Gestión, Integración y Análisis de datos y de Conocimiento (KHAOS)
Lineas de Investigación
01. (Big) Data Analytics (Gestión Integración y Análisis de Datos y del Big Data).
02. Gestión de datos clínicos.
03. Historia clínica electrónica.
Miembros del grupo
- Todos
- IR
- Co-IR
- Investigador
- Tecnico Laboratorio
- Otro
Publicaciones científicas
- Todo
- D1
- Q1
- Q2
- Otro
A Tutorial On the design, experimentation and application of metaheuristic algorithms to real-World optimization problems
Osaba, E; Villar-Rodriguez, E; Del Ser, J; Nebro, AJ; Molina, D; LaTorre, A; Suganthan, PN; Coello, CAC; Herrera, LEF SWARM AND EVOLUTIONARY COMPUTATION 2021
FIMED: Flexible management of biomedical data
Hurtado S, García-Nieto J, Navas-Delgado I, Aldana-Montes JF Computer methods and programs in biomedicine 2021 Nov;212():106496
Formalization of gene regulation knowledge using ontologies and gene ontology causal activity models
Juanes Cortés B, Vera-Ramos JA, Lovering RC, Gaudet P, Laegreid A, et al. Biochimica et biophysica acta. Gene regulatory mechanisms 2021 Nov-Dec;1864(11-12):194766
Injecting domain knowledge in multi-objective optimization problems: A semantic approach
Barba-Gonzalez, C; Nebro, AJ; Garcia-Nieto, J; Roldan-Garcia, MD; Navas-Delgado, I; Aldana-Montes, JF COMPUTER STANDARDS & INTERFACES 2021
Merge Nondominated Sorting Algorithm for Many-Objective Optimization
Moreno J, Rodriguez D, Nebro AJ, Lozano JA IEEE transactions on cybernetics 2021 Dec;51(12):6154-6164
Ontology-driven approach for KPI meta-modelling, selection and reasoning
Roldan-Garcia, MD; Garcia-Nieto, J; Mate, A; Trujillo, J; Aldana-Montes, JF INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT 2021
Reconstruction of gene regulatory networks with multi-objective particle swarm optimisers
Hurtado, S; Garcia-Nieto, J; Navas-Delgado, I; Nebro, AJ; Aldana-Montes, JF APPLIED INTELLIGENCE 2021
TITAN: A knowledge-based platform for Big Data workflow management
Benitez-Hidalgo, A; Barba-Gonzalez, C; Garcia-Nieto, J; Gutierrez-Moncayo, P; Paneque, M; Nebro, AJ; Roldan-Garcia, MD; Aldana-Montes, JF; Navas-Delgado, I KNOWLEDGE-BASED SYSTEMS 2021
On the design of a framework integrating an optimization engine with streaming technologies
Barba-Gonzalez, C; Nebro, AJ; Benitez-Hidalgo, A; Garcia-Nieto, J; Aldana-Montes, JF FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE 2020
Optimizing ligand conformations in flexible protein targets: a multi-objective strategy
Lopez-Camacho, E; Garcia-Godoy, MJ; Garcia-Nieto, J; Nebro, AJ; Aldana-Montes, JF SOFT COMPUTING 2020
Qom-A New Hydrologic Prediction Model Enhanced with Multi-Objective Optimization
Zavala, GR; Garcia-Nieto, J; Nebro, AJ APPLIED SCIENCES-BASEL 2020
Sequoya: multiobjective multiple sequence alignment in Python
Benítez-Hidalgo A, Nebro AJ, Aldana-Montes JF Bioinformatics (Oxford, England) 2020 Jun 1;36(12):3892-3893
A novel multi-objective evolutionary algorithm with fuzzy logic based adaptive selection of operators: FAME
Santiago, A; Dorronsoro, B; Nebro, AJ; Durillo, JJ; Castillo, O; Fraire, HJ INFORMATION SCIENCES 2019
Analyze, Sense, Preprocess, Predict, Implement, and Deploy (ASPPID): An incremental methodology based on data analytics for cost-efficiently monitoring the industry 4.0
Para, J; Del Ser, J; Nebro, AJ; Zurutuza, U; Herrera, F ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2019
BIGOWL: Knowledge centered Big Data analytics
Barba-Gonzalez, C; Garcia-Nieto, J; Roldan-Garcia, MD; Navas-Delgado, I; Nebro, AJ; Aldana-Montes, JF EXPERT SYSTEMS WITH APPLICATIONS 2019
Bio-inspired optimization for the molecular docking problem: State of the art, recent results and perspectives
Garcia-Godoy, MJ; Lopez-Camacho, E; Garcia-Nieto, J; Del Serb, J; Nebro, AJ; Aldana-Montes, JF APPLIED SOFT COMPUTING 2019
