BRACIS - Brazilian Conference on Intelligent Systems

 

We are pleased to invite you to participate in the 6th Brazilian Conference on Intelligent Systems (BRACIS), which will take place on October 2nd to 5th, 2017, in Uberlândia, MG, Brazil. BRACIS is one of the most important events in Brazil for researchers in the field of Artificial and Computational Intelligence. The conference aims to promote theory and applications of Artificial and Computational Intelligence. BRACIS also aims for the promotion of international level research by exchanging scientific ideas among researchers, practitioners, scientists and engineers. The yearly event series started in 2012 from the combination of the Brazilian Symposium on Artificial Intelligence – SBIA (21 editions) and the Brazilian Symposium on Neural Networks – SBRN (12 editions).

 

Submission

Latex and word templates

Formatting instructions, as well as templates for Word and LaTeX, are available at: https://www.ieee.org/conferences_events/conferences/publishing/templates.html .

 

Manuscript information

Submitted papers must be written in English, and not exceed 6 pages, including all tables, figures, and references. The review process will be double-blind, i.e., authors names and institutions should be omitted in the papers.

 

Submit your paper

The submission link is  https://jems.sbc.org.br/jems2/ . Please submit your paper until 22nd May, 2017.

CFP

Final Call For Papers: 6th Brazilian Conference on Intelligent Systems (BRACIS)

Uberlândia, MG, Brazil, October 2 - 5, 2017

*****Deadline Extended to May 22*****

*** Please, note that BRACIS submission is now double-blind ***

The Program Committee of the 6th Brazilian Conference on Intelligent System (BRACIS) invites submissions of original research papers for the conference, to be held in Uberlândia, MG, Brazil, from October 2nd to 5th, 2017.

BRACIS is one of the most important events in Brazil for researchers in the field of Artificial and Computational Intelligence. The conference aims to promote theory and applications of Artificial and Computational Intelligence. BRACIS also aims for the promotion of international level research by exchanging scientific ideas among researchers, practitioners, scientists and engineers.

The yearly event series started in 2012 from the combination of the Brazilian Symposium on Artificial Intelligence – SBIA (21 editions) and the Brazilian Symposium on Neural Networks – SBRN (12 editions).

In 2017, BRACIS will be held in conjunction with:

  • 5th Symposium on Knowledge Discovery, Mining and Learning (KDMile)
  • 14th National Meeting for Artificial and Computational Intelligence (XIV Encontro Nacional de Inteligência Artificial e Computacional - ENIAC)
  • 11th Brazilian Symposium in Information and Human Language Technology (STIL)
  • 32nd Brazilian Symposium on Databases (XXXII Simpósio Brasileiro de Banco de Dados - SBBD)

IMPORTANT DATES

  • Paper submission - May 22nd, 2017
  • Notification to authors - June 26th, 2017
  • Camera-ready copy due - August 11th, 2017

SPECIAL ISSUES

Authors of selected papers will be invited to submit extended versions of their work to be appreciated for publication in special issues after the conference. This year, we will have two special issues:

  • Applied Soft Computing, ISSN: 1568-4946
  • Journal of the Brazilian Computer Society, ISSN: 1678-4804
SUBMISSION DETAILS

Submissions should include significant and previously unpublished research on all aspects of Artificial Intelligence (AI) or Computational Intelligence (CI).

Submitted papers must be written in English, and not exceed 6 pages, including all tables, figures, references, and appendices.

Formatting instructions, as well as templates for Word and LaTeX, are available at https://www.ieee .org/conferences_events/conferences/publishing/templates.html

All submitted papers will be reviewed by at least two experts in the field and accepted papers will be included in the BRACIS proceedings, published by CPS (http://www.computer.org/portal/web/cscps/) and submitted to the IEEE Xplore Digital Library.

The review process will be double-blind (authors names and institutions must be omitted in the papers, as well as other form of information that could inform the authorship of the paper). Only PDF files can be uploaded in the submission system. Papers will be accepted for either oral or poster presentation. However, no distinction will be made between accepted papers in the conference proceedings.

SUBMISSION SYSTEM

JEMS - Journal and Event Management System https://jems.sbc.org.br/jems2/

TOPICS OF INTEREST

Topics of interest include (but are not restricted to):

  • Agent-based and Multi-Agent Systems
  • Cognitive Modeling and Human Interaction
  • Constraints and Search
  • Foundations of AI
  • Distributed AI
  • Information Retrieval, Integration, and Extraction
  • Knowledge Representation and Reasoning (including Commonsense Reasoning, Model-Based Reasoning, Probabilistic Reasoning, Approximate Reasoning)
  • Knowledge Representation and Reasoning in Ontologies and the Semantic Web
  • Logic based Knowledge Representation and Reasoning
  • Natural Language Processing
  • Planning and Scheduling
  • Evolutionary Computation and Metaheuristics
  • Fuzzy Systems
  • Neural Networks
  • Deep Learning
  • Machine Learning and Data Mining
  • Metalearning
  • Molecular and Quantum Computing
  • Pattern Recognition and Cluster Analysis
  • Hybrid Systems
  • Bioinformatics and Biomedical Engineering
  • Combinatorial and Numerical Optimization
  • Computer Vision
  • Education
  • Forecasting
  • Game Playing and Intelligent Interactive Entertainment
  • Intelligent Robotics
  • Multidisciplinary AI and CI

