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Publication search results
found 944 matches
- 2023
- 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. SOCO (1) 2023: 132-142 - Halal Abdulrahman Ahmed, Juan A. Nepomuceno, Belén Vega-Márquez, Isabel A. Nepomuceno-Chamorro:
Generating Synthetic Fetal Cardiotocography Data with Conditional Generative Adversarial Networks. SOCO (2) 2023: 111-120 - César Alberte, David Carramiñana, Ana M. Bernardos, Juan A. Besada:
Managing Pandemics Through Agent-Based Simulation: A Case Study Based on COVID-19. SOCO (1) 2023: 185-195 - David Alfaro-Viquez, Mauricio-Andrés Zamora-Hernández, Hanzel Grillo, José García Rodríguez, Jorge Azorín López:
A Multimodal Dataset to Create Manufacturing Digital Twins. SOCO (2) 2023: 163-172 - 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. SOCO (1) 2023: 196-205 - Felipe Barreno, Matilde Santos, Manuel G. Romana:
Vehicle Warning System Based on Road Curvature Effect Using CNN and LSTM Neural Networks. SOCO (2) 2023: 256-266 - Eduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos:
Keeping Safe Distance from Obstacles for Autonomous Vehicles by Genetic Algorithms. SOCO (2) 2023: 300-310 - Jesús Benito-Picazo, Jose David Fernández Rodriguez, Enrique Domínguez, Esteban J. Palomo, Ezequiel López-Rubio:
Parallel Processing Applied to Object Detection with a Jetson TX2 Embedded System. SOCO (2) 2023: 184-194 - Ana González Bermúdez, Ana M. Bernardos, Carlos J. Gallego, José R. Casar:
Leveraging Smart Meter Data for Adaptive Consumer Profiling. SOCO (1) 2023: 174-184 - Pablo-Andrés Buestán-Andrade, Matilde Santos, Jesús Enrique Sierra-García, Juan-Pablo Pazmiño-Piedra:
Comparison of LSTM, GRU and Transformer Neural Network Architecture for Prediction of Wind Turbine Variables. SOCO (2) 2023: 334-343 - 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. SOCO (1) 2023: 269-278 - Kelsy Cabello-Solorzano, Isabela Ortigosa de Araujo, Marco Peña, Luís Correia, Antonio J. Tallón-Ballesteros:
The Impact of Data Normalization on the Accuracy of Machine Learning Algorithms: A Comparative Analysis. SOCO (2) 2023: 344-353 - 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. SOCO (1) 2023: 82-91 - Pablo Casas-Gómez, Francisco Martínez-Álvarez, Alicia Troncoso, Juan Carlos Linares:
Machine Learning Approaches for Predicting Tree Growth Trends Based on Basal Area Increment. SOCO (1) 2023: 229-238 - Andrés Manuel Chacón-Maldonado, A. R. Troncoso-García, Francisco Martínez-Álvarez, Gualberto Asencio-Cortés, Alicia Troncoso:
Olive Oil Fly Population Pest Forecasting Using Explainable Deep Learning. SOCO (2) 2023: 121-131 - Douglas F. Corrêa, Guido F. M. G. Carvalho, David A. Pelta, Claudio Fabiano Motta Toledo, Antônio J. Silva Neto:
On the Prediction of Anomalous Contaminant Diffusion. SOCO (2) 2023: 290-299 - Amable J. Valdés Cuervo, Elena Herrera, Enrique A. de la Cal:
A Preliminary Study of MLSE/ACE-III Stages for Primary Progressive Aphasia Automatic Identification Using Speech Features. SOCO (2) 2023: 323-333 - Grzegorz Cwikla, Tomasz Lorenz:
The Use of Line Simplification and Vibration Suppression Algorithms to Improve the Quality of Determining the Indoor Location in RTLSs. SOCO (2) 2023: 77-87 - 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. SOCO (1) 2023: 145-154 - Saúl Pérez Fernández, Alejandro Buendía Roca, Carlos González-Gutiérrez, Javier Rodríguez Rodríguez, Santiago Iglesias Álvarez, Ronny Anangonó Tutasig, Fernando Sánchez Lasheras, Francisco Javier de Cos Juez:
Adaptive Optics Correction Using Recurrent Neural Networks for Wavefront Prediction. SOCO (2) 2023: 354-363 - Iztok Fister Jr., Iztok Fister, Akemi Gálvez, Andrés Iglesias:
TinyNARM: Simplifying Numerical Association Rule Mining for Running on Microcontrollers. SOCO (1) 2023: 122-131 - Paolo Fosci, Giuseppe Psaila:
Fuzzy Aggregators in Practice: Meta-Model and Implementation. SOCO (1) 2023: 56-68 - Alejandro Galán-Cuenca, Nahuel E. Garcia-D'Urso, Pau Climent-Pérez, Andrés Fuster Guilló, Jorge Azorín López:
A Modified Loss Function Approach for Instance Segmentation Improvement and Application in Fish Markets. SOCO (2) 2023: 173-183 - 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. SOCO (1) 2023: 259-268 - Diego Garcés, Matilde Santos, David Fernández Llorca:
Text Classification for Automatic Distribution of Review Notes in Movie Production. SOCO (1) 2023: 3-12 - Nahuel E. Garcia-D'Urso, Jorge Azorín López, Andrés Fuster Guilló:
Accurate Estimation of Parametric Models of the Human Body from 3D Point Clouds. SOCO (2) 2023: 236-245 - Ander García, Telmo Fernández de Barrena, Juan Luis Ferrando Chacón, Xabier Oregui, Zelmar Etxegoien:
Edge Architecture for the Integration of Soft Models Based Industrial AI Control into Industry 4.0 Cyber-Physical Systems. SOCO (2) 2023: 67-76 - Enol García González, José R. Villar, Camelia Chira, Enrique A. de la Cal, Luciano Sánchez, Javier Sedano:
Multi-objective Optimization for Multi-Robot Path Planning on Warehouse Environments. SOCO (2) 2023: 279-289 - 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. SOCO (1) 2023: 209-218 - M. J. Jiménez-Navarro, María Martínez-Ballesteros, Francisco Martínez-Álvarez, Gualberto Asencio-Cortés:
Explaining Learned Patterns in Deep Learning by Association Rules Mining. SOCO (2) 2023: 132-141
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