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Luis G. Baca Ruíz
Person information
- affiliation: University of Granada, Spain
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2020 – today
- 2024
- [j23]J. R. S. Iruela, Luis G. Baca Ruíz
, David Criado-Ramón
, Maria del Carmen Pegalajar
, Manuel I. Capel:
A GPU-accelerated adaptation of the PSO algorithm for multi-objective optimization applied to artificial neural networks to predict energy consumption. Appl. Soft Comput. 160: 111711 (2024) - [j22]E. M. A. Stephanie, Luis G. Baca Ruíz
, Maria-Amparo Vila, Maria del Carmen Pegalajar
:
Study of violence against women and its characteristics through the application of text mining techniques. Int. J. Data Sci. Anal. 18(1): 35-48 (2024) - [j21]David Criado-Ramón
, Luis G. Baca Ruíz
, Maria del Carmen Pegalajar
:
An Application of Fuzzy Symbolic Time-Series for Energy Demand Forecasting. Int. J. Fuzzy Syst. 26(3): 703-717 (2024) - [j20]David Criado-Ramón
, Luis G. Baca Ruíz
, J. R. S. Iruela, Maria del Carmen Pegalajar
:
A Novel Non-Intrusive Load Monitoring Algorithm for Unsupervised Disaggregation of Household Appliances. Inf. 15(2): 87 (2024) - [j19]Galiya Anarbekova
, Luis Gonzaga Baca Ruiz
, Akerke Akanova, Saltanat Sharipova
, Nazira Ospanova
:
Fine-Tuning Artificial Neural Networks to Predict Pest Numbers in Grain Crops: A Case Study in Kazakhstan. Mach. Learn. Knowl. Extr. 6(2): 1154-1169 (2024) - 2023
- [j18]Maria del Carmen Pegalajar
, Luis G. Baca Ruíz
, Elena Pérez-Moreiras
, J. Boada-Grau, María José Serrano-Fernandez
:
An Intelligent Approach Using Machine Learning Techniques to Predict Flow in People. Big Data Cogn. Comput. 7(2): 67 (2023) - [j17]David Criado-Ramón
, Luis G. Baca Ruíz
, Maria del Carmen Pegalajar
:
An Improved Pattern Sequence-Based Energy Load Forecast Algorithm Based on Self-Organizing Maps and Artificial Neural Networks. Big Data Cogn. Comput. 7(2): 92 (2023) - [j16]Pablo Sánchez-Fernández, Luis Gonzaga Baca Ruiz
, Maria del Carmen Pegalajar Jiménez
:
Application of classical and advanced machine learning models to predict personality on social media. Expert Syst. Appl. 216: 119498 (2023) - [j15]David Criado-Ramón
, Luis G. Baca Ruíz
, Manuel P. Cuéllar:
CUDA-bigPSF: An optimized version of bigPSF accelerated with graphics processing Unit. Expert Syst. Appl. 230: 120661 (2023) - [j14]Luiza Araujo Costa Silva, Luis Gonzaga Baca Ruiz
, David Criado-Ramón
, Joao Gabriel Bessa, Leonardo Micheli
, Maria del Carmen Pegalajar Jiménez:
Assessing the impact of soiling on photovoltaic efficiency using supervised learning techniques. Expert Syst. Appl. 231: 120816 (2023) - [j13]A. Cabrera, Luis G. Baca Ruíz
, David Criado-Ramón
, C. D. Barranco, Maria del Carmen Pegalajar
:
Application of Fuzzy and Conventional Forecasting Techniques to Predict Energy Consumption in Buildings. Int. J. Intell. Syst. 2023: 1-12 (2023) - [j12]Marcos Hernández Rodríguez
, Luis Gonzaga Baca Ruiz
, David Criado-Ramón
, Maria del Carmen Pegalajar Jiménez
:
Artificial Intelligence-Based Prediction of Spanish Energy Pricing and Its Impact on Electric Consumption. Mach. Learn. Knowl. Extr. 5(2): 431-447 (2023) - [j11]Manuel P. Cuéllar, Carlos Cano Gutierrez, Luis G. Baca Ruíz
, Lorenzo Servadei:
Time series quantum classifiers with amplitude embedding. Quantum Mach. Intell. 5(2): 45 (2023) - [c4]Manuel P. Cuéllar
, Maria del Carmen Pegalajar
, Luis G. Baca Ruíz
, Carlos Cano Gutierrez:
Time Series Forecasting with Quantum Neural Networks. IWANN (1) 2023: 666-677 - 2022