General Chair:

Gina M. B. de Oliveira, Universidade Federal de Uberlândia (gina@ufu.br)

Program Chairs:

Gustavo E. A. P. A. Batista , Universidade de São Paulo (gbatista@icmc.usp.br)

Renato Tinós, Universidade de São Paulo (rtinos@ffclrp.usp.br)

Promotion:

Sociedade Brasileira de Computação (SBC)

Committee
Name Affiliation
Adenilton da Silva Universidade Federal Rural de Pernambuco, Brazil
Adriane Serapião Universidade Estadual Paulista "Júlio de Mesquita Filho" (UNESP), Brazil
Adriano Oliveira Universidade Federal de Pernambuco, Brazil
Adrião Duarte Dória Neto Universidade Federal do Rio Grande do Norte, Brazil
Alexandre Delbem Universidade de São Paulo, Brazil
Alexandre Plastino Universidade Federal Fluminense, Brazil
Aline Paes Universidade Federal Fluminense, Brazil
Aline Villavicencio Universidade Federal do Rio Grande do Sul, Brazil
Alvaro Moreira Universidade Federal do Rio Grande do Sul, Brazil
Amedeo Napoli LORIA, France
Ana Bazzan Universidade Federal do Rio Grande do Sul, Brazil
Ana Casali Universidad Nacional de Rosario, Argentina
Ana Carolina Lorena Universidade Federal de São Paulo, Brazil
Ana Cristina B. Kochem Vendramin Universidade Tecnológica Federal do Paraná, Brazil
Ana Teresa Martins Universidade Federal do Ceara, Brazil
Anderson Rocha Universidade of Campinas (UNICAMP), Brazil
André Coelho Universidade de Fortaleza (UNIFOR), Brazil
André Ponce de Leon F de Carvalho Universidade de São Paulo, Brazil
Andrea Omicini Universita di Bologna, Italy
Anna Costa Universidade de São Paulo, Brazil
Anne Canuto Universidade Federal do Rio Grande do Norte, Brazil
Antonio Carlos da Rocha Costa Universidade Federal do Rio Grande do Sul, Brazil
Aurora Pozo Universidade Federal do Paraná, Brazil
Bianca Zadrozny IBM Research Brazil
Bruno Nogueira Universidade Federal de Mato Grosso do Sul, Brazil
Bruno Souza Universidade Federal do Maranhão, Brazil
Bruno Travencolo Universidade Federal de Uberlandia, Brazil
Carlos Thomaz Centro Universitario da FEI, Brazil
Carolina Paula de Almeida Universidade Estadual do Centro-Oeste do Paraná (UNICENTRO), Brazil
Celia Ralha Universidade de Brasília, Brazil
Celso Kaestner Universidade Tecnológica Federal do Paraná, Brazil
Cesar Tacla Universidade Tecnológica Federal do Paraná, Brazil
Claudio Toledo Universidade de São Paulo, Brazil
Cleber Zanchettin Universidade Federal de Pernambuco, Brazil
Cleo Billa Universidade Federal do Rio Grande, Brazil
Clodoaldo Lima Universidade de São Paulo, Brazil
Danilo Sanches Universidade Tecnológica Federal do Paraná, Brazil
David Martins-Jr Universidade Federal do ABC, Brazil
David Prata Universidade Federal do Tocantins, Brazil
Denis Mauá Universidade de São Paulo, Brazil
Diana Adamatti Universidade Federal do Rio Grande - FURG, Brazil
Eder Mateus Gonçalves Universidade Federal do Rio Grande - FURG, Brazil
Edson Matsubara Universidade Federal de Mato Grosso do Sul, Brazil
Eduardo Goncalves Escola Nacional de Ciências Estatísticas (ENCE/IBGE), Brazil
Eduardo Hruschka Universidade de São Paulo, Brazil
Eduardo Spinosa Universidade Federal do Paraná, Brazil
Edward Hermann Haeusler Pontificia Universidade Catolica do Rio de Janeiro, Brazil
Elizabeth Goldbarg Universidade Federal do Rio Grande do Norte, Brazil
Elizabeth Wanner Centro Federal de Educação Tecnológica de Minas Gerais, Brazil
Emerson Paraiso Pontificia Universidade Catolica do Parana, Brazil
Eraldo Fernandes Universidade Federal de Mato Grosso do Sul, Brazil
Eric Matson Purdue University, USA
Estevam Hruschka Jr. Universidade Federal de São Carlos, Brazil
Eugenio Oliveira Faculdade Engenharia Universidade do Porto, Portugal
Evandro Costa Universidade Federal de Alagoas, Brazil
Fabiano Silva Universidade Federal do Paraná, Brazil
Fabrício Enembreck Pontificia Universidade Catolica do Parana, Brazil
Fabricio Olivetti de França Universidade Federal do ABC, Brazil
Fábio Cozman Universidade de São Paulo, Brazil
Fábio Kepler Universidade Federal do Pampa, Brazil
Federico Barber Universitat Politècnica de València, Spain
Felipe Campelo Universidade Federal de Minas Gerais, Brazil
Fernando Osorio Universidade de São Paulo, Brazil
Fernando Von Zuben Universidade of Campinas (UNICAMP), Brazil
Flavia Bernardini Universidade Federal Fluminense, Brazil
