Listar por autor "Benítez-Hidalgo, Antonio"
Mostrando ítems 1-12 de 12
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About Designing an Observer Pattern-Based Architecture for a Multi-objective Metaheuristic Optimization Framework
Benítez-Hidalgo, Antonio; Nebro-Urbaneja, Antonio Jesús
; Durillo, Juan J.; García-Nieto, José Manuel; López-Camacho, Esteban; Barba-González, Cristóbal; Aldana-Montes, José Francisco[et al.] (2018-11-05)
Multi-objective optimization with metaheuristics is an active and popular research field which is supported by the availability of software frameworks providing algorithms, benchmark problems, quality indicators and other ... -
Desarrollo de Workflows de análisis de datos
(2021)En este Trabajo Fin de Grado se ha desarrollado un demostrador de la utilidad de las tecnologías semánticas, especialmente del Linked Data, en el mundo de las Ciencias de la Vida. Para el desarrollo de este demostrador, ... -
La Escalera de la Interoperabilidad en los Espacios de Datos.
Aldana-Montes, José Francisco; Benítez-Hidalgo, Antonio (ÁGORA Datalab, 2025)
El modelo de la International Data Spaces Association (IDSA) define cuatro capas de interoperabilidad para Espacios de Datos a partir de las cuales podemos articular una escalera de niveles de madurez en interoperabilidad ... -
GreenSenti-IA: A Workflow Approach for Biodiversity Analysis in Urban Green Area Monitoring.
Benítez-Hidalgo, Antonio; García-Nieto, José Manuel; Aldana Martín, José Francisco; Cardas Ezeiza, Cristian; Aldana-Montes, José Francisco; Navas-Delgado, Ismael[et al.] (2023)
Nowadays, efficient urban planning cannot be conceived without carefully considering its ecological footprint. In particular, the smart design and monitoring of urban green areas is an important challenge in modern cities ... -
NORA: Scalable OWL reasoner based on NoSQL databases and Apache Spark.
Benítez-Hidalgo, Antonio; Navas-Delgado, Ismael; Roldán-García, María del Mar (Wiley, 2023-09-04)
Reasoning is the process of inferring new knowledge and identifying inconsistencies within ontologies. Traditional techniques often prove inadequate when reasoning over large Knowledge Bases containing millions or billions ... -
SALON ontology for the formal description of sequence alignments.
Benítez-Hidalgo, Antonio; Aldana-Montes, José Francisco; Navas-Delgado, Ismael; Roldán-García, María del Mar (BMC, 2023-02-27)
Background Information provided by high-throughput sequencing platforms allows the collection of content-rich data about biological sequences and their context. Sequence alignment is a bioinformatics approach to identifying ... -
SALON ontology for the formal description of Sequence Alignments.
Benítez-Hidalgo, Antonio; Aldana-Montes, José Francisco; Navas-Delgado, Ismael; Roldán-García, María del Mar (2023)
Background. Information provided by high-throughput sequencing platforms allows the collection of content-rich data about bio- logical sequences and their context. Sequence alignment is a bioinformatics approach to identifying ... -
Scalable Inference of Gene Regulatory Networks with the Spark Distributed Computing Platform Cristo
Barba-González, Cristóbal; García-Nieto, José Manuel; Benítez-Hidalgo, Antonio; Aldana-Montes, José Francisco (2018-11-05)
Inference of Gene Regulatory Networks (GRNs) remains an important open challenge in computational biology. The goal of bio-model inference is to, based on time-series of gene expression data, obtain the sparse topological ... -
Semantics in Big Data Analytics.
(UMA Editorial, 2024)Through the development of the TITAN platform, we aim to provide a tool for managing the lifecycle of workflows, integrating semantics to facilitate more intelligent and efficient workflows. TITAN was built with a flexible ... -
TITAN: A knowledge-based platform for Big Data workflow management
Benítez-Hidalgo, Antonio; Barba-González, Cristóbal; Gutiérrez-Moncayo, Pedro; Paneque, Manuel; Nebro-Urbaneja, Antonio Jesús; Roldán-García, María del Mar; Aldana-Montes, José Francisco; Navas-Delgado, Ismael[et al.] (ELSEVIER, 2021-11-28)
Modern applications of Big Data are transcending from being scalable solutions of data processing and analysis, to now provide advanced functionalities with the ability to exploit and understand the underpinning knowledge. ... -
TITAN: A knowledge-based platform for Big Data workflow management
Benítez-Hidalgo, Antonio; Barba-González, Cristóbal; García-Nieto, José Manuel; Gutiérrez-Moncayo, Pedro; Paneque, Manuel; Nebro-Urbaneja, Antonio Jesús; Roldán-García, María del Mar; Aldana-Montes, José Francisco; Navas-Delgado, Ismael[et al.] (2022)
Modern applications of Big Data are transcending from being scalable solutions of data processing and analysis, to now provide advanced functionalities with the ability to exploit and understand the underpinning knowledge. ... -
Towards an open-source MLOps architecture
Burgueño Romero, Antonio Manuel; Benítez-Hidalgo, Antonio; Barba-González, Cristóbal; Aldana-Montes, José Francisco (IEEE Xplore, 2024-07-08)
The need for robust MLOps frameworks has become paramount in a world increasingly reliant on AI. Current solutions range from proprietary cloud services to independent open-source components, each with advantages and ...