Bracis Eniac Program
Transcript of Bracis Eniac Program
8/20/2019 Bracis Eniac Program
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São Carlos - São Paulo - Brasil2014
CTDIAC
IX Best DSc Theses / MSc Dissertations
Contest in Artificial and Computational
Intelligence
BRACISBrazilian Conferenceon Intelligent Systems 2
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ENIACEncontro Nacional de Inteligência
Artificial e Computacional
Conference Program
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Brazilian Conference on Intelligent Systems
BRACIS 2014
Encontro Nacional de Inteligência Artificial e
Computacional
ENIAC 2014
Concurso de Teses e Dissertações emInteligência Artificial e Computacional
IX CTDIAC
Symposium on Knowledge Discovery, Miningand Learning
2nd KDMiLe
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Organizers
Promoter
Supporters
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (Capes)
Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
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Program
Contents
Welcome . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4
Conference Organizers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5
Invited Speakers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7
Conference Program . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10
CTDIAC Program . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11
KDMiLe Technical Sessions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12
Summary for BRACIS/ENIAC Technical Sessions . . . . . . . . . . . . . . . . . . . . 15
BRACIS/ENIAC Detailed Program . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17Monday, Oct 20th . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17Tuesday, Oct 21st . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21Wednesday, Oct 22nd . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25
Thursday, Oct 23rd . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31
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Welcome
It is our great pleasure to welcome you in São Carlos, to the Brazilian Conference on IntelligentSystems (BRACIS) and Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)!
In the 2014 edition, BRACIS and ENIAC are organized as a joint event, with the goal of promotingresearch and scientific exchange among researchers, practitioners, scientists, and engineers in artificialand computational intelligence as well as in related fields.
This year BRACIS and ENIAC are being organized as part of the Joint Conference on Robotics andIntelligent Systems (JCRIS2014) which is being held from 19 to 23 of October, 2014 in the Campusof the University of São Paulo, including 10 other co-allocated events.
The IX Best DSc Theses / MSc Dissertations Contest in Artificial and Computational Intelligence(CTDIAC) complements the events, with the presentation of the best MSc dissertations and DSctheses concluded in Brazilian universities from June 2012 to May 2014, in Artificial and Computa-tional Intelligence areas.
Parallel to BRACIS/ENIAC we are also hosting the II Symposium on Knowledge Discovery, Miningand Learning – KDMILE – which is an event that aims scientific exchange in the field of Data Mining(DM) and applications integrating researchers from universities and companies.
São Carlos is known as the national capital of technology, a title justified by the high technologicallevel of the research undertaken by the University of São Paulo (USP), Federal University of SãoCarlos (UFSCar) and the other research centers installed here.
We would like to thank the Program Chairs, Local Chairs and the volunteers who run severalaspects of the organization of this conference. Special thanks go to our Invited Speakers and to allof you who came to São Carlos to present and share your own work or to attend BRACIS/ENIAC,CTDIAC, KDMiLe and all other co-allocated events in JCRIS2014! Finally, we are most grateful forthe sponsorship and support of CNPq, CAPES and FAPESP, as well as of Bloomberg, IBM Researchand TERADATA.
We very much hope you enjoy the conference which is sponsored by the Brazilian Computer Society(SBC).