Flavio Tonidandel Centro Universitario da FEI, Brazil
Flávio Soares Corrêa da Silva Universidade de São Paulo, Brazil
Francisco Chicano University of Málaga, Spain
Francisco De Carvalho Centro de Informatica - CIn/UFPE
George Cavalcanti Universidade Federal de Pernambuco, Brazil
Gerson Zaverucha Universidade Federal do Rio de Janeiro, Brazil
Gina Maira B. Oliveira Universidade Federal de Uberlândia, Brazil
Gisele Pappa Universidade Federal de Minas Gerais, Brazil
Gracaliz Dimuro Universidade Federal do Rio Grande, Brazil
Guilherme Barreto Universidade Federal do Ceará, Brazil
Guillermo Simari Universidad Nacional del Sur, Argentina
Gustavo Batista Universidade de São Paulo, Brazil
Gustavo Giménez-Lugo Universidade Tecnológica Federal do Paraná, Brazil
Helder Coelho Universidade de Lisboa, Portugal
Heloisa Camargo Universidade Federal de São Carlos, Brazil
Igor Braga Big Data SA, Brazil
Ivandré Paraboni Universidade de São Paulo, Brazil
João Balsa Fac. Ciências da Universidade de Lisboa, Portugal
João Bertini Universidade of Campinas (UNICAMP), Brazil
João Mendes Moreira Universidade do Porto, Portugal
João Papa Universidade Estadual Paulista "Júlio de Mesquita Filho" (UNESP), Brazil
João Luís Rosa Universidade de São Paulo, Brazil
Jomi Hübner Universidade Federal de Santa Catarina, Brazil
José Augusto Baranauskas Universidade de São Paulo, Brazil
Julio Nievola Pontificia Universidade Catolica do Parana, Brazil
Karina Valdivia-Delgado Universidade de São Paulo, Brazil
Kate Revoredo Universidade Federal do Rio de Janeiro, Brazil
Krysia Broda Imperial College, UK
Laurent Perrussel Université Toulouse 1 Capitole, France
Leliane Nunes de Barros Universidade de São Paulo, Brazil
Li Weigang Universidade de Brasília, Brazil
Lucelene Lopes Pontificia Universidade Catolica do Rio Grande do Sul, Brazil
Luciano Barbosa Universidade Federal de Pernambuco, Brazil
Luiz Henrique Merschmann Universidade Federal de Lavras, Brazil
Luiza Mourelle Universidade Estadual do Rio de Janeiro, Brazil
Marcela Ribeiro Universidade Federal de São Carlos, Brazil
Marcelo Finger Universidade de São Paulo, Brazil
Marcilio de Souto Université d'Orléans, France
Marco Goldbarg Universidade Federal do Rio Grande do Norte, Brazil
Marcos Quiles Universidade Federal de São Paulo, Brazil
Maria do Carmo Nicoletti Universidade Federal de São Carlos, Brazil
Marilton Aguiar Universidade Federal de Pelotas, Brazil
Marley M. B. R. Vellasco Pontificia Universidade Catolica do Rio de Janeiro, Brazil
Márcio Basgalupp Universidade Federal de São Paulo, Brazil
Mário Benevides Universidade Federal do Rio de Janeiro, Brazil
Moacir Ponti Universidade de São Paulo, Brazil
Murilo Naldi Universidade Federal de São Carlos, Brazil
Myriam Delgado Universidade Tecnológica Federal do Paraná, Brazil
Newton Spolaôr Universidade Estadual do Oeste do Paraná, Brazil
Nuno David Instituto Universitário de Lisboa, Portugal
Olivier Boissier ENS Mines Saint-Etienne, France
Patrícia Tedesco Universidade Federal de Pernambuco, Brazil
Patricia Oliveira Universidade de São Paulo, Brazil
Paulo Cavalin IBM Research Brazil
Paulo Ferreira Jr. Universidade Federal de Pelotas, Brazil
Paulo Quaresma Universidade de Évora, Portugal
Paulo Santos Centro Universitário da FEI, Brazil
Paulo Trigo Instituto Superior de Engenharia de Lisboa, Portugal
Paulo Henrique Pisani Universidade de São Paulo, Brazil
Pedro Pereira Rodrigues Faculty of Medicine of the University of Porto, Portugal
Petrucio Viana Universidade Federal Fluminense, Brazil
Rafael Bordini Pontificia Universidade Catolica do Rio Grande do Sul, Brazil
Rafael Parpinelli Universidade do Estado de Santa Catarina, Brazil
Rafael Rossi Universidade do Mato Grosso do Sul, Brazil
Reinaldo Bianchi Centro Universitario da FEI, Brazil
Renata Wassermann Universidade de São Paulo, Brazil
Renato Assuncao Universidade Federal de Minas Gerais, Brazil
Renato Krohling Universidade Federal do Espírito Santo, Brazil
Renato Tinós Universidade de São Paulo, Brazil
Ricardo Cerri Universidade Federal de São Carlos, Brazil
Ricardo Marcacini Universidade do Mato Grosso do Sul, Brazil
Ricardo Prudêncio Universidade Federal de Pernambuco, Brazil
Ricardo Tanscheit Pontificia Universidade Catolica do Rio de Janeiro, Brazil
