Antonio Jesús Fernández‐García

University of Almería — Spain

Computer Science · Physical Sciences

8h-index310citations29works0.42yr avg
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Research Topics

Service-Oriented Architecture and Web Services(10), Advanced Software Engineering Methodologies(5), IoT and Edge/Fog Computing(4), Context-Aware Activity Recognition Systems(4), Online Learning and Analytics(4)

Publications29 total

Grading Open‐Ended Questions Using <scp>LLMs</scp> and <scp>RAG</scp>
Expert Systems·2025
Enhancing federated discovery on the Web of things with distributed AI models
World Wide Web·2025
Grading open-ended questions using LLMs and RAG
2025Open Access
An empirical evaluation of clustering processes for early detection of university dropout
2025Open Access
Optimizing Recommender Systems Through Enhanced User-Item Pair Exchanges
Communications in computer and information science·2025
Federated Discovery on the Web of Things
Communications in computer and information science·2025
Advancing precision in medical image segmentation: A performance analysis of loss functions for COVID‐19 lung infection segmentation in computed tomography images
IET Image Processing·2024· 2 citedOpen Access
A data model for enabling deep learning practices on discovery services of cyber‐physical systems
Software Practice and Experience·2024· 1 citedOpen Access
Semantic Similarity Between Medium-Sized Texts
Communications in computer and information science·2024· 1 cited
A deep learning model for natural language querying in Cyber–Physical Systems
Internet of Things·2023· 4 citedOpen Access
SI4IoT: A methodology based on models and services for the integration of IoT systems
Future Generation Computer Systems·2023· 14 citedOpen Access
Matching user queries in natural language with Cyber-Physical Systems using deep learning through a Transformer approach
2022· 2 cited
A hybrid multidimensional Recommender System for radio programs
Expert Systems with Applications·2022· 11 citedOpen Access
CompareML: A Novel Approach to Supporting Preliminary Data Analysis Decision Making.
International Journal of Interactive Multimedia and Artificial Intelligence·2021· 5 citedOpen Access
A Real-Life Machine Learning Experience for Predicting University Dropout at Different Stages Using Academic Data
IEEE Access·2021· 59 citedOpen Access
Towards the use of Data Engineering, Advanced Visualization techniques and Association Rules to support knowledge discovery for public policies
Expert Systems with Applications·2020· 18 cited
A model-driven engineering approach for the service integration of IoT systems
Cluster Computing·2020· 21 citedOpen Access
Creating a Recommender System to Support Higher Education Students in the Subject Enrollment Decision
IEEE Access·2020· 56 citedOpen Access
A recommender system for component-based applications using machine learning techniques
Knowledge-Based Systems·2018· 50 cited
A flexible data acquisition system for storing the interactions on mashup user interfaces
Computer Standards & Interfaces·2018· 28 cited
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Frequent Co-authors

Luís Iribarne(17), Javier Criado(15), Antonio Corral(7), Roberto Rodríguez-Echeverría(6), James Z. Wang(6), Juan Carlos Preciado(5), Juan Alberto Llopis(5), José M. Conejero(4), Fernando Sánchez-Figueroa(4), Rosa Ayala(3), Juan D. Gutiérrez(3), Jesús Vallecillos(3), J. Rodriguez(3), Elena Verdú(3), Fran Melchor(2), Darwin Alulema(2), Álvaro E. Prieto(2), Richard Chbeir(2), Jorge Perianez-Pascual(1), José A. Piedra-Fernández(1)