Estevam Rafael Hruschka Junior, Universidade Federal de São Carlos, BrazilHeloisa de Arruda Camargo, Universidade Federal de São Carlos, BrazilBRACIS 2014 Conference Co-chairs
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Conference Organizers
BRACIS/ENIAC 2014 General Chairs:Estevam Rafael Hruschka Júnior (DC-UFSCar)Heloisa de Arruda Camargo (DC-UFSCar)
BRACIS/ENIAC 2014 Program Committee Chairs:Paulo E. Santos (FEI)Ricardo Prudêncio (UFPE)
CTDIAC 2014 Chairs:
Anne Canuto (UFRN)Graçaliz Dimuro (FURG)Aline Paes (UFF)Karina Valdivia (USP)
BRACIS/ENIAC/CTDIAC 2014 Local Organizing Committee:Estevam Rafael Hruschka Júnior (DC-UFSCar)Heloisa de Arruda Camargo (DC-UFSCar)Marcela Xavier Ribeiro (DC-UFSCar)
BRACIS/ENIAC/CTDIAC 2014 Steering Committee:Fabio Gagliardi Cozman (USP)Aurora Trinidad Ramirez Pozo (UFPR)Ana Carolina Lorena (UNIFESP)Francisco Carvalho (UFPE)Gerson Zaverucha (UFRJ)Gina M. B. de Oliveira (UFU)Gisele Pappa (UFMG)Graçaliz Dimuro (FURG)Gustavo Giménez Lugo (URFPR)Kate Revoredo (UniRio)
Leliane Barros (USP)Ricardo Prudencio (UFPE)Ronaldo Prati (UFABC)Teresa Bernarda Ludermir (UFPE)
KDMiLe 2014 General Chair:Marcela Xavier Ribeiro (DC-UFSCar)
KDMiLe 2014 Program Committee Chairs:André C. P. L. F. de Carvalho (ICMC-USP)
Sandra de Amo (UFU)
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KDMiLe 2014 Local Organizing Committee:Marcela Xavier Ribeiro (DC-UFSCar)Estevam Rafael Hruschka Júnior (DC-UFSCar)Heloisa de Arruda Camargo (DC-UFSCar)
KDMiLe 2014 Steering CommitteeAlexandre Plastino (UFF)André C. P. L. F. de Carvalho (ICMC-USP)Leonardo Rocha (UFSJ)Sandra de Amo (UFU)Wagner Meira Jr. (UFMG)
JCRIS 2014 General Chair:Roseli Francelin Romero (ICMC-USP)
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Invited Speakers
Auditorium Prof. Fernão Germano
Tomas Hodson
(Bloomberg)
Title: soon.
Mon, Oct 20 th, 9:00 am - chair: Prof. Dr. Estevam Rafael HruschkaJunior
Patrick Doherty(LinköpingUniversity)
Title: Research with Collaborative Unmanned Aircraft Systems
Tue, Oct 21st, 9:15 am - chair: Prof. Dr. Paulo Santos
Unmanned Aircraft Systems (UAS) include ground stations, humanoperators and other elements besides the actual unmanned aircraft.These systems are slowly transitioning from man in the loop (pilotedsystems) to man on the loop (supervised systems) with increasingamounts of autonomy associated with the aircraft systems. Interac-tions between operators and unmanned aircraft and between unmannedaircraft with unmanned aircraft are becoming increasingly more auto-mated due to the integration and use of Artificial Intelligence tech-nologies. In this talk, I will describe both formal and systems researchused in the development of a framework for collaborative UAS whereinteraction between human-robot and robot-robot systems is driven bydelegation and distributed automated planning techniques. A proto-type collaborative system architecture will be demonstrated throughthe use of simulations and actual missions. Unmanned aircraft usedin our experimentation range from mid-sized helicopter systems in the100 kilo class to lightweight quadrotor systems in the single kilo class.
Applications to emergency rescue will also be covered.
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Fabio Ramos(University of
Sydney)
Title: Bayesian Optimisation for Intelligent Planning in Dynamic En-vironments
Tue, Oct 21st
, 4:20 pm - chair: Prof. Dr. Aurora Pozo
Information gain approaches to robotic exploration make a strong as-sumption that all parts of the environment are equally important, andthe goal is to minimise the overall uncertainty. However, in many prob-lems such as air pollution monitoring or terrain reconstruction, areaswith high levels of pollution or more complicated terrain shapes requiredenser sampling. In this talk I will present a novel technique for learn-ing spatial-temporal processes where the amount of sampling dependson the complexity and/or magnitude of the function being learnt. Themethod is based on Bayesian optimisation and is able to select paths
that maximise the prediction performance for processes where trackingpeaks is crucial (such as air pollution), trading exploration-exploitationin a principled statistical manner. I will show applications in air pol-lution monitoring, vibration modelling while navigating on uneven ter-rains, and lightening changes to illustrate the benefits of the approach.Finally I will show a commercial application of the technique wherea web-based app was built for the Environmental Protection Agencyin Australia, for real-time air pollution forecast in the Hunter Valleyregion, where coal mines, urban centres and vineyards need to coexist.