Richard Gonçalves Universidade Estadual do Centro-Oeste do Paraná (UNICENTRO), Brazil
Roberto Santana University of the Basque Country
Robson Cordeiro Universidade de São Paulo, Brazil
Rodrigo Barros Pontifícia Universidade Católica do Rio Grande do Sul
Rodrigo Mello Universidade de São Paulo, Brazil
Roger Granada Pontifícia Universidade Católica do Rio Grande do Sul, PUCRS
Ronaldo Prati Universidade Federal do ABC, Brazil
Ronnie Alves Instituto Tecnológico Vale, Brazil
Roseli Ap. Francelin Romero Universidade de São Paulo, Brazil
Rui Camacho University of Porto, Portugal
Sandra Sandri Instituto Nacional de Pesquisass Espaciais, Brazil
Sandra Venske Universidade Estadual do Centro-Oeste do Paraná (UNICENTRO), Brazil
Sandro Rigo Universidade do Vale do Rio dos Sinos, Brazil
Sílvia Maia Universidade Federal do Rio Grande do Norte, Brazil
Sílvio Cazella Universidade Federal de Ciências da Saúde de Porto Alegre, Brazil
Silvia Botelho Universidade Federal do Rio Grande, Brazil
Silvia Moraes Pontificia Universidade Catolica do Rio Grande do Sul, Brazil
Solange Rezende Universidade de São Paulo, Brazil
Stefano Ferilli Universita'' di Bari, Italy
Tania Centeno Universidade Tecnológica Federal do Paraná, Brazil
Tatiane Nogueira Universidade Federal da Bahia, Brazil
Teresa Ludermir Universidade Federal de Pernambuco, Brazil
Thiago Pardo Universidade de São Paulo, Brazil
Tiago Almeida Universidade Federal de São Carlos, Brazil
Tiago de Lima University of Artois, France
Valdinei Freire Universidade de São Paulo, Brazil
Valerie Camps Paul Sabatier University, France
Valmir Macario Universidade Federal Rural de Pernambuco, Brazil
Vasco Furtado Universidade de Fortaleza (UNIFOR), Brazil
Vítor Santos Costa Universidade do Porto, Portugal
Vera Lúcia Strube de Lima Pontifícia Universidade Católica do Rio Grande do Sul, Brazil
Viviane Torres da Silva IBM Research, Brazil
Wagner Meira Jr. Universidade Federal de Minas Gerais, Brazil
Wilson de Oliveira Universidade Federal Rural de Pernambuco, Brazil
Zhao Liang Universidade de São Paulo, Brazil
Program
BRACIS 2017
Tuesday, October 3, 2017
10:30AM - 12:30PM ST1 - Machine Learning and Data Mining I - Chair: Flavia Bernardini
Auditório A2 Correcting Inconsistencies trough Association Rules in Temporal Large Growing Knowledge Bases
  Rafael Miani, Federal Institute of São Paulo, Brazil
  Estevam Hruschka Jr., DC-UFSCar/Federal University of Sao Carlos, Brazil.
  Analyzing the public opinion on the Brazilian political and corruption issues
  Ricardo Rios, Universidade Federal da Bahia, Brazil
  Rodrigo Mello, University of São Paulo, Brazil
  Paulo Pagliosa, Universidade Federal de Mato Grosso do Sul, Brazil
  Caio Lopes, Fabio Sikansi, University of São Paulo, Brazil.
  DSTARS: A Multi-Target Deep Structure for Tracking Asynchronous Regressor Stack
  Saulo Mastelini, Everton Santana, State University of Londrina, Brazil
  Ricardo Cerri, Universidade Federal de São Carlos, Brazil
  Sylvio Barbon Junior, Universidade Estadual de Londrina, Brazil.
  On Using Sum-Product Networks For Multi-Label Classification
  Julissa Giuliana Villanueva Llerena, IME-USP, Brazil.
  Denis Mauá, Universidade de São Paulo, Brazil.
  RegK-Means: A constraint-based clustering algorithm using spatial contiguity constraints for regionalization problems
  Leandro Miranda, José Viterbo, UFF, Brazil
  Flavia Bernardini, Universidade Federal Fluminense, Brazil.
  Social-Training: ensemble learning with voting aggregation for semi-supervised classification tasks
  Matheus Alves, Ana Bazzan, UFRGS, Brazil
  Mariana Recamonde-Mendoza, Universidade Federal do Rio Grande do Sul, Brazil.
10:30AM - 12:30PM ST2 - Agent-based and Multi-Agent Systems - Chair: Anna Costa
Auditório A3 Comparing Two Multiagent Reinforcement Learning Approaches for the Traffic Assignment Problem
  Ricardo Grunitzki, Universidade Federal do Rio Grande do Sul, Brazil
  Ana Bazzan, UFRGS, Brazil.
  Resolving Resource Incompatibilities in Intelligent Agents
  Mariela Morveli Espinoza, Universidade Tecnologica Federal do Parana, Brazil
  Ayslan Possebom, IFPR - Instituto Federal do Paraná, Brazil
  Cesar Tacla, Universidade Tecnologica Federal do Parana, Brazil.
