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ORCIDLA-CCI 2017: Arequipa, Peru
- IEEE Latin American Conference on Computational Intelligence, LA-CCI 2017, Arequipa, Peru, November 8-10, 2017. IEEE 2017, ISBN 978-1-5386-3734-0
- Hugo Alatrista-Salas
, Bruno Esposito, Miguel Núñez-del-Prado, Maria Valdivieso:
Measuring the gender discrimination: A machine learning approach. 1-6 - Guilherme Costa Silva, Joao L. R. Silva, Adriano Chaves Lisboa, Douglas A. G. Vieira, Rodney R. Saldanha:
Advanced fuzzy time series applied to short term load forecasting. 1-6 - Matheus Gutoski, Manassés Ribeiro, Nelson Marcelo Romero Aquino, André Eugênio Lazzaretti, Heitor Silvério Lopes:
A clustering-based deep autoencoder for one-class image classification. 1-6 - João Roberto Bertini Jr.:
A methodology for enhancing data quality for classification purposes using attribute-based decision graphs. 1-6 - Rodrigo P. Monteiro, Gabriel A. Lima, José P. G. Oliveira, Daniel S. C. Cunha, Carmelo J. A. Bastos Filho:
Accelerating the convergence of adaptive filters for active noise control using particle swarm optimization. 1-6 - Alma Y. Alanis, Nancy Arana-Daniel, Carlos López-Franco, Marco Antonio Pérez Cisneros, Edgar N. Sánchez:
PSO for parametric identification of rotatory induction motors using experimental data with unknown time-delays. 1-6 - Carlos Alberto de S. P. Rodrigues, Cássio Dener N. Vinhal, Gelson da Cruz:
Fully convolutional networks for segmenting images from an embedded camera. 1-6 - José Alfredo Ferreira Costa, Antonio Paulo Vieira Pinto, Joao Ribeiro de Andrade, Marcial Guerra de Medeiros:
Clustering of regional HDI data using Self-Organizing Maps. 1-6 - Gerrit Kasper, Diego de Siqueira Braga, Denis Mayr Lima Martins, Bernd Hellingrath:
User profile acquisition: A comprehensive framework to support personal information agents. 1-6 - Luiz Felipe Vieira Verçosa, Carmelo José Albanez Bastos Filho, Rodrigo P. Monteiro:
Combining a novel feeding operator and recent advances to improve the fish school search. 1-6 - Jan Franco Llerena Quenaya, Cristian Jose Lopez Del Alamo:
Non-rigid 3D shape classification based on convolutional neural networks. 1-6 - Vinicius Carius de Souza, Leonardo Goliatt, Priscila V. Z. Capriles Goliatt:
Clustering algorithms applied on analysis of protein molecular dynamics. 1-6 - Alvaro David Orjuela-Cañón, Andrés Felipe Ruiz Olaya, Leonardo Forero:
Deep neural network for EMG signal classification of wrist position: Preliminary results. 1-5 - Sávio Menezes Sampaio, Celso G. Camilo-Junior:
IVF/NSGAII: In vitro fertilization method coupled to NSGAII. 1-6 - Diogo L. da Silva, Leticia M. Seijas, Carmelo J. A. Bastos Filho:
Pedestrian detection in digital videos using committee of motion feature extractors. 1-6 - Jesús Lovón-Melgarejo, Manuel Castillo-Cara, Luis Orozco-Barbosa, Ismael García-Varea:
Supervised learning algorithms for indoor localization fingerprinting using BLE4.0 beacons. 1-6 - Tiago Lima, Bruno J. T. Fernandes, Pablo V. A. Barros:
Human action recognition with 3D convolutional neural network. 1-6 - Vanessa Gironda Aquize, Eduardo Emery, Fernando Buarque de Lima Neto:
Self-organizing maps for anomaly detection in fuel consumption. Case study: Illegal fuel storage in Bolivia. 1-6 - Gonzalo Urcid, Rocio Morales-Salgado, Gerhard X. Ritter:
Multivariate data mapping based on dendritic lattice associative memories. 1-6 - Simon Wessing, Mike Preuss:
The true destination of EGO is multi-local optimization. 1-6 - Matheus R. D. Ullmann, Kayo F. Pimentel, Leonardo A. de Melo, Gelson da Cruz, Cássio Dener N. Vinhal:
Comparison of PSO variants applied to large scale optimization problems. 1-6 - Breno Augusto De Melo Menezes, Fabian Wrede, Herbert Kuchen, Fernando Buarque de Lima Neto:
Parameter selection for swarm intelligence algorithms - Case study on parallel implementation of FSS. 1-6 - Alynne C. Saraiva de Queiroz, José Alfredo F. Costa:
Knowledge extraction from time series of electric energy demand using temporal data mining. 1-6 - Rafael de Paula Garcia, Beatriz Souza Leite Pires de Lima, Afonso Celso de Castro Lemonge:
A surrogate assisted differential evolution to solve constrained optimization problems. 1-6 - Igor Santos, Nadia Nedjah, Luiza de Macedo Mourelle:
Sentiment analysis using convolutional neural network with fastText embeddings. 1-5 - Igor S. Farias, Bruno J. T. Fernandes, Edison Q. Albuquerque, Byron Leite Dantas Bezerra:
Tracking and counting of vehicles for flow analysis from urban traffic videos. 1-6 - Yves M. Galvão, Vinicius A. Albuquerque, Bruno J. T. Fernandes, Mêuser J. S. Valença:
Anomaly detection in smart houses: Monitoring elderly daily behavior for fall detecting. 1-6 - Denis Mayr Lima Martins, Gottfried Vossen, Fernando Buarque de Lima Neto:
Learning database queries via intelligent semiotic machines. 1-6 - Janderson Ferreira, Milla S. A. Ferro, Bruno J. T. Fernandes, Mêuser J. S. Valença, Carmelo José Albanez Bastos Filho, Pablo V. A. Barros:
Extreme learning machine autoencoder for data augmentation. 1-6 - Cecilia F. Silva, Clauirton A. Siebra:
An investigation on the use of convolutional neural network for image classification in embedded systems. 1-6 - Gildo F. Dantas, Sergio C. Oliveira:
Development of a smartphone controlled quadrotor: A testbed for autonomous applications. 1-6 - Flavio Muñoz, Edgar N. Sánchez, Yudong Xia, Shiming Deng:
Real-time neural optimal controller for a direct expansion (DX) air conditioning (A/C) system. 1-6 - Danilo R. B. Araujo, Gustavo H. P. S. de Barros, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho:
Surrogate models assisted by neural networks to assess the resilience of networks. 1-6 - Cristian Rodriguez Rivero, Yván Túpac, Julián A. Pucheta, Gustavo Juárez, Leonardo Franco, Paula Otaño:
Time-series prediction with BEMCA approach: Application to short rainfall series. 1-6 - M. Estefanía Pereyra, Gastón Araguás, Miroslav Kulich:
Sequential path planning for a formation of mobile robots with split and merge. 1-6 - Paulo Filipe Candido Barbosa, Luis Menezes:
SPEA - MA: A social evolutionary algorithm for managing multiple transmissions. 1-7 - Joelmir Ramos da Costa, Nadia Nedjah, Luiza de Macedo Mourelle, Daniel Ramos da Costa:
Crowd abnormal detection using artificial bacteria colony and Kohonen's neural network. 1-6 - Pedro Henrique Silva Coutinho, Thiago P. das Chagas:
Proposal of new hybrid fuzzy clustering algorithms - Application to breast cancer dataset. 1-6 - Leandro Takeshi F. Hattori, César Manuel Vargas Benítez, Heitor Silvério Lopes:
A deep bidirectional long short-term memory approach applied to the protein secondary structure prediction problem. 1-6 - Luis Mantilla, Yessenia Yari:
Multispectral images segmentation using fuzzy probabilistic local cluster for unsupervised clustering. 1-5 - Reynaldo Alfonte Zapana, Cristian Lopez Del Alamo, Jan Franco Llerena Quenaya, Ana Maria Cuadros Valdivia:
Characterization of climatological time series using autoencoders. 1-6 - Marcos A. C. Oliveira, Diego Pinheiro, Mariana Macedo, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Better exploration-exploitation pace, better swarm: Examining the social interactions. 1-6 - Nelson Marcelo Romero Aquino, Manassés Ribeiro, Matheus Gutoski, César Manuel Vargas Benítez, Heitor Silvério Lopes:
A gene expression programming approach for evolving multi-class image classifiers. 1-6 - Samuel Sobral dos Santos, Hatus Vianna Wanderley, Fernando Buarque de Lima Neto:
Automatic flow signal analysis for airway secretion detection in ventilator-dependent patients with artificial immunological systems. 1-5 - Fábio A. Procópio de Paiva, Cláudio R. M. Silva, Izabele V. O. Leite, Marcos H. F. Marcone, José Alfredo F. Costa:
Modified bat algorithm with cauchy mutation and elite opposition-based learning. 1-6 - Yanne Micaele Gomes Soares, Roberta Andrade de Araújo Fagundes:
Software time estimation using regression methods. 1-6 - Rocio Ochoa-Montiel, Miguel Ángel Carrasco-Aguilar, Carlos Sánchez-López, Francisco Javier Albores-Velasco, F. E. Morales-Lopez, Leticia Flores-Pulido:
Images segmentation by using differential evolution with constraints handling. 1-6 - Pedro B. Santos, Mariana Macedo, Elliackin M. N. Figueiredo, Clodomir J. Santana Jr., Fabiana Soares, Hugo Siqueira, Alexandre Magno Andrade Maciel, Anuradha Gokhale, Carmelo J. A. Bastos Filho:
Application of PSO-based clustering algorithms on educational databases. 1-6 - Oscar Quispe, Alexander Ocsa, Ricardo Coronado:
Latent semantic indexing and convolutional neural network for multi-label and multi-class text classification. 1-6 - Alexander Ocsa, Jose Luis Huillca, Ricardo Coronado, Oscar Quispe, Carlos Arbieto, Cristian Lopez:
Approximate nearest neighbors by deep hashing on large-scale search: Comparison of representations and retrieval performance. 1-6 - Ludmila Junca Lopes, Gustavo Maia de Almeida:
Clustering techniques applied to detection of inefficiency in electrical submersible pumps startup. 1-5 - Larbi Djilali, Oscar J. Suarez, Edgar N. Sánchez, Alma Y. Alanis, Aldo Pardo García:
Real-time neural backstepping control for a helicopter prototype. 1-6 - Rodrigo Barbosa de Santis, Eduardo Pestana de Aguiar, Leonardo Goliatt da Fonseca:
Predicting material backorders in inventory management using machine learning. 1-6
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