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2015 Brazilian Conference on Intelligent Systems (BRACIS)

Nov. 4 2015 to Nov. 7 2015

Natal, Brazil

Table of Contents

Title Page iFreely available from IEEE.pp. i-i
Title Page iiiFreely available from IEEE.pp. iii-iii
Copyright PageFreely available from IEEE.pp. iv-iv
Table of ContentsFreely available from IEEE.pp. v-ix
Message from General ChairFreely available from IEEE.pp. x-x
Message from Program ChairsFreely available from IEEE.pp. xi-xi
Conference OrganizationFreely available from IEEE.pp. xii-xii
Program CommitteeFreely available from IEEE.pp. xiii-xv
ReviewersFreely available from IEEE.pp. xvi-xviii
Conference HistoryFreely available from IEEE.pp. xix-xix
AcknowlegementsFreely available from IEEE.pp. xx-xx
Evaluating a Multi-objective Hyper-Heuristic for the Integration and Test Order ProblemFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Giovani Guizzo, Silvia R. Vergilio, Aurora T.R. Pozo
A Hyper-Heuristic for the Environmental/Economic Dispatch Optimization ProblemFull-text access may be available. Sign in or learn about subscription options.pp. 7-12
by Richard A. Gonçalves, Carolina P. Almeida, Sandra M. Venske, Josiel N. Kuk, Lucas M. Pavelski, Myriam R. Delgado
A Multi-armed Bandit Hyper-HeuristicFull-text access may be available. Sign in or learn about subscription options.pp. 13-18
by Alexandre Silvestre Ferreira, Richard Aderbal Goncalves, Aurora Trinidad Ramirez Pozo
Automated Iterative Partitioning for Cooperatively Coevolving Particle Swarms in Large Scale OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 19-24
by Peter Frank Perroni, Daniel Weingaertner, Myriam Regattieri Delgado
Evaluating Methods for Constant Optimization of Symbolic Regression Benchmark ProblemsFull-text access may be available. Sign in or learn about subscription options.pp. 25-30
by Vinicius Veloso De Melo, Benjamin Fowler, Wolfgang Banzhaf
Stealthy Path Planning Using Navigation MeshesFull-text access may be available. Sign in or learn about subscription options.pp. 31-36
by Matheus R.F. Mendonça, Heder S. Bernardino, Raul F. Neto
Dyna-MLAC: Trading Computational and Sample Complexities in Actor-Critic Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 37-42
by Bruno Costa, Wouter Caarls, Daniel Sadoc Menasché
A Cluster Based Hybrid Feature Selection ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 43-48
by Pablo A. Jaskowiak, Ricardo J.G.B. Campello
Semi-supervised Multi-label k-Nearest Neighbors Classification AlgorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 49-54
by Danilo C.G. De Lucena, Ricardo B.C. Prudencio
IGMM-CD: A Gaussian Mixture Classification Algorithm for Data Streams with Concept DriftsFull-text access may be available. Sign in or learn about subscription options.pp. 55-61
by Luan Soares Oliveira, Gustavo E.A.P.A. Batista
Selectively Inhibiting Learning Bias for Active SamplingFull-text access may be available. Sign in or learn about subscription options.pp. 62-67
by Davi P. Dos Santos, André C.P.L.F. de Carvalho
Contextual Bandits for Multi-objective Recommender SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 68-73
by Anisio Lacerda
Scalable Fast Evolutionary k-Means ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 74-79
by Gilberto Viana de Oliveira, Murilo Coelho Naldi
Predicting High-Performance Concrete Compressive Strength Using Features Constructed by Kaizen ProgrammingFull-text access may be available. Sign in or learn about subscription options.pp. 80-85
by Vinicius Veloso De Melo, Wolfgang Banzhaf
Multiobjective Binary ACO for Unconstrained Binary Quadratic ProgrammingFull-text access may be available. Sign in or learn about subscription options.pp. 86-91
by Murilo Zangari De Souza, Aurora Trinidad Ramirez Pozo
An Adaptive Multi-level Framework for Forest Species RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 92-97
by Paulo R. Cavalin, Marcelo N. Kapp, Luiz E.S. Oliveira
Towards Practical Argumentation in Multi-agent SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 98-103
by Alison R. Panisson, Felipe Meneguzzi, Renata Vieira, Rafael H. Bordin
A Multi-agent Metaheuristic Optimization Framework with CooperationFull-text access may be available. Sign in or learn about subscription options.pp. 104-109
by Maria Amelia Lopes Silva, Sergio Ricardo De Souza, Marcone Jamilson Freitas Souza, Sabrina Moreira De Oliveira