Carlos Soares(University of
Porto)
Title: Data mining projects: an agile methodology and many openchallenges
Wed, Oct 22 nd, 9:00 am - chair: Prof a. Dr a. Heloisa de ArrudaCamargo
In recent years there has been a tremendous growth and consolidationin the field of data mining (DM). Many technologies and tools havebeen developed to address a growing number of different tasks involvingdifferent types of data. Many successful and unsuccessful applications
have been carried out. However, less effort has been devoted to themethodologies and tools to support the management of DM projects.A few methodologies, such as CRISP-DM and SEMMA, have beenproposed. Yet the increasing complexity of projects, the volatility of therequirements and the constant changes in the markets, have exposedthe limitations of those methodologies. An agile approach has recentlybeen proposed, which is based on Scrum as an agile methodology forwork management, and CRISP-DM as a guide for the developmentof data mining projects. In this talk I will discuss the challenges inDM project management and present the agile approach and somepreliminary results obtained with it.
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Ana Bazzan(UFRGS)
Title: Beyond reiforcement learning in multiagent systems
Wed, Oct 22 nd, 4:20 pm - chair: Prof. Dr. Fabio Cozman
Learning is an important component of an agent’s decision making pro-cess. Despite the diversity of approaches in the machine learning area,the fact is that currently, in the multiagent community it is mostlylikely that learning means reinforcement learning. Given this back-ground, this talk has two aims: to revisit the old days motivations formultiagent learning, and to describe some of the work addressing thefrontiers of multiagent systems and machine learning. The intention of the latter task is to try to motivate people to address the issues thatare involved in the application of techniques from multiagent systemsin machine learning and vice-versa.
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Conference Program
Time Oct 19th
Sunday Time Oct 20th
Monday Time Oct 21st
Tuesday Time Oct 22nd
Wednesday Time
8:00-
9:00
Resgitration
8:00-
8:30Registration 8:00
-9:15
Plenary TalkLARS
8:30-
9:00Opening Ceremony
9:00-
10:30CTDIAC
9:00-
10:15
Plenary TalkBRACIS/ENIACKDMiLe
9:15-
10:30
Plenary TalkBRACIS/ENIACKDMiLe
9:00-
10:15
Plenary TalkBRACIS/ENIAC
9:00-
10:3010:30
-10:50
Coffee Break10:15
-10:35
Coffee Break10:30
-10:50
Coffee Break10:15
-10:35
Coffee Break10:30
-10:50
10:50
-12:50
CTDIAC
10:35
-12:35
Technical Sessions
10:50
-12:50
Technical Sessions
10:35
-12:35
Technical Sessions
10:50
-12:50
12:50-
14:00Lunch
12:35-
14:00Lunch
12:50-
14:00Lunch
12:35-
14:00Lunch
12:50-
14:0014:00
-16:00
CTDIAC14:00
-16:00
Technical Sessions14:00
-16:00
Technical Sessions14:00
-16:00
Technical Sessions14:00
-16:00
16:00-
16:20Coffee Break
16:00-
16:20Coffee Break
16:00-
16:20Coffee Break
16:00-
16:20Coffee Break
16:00-
16:2016:20
-18:50
CTDIAC16:20
-17:35
Plenary TalkLARS
16:20-
17:35
Plenary TalkBRACIS/ENIACKDMiLe
16:20-
17:35
Plenary TalkBRACIS/ENIAC
16:20-
18:5017:35
-18:50
Round TableLARS
17:35
-19:05
