| 2021 | Deep Learning Applications on Cybersecurity. | Carlos Lago, Rafael Romn, Iker Pastor-Lpez, Borja Sanz-Urquijo, Alberto Tellaeche, Pablo Garca Bringas |
| 2021 | Deep Transfer Learning for Interpretable Chest X-Ray Diagnosis. | Carlos Lago, Iigo Lopez-Gazpio, Enrique Onieva |
| 2021 | Applying Vector Symbolic Architecture and Semiotic Approach to Visual Dialog. | Alexey K. Kovalev, Makhmud Shaban, Anfisa A. Chuganskaya, Aleksandr I. Panov |
| 2021 | Interurban Electric Vehicle Charging Stations Through Genetic Algorithms. | Jaume Jordn, Pasqual Mart, Javier Palanca, Vicente Julin, Vicente J. Botti |
| 2021 | Hybrid Deep Learning Approach for Efficient Outdoor Parking Monitoring in Smart Cities. | Alberto Tellaeche Iglesias, Iker Pastor-Lpez, Borja Sanz-Urquijo, Pablo Garca Bringas |
| 2021 | Counter Intituive COVID-19 Propagation Dynamics in Brazil. | Manuel Graa, Goizalde Badiola-Zabala, Jos Manuel Lpez-Guede |
| 2021 | Window Size Optimization for Gaussian Processes in Large Time Series Forecasting. | Juan Luis Gmez-Gonzlez, Miguel Crdenas-Montes |
| 2021 | More Interpretable Decision Trees. | Eugene Gilmore, Vladimir Estivill-Castro, Ren Hexel |
| 2021 | Unsupervised Learning Approach for pH Anomaly Detection in Wastewater Treatment Plants. | Diogo Gigante, Pedro Oliveira, Bruno Fernandes, Frederico Lopes, Paulo Novais |
| 2021 | A Preliminary Analysis on Software Frameworks for the Development of Spiking Neural Networks. | ngel Miguel Garca-Vico, Francisco Herrera |
| 2021 | Hybrid Model to Calculate the State of Charge of a Battery. | Mara Teresa Garca-Ords, David Yeregui Marcos del Blanco, Jos Aveleira-Mata, Francisco Zayas-Gato, Esteban Jove, Jos Lus Casteleiro-Roca, Hctor Quintin, Jos Lus Calvo-Rolle, Hctor Alaiz-Moretn |
| 2021 | A Non-parametric Fisher Kernel. | Pau Figuera, Pablo Garca Bringas |
| 2021 | Hybrid Intelligent Model for Switching Modes Classification in a Half-Bridge Buck Converter. | Luis Alfonso Fernndez-Serantes, Jos Lus Casteleiro-Roca, Dragan Simic, Jos Lus Calvo-Rolle |
| 2021 | PSO-PARSIMONY: A New Methodology for Searching for Accurate and Parsimonious Models with Particle Swarm Optimization. Application for Predicting the Force-Displacement Curve in T-stub Steel Connections. | Julio Fernndez-Ceniceros, Andrs Sanz-Garca, Alpha V. Perna-Espinoza, Francisco Javier Martnez de Pisn |
| 2021 | Optimization of Warehouse Layout for the Minimization of Operation Times. | Jon Daz, Haizea Rodriguez, Jenny Fajardo Caldern, Ignacio Angulo, Enrique Onieva |
| 2021 | Companion Losses for Deep Neural Networks. | David Daz-Vico, ngela Fernndez, Jos R. Dorronsoro |
| 2021 | Document Similarity by Word Clustering with Semantic Distance. | Toshinori Deguchi, Naohiro Ishii |
| 2021 | Remaining Useful Life Estimation Using a Recurrent Variational Autoencoder. | Nahuel Costa, Luciano Snchez |
| 2021 | An Effective Hybrid Genetic Algorithm for Solving the Generalized Traveling Salesman Problem. | Ovidiu Cosma, Petrica C. Pop, Laura Cosma |
| 2021 | Managing Gene Expression in Evolutionary Algorithms with Gene Regulatory Networks. | Michael Cilliers, Duncan A. Coulter |
| 2021 | Personal Cognitive Assistant: Personalisation and Action Scenarios Expansion. | Elena Chistova, Margarita Suvorova, Gleb Kiselev, Ivan V. Smirnov |
| 2021 | Predictive Maintenance of Vehicle Fleets Using Hierarchical Modified Fuzzy Support Vector Machine for Industrial IoT Datasets. | Arindam Chaudhuri, Soumya K. Ghosh |
| 2021 | Slicer: Feature Learning for Class Separability with Least-Squares Support Vector Machine Loss and COVID-19 Chest X-Ray Case Study. | David Charte, Ivn Sevillano-Garca, Mara Jess Lucena-Gonzlez, Jos Luis Martn-Rodrguez, Francisco Charte, Francisco Herrera |
| 2021 | Classification of Burrs Using Contour Features of Image in Milling Workpieces. | Virginia Riego-Del Castillo, Lidia Snchez-Gonzlez, Claudia lvarez-Aparicio |
| 2021 | Simple Meta-optimization of the Feature MFCC for Public Emotional Datasets Classification. | Enrique A. de la Cal, Alberto Gallucci, Jos Ramn Villar, Kaori Yoshida, Mario Koeppen |