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ORCID18th SOCO 2023: Salamanca, Spain
- Pablo García Bringas
, Hilde Pérez García, Francisco Javier Martínez de Pisón, Francisco Martínez-Álvarez, Alicia Troncoso Lora, Álvaro Herrero, José Luís Calvo-Rolle, Héctor Quintián, Emilio Corchado:
18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023) - Salamanca, Spain, September 5-7, 2023, Proceedings, Volume 1. Lecture Notes in Networks and Systems 749, Springer 2023, ISBN 978-3-031-42528-8
Deep Learning, Fuzzy Logic and Evolutionary Computation
- Diego Garcés, Matilde Santos, David Fernández Llorca:
Text Classification for Automatic Distribution of Review Notes in Movie Production. 3-12 - Sara Pérez-Carabaza, Akemi Gálvez, Andrés Iglesias:
Extended Rank-Based Ant Colony Optimization Algorithm for Traveling Salesman Problem. 13-23 - Marek Pakosta, Petr Dolezel, Roman Svoboda, Bruno Baruque Zanon:
Multi-scale Neural Model for Tool-Narayanaswamy-Moynihan Model Parameter Extraction. 24-33 - Dagmara Lapczynska, Anna Burduk:
Application of Fuzzy Logic to the Risk Assessment of Production Machines Failures. 34-45 - Elías Plaza, Matilde Santos, Jesús Enrique Sierra-García:
First Approach of an Intelligent Automatic System for Aircraft Flap/Slat Positioning. 46-55 - Paolo Fosci, Giuseppe Psaila:
Fuzzy Aggregators in Practice: Meta-Model and Implementation. 56-68
Machine Learning and Data Mining
- Mikel Larrea, Eloy Irigoyen, Fernando Artaza, Vicente Gómez-Garay:
Model-Based Design of the IMO-NMPC Strategy: Real-Time Implementation. 71-81 - María Gema Carrasco-García, María Inmaculada Rodríguez-García, Javier González-Enrique, Paloma Rocío Cubillas-Fernández, Juan Jesús Ruiz-Aguilar, Ignacio José Turias Domínguez:
Hyperspectral Technology for Oil Spills Detection by Using Artificial Neural Network Classifier. 82-91 - Paula Puerta, Berke Öztürk, Samad Barri Khojasteh, Víctor M. González, José R. Villar, Esther Serrano-Pertierra, Antonello Novelli, María Teresa Fernández-Sánchez, Ángel Río-Álvarez:
Neuron Characterization in Complex Cultures Using a Combined YOLO and U-Net Segmentation Approach. 92-101 - Santiago Merino-Bajo, Lidia Sánchez-González, Virginia Riego, Vicente Matellán:
Effectiveness of Quantum Computing in Image Processing for Burr Detection. 102-111 - Míriam Timiraos, Álvaro Michelena, Antonio Díaz-Longueira, Esteban Jove, Jose Aveleira-Mata, Isaías García-Rodríguez, Martín Bayón-Gutiérrez, Héctor Alaiz-Moretón, José Luís Calvo-Rolle:
Categorization of CoAP DoS Attack Based on One-Class Boundary Methods. 112-121 - Iztok Fister Jr., Iztok Fister, Akemi Gálvez, Andrés Iglesias:
TinyNARM: Simplifying Numerical Association Rule Mining for Running on Microcontrollers. 122-131 - Juan C. Acosta-Pavas, David Griol, Zoraida Callejas, David Camilo Corrales, Carlos Eduardo Robles-Rodríguez, Jérôme Morchain, César Arturo Aceves-Lara:
Fault Detection in Biological Methanation Process Using Machine Learning: A Comparative Study of Different Algorithms. 132-142
Soft Computing Applications
- Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato, José Luís Casteleiro-Roca, Esteban Jove, Héctor Quintián, Dragan Simic, José Luís Calvo-Rolle:
Comparative Study of Regression Models Applied to the Prediction of Energy Generated by a Micro Wind Turbine. 145-154 - Míriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, José Luís Casteleiro-Roca, Esteban Jove, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle:
Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction. 155-164 - Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Francisco Zayas-Gato, Héctor Quintián, Natalia Prieto-Fernández, Héctor Alaiz-Moretón, José Luís Calvo-Rolle, María Teresa García-Ordás:
Machine Learning Based System for Detecting Battery State-of-Health. 165-173 - Ana González Bermúdez, Ana M. Bernardos, Carlos J. Gallego, José R. Casar:
Leveraging Smart Meter Data for Adaptive Consumer Profiling. 174-184 - César Alberte, David Carramiñana, Ana M. Bernardos, Juan A. Besada:
Managing Pandemics Through Agent-Based Simulation: A Case Study Based on COVID-19. 185-195 - Ángel Arroyo, Beatriz Gil-Arroyo, Daniel Urda, Carlos Cambra, Álvaro Herrero:
Missing Values Imputation for Visualizing the Air Quality Evolution During the COVID-19 Pandemic in Madrid. 196-205
Special Session 1: Time Series Forecasting in Industrial and Environmental Applications
- Manuel Jesús Jiménez-Navarro, Camilo Restrepo Estrada, Laura Melgar-García, David Gutiérrez-Avilés:
Feature Selection Guided by CVOA Metaheuristic for Deep Neural Networks: Application to Multivariate Time Series Forecasting. 209-218 - Aymeric Vellinger, J. F. Torres, Federico Divina, Wim Vanhoof:
Neuroevolutionary Transfer Learning for Time Series Forecasting. 219-228 - Pablo Casas-Gómez, Francisco Martínez-Álvarez, Alicia Troncoso, Juan Carlos Linares:
Machine Learning Approaches for Predicting Tree Growth Trends Based on Basal Area Increment. 229-238 - Belén Vega-Márquez, Juan Pardo-Martínez, María del Mar Villegas-Oliva, José C. Riquelme:
Forecasting Greenhouse Temperature Using Machine Learning Models: Optimizing Crop Production in Andalucia. 239-248 - Francesco Zito, Vincenzo Cutello, Mario Pavone:
Deep Learning and Metaheuristic for Multivariate Time-Series Forecasting. 249-258 - Francisco Javier Galán-Sales, Pablo Reina-Jiménez, Manuel Carranza-García, José María Luna-Romera:
An Approach to Enhance Time Series Forecasting by Fast Fourier Transform. 259-268 - Gonzalo Burgos, Jesús Enrique Sierra-García, Bruno Baruque Zanon:
Comparative Study of Open Source Database Management Systems to Enable Predictive Maintenance of Autonomous Guided Vehicles. 269-278 - Vittorio Maniezzo, Tingting Zhou:
Integrated Forecast and Optimization for Retailer Allocation in a Two-Echelon Inventory System. 279-289
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