- [j10]David Criado-Ramón
, Luis G. Baca Ruíz
, Manuel P. Cuéllar:
Electric demand forecasting with neural networks and symbolic time series representations. Appl. Soft Comput. 122: 108871 (2022) - [j9]Ramón Rueda Delgado, Manuel P. Cuéllar
, Luis G. Baca Ruíz
, Maria del Carmen Pegalajar
:
A similarity measure for Straight Line Programs and its application to control diversity in Genetic Programming. Expert Syst. Appl. 194: 116415 (2022) - [j8]Caterina Buizza, César Quilodrán Casas, Philip Nadler, Julian Mack, Stefano Marrone
, Zainab Titus, Clémence Le Cornec, Evelyn Heylen, Tolga Hasan Dur, Luis G. Baca Ruíz
, Claire E. Heaney
, Julio Amador Díaz López, K. S. Sesh Kumar, Rossella Arcucci:
Data Learning: Integrating Data Assimilation and Machine Learning. J. Comput. Sci. 58: 101525 (2022) - 2021
- [j7]Manuel Pegalajar Cuéllar, Luis G. Baca Ruíz
, Manuel P. Cuéllar, Ramón Rueda Delgado:
Analysis and enhanced prediction of the Spanish Electricity Network through Big Data and Machine Learning techniques. Int. J. Approx. Reason. 133: 48-59 (2021) - [j6]Manuel P. Cuéllar, Ramón Rueda Delgado, Luis Gonzaga Baca Ruiz, Maria del Carmen Pegalajar:
A Three-valued Logic Approach for Edge Detection Using Cellular Automata. J. Cell. Autom. 15(5-6): 407-438 (2021) - 2020
- [j5]Luis Gonzaga Baca Ruiz
, Maria del Carmen Pegalajar Jiménez
, Rossella Arcucci, Miguel Molina-Solana
:
A time-series clustering methodology for knowledge extraction in energy consumption data. Expert Syst. Appl. 160: 113731 (2020) - [j4]Maria del Carmen Pegalajar
, Luis G. Baca Ruíz
, Manuel Sánchez-Marañón, Luis Mansilla:
A Munsell colour-based approach for soil classification using Fuzzy Logic and Artificial Neural Networks. Fuzzy Sets Syst. 401: 38-54 (2020) - [j3]Ramón Rueda Delgado, Luis G. Baca Ruíz
, Manuel P. Cuéllar
, Maria del Carmen Pegalajar Jiménez
:
An Ant Colony Optimization approach for symbolic regression using Straight Line Programs. Application to energy consumption modelling. Int. J. Approx. Reason. 121: 23-38 (2020)
2010 – 2019
- 2019
- [j2]Luis G. Baca Ruíz
, Manuel I. Capel
, Manuel P. Cuéllar:
Parallel memetic algorithm for training recurrent neural networks for the energy efficiency problem. Appl. Soft Comput. 76: 356-368 (2019) - 2018
- [j1]Luis Gonzaga Baca Ruiz
, Ramón Rueda Delgado, Manuel P. Cuéllar
, Maria del Carmen Pegalajar
:
Energy consumption forecasting based on Elman neural networks with evolutive optimization. Expert Syst. Appl. 92: 380-389 (2018) - [c3]Ramón Rueda Delgado
, Luis G. Baca Ruíz
, Manuel Pegalajar Cuéllar
, Miguel Delgado Calvo-Flores
, Maria del Carmen Pegalajar Jiménez
:
A Comparison Between NARX Neural Networks and Symbolic Regression: An Application for Energy Consumption Forecasting. IPMU (3) 2018: 16-27 - [c2]Maria del Carmen Pegalajar
, Manuel Sánchez-Marañón
, Luis G. Baca Ruíz
, Luis Mansilla, Miguel Delgado
:
Artificial Neural Networks and Fuzzy Logic for Specifying the Color of an Image Using Munsell Soil-Color Charts. IPMU (1) 2018: 699-709 - 2017
- [c1]Ramón Rueda Delgado, Luis Gonzaga Baca Ruiz
, Patricia Jimeno-Sáez
, Manuel Pegalajar Cuéllar
, David Pulido-Velazquez
, Maria del Carmen Pegalajar
:
Experimental Evaluation of Straight Line Programs for Hydrological Modelling with Exogenous Variables. HAIS 2017: 447-458
Coauthor Index
aka: Manuel Pegalajar Cuéllar
aka: Maria del Carmen Pegalajar
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last updated on 2024-08-05 21:12 CEST by the dblp team
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