Jorge Rodriguez-Reve... |  Cristobal Barba-Gonz...... -  《Knowledge Graphs and Semantic Web》 -  International Conference on Knowledge Graphs and Semantic Web - 2025, - 199～211 - 共13页

摘要：Ontologies have become fundamental for knowledge representation in various fields, especially in the Life Sciences. These ontologies are usually published in formats such as OWL or OBO and stored in o...

关键词： Knowledge graphs |  Ontology reuse |  Life sciences |  BioPortal

Antonio M. Burgueno-... |  Cristobal Barba-Gonz...... -  《Future generations computer systems》 - 2025,163(Feb.) - 107499.1～107499.10 - 共10页

摘要：Developing an annual and global high-resolution land cover map is one of the most ambitious tasks in remote sensing, with increasing importance due to the continual rise in validated data and satellit...

关键词： MLOps |  Land cover |  Big Data |  Kubernetes |  Remote sensing

Cristobal Barba-Gonz... |  Ismael Caballero... -  《Information and software technology》 - 2024,167(Mar.) - 107378.1～107378.16 - 共16页 - 被引量：1

摘要：Context: Data quality should be at the core of many Artificial Intelligence initiatives from the very first moment in which data is required for a successful analysis. Measurement and evaluation of th...

关键词： Data quality evaluation and measurement |  Data quality information model |  Big Data |  Ontology |  Decision model and notation

Jorge Rodriguez-Reve... |  Cristobal Barba-Gonz...... -  《Expert Systems with Application》 - 2023,228(Oct.) - 120239.1～120239.15 - 共15页 - 被引量：1

摘要：Ontologies have become a standard for knowledge representation across several domains. In Life Sciences, numerous ontologies have been introduced to represent human knowledge, often providing overlapp...

关键词： Life sciences |  Ontology |  Ontology learning |  Knowledge graphs

Cristobal Barba-Gonz... |  Jose Garcia-Nieto... -  《Intelligent distributed computing XII: 12th international symposium on intelligent distributed computing (IDC 2018), October 15-17 2018, Bilbao, Spain》 -  International symposium on intelligent distributed computing - 2018, - 61～70 - 共10页

摘要：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 t...

关键词： Gene Regulatory Networks |  Multi-objective Metaheuristics |  Distributed Computing |  jMetal |  Spark

NSTL主题词： Gene Regulatory Networks |  Distributed computing |  Scalability |  Platform

Antonio Benftez-Hida... |  Antonio J. Nebro... -  《Intelligent distributed computing XII: 12th international symposium on intelligent distributed computing (IDC 2018), October 15-17 2018, Bilbao, Spain》 -  International symposium on intelligent distributed computing - 2018, - 50～60 - 共11页

摘要：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...

关键词： Multi-objective optimization |  Metaheuristics Software framework |  Software architecture |  Observer pattern

NSTL主题词： ARCHITECTURE |  Building construction |  Frameworks

Cristobal Barba-Gonz... |  Vesa Ojalehto... -  《Parallel Problem Solving from Nature – PPSN XV: 15th International Conference Coimbra, Portugal, September 8–12, 2018, Proceedings, Part I》 -  International Conference on Parallel Problem Solving from Nature - 2018, - 274～285 - 共12页

摘要：Over the years, many interactive multiobjective optimization methods based on a reference point have been proposed. With a reference point, the decision maker indicates desirable objective function va...

关键词： Multiobjective optimization |  Preference articulation Multiple criteria decision making |  Particle swarm optimization

NSTL主题词： decision makers |  reference station |  parametric subharmonic oscillator |  Interactive |  Automobile driving |  based

Antonio J. Nebro |  Juan J. Durillo... -  《Parallel Problem Solving from Nature – PPSN XV: 15th International Conference Coimbra, Portugal, September 8–12, 2018, Proceedings, Part I》 -  International Conference on Parallel Problem Solving from Nature - 2018, - 298～310 - 共13页

摘要：The Speed-constrained Multi-objective PSO (SMPSO) is an approach featuring an external bounded archive to store non-dominated solutions found during the search and out of which leaders that guide the ...

关键词： Multi-objective optimization |  SMPSO Decision making |  Reference point

NSTL主题词： reference station |  Joints |  parametric subharmonic oscillator |  Preferences |  preference |  based

Cristobal Barba-Gonz... |  Jose Garcia-Nieto... -  《Evolutionary Multi-Criterion Optimization: 9th International Conference, EMO 2017, Munster, Germany, March 19-22, 2017, Proceedings》 -  International Conference on Evolutionary Multi-Criterion Optimization - 2017, - 16～30 - 共15页

摘要：Big Data Optimization is the term used to refer to optimization problems which have to manage very large amounts of data. In this paper, we focus on the parallelization of metaheuristics with the Apac...

关键词： Multi-objective optimization |  Big Data |  JMetal |  Spark |  Parallel computing

Jose A. Cordero |  Antonio J. Nebro... -  《Machine Learning, Optimization, and Big Data: Second International Workshop on Machine Learning, Optimization, and Big Data (MOD 2016), August 26-29 2016, Volterra, Italy》 -  International Workshop on Machine Learning, Optimization, and Big Data - 2016, - 106～117 - 共12页

摘要：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 proble...

关键词： Multi-objective optimization |  Dynamic optimization problem |  Big data technologies |  Spark |  Streaming processing |  jMetal

NSTL主题词： Case studies |  dynamic