| 2021 | Adaptive Ant Colony Optimization for Service Function Chaining in a Dynamic 5G Network. | Segundo Moreno, Antonio Miguel Mora |
| 2021 | Dimensionality Reduction: Is Feature Selection More Effective Than Random Selection? | Laura Morn-Fernndez, Vernica Boln-Canedo |
| 2021 | Fast Depth Reconstruction Using Deep Convolutional Neural Networks. | Dmitrii Maslov, Ilya Makarov |
| 2021 | Automatic Fall Detection Using Long Short-Term Memory Network. | Carlos Magalhes, Joo Ribeiro, Argentina Leite, E. J. Solteiro Pires, Joo Pavo |
| 2021 | Performance Evaluation of Classical Classifiers and Deep Learning Approaches for Polymers Classification Based on Hyperspectral Images. | Javier Lorenzo-Navarro, Silvia Serranti, Giuseppe Bonifazi, Giuseppe Capobianco |
| 2021 | Toward an Intelligent Computing Solution for Endotracheal Obstruction Prediction in COVID-19 Patients in ICU. | Pablo Fernndez Lpez, Carmen Paz Surez Araujo, Patricio Garca Bez, Francisco J. Surez-Daz, Juan L. Navarro-Mesa, Guillermo Prez-Acosta, Jos Blanco-Lpez |
| 2021 | Classification of Images as Photographs or Paintings by Using Convolutional Neural Networks. | Jos Miguel Lpez-Rubio, Miguel A. Molina-Cabello, Gonzalo Ramos-Jimnez, Ezequiel Lpez-Rubio |
| 2021 | Detection of Tumor Morphology Mentions in Clinical Reports in Spanish Using Transformers. | Guillermo Lpez-Garca, Jos M. Jerez, Nuria Ribelles, Emilio Alba, Francisco J. Veredas |
| 2021 | EvoMLP: A Framework for Evolving Multilayer Perceptrons. | Luis Lin-Villafranca, Mario Garca-Valdez, Juan Julin Merelo, Pedro ngel Castillo Valdivieso |
| 2021 | Analyzing the Land Cover Change and Degradation in Sundarbans Mangrove Forest Using Machine Learning and Remote Sensing Technique. | Md. Ashikur Rahman Khan, Anika Khan, Shehzin Masud, Rashedur M. Rahman |
| 2021 | Features Spaces with Reduced Variables Based on Nearest Neighbor Relations and Their Inheritances. | Naohiro Ishii, Kazunori Iwata, Naoto Mukai, Kazuya Odagiri, Tokuro Matsuo |
| 2021 | Facial Image Augmentation from Sparse Line Features Using Small Training Data. | Shih-Kai Hung, John Q. Gan |
| 2021 | Deep Interpretation with Sign Separated and Contribution Recognized Decomposition. | Lucas Y. W. Hui, De Wen Soh |
| 2021 | Classification in Non-stationary Environments Using Coresets over Sliding Windows. | Moritz Heusinger, Frank-Michael Schleif |
| 2021 | Fine-Tuning of Patterns Assignment to Subnetworks Increases the Capacity of an Attractor Network Ensemble. | Mario Gonzlez, ngel Snchez, David Dominguez, Francisco B. Rodrguez |
| 2021 | Deep Learning for Heart Sounds Classification Using Scalograms and Automatic Segmentation of PCG Signals. | John Gelpud, Silvia Castillo, Mario Jojoa, Begonya Garcia-Zapirain, Wilson Achicanoy, David Rodrigo |
| 2021 | Detection of Emotions from Electroencephalographic Recordings by Means of a Nonlinear Functional Connectivity Measure. | Beatriz Garca-Martnez, Antonio Fernndez-Caballero, Ral Alcaraz, Arturo Martnez-Rodrigo |
| 2021 | Analysis of Electroencephalographic Signals from a Brain-Computer Interface for Emotions Detection. | Beatriz Garca-Martnez, Antonio Fernndez-Caballero, Arturo Martnez-Rodrigo, Paulo Novais |
| 2021 | Temporal EigenPAC for Dyslexia Diagnosis. | Nicols Gallego-Molina, Marco A. Formoso, Andrs Ortiz, Francisco Jess Martnez-Murcia, Juan Luis Luque |
| 2021 | Voxel-Based Three-Dimensional Neural Style Transfer. | Timo Friedrich, Barbara Hammer, Stefan Menzel |
| 2021 | Regularized One-Layer Neural Networks for Distributed and Incremental Environments. | Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Beatriz Prez-Snchez |
| 2021 | Impacted Tooth Detection in Panoramic Radiographs. | James Faure, Andries P. Engelbrecht |
| 2021 | Randomized Neural Networks for Forecasting Time Series with Multiple Seasonality. | Grzegorz Dudek |
| 2021 | Learning to Trade from Zero-Knowledge Using Particle Swarm Optimization. | Stefan van Deventer, Andries P. Engelbrecht |
| 2021 | Accuracy and Intrusiveness in Data-Driven Violin Players Skill Levels Prediction: MOCAP Against MYO Against KINECT. | Vincenzo Stefano D'Amato, Erica Volta, Luca Oneto, Gualtiero Volpe, Antonio Camurri, Davide Anguita |