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Publication search results
found 82 matches
- 2024
- María Dolores Pérez-Godoy, Marta Molina, Francisco Martínez, David A. Elizondo, Francisco Charte, Antonio J. Rivera:
DESReg: Dynamic Ensemble Selection library for Regression tasks. Neurocomputing 580: 127487 (2024) - 2023
- Antonio Jesús Rivera, J. Cobo Muñoz, M. Dolores Pérez-Godoy, B. Sáenz de San Pedro, Francisco Charte, David A. Elizondo, C. Rodríguez, M. L. Abolafia, A. Perea, María José del Jesus:
XAIRE: An ensemble-based methodology for determining the relative importance of variables in regression tasks. Application to a hospital emergency department. Artif. Intell. Medicine 137: 102494 (2023) - Mireia Bustos-Aibar, Concepción Maria Aguilera, Jesús Alcalá-Fdez, Francisco Javier Ruiz-Ojeda, Julio Plaza-Díaz, Abel Plaza-Florido, Inés Tofe, Mercedes Gil-Campos, María José Gacto, Augusto Anguita-Ruiz:
Shared gene expression signatures between visceral adipose and skeletal muscle tissues are associated with cardiometabolic traits in children with obesity. Comput. Biol. Medicine 163: 107085 (2023) - Antonio J. Rivera, Miguel A. Dávila, David A. Elizondo, María José del Jesus, Francisco Charte:
mldr.resampling: Efficient reference implementations of multilabel resampling algorithms. Neurocomputing 559: 126806 (2023) - Maria Isabel Cabrera-Bermejo, María José del Jesus, Antonio J. Rivera, David A. Elizondo, Francisco Charte, M. Dolores Pérez-Godoy:
Analysis of Transformer Model Applications. HAIS 2023: 231-243 - Juan M. Bueno, Rosa M. Martínez-Ojeda, Francisco J. Ávila, Pablo Artal:
Second Harmonic Generation Microscopy of the Living Human Eye: Limitations, Performance and Image Improvement. ICTON 2023: 1-4 - David de la Rosa, Antonio Álvarez, Ramón Pérez, Germán Garrote, Antonio J. Rivera, María José del Jesus, Francisco Charte:
NOSpcimen: A First Approach to Unsupervised Discarding of Empty Photo Trap Images. IWANN (2) 2023: 39-51 - Francisco Charte, Antonio J. Rivera, Francisco Martínez, María José del Jesus:
EvoAAA: An evolutionary methodology for automated \neural autoencoder architecture search. CoRR abs/2301.06047 (2023) - Antonio J. Rivera, Miguel A. Dávila, David A. Elizondo, María José del Jesus, Francisco Charte:
mldr.resampling: Efficient Reference Implementations of Multilabel Resampling Algorithms. CoRR abs/2305.17152 (2023) - David de la Rosa, Antonio J. Rivera, María José del Jesus, Francisco Charte:
PARDINUS: Weakly supervised discarding of photo-trapping empty images based on autoencoders. CoRR abs/2312.14812 (2023) - 2022
- Manuel Ojeda-Hernández, Francisco Pérez-Gámez, Domingo López-Rodríguez, Nicolás Madrid, Ángel Mora:
Minimal Generators from Positive and Negative Attributes: Analysing the Knowledge Space of a Mathematics Course. Int. J. Comput. Intell. Syst. 15(1): 58 (2022) - Francisco Martínez, Francisco Charte, María Pilar Frías, Ana María Martínez-Rodríguez:
Strategies for time series forecasting with generalized regression neural networks. Neurocomputing 491: 509-521 (2022) - Wilson Arrubla-Hoyos, Adelaida Ojeda-Beltrán, Andrés Solano-Barliza, Geovanny Rambauth-Ibarra, Alexis Barrios-Ulloa, Dora Cama-Pinto, Francisco Manuel Arrabal-Campos, Juan Antonio Martínez-Lao, Alejandro Cama-Pinto, Francisco Manzano-Agugliaro:
Precision Agriculture and Sensor Systems Applications in Colombia through 5G Networks. Sensors 22(19): 7295 (2022) - Francisco Pérez-Gámez, Pablo Cordero, Manuel Enciso, Ángel Mora, Manuel Ojeda-Aciego:
Partial formal contexts with degrees. CLA 2022: 35-44 - Francisco J. Valverde-Albacete, Carmen Peláez-Moreno, Inma P. Cabrera, Pablo Cordero, Manuel Ojeda-Aciego:
On the Affordance-Theoretic bases of the Landscape of Knowledge Paradigm. CLA 2022: 93-104 - Francisco J. Valverde-Albacete, Carmen Peláez-Moreno, Inma P. Cabrera, Pablo Cordero, Manuel Ojeda-Aciego:
