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19th SOCO 2024: Salamanca, Spain
- Héctor Quintián
, Emilio Corchado
The 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024 - Salamanca, Spain, October 9-11, 2024 Proceedings, Volume 1. Lecture Notes in Networks and Systems 888, Springer 2024, ISBN 978-3-031-75012-0
General Track: Deep Learning and Neural Networks
- Félix De Miguel
Human Detection in Images Captured by UAVs in Natural Environments. 3-12 - Zinah Mohsin Arkah, Beatriz Pontes, Cristina Rubio:
Interpretation of Diabetic Foot Ulcer Image Classification Using Layer Attribution Algorithms. 13-22 - Kamil Musial, Artem Balashov, Anna Burduk, Robert Sulowski, Oleh Pihnastyi:
Improving the Efficiency of Production Processes by Reducing Human Errors Using Intelligent Methods. 23-33 - José David Fernández-Rodríguez
Automated Semantic Labelling of Images Generated with Deep Diffusion Probabilistic Models. 34-43
General Track: Machine Learning and Data Mining
- Marco Cardia
Wastewater Quality Indicator Estimation Using Machine Learning and Data Augmentation Techniques. 47-57 - Francisco Morillas-Espejo, Ester Martínez-Martín:
A Virtual Avatar for Sign Language Signing. 58-67 - Wojciech Bozejko, Sergii Trotskyi, Mariusz Uchronski, Mieczyslaw Wodecki:
Comparison of D-Wave Quantum Computing Environment Solvers for a Two-Machine Jobs Scheduling Problem. 68-76 - Sergio Toral-Heredia, Iván Sánchez-Calleja, Javier Díez-González
Hybrid Fuzzy-Based Method for Optimally Selecting Aircraft for Low-Cost Carriers Operating Medium-Haul Flights. 77-86 - Rubén Ferrero-Guillén, Javier Díez-González
Two Way Ranging Positioning Methods Analysis Under Optimized Sensor Deployments. 87-97 - Mirko Fáñez
Human Acoustic Events Detection as Anomalies in Industrial Environments Using Shallow Unsupervised Techniques. 98-107 - Vladimir Ilin
Machine Learning in the Last-Mile Delivery: Modified Q-Learning for the TSP. 108-117 - Lukasz Korus:
IoT and AI Based Security System - Design and Implementation. 118-128 - Álvaro Michelena
Characterization of Cattle Behavior Based on Dimensional Reduction Techniques. 129-138 - A. R. Troncoso-García, M. J. Jiménez-Navarro, Maria Lourdes Linares-Barrera
Time Series Forecasting in Agriculture: Explainable Deep Learning with Lagged Feature Selection. 139-149 - Carlos Zurron-Barragan, Francisco Javier Martínez de Pisón, Andrés Sanz-García, Rubén Urraca:
Artificial Intelligence Methodology for Run-to-Target Manufacturing. 150-159 - Enol García González, José Ramón Villar, Manuel Luis González Hernandez, Javier Sedano:
Multi-robot Path Planning Problem Applied to Real World Enviroment. 160-169 - Dragan Simic
An Approach of Optimization in Capacitated Vehicle Routing Problem in Logistics Distribution. 170-180 - Paolo Fosci, Javier Nieves, Giuseppe Psaila, Pablo García Bringas:
Bayesian Generation of Synthetic Data. 181-193
General Track: Soft Computing for Energy Applications
- Bruno Ribeiro, Rafael Silva
Learning-Based Models for Intelligent Control Over Air Conditioning Units in a Smart Building. 197-207 - Ana Paula Aravena-Cifuentes, J. David Nuñez-Gonzalez, Daniel Morejón Roldán, Junior Altamiranda, Manuel Graña:
Predicting Power Generation from Photovoltaic Energy System. 208-220 - Marcos Trujillo Trujillo, Jose M. Gonzalez-Cava, Alberto Hamilton-Castro, Rafael Arnay del Arco, Juan Albino Méndez Pérez:
Photovoltaic Generation Forecasting for Intelligent Management in Energy Communities. 221-230 - Álvaro Villar Val
Application of Neural Models in Solar Radiation Measurements for a Better Data Gathering Quality. 231-240 - Rafael Silva
Caravels: A Decentralized Container-Based Infrastructure for Sustainable Human-Centric Intelligent Energy Communities. 241-250 - Bruno Mota
Production Scheduling for Energy Cost Optimization with Constraints: Comparison of Genetic Algorithm and PSO Techniques. 251-260 - Ferran Iglesias, Joan Colomer, Llorenç Burgas:
Modelling Room Temperature Dynamics for Efficient HVAC System Energy Consumption. 261-271 - José Delgado, Morteza Aldarraji, Belén Vega-Márquez, Beatriz Pontes:
Time Series Analysis of Iraq's Energy Sector: Production, Consumption, and Trends. 272-281 - Andrzej Pawlowski
Tuning of a Predictive Control Scheme for Intravenous Anaesthesia Exploring Set of Fixed Ratios. 285-294 - Carlos Gallego, Juan M. Alberola, Víctor Sánchez-Anguix, Fulgencia Villa, Vicente Julián, Vicente J. Botti:
A Metaheuristic Algorithm Guided by Simulation for Optimizing the Static Allocation of Emergency Medical Vehicles. 295-305 - Ramón Suárez, Fernando Moncada, José R. Villar, Héctor Gómez, Guillermo Lorenzo, Víctor M. González:
Prostate Cancer Relapse Assessment Based on Optimised Outlier Detection. 306-315 - Manuel Benavent-Lledó, Maria Dolores Lopez-Valle, David Ortiz-Perez, David Mulero-Perez, José García Rodríguez, Alexandra Psarrou
PainFusion: Multimodal Pain Assessment from RGB and Sensor Data. 316-325
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