Table of Contents

• Probabilistic Multistep Time Series Forecasting Using Conditional Generative Adversarial NetworksGerardo Zúñiga, Gonzalo Acuña. 1-6 [doi]
• A Systematic Mapping of Smart Farming and Image Recognition in AgricultureBruno Gutierrez Ríos, Gloria Millaray J. Curilem Saldías. 1-6 [doi]
• Neural Sliding Mode Block Control of Single-Phase Induction MotorsJorge P. Vega, Edgar N. Sánchez, Alexander G. Loukianov, Larbi Djilali. 1-6 [doi]
• Development of a computer platform for the enrichment of cultural environments using VR and ARKarens Medrano, Rene Tejada, Bruno González. 1-6 [doi]
• A novel Encoder-Decoder structure for Time Series analysis based on Bayesian Uncertainty reductionRicardo Llugsi, Samira El Yacoubi, Allyx Fontaine, Pablo Lupera. 1-6 [doi]
• PM2.5 prediction with Recurrent Neural Networks and Data AugmentationAnibal Flores, José Valeriano-Zapana, Victor Yana-Mamani, Hugo Tito-Chura. 1-6 [doi]
• A practical Deep Learning approach to assist COVID-19 detection based on Chest X-ray imagesThiago Fellipe Ortiz de Camargo, Paulo Victor dos Santos, Sthefanie Monica Premebida, Guilherme Alberto Sousa Ribeiro, Mayler Olombrada, Vinicios Roberto Soares, Rommel Melgaço Barbosa, Wesley Calixto Pacheco, Cleomar Rocha, Cristhiane Gonçalves, Fernanda Cristina Corrêa, Virgínia Helena Varotto Baroncini, Marcella Scoczynski Ribeiro Martins. 1-7 [doi]
• Identifying Process Graphs Properties with Network Science MetricsLuiz Felipe Vieira Verçosa, Renato Cirne, Carmelo José Albanez Bastos Filho, Byron Leite Dantas Bezerra. 1-6 [doi]
• Improving Neural Style Transfer by Incorporating Mid-Level RepresentationJordan Raji Lazo Cahua, José Eduardo Ochoa Luna. 1-6 [doi]
• Towards best default configuration settings for NMPSO in multi-objective optimizationRodrigo Marinao-Rivas, Mauricio Zambrano-Bigiarini. 1-6 [doi]
• Machine Learning Techniques to Determine Mutation Impact in Proteins Associated to NeurofibromatosisHaider Rodríguez Pinto, Tatiana Tellez Silva, Alvaro David Orjuela-Cañón. 1-4 [doi]
• Sentiment Analysis on Brazilian Portuguese User ReviewsFrederico Dias Souza, João Baptista de Oliveira e Souza Filho. 1-6 [doi]
• Bayesian autoregressive spectral estimationAlejandro Cuevas, Sebastián López, Danilo P. Mandic, Felipe A. Tobar. 1-7 [doi]
• Modelling the Social Interactions in Grey Wolf OptimizerRodrigo C. Lira, Mariana Macedo, Hugo Valadares Siqueira, Ronaldo Menezes, Carmelo J. A. Bastos Filho. 1-6 [doi]
• Towards explainable artificial intelligence for the leukemia subtype recognitionRocío Ochoa-Montiel, Gustavo Olague, Humberto Sossa. 1-6 [doi]
• Subset Feature Selection with Structural VariablesJuan A. Urrutia, Pablo A. Estévez, Jorge R. Vergara. 1-6 [doi]
• Time Series Imputation by Nature and by DecompositionSilvana Mara Ribeiro, Cristiano Leite de Castro. 1-6 [doi]
• Inverse Impulsive Optimal Neural Control for Complex Networks Applied to Epidemic Influenza Type A ModelNancy F. Ramirez, Alma Y. Alanis, Esteban Abelardo Hernández-Vargas, Daniel Rios-Rivera. 1-6 [doi]
• Covid-19 Automatic Test through Human BreathingRui Faria, E. J. Solteiro Pires, Argentina Leite, Tatiana Saraiva. 1-5 [doi]
• Industrial case study of causal modeling of continuous casting and lamination of steel tubesDanilo A. Caldeira Silva, Turíbio Tanus Salis, Antônio Pádua Braga. 1-6 [doi]
• Classification of Respiration Sounds Using Deep Pre-trained Audio EmbeddingsCarlos A. Galindo Meza, Juan A. del Hoyo Ontiveros, Paulo Lopez-Meyer. 1-5 [doi]
• A Hierarchical Ensemble of LSTM-based Autoencoders for Novelty Detection in Passive Sonar SystemsEduardo Sperle Honorato, João Baptista de Oliveira e Souza Filho, Victor Hugo da Silva Muniz. 1-6 [doi]
• LSTM network for the detection of P and S waves in seismic signals from the Nevados de Chillán volcano (Chile)Macarena Garay, Millaray Curilem, Fernando Huenupán, César San Martín, María José Castilla. 1-6 [doi]
• Performance comparison of machine learning models for streamflow forecastingJosé Fernando de Toledo, Patrícia Teixeira Leite Assano, Hugo Valadares Siqueira, Rodrigo Sacchi. 1-6 [doi]
• MapView: Exploring Datasets via Unsupervised View RecommendationBuenos Aires de Carvalho, Denis Mayr Lima Martins, Fernando Buarque de Lima Neto. 1-6 [doi]
• Detection of blue whale vocalisations using a temporal-domain convolutional neural networkBryan Sagredo, Sonia Español-Jiménez, Felipe A. Tobar. 1-5 [doi]
