
- RIUMA Principal
- Listar por autor
Listar por autor "García-Nieto, José Manuel"
Mostrando ítems 21-40 de 58
-
Dynamic Multi-Objective Optimization With jMetal and Spark: a Case Study
Cordero Benítez, José Andrés; Nebro-Urbaneja, Antonio Jesús; Barba-González, Cristóbal
; Durillo, Juan J.; García-Nieto, José Manuel
; Navas-Delgado, Ismael
; Aldana-Montes, José Francisco
[et al.] (2016-09-15)
Technologies for Big Data and Data Science are receiving increasing research interest nowadays. This paper introduces the prototyping architecture of a tool aimed to solve Big Data Optimization problems. Our tool combines ... -
e-LION: Data integration semantic model to enhance predictive analytics in e-Learning
Paneque, Manuel; Roldán-García, María del Mar; García-Nieto, José Manuel(Elsevier, 2022-09-27)
In the last years, Learning Management systems (LMSs) are acquiring great importance in online education, since they offer flexible integration platforms for organising a vast amount of learning resources, as well as for ... -
e-LION: Data integration semantic model to enhance predictive analytics in e-Learning.
Paneque Romero, Manuel; Roldán-García, María del Mar; García-Nieto, José Manuel(Sistedes, 2023)
The surge in online education emphasizes Learning Management Systems' (LMSs) crucial role in organizing learning resources and enabling teacher-learner communication. COVID-19 accelerated this, spiking engagement and ... -
Enhancing semantic consistency in anti-fraud rule-based expert systems
En este estudio, se propone un servicio guiado por ontología para la detección y clasificación de problemas de incoherencia semántica en sistemas expertos con bases de reglas de decisión. Se centra en el caso crítico de ... -
Ensemble-based genetic algorithm explainer with automized image segmentation: A case study on melanoma detection dataset
Nematzadeh, Hossein; García-Nieto, José Manuel; Navas-Delgado, Ismael
; Aldana-Montes, José Francisco
(Elsevier, 2023)
Explainable Artificial Intelligence (XAI) makes AI understandable to the human user particularly when the model is complex and opaque. Local Interpretable Model-agnostic Explanations (LIME) has an image explainer package ... -
Estudio de Estrategias de Archivo en PSO Multi-Objetivo para el Docking Molecular
López-Camacho, Esteban; García Godoy, María Jesús; García-Nieto, José Manuel; Nebro-Urbaneja, Antonio Jesús
; Aldana-Montes, José Francisco
(2016)
El acoplamiento molecular es un problema de optimización complejo cuyo objetivo es la predicción de la posición de un ligando en el sitio activo de un receptor con la mínima energía de unión. Este problema puede ser formulado ... -
Exploiting medical-expert knowledge via a novel memetic algorithm for the inference of gene regulatory networks.
This study introduces an innovative memetic algorithm for optimizing the consensus of well-adapted techniques for the inference of gene regulation networks. Building on the methodology of a previous proposal (GENECI), this ... -
Explotación de la semántica de dominio orientada a la integración, estandarización y análisis de datos.