  A Dynamic Preference Logic for reasoning about Agent Programming
  Marlo Souza, Alvaro Moreira, UFRGS, Brazil
  Renata Vieira, Pontifícia Universidade Católica do Rio Grande do Sul, Brazil
  John-Jules Meyer, Utrecht University, The Netherlands.
  Learning-Process Evaluation to select Spatial Abstractions in Reinforcement Learning
  Cleiton da Silva, Universidade de São Paulo, Brazil
  Valdinei Freire, Escola de Artes, Ciências e Humanidades - Universidade de São Paulo, Brazil.
  Improving Reinforcement Learning results with Qualitative Spatial Representation
  Thiago Homem, Centro Universitário da FEI, Brazil
  Danilo Perico, Centro Universitário FEI, Brazil
  Paulo Santos, Centro Universitário da FEI, Brazil
  Anna Costa, Escola Politécnica - University of Sao Paulo, Brazil
  Reinaldo Bianchi, Centro Universitario da FEI, Brazil.
  Use of conceptual representations based on conceptual spaces theory applied to BDI agents
  Joao Mário Brezolin, Instituto Federal Sul-Riograndense, Brazil.
  Sandro Rama Fiorini, PUCRS , Brazil
  Marcia de Borba Campos, PUCRS, Brazil
  Rafael H. Bordini, PUCRS, Brazil
4:00PM - 6:00PM ST3 - Machine Learning and Data Mining II - Chair: Ana Carolina Lorena
Auditório A2 HSS: Compact set of Partitions via Hybrid Selection
  Vanessa Antunes, UFSCar, Brazil
  Katti Faceli, Universidade Federal de São Carlos, Brazil
  Tiemi Sakata, UFSCar, Brazil.
  Quantification in Data Streams: Initial Results
  André Gustavo Maletzke, Universidade Estadual do Oeste do Paraná, Brazil
  Denis Reis, Gustavo Batista, Universidade de São Paulo, Brazil.
  PELESent: Cross-domain polarity classification using distant supervision
  Edilson Corrêa Júnior, Institute of Mathematics and Computer Science - USP, Brazil
  Henrico Brum, ICMC / USP, Brazil
  Vanessa QM, USP, Brazil.
  Leandro dos Santos, Thales Bertaglia, University of São Paulo, Brazil
  Marcos Treviso, Universidade de São Paulo, Brazil.
  Investigating the Impact of Similarity Metrics in an Unsupervised-based Feature Selection Method
  Anne Canuto, UFRN, Brazil
  Carine Dantas, Rômulo Nunes, Universidade Federal do Rio Grande do Norte, Brazil
  João C. Xavier-Júnior, Universidade Federal do RN (UFRN), Brazil.
  Efficient Gaussian Process-Based Inference for Modelling Spatio-Temporal Dengue Fever
  Julio Albinati Cortez, Universidade Federal de Minas Gerais, Brazil
  Wagner Meira Jr., Gisele Pappa, UFMG, Brazil.
  Non-unitary Quantum Associative Memory
  Fernando de Paula Neto, Universidade Federal de Pernambuco, Brazil
  Adenilton da Silva, UFRPE, Brazil
  Wilson de Oliveira, Universidade Federal Rural de Pernambuco, Brazil
  Teresa Ludermir, Universidade Federal de Pernambuco, Brazil.
Wednesday, October 4, 2017
10:30AM - 12:30PM ST4 - Planning and Scheduling - Chair: Leliane Nunes de Barros
Auditório A2 LCMAP Method: Multi-Agent Planning with Unsolvability and Independent Plan Detection
  Leonardo Moreira, UnB - Universidade de Brasília, Brazil
  Celia Ralha, University of Brasilia, Brazil.
  Risk-Sensitive Markov Decision Process with Limited Budget
  Daniel Melo Moreira, USP, Brazil
  Karina Valdivia-Delgado, Leliane Nunes de Barros, University of São Paulo, Brazil.
  Sthocastic cellular automata model to reduce rule space cardinality applied to task scheduling with many processors
  Tiago Ismailer de Carvalho, Gina Oliveira, Universidade Federal de Uberlândia, Brazil.
  Web Service Composition: An Agent-based Approach
  Jhonatan Alves, Jerusa Marchi, Universidade Federal de Santa Catarina, Brazil.
10:30AM - 12:30PM ST5 - Deep Learning / Neural Networks - Chair: Teresa Ludermir
Auditório A3 On the Entanglement Dynamics of the Quantum Weightless Neuron
  Fernando de Paula Neto, Universidade Federal de Pernambuco, Brazil
  Wilson de Oliveira, Universidade Federal Rural de Pernambuco, Brazil
  Adenilton da Silva, UFRPE, Brazil
  Teresa Ludermir, Universidade Federal de Pernambuco, Brazil.
  Neural Networks Architecture Evaluation in a Quantum Computer
  Adenilton da Silva, UFRPE, Brazil
  Luan Oliveira, Universidade Federal Rural de Pernambuco, Brazil.
  Online Sequential Learning based on Extreme Learning Machines for Particulate Matter Forecasting
  Jorge Andres Bueno Barajas, Universidade Estadual de Campinas, Brazil.