Technical Sessions
19:30-
22:00
Opening Session/Cocktail
19:30-
22:00
ConferenceDinner
19:30-
22:00
Special committeesmeetingsCEIA/CERN/CER
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CTDIAC Program
IX Best MSc Dissertations/DSc Theses Contest in Artificial Intelligence
MSc Dissertations - Sunday, Oct 19th
Room 4003 – ICMC
9:30 - 10:30 Investigation of the Hopfield model with complex network topology
Fabiano Berardo and Liang Zhao
10:30 - 10:50 Coffee Break
10:50 - 11:50 Data clustering based on collective behavior and self-organization
Roberto Gueleri and Liang Zhao
11:50 - 12:50
Signal Classification by Similarity and Feature Extraction Allows an Important
Application in Insect Recognition
Diego Silva and Gustavo Batista
12:50 - 14:00 Lunch
14:00 - 15:00 GPFIS: Um Sistema Fuzzy-Genético baseado em Programação Genética
Adriano Soares Koshiyama, Marley Vellasco and Ricardo Tanscheit
15:00 - 16:00 Relational Transfer across Reinforcement Learning Tasks via Abstract Policies
Marcelo Li Koga, Valdinei Freire and Anna Helena Reali Costa
16:00 - 16:20 Coffee Break
16:20 - 17:20 Relational Learning by Using Bottom Clauses into C-IL2P
Manoel Vitor Macedo França, Gerson Zaverucha and Artur S. D’Avila Garcez
IX Best MSc Dissertations/DSc Theses Contest in Artificial Intelligence
DSc Theses - Sunday, Oct 19th
Room 4001 – ICMC
9:30 - 10:30
Neural Networks and Genetic Algorithms for Hierarchical Multi-Label.Classification
Problems
Ricardo Cerri and Andre Carvalho
10:30 - 10:50 Coffee Break
10:50 - 11:50
Evolving Granular Systems
Daniel Leite, Pyramo Costa and Fernando Gomide
11:50 - 12:50 Roteamento Dinâmico de Veículos Não-Holonômicos para Visita a Regiões
Douglas Macharet and Mario Campos
12:50 - 14:00 Lunch
14:00 - 15:00 Machine learning via dynamical processes in complex networks
Thiago Henrique Cupertino and Liang Zhao
15:00 - 16:00 On Extension of Fuzzy Connectives
Eduardo Palmeira and Benjamin Bedregal
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KDMiLe Technical Sessions
Room of Electronic Learning – CISC
Monday, Oct 20th
TS 1: Time Series and Semisupervised Learning
10:35 - 11:25
10:35 - 10:55
Aprimorando a classificação semissupervisionada de séries temporais extraídasde imagens de satélite (Full Paper)B. F. do Amaral, R. R. V. Gonçalves, L. A. S. Romani, E. P. M. de Sousa
10:55 - 11:15Data Mining in Meteorological Time Series Using Association Rules and a Sim-ilarity Searching Based Method (Full Paper)Claudinei Garcia de Andrade, Mirela Teixeira Cazzolato, Marcela Xavier Ribeiro
11:15 - 11:25Usando Semi-supervisão para definir Representantes Auxiliares em Processos deAgrupamentos de Dados (Short Paper)W. J. Silva, M. C. N. Barioni, S. de Amo, H. L. Razente
TS 2: Applications I
11:30 - 12:30
11:30 - 11:50
A Machine Learning Approach to Predict the Pink Shrimp Harvest in the PatosLagoon Estuary (Full Paper)Paulo Drews-Jr., Matheus Bauer, Karina Machado, Pedro Puciarelli, Luiz Felipe Cestari Dumont
11:50 - 12:10
Investigating Withdraw of STEM Courses in a Brazilian University with EDM(Full Paper)Laci Mary Barbosa Manhães, Sérgio Manuel Serra da Cruz, Geraldo Zimbrão
12:10 - 12:20