Paneque Romero, Manuel (UMA Editorial, 2024)Esta Tesis de Doctorado se centra en la generación de nuevas ontologías y modelos semánticos, motivada por la necesidad de avanzar en su comprensión y aplicación en distintos dominios. Se busca explorar a fondo su potencial ... -
Feature selection using a classification error impurity algorithm and an adaptive genetic algorithm improved with an external repository
Nematzadeh, Hossein; García-Nieto, José Manuel; Navas-Delgado, Ismael
; Aldana-Montes, José Francisco
(Elsevier, 2024)
Feature selection in small-sample high-dimensional datasets enhances classification accuracy and reduces computational time for model training. This paper introduces the filter Classification Error Impurity (CEI) as a ... -
FIMED: Flexible management of biomedical data
Hurtado-Requena, Sandro José; García-Nieto, José Manuel
; Navas-Delgado, Ismael
; Aldana-Montes, José Francisco
(2022-09-05)
In the last decade, clinical trial management systems have become an essential support tool for data management and analysis in clinical research. However, these clinical tools have design limitations, since they are ... -
FIMED: Flexible management of biomedical data
Hurtado-Requena, Sandro José; García-Nieto, José Manuel
; Navas-Delgado, Ismael
; Aldana-Montes, José Francisco
(Elsevier, 2021-11)
Background and objectives: In the last decade, clinical trial management systems have become an essential support tool for data management and analysis in clinical research. However, these clinical tools have design ... -
Un Framework para Big Data Optimization Basado en jMetal y Spark
Barba-González, Cristóbal; Nebro-Urbaneja, Antonio Jesús
; García-Nieto, José Manuel
; Cordero Benítez, José Andrés; Durillo, Juan J.; Navas-Delgado, Ismael
; Aldana-Montes, José Francisco
[et al.] (2016)
Las metaheurísticas multi-objetivo se han convertido en técnicas muy utilizadas para la resolución de problemas complejos de optimización compuestos de varias funciones objetivo en conflicto entre sí. Nos encontramos en ... -
GENECI: A novel evolutionary machine learning consensus-based approach for the inference of gene regulatory networks
Segura Ortiz, Adrián; García-Nieto, José Manuel; Aldana-Montes, José Francisco
; Navas-Delgado, Ismael
(Elsevier, 2023)
Gene regulatory networks define the interactions between DNA products and other substances in cells. Increasing knowledge of these networks improves the level of detail with which the processes that trigger different ... -
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 ... -
Herramienta para monitorización y detección de cambios de modo automático sobre la super cie de la Tierra con imágenes satélite multiespectrales
Burgueño Romero, Antonio Manuel (2020-04-23)El principal objetivo de este TFG es la realización de una herramienta que clasifique automáticamente áreas de interés en el marco de imágenes de satélites para observación de la Tierra. Al clasifi car estas imágenes, es ... -
Human Activity Recognition From Sensorised Patient´s Data in Healthcare: A Streaming Deep Learning-Based Approach.
Hurtado-Requena, Sandro José; García-Nieto, José Manuel
; Popov, Anton; Navas-Delgado, Ismael
(SISTEDES, 2023)
Physical inactivity is one of the main risk factors for mortality, and its relationship with the main chronic diseases has experienced intensive medical research. A well-known method for assessing people’s activity is ... -
InDM2: interactive dynamic multi-objective decision making using evolutionary algorithms
Nebro-Urbaneja, Antonio Jesús; Ruiz-Mora, Ana Belén
; Barba-González, Cristóbal
; García-Nieto, José Manuel
; Luque-Gallego, Mariano
; Aldana-Montes, José Francisco
[et al.] (Elsevier, 2018-05-24)
Dynamic optimization problems involving two or more conflicting objectives appear in many real-world scenarios, and more cases are expected to appear in the near future with the increasing interest in the analysis of ... -
Injecting domain knowledge in multi-objective optimization problems: A semantic approach
Barba-González, Cristóbal; Nebro-Urbaneja, Antonio Jesús
; García-Nieto, José Manuel
; Roldán-García, María del Mar; Navas-Delgado, Ismael
; Aldana-Montes, José Francisco
[et al.] (Actas de las XXVI Jornadas de Ingeniería del Software y Bases de Datos, 2022-09-05)
In the field of complex problem optimization with me-taheuristics, semantics has been used for modeling different aspects, such as: problem characterization, parameters, decision-maker's preferences, or algorithms. However, ... -
Injecting domain knowledge in multi-objective optimization problems: A semantic approach.
Barba-González, Cristóbal; Nebro-Urbaneja, Antonio Jesús
; García-Nieto, José Manuel
; Roldán-García, María del Mar; Navas-Delgado, Ismael
; Aldana-Montes, José Francisco
[et al.] (Elsevier, 2021-05-15)
In the field of complex problem optimization with me-taheuristics, semantics has been used for modeling different aspects, such as: problem characterization, parameters, decision-maker's preferences, or algorithms. However, ... -
Intelligent OLSR Routing Protocol Optimization for VANETs.
Recent advances in wireless technologies have given rise to the emergence of vehicular ad hoc networks (VANETs). In such networks, the limited coverage of WiFi and the high mobility of the nodes generate frequent topology ...