  Guilherme Coelho, University of Campinas, Brazil
  João Bertini, Universidade Estadual de Campinas, Brazil.
  Multi-objective Long-Short Term Memory Neural Networks for Speaker Diarization in Telephone Interactions
  Valter Akira Miasato Filho, Diego Silva, Luís Gustavo Cuozzo, CPqD, Brazil.
  Continuous-Valued Quaternionic Hopfield Neural Network for Image Retrieval: A Color Space Study
  Fidelis Zanetti de Castro, Instituto Federal de Educação Ciência e Tecnologia do Espírito Santo, Brazi.
  Marcos Eduardo Valle, Universidade Estadual de Campinas, Brazil.
  Deep Neural Networks for Handwritten Chinese Character Recognition
  Renan Maidana, Pontifícia Universidade Católica do Rio Grande do Sul, Brazil.
  Juarez Monteiro, PUCRS, Brazil.
  Roger Granada, Pontifícia Universidade Católica do Rio Grande do Sul, PUCRS, Brazil
  Alexandre Amory, PUCRS University, Brazil
  Rodrigo Barros, Pontifícia Universidade Católica do Rio Grande do Sul, Brazil.
4:00PM - 6:00PM ST6 - Applications I - Chair: Moacir Ponti
Auditório A2 Relevance image sampling from collection using importance selection on randomized optimum-path trees
  Moacir Ponti, Universidade de São Paulo, Brazil.
  Using X-ray Flux Time Series for Solar Explosion Forecasting
  Ismael Caldana, Unicamp , Brazil
  Ana Estela Silva, Unicamp, Brazil
  Guilherme Coelho, Andre Gradvohl, University of Campinas, Brazil.
  Artificial Neural Networks and Infrared Thermography for fiber orientation assessment
  Henrique Fernandes, Federal University of Uberlandia, Brazil
  Hai Zhang, Clemente Ibarra-Castanedo, Xavier Maldague, Université Laval, Canada.
  Controlling Gene Regulatory Networks with FQI-SARSA
  Cyntia Nishida, Universidade de São Paulo, Brazil
  Anna Costa, Escola Politécnica - University of Sao Paulo, Brazil
  Reinaldo Bianchi, Centro Universitario da FEI, Brazil.
  Predicting Failures in Hard Drives with LSTM Networks
  Lucas Leite, UFC, Brazil
  Fernando Lima, Gabriel Amaral, Universidade Federal do Ceará, Brazil
  Joao Gomes, Federal University of Ceara, Brazil
  Javam Machado, UFC, Brazil.
  Transfer Learning for Bayesian Networks with Application on Hard Disk Drives Failure Prediction
  Lucas Leite, UFC, Brazil
  Francisco Pereira, Fernando Lima, Universidade Federal do Ceará, Brazil
  Joao Gomes, Federal University of Ceara, Brazil
  Javam Machado, UFC, Brazil.
4:00PM - 6:00PM ST7 - Evolutionary Computation and Metaheuristics - Chair: Aurora Pozo
Auditório A3 Investigating Grammar-based Design of Multi-objective Particle Swarm Optimization Algorithm
  Ricardo Henrique Remes de Lima, Federal University of Paraná, Brazil
  Aurora Pozo, UFPR, Brazil.
  A hybrid metaheuristic for the Traveling Car Renter Salesman Problem
  Brenner Ojeda, Elizabeth Goldbarg, Marco Goldbarg, UFRN, Brazil.
  Playing the Original Game Boy Tetris Using a Real Coded Genetic Algorithm
  Renan da Silva, UDESC-Universidade do Estado de Santa Catarina, Brazil
  Rafael Parpinelli, Universidade do Estado de Santa Catarina, Brazil.
  A Heterogeneous Distributed Approach for Many-objective Optimization
  Gian Fritsche, Universidade Federal do Paraná, Brazil
  Aurora Pozo, UFPR, Brazil.
  The Protein Structure Prediction Problem Approached by a Cascade Differential Evolution Algorithm Using ROSETTA
  Pedro Narloch, Rafael Parpinelli, Universidade do Estado de Santa Catarina, Brazil.
  A Comparison of Crossover Operators Applied to the Vehicle Routing Problem with Time Window
  Thiago Stehling, UFMG, Brazil
  Sérgio R. de Souza, CEFET-MG, Brazil.
Thursday, October 5, 2017
10:30AM - 12:30PM ST8 - Applications II - Chair: Heloisa Camargo
Auditório A2 A Method to Detect Boats in Images of the Amazonian Rivers
  Michel Yvano, Federal Institute of Para, Brazil
  Bernardo Gatto, University of Tsukuba, Japan
  Eulanda Santos, Federal University of Amazonas, Brazil.
  A Model for Classification of Early Human Actions from EEG Signals
  Damares Oliveira de Resende, Universidade Federal do Pará, Brazil
  Iraquitan Cordeiro Filho, Instituto Tecnológico Vale (ITV), Brazil
  Schubert Carvalho, EPFL, Switzerland
  Bruno Gomes, UFPA, Brazil
  Ana Siravenha, Federal University of Pará, Brazil
  Henrique Galvan Debarba, Artanim Foundation, Switzerland