Estimativa de Demanda Potencial de Matrícula sem Ensino Superior usandoDados Públicos e MúltiplosModelos de Regressão (Short Paper)
Pedro Calais Guerra, Rodrigo Yuji Mizobe Nakamura, Eduardo Raul Hruschka
12:20 - 12:30
Using Neural Networks and 3D sensors data to model LIBRAS gestures recog-nition (Short Paper)Gabriel de Souza P. Moreira, Gustavo Ravanhani Matuck, Osamu Saotome,Adilson M. da Cunha, Rodrigo L. Cardoso, Wagner Meira Jr
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KDMiLe Technical Sessions
Room of Electronic Learning – CISC
Monday, Oct 20th
TS 3: Applications II
14:00 - 14:40
14:00 - 14:20
Técnicas de Programação Genética para Descoberta de Fraudes em Transaçõesde Comércio Eletrônico (Full Paper)Carlos A. S. Assis, Adriano C. M. Pereira, Marconi A. Pereira, Eduardo G.Carrano
14:20 - 14:40
Estratégias para Aplicação de Políticas Parciais no Aprendizado por Reforço comMotivação Intrínseca (Full Paper)R. L. Beirigo and V. Freire and A. H. R. Costa
PANEL
14:45 - 16:00
Mineração de Dados e Aprendizado de Máquina nos Centros de Pesquisa
Brasileiros e na Indústria
Alexandre Plastino (Moderator)Ana Paula Appel, IBM Luciana Alvim Santos Romani, EmbrapaPlinio Vilela, CFlex Idan Nake, AMDOCS
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KDMiLe Technical Sessions
Room of Electronic Learning – CISC
Tuesday, Oct 21st
TS 4: Classification
10:50 - 11:40
10:50 - 11:10 Information Gain Feature Selection for Multi-Label Classification (Full Paper)
Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann
11:10 - 11:30On Feature Subset Selection for Fuzzy and Classic Machine Learning Classifica-tion Methods (Full Paper)Mariana V. Ribeiro, Heloisa A. Camargo, Marcos E. Cintra
11:30 - 11:40 Paralelização da SVM em GPU (Short Paper)
Henry E.L. Cagnini, Ana T. Winck, Rodrigo C. Barros
TS 5: Dimensionality Reduction – Latent Factors
11:45 - 12:25
11:45 - 12:05Análise e visualização de dados utilizando redes neurais artificiais auto orga-nizáveis (Full Paper)Adriano Lima de Sá, Marcelo Keese Albertini
12:05 - 12:25 Semi-NMF and Weighted Semi-NMF Algorithms Comparison (Full Paper)
Eric Velten de Melo, Jacques Wainer
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Summary for BRACIS/ENIAC Technical Sessions
Monday, Oct 20th
BRACIS ENIAC
10:15-
12:35
TS1a: Machine Learn-ing and Data Mining I
TS1b: Natural Lan-guage Processing I
TS1c: IntelligentRobotics
TS1d: Multi-objectiveOptimization
14:00-
16:00
TS2a: Social MediaAnalysis and Recom-
mender Systems
TS2b: Optimization I TS2c: Applications I TS2d: Pattern Recog-
nition
Tuesday, Oct 21st
BRACIS ENIAC
10:50-
12:50
TS3a: Neural Net-works
TS3b: Agents, Plan-ning and Scheduling
TS3c: Applications II TS3d: Fuzzy Systems
and Swarm Intelligence
14:00-
16:00TS4a: Regression andclassification
TS4b: Knowledge
Representation andReasoning I
TS4c: Data Mining
TS4d: Social Media
Analysis and Recom-mender Systems I
Wednesday, Oct 22nd
BRACIS ENIAC
10:35-
12:35
TS5a: Machine Learn-ing for Information Re-trieval and Mining
TS5b: Pattern Recog-nition
TS5c: Agents I TS5d: Optimization I
14:00-
16:00
TS6a: Machine Learn-ing and Data Mining II
TS6b: Natural Lan-guage Processing II
