Table of Contents

• Modified bat algorithm with cauchy mutation and elite opposition-based learningFábio A. P. Paiva, Claudio R. M. Silva, Izabele V. O. Leite, Marcos H. F. Marcone, Jose A. F. Costa. 1-6 [doi]
• Learning database queries via intelligent semiotic machinesDenis Mayr Lima Martins, Gottfried Vossen, Fernando Buarque de Lima Neto. 1-6 [doi]
• Clustering techniques applied to detection of inefficiency in electrical submersible pumps startupLudmila Junca Lopes, Gustavo Maia de Almeida. 1-5 [doi]
• Proposal of new hybrid fuzzy clustering algorithms - Application to breast cancer datasetPedro Henrique S. Coutinho, Thiago P. das Chagas. 1-6 [doi]
• Sentiment analysis using convolutional neural network with fastText embeddingsIgor Santos, Nadia Nedjah, Luiza de Macedo Mourelle. 1-5 [doi]
• Self-organizing maps for anomaly detection in fuel consumption. Case study: Illegal fuel storage in BoliviaVanessa Gironda Aquize, Eduardo Emery, Fernando Buarque de Lima Neto. 1-6 [doi]
• Characterization of climatological time series using autoencodersReynaldo Alfonte Zapana, Cristian Lopez del Alamo, Jan Franco Llerena Quenaya, Ana Maria Cuadros Valdivia. 1-6 [doi]
• Extreme learning machine autoencoder for data augmentationJanderson Ferreira, Milla S. A. Ferro, Bruno J. T. Fernandes, Mêuser J. S. Valença, Carmelo José Albanez Bastos Filho, Pablo V. A. Barros. 1-6 [doi]
• Tracking and counting of vehicles for flow analysis from urban traffic videosIgor S. Farias, Bruno J. T. Fernandes, Edison Q. Albuquerque, Byron Leite Dantas Bezerra. 1-6 [doi]
• Accelerating the convergence of adaptive filters for active noise control using particle swarm optimizationRodrigo P. Monteiro, Gabriel A. Lima, José P. G. Oliveira, Daniel S. C. Cunha, Carmelo J. A. Bastos Filho. 1-6 [doi]
• Knowledge extraction from time series of electric energy demand using temporal data miningAlynne C. Saraiva de Queiroz, José Alfredo F. Costa. 1-6 [doi]
• Images segmentation by using differential evolution with constraints handlingRocio Ochoa-Montiel, Miguel Ángel Carrasco-Aguilar, Carlos Sánchez-López, Francisco Javier Albores-Velasco, F. E. Morales-Lopez, Leticia Flores-Pulido. 1-6 [doi]
• Surrogate models assisted by neural networks to assess the resilience of networksDanilo R. B. Araujo, Gustavo H. P. S. de Barros, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho. 1-6 [doi]
• Approximate nearest neighbors by deep hashing on large-scale search: Comparison of representations and retrieval performanceAlexander Ocsa, Jose Luis Huillca, Ricardo Coronado, Oscar Quispe, Carlos Arbieto, Cristian Lopez. 1-6 [doi]
• Time-series prediction with BEMCA approach: Application to short rainfall seriesCristian Rodrìguez Rivero, Yván Túpac, Julián A. Pucheta, Gustavo Juárez, Leonardo Franco, Paula Otano. 1-6 [doi]
• Comparison of PSO variants applied to large scale optimization problemsMatheus R. D. Ullmann, Kayo F. Pimentel, Leonardo A. de Melo, Gelson da Cruz, Cássio Dener N. Vinhal. 1-6 [doi]
• A deep bidirectional long short-term memory approach applied to the protein secondary structure prediction problemLeandro Takeshi F. Hattori, César Manuel Vargas Benítez, Heitor Silvério Lopes. 1-6 [doi]
• Crowd abnormal detection using artificial bacteria colony and Kohonen's neural networkJoelmir Ramos da Costa, Nadia Nedjah, Luiza de Macedo Mourelle, Daniel Ramos da Costa. 1-6 [doi]
• An investigation on the use of convolutional neural network for image classification in embedded systemsCecilia F. Silva, Clauirton A. Siebra. 1-6 [doi]
• Real-time neural backstepping control for a helicopter prototypeLarbi Djilali, Oscar J. Suarez, Edgar N. Sánchez, Alma Y. Alanis, Aldo Pardo García. 1-6 [doi]
• SPEA - MA: A social evolutionary algorithm for managing multiple transmissionsPaulo Filipe Candido Barbosa, Luis Menezes. 1-7 [doi]
• Pedestrian detection in digital videos using committee of motion feature extractorsDiogo L. da Silva, Leticia M. Seijas, Carmelo J. A. Bastos Filho. 1-6 [doi]
• A surrogate assisted differential evolution to solve constrained optimization problemsRafael de Paula Garcia, Beatriz Souza Leite Pires de Lima, Afonso Celso de Castro Lemonge. 1-6 [doi]
• Anomaly detection in smart houses: Monitoring elderly daily behavior for fall detectingYves M. Galvao, Vinicius A. Albuquerque, Bruno J. T. Fernandes, Meuser J. S. Valenca. 1-6 [doi]
• Application of PSO-based clustering algorithms on educational databasesPedro Santos, Mariana Macedo, Elliackin M. N. Figueiredo, Clodomir J. Santana, Fabiana Soares, Hugo Siqueira, Alexandre Maciel, Anuradha Gokhale, Carmelo J. A. Bastos Filho. 1-6 [doi]