  Bianchi Meiguins, Universidade Federal do Pará, Brazil.
  An occupancy grid map merging algorithm invariant to scale, rotation and translation
  Victor Ferrão, Universidade Federal de Goiás, Brazil
  Cassio Vinhal, Universidade Federal de Goias, Brazil
  Gelson Júnior, Universidade Federal de Goiás, Brazil.
  Blind Image Quality Assessment Using Local Variant Patterns
  Pedro Garcia Freitas, University of Brasilia (UnB), Brazil
  Mylene Farias, Welington Akamine, Universidade de Brasília (UnB), Brazil.
  Fractal Dimension-based Drosophila melanogaster Wing Genotype Classification
  Francisco Medeiros, Iális Paula Jr, Universidade Federal do Ceará, Brazil.
  Machine Learning-based Approach to the Prediction of Plant Protection Products Deposition
  Carlos Roberto Garcia Junior, Universidade Estadual do Norte do Paraná, Brazil
  Leandro Yukio Mano Alves, Institute of Mathematics and Computer Sciences - ICMC, Brazil
  Pedro Gomes, University of Southern California, USA
  RONE OLIVEIRA, Universidade Estadual do Norte do Paraná - UENP, Brazil.
  André C. P. de L. F. de Carvalho, Institute of Mathematics and Computer Sciences - ICMC, Brazil
  B. S. FAIÇAL, Universidade Estadual do Norte do Paraná - UENP, Brazil.
10:30AM - 12:30PM ST9 - Pattern Recognition and Cluster Analysis - Chair: André Ponce de Leon F de Carvalho
Auditório A3 A Fast and Robust Max-C Projection Fuzzy Autoassociative Memory with an Application for Face Recognition
  Alex Santos, Universidade Federal do Recôncavo da Bahia, Brazil
  Marcos Eduardo Valle, Universidade Estadual de Campinas, Brazil.
  Using multiple clustering algorithms to generate constraint rules and create consensus clusters
  Gabriel Rodrigues da Silva, Federal University of Uberlândia, Brazil.
  Marcelo Albertini, Federal University of Uberlandia, Brazil.
  A Comparison of Hierarchical Biclustering Ensemble Methods
  Victor Padilha, Universidade de Sao Paulo, Brazil
  André Ponce de Leon F de Carvalho, ICMC-USP/S.Carlos, Brazil.
  Online detection of outliers in clusters of continuous data streaming
  Mariana Pereira, Universidade Federal de Viçosa, Brazil
  Murilo Naldi, Universidade Federal de São Carlos, Brazil
  Elaine Faria, Federal University of Uberlandia, Brazil.
  The BinOvNMTF Algorithm: Overlapping Columns Co-clustering based on Non-negative Matrix Tri-Factorization
  Lucas Brunialti, Sarajane Peres, Universidade de São Paulo, Brazil
  Valdinei Freire, Escola de Artes, Ciências e Humanidades - Universidade de São Paulo, Brazil
  Clodoaldo Lima, University of São Paulo, Brazil.
  Scalable Data Stream Clustering with k Estimation
  Paulo Cândido, Universidade Federal de Viçosa, Brazil
  Murilo Naldi, Universidade Federal de São Carlos, Brazil
  Jonathan Andrade Silva, UFMS - Universidade Federal de Mato Grosso do Sul, Brazil
  Elaine Faria, Federal University of Uberlandia, Brazil.
10:30AM - 12:30PM ST10 - Search and Optimization - Chair: Gustavo Giménez-Lugo
Auditório A4 Coalition Generation Scalability through Community Detection: results on real graphs
  Fábio Silveira, Universidade Tecnológica Federal do Paraná, Brazil
  Gustavo Giménez-Lugo, UTFPR, Brazil.
  An Experimental Evaluation of the Algorithm Mean Upper Heuristic for Interval Data min-max Regret Combinatorial Optimization Problems
  José Gonçalves, Iago Carvalho, Universidade Federal de Minas Gerais, Brazil
  Thiago Noronha, UFMG, Brazil.
  Probabilistic Analysis of Pareto Front Approximation for a Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm
  Marcella Martins, Universidade Tecnológica Federal do Paraná, Brazil.
  Myriam Delgado, Federal University of Technology of Parana, Brazil
  Ricardo Lüders, UTFPR, Brazil
  Roberto Santana, University of the Basque Country, Spain
  Richard Gonçalves, UNICENTRO, Brazil
  Carolina Paula de Almeida, State University in the Midwest of Paraná - UNICENTRO, Brazil.
  A New Hyper-Heuristic based on a Restless Multi-Armed Bandit for Multi-Objective Optimization
  Richard Gonçalves, UNICENTRO, Brazil
  Carolina Paula de Almeida, State University in the Midwest of Paraná - UNICENTRO, Brazil
  Sandra Venske, UNICENTRO - Universidade Estadual do Centro-Oeste, Brazil
  Myriam Delgado, Federal University of Technology of Parana, Brazil