Merging Argumentation SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 110-115
by Lucas Leite, Thiago Alves, João Alcântara
Evaluating Perception Filters in BDI Jason AgentsFull-text access may be available. Sign in or learn about subscription options.pp. 116-121
by Márcio Fernando Stabile, Jaime Simão Sichman
Building Up Conceptual Spaces: An ESOM Supported StrategyFull-text access may be available. Sign in or learn about subscription options.pp. 122-127
by Suelen Mapa De Paula, Micael Cabrera Carvalho, Ricardo Ribeiro Gudwin
An Occlusion Calculus Based on an Interval AlgebraFull-text access may be available. Sign in or learn about subscription options.pp. 128-133
by Paulo E. Santos, Gérard Ligozat, Marjan Safi-Samghabad
Ranking Keyphrases from Semantic and Syntactic Features of Textual TermsFull-text access may be available. Sign in or learn about subscription options.pp. 134-139
by Raquel Silveira, Vasco Furtado, Vládia Pinheiro
Adaptation of Discourse Parsing Models for the Portuguese LanguageFull-text access may be available. Sign in or learn about subscription options.pp. 140-145
by Erick G. Maziero, Graeme Hirst, Thiago A.S. Pardo
The Impact of Contrastive Corpora for Term Relevance MeasuresFull-text access may be available. Sign in or learn about subscription options.pp. 146-151
by Lucelene Lopes, Paulo Fernandes, Roger Granada, Renata Vieira
Exploring Resources for Sentiment Analysis in Portuguese LanguageFull-text access may be available. Sign in or learn about subscription options.pp. 152-156
by Larissa A. De Freitas, Renata Vieira
Li-Fraumeni Ontology: A Case Study of an Ontology for Knowledge Discovery in a Cancer DomainFull-text access may be available. Sign in or learn about subscription options.pp. 157-162
by Ricardo M.S. Budaruiche, Renata Wassermann, Diogo F.C. Patrão, Maria I.W. Achatz
Text Categorization Based on Dissimilarity Representation and Prototype SelectionFull-text access may be available. Sign in or learn about subscription options.pp. 163-168
by Roberto H.W. Pinheiro, George D.C. Cavalcanti, Tsang Ing Ren
Fitting Parameters on Quantum Weightless Neuron DynamicsFull-text access may be available. Sign in or learn about subscription options.pp. 169-174
by Fernando M. De Paula Neto, Teresa B. Ludermir, Wilson R. De Oliveira, Adenilton J. Da Silva
Speech Recognition in Noisy Environments with Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 175-179
by Rafael M. Santos, Leonardo N. Matos, Hendrik T. Macedo, Jugurta Montalvão
A Set-Medoids Vector Batch SOM Algorithm Based on Multiple Dissimilarity MatricesFull-text access may be available. Sign in or learn about subscription options.pp. 180-185
by Francisco de A.T. de Carvalho, Eduardo C. Simões
A Novel Ensemble Approach Based on Balanced Perceptrons Applied to Microarray DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 186-191
by Karen Braga Enes, Saulo Moraes Villela, Raul Fonseca Neto
A Parallel Approach of a Hybrid Particle Swarm Optimization Algorithm to Solve the Vehicle Routing Problem with Time WindowsFull-text access may be available. Sign in or learn about subscription options.pp. 192-197
by Thiago Muniz Stehling, Sergio Ricardo De Souza, Moacir F. De Franca Filho
A Portable OpenCL-Based Approach for SVMs in GPUFull-text access may be available. Sign in or learn about subscription options.pp. 198-203
by Henry E.L. Cagnin, Ana T. Winck, Rodrigo C. Barros
Adaptive Method for Segmentation of Vehicles through Local Threshold in the Gaussian Mixture ModelFull-text access may be available. Sign in or learn about subscription options.pp. 204-209
by Kalyf Abdalla Buzar Lima, Kelson Romulo Teixeira Aires, Francisco Wender Pereira Dos Reis
Adaptive Navigation for Mobile Robots with Object Recognition and OntologiesFull-text access may be available. Sign in or learn about subscription options.pp. 210-215
by Jurasildo O. Reinaldo, Rosiery S. Maia, Anderson Abner Souza
Adding Value to Daily-Deals Recommendation: Multi-armed Bandits to Match Customers and DealsFull-text access may be available. Sign in or learn about subscription options.pp. 216-221
by Anisio Lacerda, Adriano Veloso, Nivio Ziviani
Capturing Relationships in Multi-objective OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 222-227
by Gian Fritsche, Andrei Strickler, Aurora Pozo, Roberto Santana
Comparative Study of Genetic Algorithm and Ant Colony Optimization Algorithm Performances for the Task of Guitar Tablature TranscriptionFull-text access may be available. Sign in or learn about subscription options.pp. 228-233
