SOCO

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Publications

volume 531, 2023

17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022) - Salamanca, Spain, September 5-7, 2022, Proceedings SOCO 531 (2023)

2022

Anikó Kopacz, Lehel Csató, Camelia Chira
Applying Deep Q-learning for Multi-agent Cooperative-Competitive Environments. SOCO (2022)
Dominik Stursa, Dusan Kopecký, Jiri Rolecek, Petr Dolezel, Bruno Baruque Zanon
Classification of Polymers Based on the Degree of Their Transparency in SWIR Spectrum. SOCO (2022)
Paula Verde, Rubén Ferrero-Guillén, José-Manuel Alija-Pérez, Alberto Martínez-Gutiérrez, Javier Díez-González, Hilde Pérez
Node Location Optimization for Localizing UAVs in Urban Scenarios. SOCO (2022)
Pablo Ruiz-Ponce, David Ortiz-Perez, José García Rodríguez
Small Vessel Detection in Changing Seaborne Environments Using Anchor-Free Detectors on Aerial Images. SOCO (2022)
David Ortiz-Perez, Pablo Ruiz-Ponce, David Tomás, José García Rodríguez
Deep Learning-Based Dementia Prediction Using Multimodal Data. SOCO (2022)
Ángel Arroyo, Carlos Cambra, Nuño Basurto, Carlos Rad, Milagros Navarro, Álvaro Herrero
Regression Techniques to Predict the Growth of Potato Tubers. SOCO (2022)
Ejigu T. Habtermariam, Kula Kekeba, Alicia Troncoso, Francisco Martínez-Álvarez
A Cluster-Based Deep Learning Model for Energy Consumption Forecasting in Ethiopia. SOCO (2022)
Paulo Pombinho, Luís Cavique, Luís Correia
Errors of Identifiers in Anonymous Databases: Impact on Data Quality. SOCO (2022)
Pau Climent-Pérez, Alejandro Galán-Cuenca, Nahuel Emiliano Garcí-a-d'Urso, Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló
Automatic Fish Size Estimation from Uncalibrated Fish Market Images Using Computer Vision and Deep Learning. SOCO (2022)
Baterdene Batmunkh, José Antonio Chica Paez, Sergio Gil-Lopez, Maider Arana Bollar, Oihana Jauregi Zorzano, Andoni Aranguren Ubierna, Manuel Graña, J. David Nuñez-Gonzalez
First Steps Predicting Execution of Civil Works from Georeferenced Infrastructure Data. SOCO (2022)
David Alfaro-Viquez, Mauricio-Andrés Zamora-Hernández, Manuel Benavent-Lledó, José García Rodríguez, Jorge Azorín López
Monitoring Human Performance Through Deep Learning and Computer Vision in Industry 4.0. SOCO (2022)
Fabio Rodríguez, William D. Chicaiza, Adolfo J. Sánchez, Juan Manuel Escaño
Neural Networks Techniques for Fault Detection and Offset Prediction on Wind Turbines Sensors. SOCO (2022)
Dragan Simic, José Luís Calvo-Rolle, José R. Villar, Vladimir Ilin, Svetislav D. Simic, Svetlana Simic
Fine-Tuning of Optimisation Parameters in a Firefly Algorithm in Inventory Management. SOCO (2022)
Javier González-Enrique, Juan Jesús Ruiz-Aguilar, Eduardo Madrid Navarro, Rosa Martínez Álvarez-Castellanos, Ivan Felis Enguix, José M. Jerez, Ignacio J. Turias
Deep Learning Approach for the Prediction of the Concentration of Chlorophyll ɑ in Seawater. A Case Study in El Mar Menor (Spain). SOCO (2022)
David Sánchez Pedroche, Jesús García, José Manuel Molina
Compression of Clustered Ship Trajectories for Context Learning and Anomaly Detection. SOCO (2022)
Rafael Ayllón-Gavilán, David Guijo-Rubio, Pedro Antonio Gutiérrez, César Hervás-Martínez
Assessing the Efficient Market Hypothesis for Cryptocurrencies with High-Frequency Data Using Time Series Classification. SOCO (2022)
M. I. Rodríguez-García, Javier González-Enrique, Juan Jesús Ruiz-Aguilar, Ignacio J. Turias
Pollution Concentrations Prediction Approach Using Autoencoders. SOCO (2022)
Revanth Shankar Muthuselvam, Ramón Moreno, Mario Guemes, Miguel Del Río Cristobal, Ignacio de Rodrigo Tobías, Alvaro Jesús López López
Deep Learning Based Baynat Foam Classification for Headliners Manufacturing. SOCO (2022)
Bruno Mota, Pedro Faria, Carlos Ramos
Predictive Maintenance for Maintenance-Effective Manufacturing Using Machine Learning Approaches. SOCO (2022)
Roberto Alcalde, Daniel Urda, Carlos Alonso de Armiño, Santiago García, Manuel Manzanedo, Álvaro Herrero
Non-linear Neural Models to Predict HRC Steel Price in Spain. SOCO (2022)
Payam Aboutalebi, Fares M'zoughi, Irfan Ahmad, Aitor J. Garrido, Izaskun Garrido
A Control Approach on Hybrid Floating Offshore Wind Turbines for Platform and Generated Power Oscillations Reduction at Below-rated Wind Speed. SOCO (2022)
Jorge García-González, Iván García Aguilar, Daniel Medina, Rafael Marcos Luque Baena, Ezequiel López-Rubio, Enrique Domínguez
Vehicle Overtaking Hazard Detection over Onboard Cameras Using Deep Convolutional Networks. SOCO (2022)