• Combining a novel feeding operator and recent advances to improve the fish school searchLuiz F. V. Verçosa, Carmelo José Albanez Bastos Filho, Rodrigo P. Monteiro. 1-6 [doi]
• A gene expression programming approach for evolving multi-class image classifiersNelson Marcelo Romero Aquino, Manassés Ribeiro, Matheus Gutoski, César Manuel Vargas Benítez, Heitor Silvério Lopes. 1-6 [doi]
• Advanced fuzzy time series applied to short term load forecastingGuilherme Costa Silva, Joao L. R. Silva, Adriano Chaves Lisboa, Douglas A. G. Vieira, Rodney R. Saldanha. 1-6 [doi]
• PSO for parametric identification of rotatory induction motors using experimental data with unknown time-delaysAlma Y. Alanis, Nancy Arana-Daniel, Carlos López-Franco, Marco A. Pérez Cisneros, Edgar N. Sánchez. 1-6 [doi]
• User profile acquisition: A comprehensive framework to support personal information agentsGerrit Kasper, Diego de Siqueira Braga, Denis Mayr Lima Martins, Bernd Hellingrath. 1-6 [doi]
• Human action recognition with 3D convolutional neural networkTiago Lima, Bruno J. T. Fernandes, Pablo V. A. Barros. 1-6 [doi]
• Latent semantic indexing and convolutional neural network for multi-label and multi-class text classificationOscar Quispe, Alexander Ocsa, Ricardo Coronado. 1-6 [doi]
• Measuring the gender discrimination: A machine learning approachHugo Alatrista Salas, Bruno Esposito, Miguel Núñez-del-Prado, Maria Valdivieso. 1-6 [doi]
• Supervised learning algorithms for indoor localization fingerprinting using BLE4.0 beaconsJesús Lovón-Melgarejo, Manuel Castillo-Cara, Luis Orozco-Barbosa, Ismael García-Varea. 1-6 [doi]
• Non-rigid 3D shape classification based on convolutional neural networksJan Franco Llerena Quenaya, Cristian Jose Lopez Del Alamo. 1-6 [doi]
• Deep neural network for EMG signal classification of wrist position: Preliminary resultsAlvaro David Orjuela-Cañón, Andrés Felipe Ruiz Olaya, Leonardo Forero. 1-5 [doi]
• Sequential path planning for a formation of mobile robots with split and mergeM. Estefanía Pereyra, Gastón Araguás, Miroslav Kulich. 1-6 [doi]
• Predicting material backorders in inventory management using machine learningRodrigo Barbosa de Santis, Eduardo Pestana de Aguiar, Leonardo Goliatt da Fonseca. 1-6 [doi]
• Multispectral images segmentation using fuzzy probabilistic local cluster for unsupervised clusteringLuis Mantilla, Yessenia Yari. 1-5 [doi]
• Multivariate data mapping based on dendritic lattice associative memoriesGonzalo Urcid, Rocio Morales-Salgado, Gerhard X. Ritter. 1-6 [doi]
• Real-time neural optimal controller for a direct expansion (DX) air conditioning (A/C) systemFlavio Muñoz, Edgar N. Sánchez, Yudong Xia, Shiming Deng. 1-6 [doi]
• Clustering algorithms applied on analysis of protein molecular dynamicsVinicius Carius de Souza, Leonardo Goliatt, Priscila V. Z. Capriles Goliatt. 1-6 [doi]
• Development of a smartphone controlled quadrotor: A testbed for autonomous applicationsGildo F. Dantas, Sergio C. Oliveira. 1-6 [doi]
• IVF/NSGAII: In vitro fertilization method coupled to NSGAIISavio Menezes Sampaio, Celso G. Camilo. 1-6 [doi]
• A methodology for enhancing data quality for classification purposes using attribute-based decision graphsJoão Roberto Bertini Jr.. 1-6 [doi]
• Clustering of regional HDI data using Self-Organizing MapsJosé Alfredo Ferreira Costa, Antonio Paulo Vieira Pinto, Joao Ribeiro de Andrade, Marcial Guerra de Medeiros. 1-6 [doi]
• A clustering-based deep autoencoder for one-class image classificationMatheus Gutoski, Manassés Ribeiro, Nelson Marcelo Romero Aquino, André Eugênio Lazzaretti, Heitor Silvério Lopes. 1-6 [doi]
• Better exploration-exploitation pace, better swarm: Examining the social interactionsMarcos A. C. Oliveira, Diego Pinheiro, Mariana Macedo, Carmelo J. A. Bastos Filho, Ronaldo Menezes. 1-6 [doi]
• Fully convolutional networks for segmenting images from an embedded cameraCarlos Alberto de S. P. Rodrigues, Cássio Dener N. Vinhal, Gelson da Cruz. 1-6 [doi]
• The true destination of EGO is multi-local optimizationSimon Wessing, Mike Preuss. 1-6 [doi]
• Software time estimation using regression methodsYanne Micaele Gomes Soares, Roberta Andrade de Araújo Fagundes. 1-6 [doi]
• Parameter selection for swarm intelligence algorithms - Case study on parallel implementation of FSSBreno Augusto De Melo Menezes, Fabian Wrede, Herbert Kuchen, Fernando Buarque de Lima Neto. 1-6 [doi]
• Automatic flow signal analysis for airway secretion detection in ventilator-dependent patients with artificial immunological systemsSamuel Sobral dos Santos, Hatus Vianna Wanderley, Fernando Buarque de Lima Neto. 1-5 [doi]