Can FCA Provide a Framework for Artificial General Intelligence? FCA4AI@IJCAI 2022: 35-40 - Francisco José Valverde Albacete, Carmen Peláez-Moreno, Inma P. Cabrera, Pablo Cordero, Manuel Ojeda-Aciego:
Encoding Non-global Time Representations into the Lattice of Divisibility. IPMU (1) 2022: 118-129 - Mireia Bustos-Aibar, Augusto Anguita-Ruiz, Álvaro Torres-Martos, Jesús Alcalá-Fdez, Francisco Javier Ruiz-Ojeda, Marjorie Reyes-Farias, Andrea Soria-Gondek, Laura Herrero, David Sánchez-Infantes, Concepción Maria Aguilera:
Gene Expression Profiles of Visceral and Subcutaneous Adipose Tissues in Children with Overweight or Obesity: The KIDADIPOSEQ Project. IWBBIO (1) 2022: 42-46 - 2021
- Francisco Javier Pulgar, Francisco Charte, Antonio J. Rivera, María José del Jesus:
ClEnDAE: A classifier based on ensembles with built-in dimensionality reduction through denoising autoencoders. Inf. Sci. 565: 146-176 (2021) - David Charte, Iván Sevillano-García, María Jesús Lucena-González, José Luis Martín-Rodríguez, Francisco Charte, Francisco Herrera:
Slicer: Feature Learning for Class Separability with Least-Squares Support Vector Machine Loss and COVID-19 Chest X-Ray Case Study. HAIS 2021: 305-315 - Enrique Alba, Gabriel Luque, Francisco Chicano, Carlos Cotta, David Camacho, Manuel Ojeda-Aciego, Susana Montes, Alicia Troncoso, José C. Riquelme, Rodrigo Gil-Merino:
Advances in Artificial Intelligence - 19th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2020/2021, Málaga, Spain, September 22-24, 2021, Proceedings. Lecture Notes in Computer Science 12882, Springer 2021, ISBN 978-3-030-85712-7 [contents] - 2020
- Francisco Charte, Antonio J. Rivera, Francisco Martínez, María José del Jesus:
EvoAAA: An evolutionary methodology for automated neural autoencoder architecture search. Integr. Comput. Aided Eng. 27(3): 211-231 (2020) - David Charte, Francisco Charte, María José del Jesus, Francisco Herrera:
An analysis on the use of autoencoders for representation learning: Fundamentals, learning task case studies, explainability and challenges. Neurocomputing 404: 93-107 (2020) - Ángel Miguel García-Vico, Francisco Charte, Pedro González, David A. Elizondo, Cristóbal José Carmona:
E2PAMEA: A fast evolutionary algorithm for extracting fuzzy emerging patterns in big data environments. Neurocomputing 415: 60-73 (2020) - Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Fermín Segovia, John Suckling, Matthew Leming, Yu-Dong Zhang, José Ramón Álvarez Sánchez, Guido Bologna, María Paula Bonomini, Fernando E. Casado, David Charte, Francisco Charte, Ricardo Contreras, Alfredo Cuesta-Infante, Richard J. Duro, Antonio Fernández-Caballero, José Manuel Ferrández:
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications. Neurocomputing 410: 237-270 (2020) - Francisco Javier Pulgar, Francisco Charte, Antonio J. Rivera, María José del Jesus:
Choosing the proper autoencoder for feature fusion based on data complexity and classifiers: Analysis, tips and guidelines. Inf. Fusion 54: 44-60 (2020) - Francisco J. Valverde-Albacete, Carmen Peláez-Moreno, Inma P. Cabrera, Pablo Cordero, Manuel Ojeda-Aciego:
Exploratory Data Analysis of Multi-label Classification Tasks with Formal Context Analysis. CLA 2020: 171-183 - Juan M. Bueno, Francisco J. Ávila, Rosa M. Martínez-Ojeda, Pablo Artal:
Adaptive-Optics Polarization-Sensitive Second Harmonic Generation Microscopy. ICTON 2020: 1-4 - David Charte, Francisco Charte, María José del Jesus, Francisco Herrera:
A Showcase of the Use of Autoencoders in Feature Learning Applications. CoRR abs/2005.04321 (2020) - David Charte, Francisco Charte, María José del Jesus, Francisco Herrera:
An analysis on the use of autoencoders for representation learning: fundamentals, learning task case studies, explainability and challenges. CoRR abs/2005.10516 (2020)
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