by João Víctor Ramos, André Stylianos Ramos, Carlos N. Silla, Danilo Sipoli Sanches
Grouping Similar Trajectories for Carpooling PurposesFull-text access may be available. Sign in or learn about subscription options.pp. 234-239
by Michael O. Cruz, Hendrik Macedo, Adolfo Guimarães
Looking at the Bottom and the Top: A Hybrid Logical Relational Learning System Based on Answer SetsFull-text access may be available. Sign in or learn about subscription options.pp. 240-245
by Victor Guimarães, Aline Paes
Probabilistic Fuzzy Naive BayesFull-text access may be available. Sign in or learn about subscription options.pp. 246-251
by Gabriel Moura, Mauro Roisenberg
Reference-Point Based Multi-swarm Algorithm for Many-Objective ProblemsFull-text access may be available. Sign in or learn about subscription options.pp. 252-257
by Andre Britto, Aurora Pozo
Solving NP-complete Problems Using Quantum Weightless Neuron NodesFull-text access may be available. Sign in or learn about subscription options.pp. 258-263
by Fernando M. De Paula Neto, Teresa B. Ludermir, Wilson R. De Oliveira, Adenilton J. Da Silva
Solving Sokoban Optimally with Domain-Dependent Move PruningFull-text access may be available. Sign in or learn about subscription options.pp. 264-269
by Renato R. Leme, André G. Pereira, Marcus Ritt, Luciana S. Buriol
Transducer State Prediction System for Smart Environment Intelligent ControlFull-text access may be available. Sign in or learn about subscription options.pp. 270-275
by Marcelo Bassani De Freitas, George D.C. Cavalcanti, Robert Sabourin
Using Markov Models to Learn the Sentiment of Soccer Fans from Bets and the Result of MatchesFull-text access may be available. Sign in or learn about subscription options.pp. 276-281
by Rafael Bomfim, Vasco Furtado
Context-Aware Techniques for Cross-Domain Recommender SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 282-287
by Douglas Véras, Ricardo Prudêncio, Carlos Ferraz, Alysson Bispo, Thiago Prota
Desire: A Dynamic Approach for Exploratory Search Results RecommendationFull-text access may be available. Sign in or learn about subscription options.pp. 288-293
by Lucas Pupulin Nanni, Valéria Delisandra Feltrim
KSIG: Improving the Convergence Rate in Adaptive Filtering Using Kernel Hilbert SpaceFull-text access may be available. Sign in or learn about subscription options.pp. 294-298
by E. P. Da Silva, C.A. Estombelo-Montesco, Ewaldo Santana
Adapting Noise Filters for RankingFull-text access may be available. Sign in or learn about subscription options.pp. 299-304
by Ana Carolina Lorena, Luís Paulo Faina Garcia, Andre C.P.L.F. de Carvalho
MLM-rank: A Ranking Algorithm Based on the Minimal Learning MachineFull-text access may be available. Sign in or learn about subscription options.pp. 305-309
by Alisson S.C. Alencar, Weslley L. Caldas, Joao P.P. Gomes, Amauri H. de Souza, Paulo A.C. Aguilar, Cristiano Rodrigues, Wellington Franco, Miguel F. De Castro, Rossana M.C. Andrade
Ensemble of Adaptive Algorithms for Keystroke DynamicsFull-text access may be available. Sign in or learn about subscription options.pp. 310-315
by Paulo Henrique Pisani, Ana Carolina Lorena, Andre C.P.L.F. de Carvalho
SURF Descriptor and Pattern Recognition Techniques in Automatic Identification of Pathological RetinasFull-text access may be available. Sign in or learn about subscription options.pp. 316-321
by Rodrigo Veras, Romuere Silva, Flávio Araújo, Fátima Medeiros
Deep Learning for Wind Speed Forecasting in Northeastern Region of BrazilFull-text access may be available. Sign in or learn about subscription options.pp. 322-327
by Anderson Tenório Sergio, Teresa B. Ludermir
Predicting Overtemperature Events in Graphics Cards Using Regression ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 328-332
by Francisco Caio M. Rodrigues, Lucas P. Queiroz, João Paulo P. Gomes, Javam C. Machado
A Computer Vision System for Guidance of VTOL UAVs Autonomous LandingFull-text access may be available. Sign in or learn about subscription options.pp. 333-338
by Felipe Leonardo Lôbo Medeiros, Vitor Conrado Faria Gomes, Marcia Rodrigues Campos de Aquino, Diego Geraldo, Marcos Eduardo Lopes Honorato, Luiz Henrique Moreira Dias
Author IndexFreely available from IEEE.pp. 339-340
Publisher's InformationFreely available from IEEE.pp. 342-342
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