús Fernández-García
- Elena Verdú
Communications in Computer and Information Science - 1/1/2024
- CiteScore: 1.1 (2023)
- SJR: 0.203 (2023
- SNIP: 0.246 (2023
- Scopus
- ORCID
Matching user queries in natural language with Cyber-Physical Systems using deep learning through a Transformer approach
- Llopis J.A.
- Fernandez-Garcia A.J.
- Criado J.
- Iribarne L.
16th International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2022 - 1/1/2022
10.1109/inista55318.2022.9894230
- Scopus
- ORCID
A Comparison of Feature Selection Methods to Optimize Predictive Models Based on Decision Forest Algorithms for Academic Data Analysis
- Fernández-García A.
- Iribarne L.
- Corral A.
- Criado J.
TRENDS AND ADVANCES IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1 - 1/1/2018
- SJR Quartile: Q3
- CiteScore: 0.9 (2019)
- SJR: 0.174 (2018
- SNIP: 0.445 (2018
- SJR Categories: Computer Science (miscellaneous) (Q3); Control and Systems Engineering (Q4)
- Scopus
- ORCID
- Web of Science
Creating datasets for data analysis through a cloud microservice-based architecture
- Fernández-García A.
- Criado J.
- Corral A.
- Iribarne L.
Actas de las 22nd Jornadas de Ingenier&amp;amp;amp;amp;amp;amp;#65533;a del Software y Bases de Datos, JISBD 2017 - 1/1/2017
A Web Services Infrastructure for the Management of <i>Mashup</i> Interfaces
- Vallecillos J.
- Criado J.
- Fernández-García A.
- Padilla N.
- Iribarne L.
SERVICE-ORIENTED COMPUTING - ICSOC 2015 WORKSHOPS - 1/1/2016
- Category normalized Impact: 0.276 (2016)
- CiteScore: 1.8 (2020)
- SJR: 0.339 (2016
- SNIP: 0.676 (2016
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Optimally Storing the User Interaction in Mashup Interfaces Within a Relational Database
- Fernández-García A.
- Iribarne L.
- Corral A.
- Criado J.
- Wang J.
CURRENT TRENDS IN WEB ENGINEERING, ICWE 2016 INTERNATIONAL WORKSHOPS - 1/1/2016
- JCR Impact Factor: 24.231 (2022)
- Category normalized Impact: 0.279 (2016)
- CiteScore: 1.8 (2020)
- SJR: 0.339 (2016
- SNIP: 0.676 (2016
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Stigma-stop a serious game against the stigma in mental disorders
- Piedra-Fernandez J.
- Cangas A.
- Ojeda-Castelo J.
- Cangas D.
- Fernandez-Garcia A.
2016 8TH INTERNATIONAL CONFERENCE ON GAMES AND VIRTUAL WORLDS FOR SERIOUS APPLICATIONS (VS-GAMES) - 13/09/2016
- SJR Categories: Computational Theory and Mathematics; Computer Science Applications; Software
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Evolving Mashup Interfaces Using a Distributed Machine Learning and Model Transformation Methodology
- Fernandez-Garcia A.
- Iribarne L.
- Corral A.
- Wang J.
ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS: OTM 2015 WORKSHOPS - 1/1/2015
- JCR Impact Factor: 24.98 (2022)
- Category normalized Impact: 0.541 (2015)
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
- Scopus
- ORCID
- OAI-PMH
- Web of Science
A Framework for Evolving Dynamic Smart User Interfaces
21/05/2015
- ORCID
This author has no patents.
This author has no reports or other types of publications.
h index
Scopus: 5
Web of Science: 7
i10 index
Scopus: 2
Web of Science: 5
Research groups
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Grupo de informática aplicada
Role: Miembro
Author profiles
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ORCID
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Web of Science ResearcherID
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Research projects at UAL
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Acronym PID2021-124124OB-I00Since: September 1, 2022Until: September 1, 2026Funded by: Ministerio de Ciencia e InnovaciónFunding / grant amount: 88,500.00 EURRole: Investigador
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Acronym P20_00809Since: October 5, 2021Until: December 31, 2022Funded by: JUNTAFunding / grant amount: 90,700.00 EURRole: Colaborador
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Acronym PID2019-110036RB-I00Since: June 1, 2020Until: May 31, 2024Funded by: MECFunding / grant amount: 36,300.00 EURRole: Investigador
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Acronym 001444Since: January 1, 2020Until: June 30, 2021Funded by: Consejería de Economía, Conocimiento, Empresas y UniversidadFunding / grant amount: 49,900.00 EURRole: Investigador
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Acronym 001445Since: January 1, 2020Until: June 30, 2021Funded by: Consejería de Economía, Conocimiento, Empresas y UniversidadFunding / grant amount: 49,900.00 EURRole: Investigador
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Acronym 001516Since: January 1, 2020Until: June 30, 2021Funded by: Consejería de Economía, Conocimiento, Empresas y UniversidadFunding / grant amount: 49,900.00 EURRole: Investigador
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Acronym TRA2009_0309Since: June 1, 2010Until: March 31, 2013Funded by: MECFunding / grant amount: 30,734.00 EURRole: Investigador
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Acronym nanSince: September 3, 2001Until: March 10, 2002Funded by: FIAPAFunding / grant amount: 10,818.23 EURRole: Investigador