Inference of gene regulatory networks with multi-objective cellular genetic algorithm
García-Nieto J, Nebro AJ, Aldana-Montes JF Computational biology and chemistry 2019 Jun;80():409-418
jMetalPy: A Python framework for multi-objective optimization with metaheuristics
Benitez-Hidalgo, A; Nebro, AJ; Garcia-Nieto, J; Oregi, I; Del Ser, J SWARM AND EVOLUTIONARY COMPUTATION 2019
Multi-objective ligand-protein docking with particle swarm optimizers
Garcia-Nieto, J; Lopez-Camacho, E; Garcia-Godoy, MJ; Nebro, AJ; Aldana-Montes, JF SWARM AND EVOLUTIONARY COMPUTATION 2019
Tool for materializing OWL ontologies in a column-oriented database
Reyes-Alvarez, L; Roldan-Garcia, MD; Aldana-Montes, JF SOFTWARE-PRACTICE & EXPERIENCE 2019
VIGLA-M: visual gene expression data analytics
Navas-Delgado, I; Garcia-Nieto, J; Lopez-Camacho, E; Rybinski, M; Lavado, R; Guerrero, MAB; Aldana-Montes, JF BMC BIOINFORMATICS 2019
InDM2: Interactive Dynamic Multi-Objective Decision Making Using Evolutionary Algorithms
Nebro, AJ; Ruiz, AB; Barba-Gonzalez, C; Garcia-Nieto, J; Luque, M; Aldana-Montes, JF SWARM AND EVOLUTIONARY COMPUTATION 2018
jMetalSP: A framework for dynamic multi-objective big data optimization
Barba-Gonzalez, C; Garcia-Nieto, J; Nebro, AJ; Cordero, JA; Durillo, JJ; Navas-Delgado, I; Aldana-Montesa, JF APPLIED SOFT COMPUTING 2018
Towards an ontology-driven clinical experience sharing ecosystem: Demonstration with liver cases
Roldan-Garcia, MD; Uskudarli, S; Marvasti, NB; Acar, B; Aldana-Montes, JF EXPERT SYSTEMS WITH APPLICATIONS 2018
Biological Web Service Repositories Review
Urdidiales-Nieto D, Navas-Delgado I, Aldana-Montes JF Molecular informatics 2017 May;36(5-6):
DomESA: a novel approach for extending domain-oriented lexical relatedness calculations with domain-specific semantics
Rybinski, M; Aldana Montes, J JOURNAL OF INTELLIGENT INFORMATION SYSTEMS 2017
M2Align: parallel multiple sequence alignment with a multi-objective metaheuristic
Zambrano-Vega C, Nebro AJ, García-Nieto J, Aldana-Montes JF Bioinformatics (Oxford, England) 2017 Oct 1;33(19):3011-3017
Multiple Sequence Alignment with Multiobjective Metaheuristics. A Comparative Study
Zambrano-Vega, C; Nebro, AJ; Durillo, JJ; Garcia-Nieto, J; Aldana-Montes, JF INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 2017
An ontology-based data integration approach for web analytics in e-commerce
Garcia, MDR; Garcia-Nieto, J; Aldana-Montes, JF EXPERT SYSTEMS WITH APPLICATIONS 2016
Dione: An OWL representation of ICD-10-CM for classifying patients’ diseases
Roldán-García MD, García-Godoy MJ, Aldana-Montes JF Journal of biomedical semantics 2016 Oct 13;7(1):62
Molecular Docking Optimization in the Context of Multi-Drug Resistant and Sensitive EGFR Mutants
García-Godoy MJ, López-Camacho E, García-Nieto J, Nebro AJ, Aldana-Montes JF Molecules (Basel, Switzerland) 2016 Nov 19;21(11):
MO-Phylogenetics: a phylogenetic inference software tool with multi-objective evolutionary metaheuristics
Zambrano-Vega, C; Nebro, AJ; Aldana-Montes, JF METHODS IN ECOLOGY AND EVOLUTION 2016
tESA: a distributional measure for calculating semantic relatedness
Rybinski M, Aldana-Montes JF Journal of biomedical semantics 2016 Dec 28;7(1):67
kpath: integration of metabolic pathway linked data
Navas-Delgado I, García-Godoy MJ, López-Camacho E, Rybinski M, Reyes-Palomares A, et al. Database : the journal of biological databases and curation 2015;2015():bav053
Solving molecular flexible docking problems with metaheuristics: A comparative study
Lopez-Camacho, E; Garcia-Godoy, MJ; Garcia-Nieto, J; Nebro, AJ; Aldana-Montes, JF Applied Soft Computing 2015
Enlaces
Calle Severo Ochoa, 35
Parque Tecnol?gico de Andaluc?a (PTA) Campanillas,
M?laga 29590
(+34) 951 440 260
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