• Feature Vector Design for Music Genre ClassificationVictor Hugo da Silva Muniz, João Baptista de Oliveira, Souza-Filho. 1-6 [doi]
• Fire Detection based on a Two-Dimensional Convolutional Neural Network and Temporal AnalysisPedro Vinícius A. B. De Venâncio, Tamires M. Rezende, Adriano Chaves Lisboa, Adriano V. Barbosa. 1-6 [doi]
• A Survey on Security Concerns and Their Actual Solutions for using FPGAs in Cloud ComputingPaul D. Rosero-Montalvo. 1-6 [doi]
• Classification of cardiovascular signalsTatiana Saraiva, Argentina Leite, E. J. Solteiro Pires, Rui Faria. 1-5 [doi]
• Semantic expansion to improve diversity in query formulationElliot Ide, Cristian Olivares-Rodríguez. 1-6 [doi]
• Use of Fitness Sharing in the Local Rule-Based Explanations MethodDaniel A. Santos, José Augusto Baranauskas, Renato Tinós. 1-6 [doi]
• A Model for Selecting Relevant Topics in Documents Aimed at Compliance ProcessesJoão Alberto Da Silva Amaral, Fernando Buarque de Lima Neto. 1-6 [doi]
• Using Deep Learning Predictors and Latent Dirichlet Allocation to Identify Key Issues Affecting Clients in Chilean RestaurantsAlejandro Ferreira, Walter Gómez, Ronald Kliebs. 1-6 [doi]
• A Propose of Genetic Operators for Quantum Algorithms with Real RepresentationEduardo Dessupoio Moreira Dias, Marley Maria Bernardes Rebuzzi Vellasco. 1-6 [doi]
• High-dimensional Multivariate Time Series Forecasting in IoT Applications using Embedding Non-stationary Fuzzy Time SeriesHugo Vinicius Bitencourt, Frederico Gadelha Guimarães. 1-6 [doi]
• Automatic Feature Engineering Using Self-Organizing MapsEricks da Silva Rodrigues, Denis Mayr Lima Martins, Fernando Buarque de Lima Neto. 1-6 [doi]
• Comparison of Feature Extraction Methods for Brazilian Legal Documents ClusteringJoão Pedro Lima, José Alfredo Ferreira Costa, Diógenes Carlos Araújo. 1-5 [doi]
• A novel Adam approach related to Decoupled Weight Decay (AdamL)Ricardo Llugsi, Samira El Yacoubi, Allyx Fontaine, Pablo Lupera. 1-6 [doi]
• Deep Learning on Automatic Fall DetectionSara Monteiro, Argentina Leite, E. J. Solteiro Pires. 1-6 [doi]
• Evolutionary latent space search for driving human portrait generationBenjamín Machín, Sergio Nesmachnow, Jamal Toutouh. 1-6 [doi]
• Adaptive Gaussian Fuzzy Classifier for Real-Time Emotion Recognition in Computer GamesDaniel F. Leite, Volnei Frigeri Jr., Rodrigo Medeiros. 1-6 [doi]
• Semi-supervised learning for MS MALDI-TOF dataXaviera A. López-Cortés, César A. Astudillo, Camila González, Sebastián Maldonado. 1-4 [doi]
• Towards a Multi-Output Kaizen Programming AlgorithmJimena Ferreira, Ana Inés Torres, Martín Pedemonte. 1-6 [doi]
• A protocol for Brain-Computer Interfaces based on Musical Notes ImageryAnna Montevilla, Guillermo Sahonero-Alvarez. 1-6 [doi]
• Reducing the effort of Evolutionary Calibrator Using Opposite InformationNicolás Rojas-Morales 0001, María-Cristina Riff. 1-6 [doi]
• Detection of weapons using Efficient Net and Yolo v3Anthony Ortiz Ramon, Luis Barba-Guamán. 1-6 [doi]
• Evolutionary multi-objective algorithms for feed resource allocation in dairy systemsGastón Notte, Pablo Chilibroste, Martín Pedemonte, Héctor Cancela. 1-6 [doi]
• A Product Recommendation System for e-ShoppingMuhammad Yasir Imam, Zain ul Abideen Usmani, Arsalan Khan, Osama Usmani. 1-7 [doi]
• EOG Signal Analysis Based on Multi-Label Classification by Neural Network BackpropagationJoão Vitor Ferro Simões, Luiz Henrique de Almeida Mattos, Marcella Scoczynski Ribeiro Martins, Sergio Luiz Stevan. 1-6 [doi]
• Time Series Forecasting using NARX and NARMAX models with shallow and deep neural networksFrancisco Muñoz, Gonzalo Acuña. 1-6 [doi]
• A Hybrid Model With Error Correction for Wind Speed ForecastingTathiana M. Barchi, Lucas Francesco Piccioni Costa, Erickson Diogo Pereira Puchta, Marcella S. R. Martins, Mauren Louise Sguario C. Andrade, Paulo S. G. de Mattos Neto, Hugo Valadares Siqueira. 1-6 [doi]
• Machine learning techniques versus complexity theory in the cerebral haemodynamics of traumatic brain injury patientsMaría Fernanda Lobos Vásquez, Roberth Alcivar Cevallos, Ronney B. Panerai, Max Chacón. 1-6 [doi]
• A hybrid sequential system for inflation forecastingAndré L. S. Xavier, Bruno J. T. Fernandes, João F. L. de Oliveira. 1-6 [doi]
• A Comparison of Convolutional Neural Networks for RR Lyrae Light Curve ClassificationAlfredo Morales, Javier Rojas, Pablo Huijse, Rodrigo Contreras Ramos. 1-6 [doi]