Bruno Ribeiro, Helder Pereira, Luis Gomes, Zita Vale
Python-Based Ecosystem for Agent Communities Simulation. SOCO (2022)
José Pilaluisa, David Tomás
The Impact of Content Deletion on Tabular Data Similarity Using Contextual Word Embeddings. SOCO (2022)
Víctor Pérez-Piqueras, Pablo Bermejo López, José A. Gámez
Estimation of Distribution Algorithms Applied to the Next Release Problem. SOCO (2022)
Felipe Barreno, Matilde Santos, Manuel G. Romana
Abnormal Driving Behavior Identification Based on Naturalistic Driving Data Using LSTM Recurrent Neural Networks. SOCO (2022)
Cristian Valencia-Payan, David Griol, Juan Carlos Corrales
Blockchain for Supply Chain Traceability with Data Validation. SOCO (2022)
Antonio J. Tallón-Ballesteros, Alba Márquez-Rodríguez, Yaoyang Wu, Paola Santana-Morales, Simon Fong
Feature Ranking for Feature Sorting and Feature Selection, and Feature Sorting: FR4(FSoFS)$\wedge $FSo. SOCO (2022)
Manuel Torres, Rafael Álvarez, Miguel Cazorla
Improving Malware Detection with a Novel Dataset Based on API Calls. SOCO (2022)
Juan Alberto Gallardo-Gómez, Federico Divina, Alicia Troncoso, Francisco Martínez-Álvarez
Explainable Artificial Intelligence for the Electric Vehicle Load Demand Forecasting Problem. SOCO (2022)
Luis Lucas, David Tomás, José García Rodríguez
Identifying Places Using Multimodal Social Network Data. SOCO (2022)
María Inmaculada Rodríguez-García, Nawel Kouadria, Arantxa M. Ortega León, Javier González-Enrique, Ignacio J. Turias
Virtual Sensor to Estimate Air Pollution Heavy Metals Using Bioindicators. SOCO (2022)
Paolo Fosci, Giuseppe Psaila
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Aimar Alonso, Asier Zabaljauregi, Mikel Larrea, Eloy Irigoyen, Javier Sanchis
Studying the Use of ANN to Estimate State-Space Variables for MIMO Systems in a NMPC Strategy. SOCO (2022)
Luis Alfonso Fernández-Serantes, José Luís Casteleiro-Roca, Paulo Novais, Dragan Simic, José Luís Calvo-Rolle
Dimensional Reduction Applied to an Intelligent Model for Boost Converter Switching Operation. SOCO (2022)
Bola Abimbola, Qing Tan, José Ramón Villar
Introducing Intelligence to the Semantic Analysis of Canadian Maritime Case Law: Case Based Reasoning Approach. SOCO (2022)
Cátia Silva, Pedro Faria, Zita A. Vale
DR Participants' Actual Response Prediction Using Artificial Neural Networks. SOCO (2022)
Javier Argente Mena, Jesús Enrique Sierra-García, Matilde Santos Peñas
Robust Velocity Control of an Automated Guided Vehicle Using Artificial Neural Networks. SOCO (2022)
Mikel Serrano, Jesús Enrique Sierra-García, Matilde Santos, Giordy Alexander Andrade
Pitch-Based Wind Turbine Tower Vibration Damping Optimized by Simulated Annealing. SOCO (2022)
Virginia Riego-Del Castillo, Lidia Sánchez-González, Laura Fernández-Robles, Manuel Castejón Limas, Rubén Rebollar
Estimation of Lamb Weight Using Transfer Learning and Regression. SOCO (2022)
Payam Teimourzadeh Baboli, Amin Raeiszadeh, Michael Brand, Sebastian Lehnhoff
Reliability-Sensitive Optimization for Provision of Ancillary Services by Tempo-Spatial Correlated Distributed Energy Resources. SOCO (2022)
Damián Nimo, Javier González-Enrique, David Perez, Juan Almagro, Daniel Urda, Ignacio J. Turias
A Virtual Sensor Approach to Estimate the Stainless Steel Final Chemical Characterisation. SOCO (2022)
Asier Zabaljauregi, Aimar Alonso, Mikel Larrea, Eloy Irigoyen, Javier Sanchis
Control of MIMO Systems with iMO-NMPC Strategy. SOCO (2022)
Vladimir Ilin, Dragan Simic, Marko Velickovic, Nemanja Garunovic
A Hybrid Discrete Symbiotic Organisms Search Algorithm and List-Based Simulated Annealing Algorithm for Traveling Salesman Problem. SOCO (2022)
Riccardo Rosati, Luca Romeo, Víctor Manuel Vargas, Pedro Antonio Gutiérrez, César Hervás-Martínez, Lorenzo Bianchini, Alessandra Capriotti, Rosario Capparuccia, Emanuele Frontoni
Predictive Maintenance of ATM Machines by Modelling Remaining Useful Life with Machine Learning Techniques. SOCO (2022)
Rudolf Erdei, Daniela Delinschi, Oliviu Matei
Security Centric Scalable Architecture for Distributed Learning and Knowledge Preservation. SOCO (2022)
Giordy Alexander Andrade Aimara, Segundo Esteban San Román, Matilde Santos
Control Tuning by Genetic Algorithm of a Low Scale Model Wind Turbine. SOCO (2022)
Noémi Gaskó, Tamás Képes, Mihai Suciu, Rodica Ioana Lung
An Extremal Optimization Approach to the Pairwise Connectivity Critical Node Detection Problem. SOCO (2022)

volume 1401, 2022

16th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2021, Bilbao, Spain, 22-24 September, 2021. SOCO 1401 (2022)