| 2021 | Detection of Alzheimer's Disease Versus Mild Cognitive Impairment Using a New Modular Hybrid Neural Network. | Alberto Sosa-Marrero, Ylermi Cabrera-Len, Pablo Fernndez Lpez, Patricio Garca Bez, Juan Luis Navarro Mesa, Carmen Paz Surez Araujo |
| 2021 | Features Selection for Fall Detection Systems Based on Machine Learning and Accelerometer Signals. | Carlos A. Silva, Rodolfo Garca-Bermdez, Eduardo Casilari |
| 2021 | High-Dimensional Data Clustering with Fuzzy C-Means: Problem, Reason, and Solution. | Yinghua Shen, Hanyu E, Tianhua Chen, Zhi Xiao, Bingsheng Liu, Yuan Chen |
| 2021 | Rendering Scenes for Simulating Adverse Weather Conditions. | Prithwish Sen, Anindita Das, Nilkanta Sahu |
| 2021 | Context-Aware Graph Convolutional Autoencoder. | Asma Sattar, Davide Bacciu |
| 2021 | Learning Image Segmentation from Few Annotations - A REPTILE Application. | Hctor F. Satizbal, Andrs Prez-Uribe |
| 2021 | Feature and Time Series Extraction in Artificial Neural Networks for Arousal Detection from Electrodermal Activity. | Roberto Snchez-Reolid, Francisco Lpez de la Rosa, Daniel Snchez-Reolid, Mara T. Lpez, Antonio Fernndez-Caballero |
| 2021 | Facial Expression Interpretation in ASD Using Deep Learning. | Pablo Salgado, Oresti Banos, Claudia Villalonga |
| 2021 | A New Detector Based on Alpha Integration Decision Fusion. | Addisson Salazar, Gonzalo Safont, Nancy Vargas, Luis Vergara |
| 2021 | P300 Characterization Through Granger Causal Connectivity in the Context of Brain-Computer Interface Technologies. | Vanessa Salazar, Vinicio Changoluisa, Francisco B. Rodrguez |
| 2021 | A BERT Based Approach for Arabic POS Tagging. | Rakia Saidi, Fethi Jarray, Mahmud Mansour |
| 2021 | On Effects of Compression with Hyperdimensional Computing in Distributed Randomized Neural Networks. | Antonello Rosato, Massimo Panella, Evgeny Osipov, Denis Kleyko |
| 2021 | Deep Learning Based Neural Network for Six-Class-Classification of Alzheimer's Disease Stages Based on MRI Images. | Tim Rrup, Ignacio Rojas, Hctor Pomares, Peter Glsektter |
| 2021 | Deep Learning for Diabetic Retinopathy Prediction. | Ciro Rodriguez-Leon, William Arevalo, Oresti Banos, Claudia Villalonga |
| 2021 | A Study of the Correlation of Metafeatures Used for Metalearning. | Adriano Rivolli, Lus Paulo F. Garcia, Ana Carolina Lorena, Andr C. P. L. F. de Carvalho |
| 2021 | Implementation of Data Stream Classification Neural Network Models Over Big Data Platforms. | Fernando Puentes-Marchal, Mara Dolores Prez-Godoy, Pedro Gonzlez, Mara Jos del Jesus |
| 2021 | Patch-Wise Semantic Segmentation of Sedimentation from High-Resolution Satellite Images Using Deep Learning. | Tahmid Hasan Pranto, Abdulla All Noman, Asaduzzaman Noor, Ummeh Habiba Deepty, Rashedur M. Rahman |
| 2021 | Sensitivity Analysis of an Empirical Agent-Based Model of District Heating Network Adoption. | Gary Polhill, Doug Salt, Tony Craig, Ruth Wilson, Kathryn Colley |
| 2021 | Autonomous Driving of a Rover-Like Robot Using Neuromorphic Computing. | Enrique Piero-Fuentes, Salvador Canas-Moreno, Antonio Rios-Navarro, Tobi Delbruck, Alejandro Linares-Barranco |
| 2021 | Features as Keypoints and How Fuzzy Transforms Retrieve Them. | Irina Perfilieva, David Adamczyk |
| 2021 | Frailty Level Prediction in Older Age Using Hand Grip Strength Functions Over Time. | Elsa Prez, Jose E. Torres Rangel, Marta Must, Carlos Prez, Oscar Macho, Francisco S. del Corral Guijarro, Aris Somoano, Cristina Gianella, Luis Ramrez, Andreu Catal |
| 2021 | Prediction of Air Pollution Using LSTM. | Stanislaw Osowski |
| 2021 | On the Use of Fuzzy Metrics for Robust Model Estimation: A RANSAC-Based Approach. | Alberto Ortiz, Esa Ortiz, Juan-Jos Miana, scar Valero |
| 2021 | Predictive Ability of Response Surface Methodology (RSM) and Artificial Neural Network (ANN) to Approximate Biogas Yield in a Modular Biodigester. | Modestus O. Okwu, Lagouge Kwanda Tartibu, Olusegun David Samuel, Henry O. Omoregbee, Anna E. Ivbanikaro |
| 2021 | A Safe and Effective Tuning Technique for Similarity-Based Fuzzy Logic Programs. | Gins Moreno, Jos A. Riaza |