  Aurora Pozo, UFPR, Brazil.
  A Hyper-Heuristic in MOEA/D-DRA Using the Upper Confidence Bound Technique
  Lucas Prestes, Universidade do Centro Oeste do Paraná, Brazil
  Richard Gonçalves, UNICENTRO, Brazil
  Carolina Paula de Almeida, State University in the Midwest of Paraná - UNICENTRO, Brazil
  Myriam Delgado, Federal University of Technology of Parana, Brazil
  Aurora Pozo, UFPR, Brazil.
  A Comparative Analysis of Multiobjective Evolutionary Algorithms Considering Two Discrete Optimization Problems
  Tiago França, UFU, Algeria
  Thiago Lafetá, Luiz Martins, Universidade Federal de Uberlândia, Brazil
  Gina Oliveira, UFU, Brazil.
2:00PM - 3:40PM ST11 - Machine Learning and Data Mining III - Chair: Rodrigo Mello
Auditório A2 An Enactive Self-Model for Sparse Representations and Improved Performance
  Justin Brody, Goucher College, USA.
  Acoustic Modeling Using a Shallow CNN-HTSVM Architecture
  Christopher Shulby, University of São Paulo, Brazil
  Martha Dais Ferreira, ICMC-USP, Brazil
  Rodrigo Mello, University of São Paulo, Brazil
  Sandra Aluísio, USP/ICMC, Brazil.
  Complexity Measures Effectiveness in Feature Selection
  Ricardo Savii, ICT-UNIFESP, Brazil
  Lucas Okimoto, UNIFESP, Brazil
  Ana Carolina Lorena, Universidade Federal de São Paulo, Brazil.
  A Fuzzy Variant for On Demand Data Stream Classification
  Tiago Pinho da Silva, Universidade Federal de São Carlos, Brazil
  Gerson Urban Filho, FURG, Brazil
  Priscilla Lopes, Itera - Inovação e Desenvolvimento Tecnológico, Brazil
  Heloisa Camargo, UFSCar, Brazil.
2:00PM - 3:40PM ST12 - Natural Language Processing - Chair: Thiago Pardo
Auditório A3 Statistical and Semantic Features to Measure Sentence Similarity in Portuguese
  Anderson Pinheiro, Rafael Ferreira, Máverick Dionísio, Universidade Federal Rural de Pernambuco, Brazil
  Vitor Rolim, Federal Rural University of Pernambuco, Brazil
  João Tenório, Universidade Federal de Minas Gerais, Brazil.
  Update Summarization for Portuguese
  Fernando Antônio Nóbrega, Universidade de São Paulo, Brazil
  Thiago Pardo, USP/ICMC, Brazil.
  MilkQA: a Dataset of Consumer Questions for the Task of Answer Selection
  Marcelo Criscuolo, Erick Fonseca, Universidade de São Paulo, Brazil
  Sandra Aluísio, USP/ICMC, Brazil
  Ana Carolina Sperança-Criscuolo, São Paulo State University (Unesp), Brazil.
  How Difficult is the Adaptation of POS Taggers?
  Eraldo Fernandes, Universidade Federal de Mato Grosso do Sul, Brazil
  Irving Rodrigues, UFMS, Brazil.
  Extractive Multi Document Summarization using Dynamical Measurements of Complex Networks
  Jorge Valverde Tohalino, Sao Paulo University, Brazil.
  Diego Amancio, USP, Brazil.
2:00PM - 4:00PM ST13 - Knowledge Representation and Reasoning - Chair: Denis Mauá
Auditório A4 An Improved Logic-Based Implementation to Ontology Assessment
  Cleyton Rodrigues, Fred Freitas, Universidade Federal de Pernambuco, Brazil
  Ryan Ribeiro de Azevedo, Universidade Federal Rural de Pernambuco (UFRPE/UAG), Brazil.
  An Ontological Approach to the Three-Phase Method of Imposing Penalties in the Brazilian Criminal Code
  Cleyton Rodrigues, Universidade Federal de Pernambuco, Brazil
  Ítalo Oliveira, UFPE,Brazil.
  Fred Freitas, Universidade Federal de Pernambuco, Brazil.
  Iterated Belief Change - The Case of Expansion into Inconsistency
  Renata Wassermann, IME-USP, Brazil
  Eduardo Fermé, Univesidade da Madeira, Portugal.
  University Entrance Exam as a Guiding Test for Artificial Intelligence
  Igor Silveira, USP, Brazil.
  Denis Mauá, Universidade de São Paulo, Brazil.
  Experimental Evaluation of Crowdsourcing on the Characterization of Data Visualization Techniques
  Geraldo Franciscani Jr., Universidade Federal de Minas Gerais, Brazil
  Wagner Meira Jr., UFMG, Brazil
  Raquel de Melo-Minardi, Rodrygo Santos, Universidade Federal de Minas Gerais, Brazil
  Michel Boaventura, UFMG, Brazil
  Pedro Dalla Bernardina, Universidade Federal de Minas Gerais, Brazil.
  A hybrid semi-linear system for time series forecasting
  Joao Oliveira, Universidade de Pernambuco, Brazil
  Cleyton Rodrigues, Universidade Federal de Pernambuco, Brazil
  Emanoel Barreiros, Universidade de Pernambuco, Brazil
  Adauto Almeida Filho, University of Pernmabuco, Brazil.