TS6c: KnowledgeRepresentation andReasoning
TS6d: Applications III
17:35-
19:05TS7a: Fuzzy Systems
TS7b: Multi-objectiveOptimization
TS7c: Social MediaAnalysis and Recom-mender Systems II
TS7d: Speech Recog-nition and Natural Lan-guage Processing I
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Summary for BRACIS/ENIAC Technical Sessions
Thursday, Oct 23rd
BRACIS ENIAC
9:00 -10:30
TS8a: Concept Driftand Adaptive Methods
TS8b: Neural Net-works and DynamicModels
TS8c: Applicatins IV TS8d: Agents II
10:50-
12:50
TS9a: KnowledgeRepresentation and
Reasoning II
TS9b: Machine Learn-ing and Complex Net-
works
TS9c: Applications V TS9d: Regression and
Classification I
BRACIS ENIAC
14:00-
16:00TS10: Optimization II
TS10c: Problem solv-ing and Planning
TS10d: Regressionand Classification II
TS10e: MachineLearning and DataMining I
ENIAC
16:30-
18:30
TS11a: Social Me-dia Analysis and Rec-ommender Systems III
TS11b: OptimizationII
TS11c: MachineLearning and DataMining II
TS11d: SpeechRecognition andNatural LanguageProcessing II
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BRACIS/ENIAC Detailed Program
Monday, Oct 20th
10:35 - 12:35
BRACIS
TS1a: Machine Learning and Data Mining I
Chair: Anne Canutto
Auditorium Prof. Fernão Germano
10:35 - 11:05
An Empirical Analysis of Meta-learning for the Automatic Choice of Architecture and
Components in Ensemble SystemsDiego Nascimento, Anne Canuto and Andre Coelho
11:05 - 11:35 Cost-Sensitive Measures of Algorithm Similarity for Meta-Learning
Carlos Eduardo Castor de Melo and Ricardo Bastos Cavalcante Prudêncio
11:35 - 12:05Improving Classifiers and Regions of Competence in Dynamic Classifier Ensemble Se-lectionTiago Lima, Anderson Sergio and Teresa Ludermir
12:05 - 12:35
Using Artificial Datasets to Analyze How Cardinality and Density Influence Multi-label
LearningRodrigo Rodovalho and Flavia Bernardini
TS1b: Natural Language Processing I
Chair: Thiago Pardo
Auditorium at CISC
10:35 - 11:05 Portuguese Part-of-Speech Tagging with Large Margin Structure Learning
Eraldo Rezende Fernandes, Irving Müller Rodrigues and Ruy Luiz Milidiú
11:05 - 11:35 Extracting semantic information from patent claims using phrasal structure annotations
Danilo Carvalho, Felipe França and Priscila Lima
11:35 - 12:05Sentiment Categorization on a Creole Language with Lexicon-Based and MachineLearning TechniquesAdolfo A. Rios, Pedro José Amarilla Oviedo, Gustavo Alberto Giménez Lugo
12:05 - 12:35Building a Language Model for Local Coherence in Multi-document Summaries usinga Discourse-enriched Entity-based Model
Maria Lucia Castro Jorge, Marcio Souza Dias and Thiago Salgueiro Pardo
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Monday, Oct 20th
10:35 - 12:35
ENIAC
TS1c: Intelligent Robotics
Chair: Paulo Santos
Auditorium CETEPE I
10:35 - 11:05 Uma proposta de SLAM para veículos subaquátios
Felipe Guth, Silvia Botelho, Luan Silveira, Paulo Drews-Jr and Matheus Machado
11:05 - 11:35 Detecting Changes in 3D Maps using Gaussian distributionSidnei Silva Filho, Paulo Drews-Jr and Silvia Botelho
11:35 - 12:05Utilizando Reconhecimento Semânticos de Objetos na Formulação de ComportamentosAdaptativos na Navegação de Robôs MóveisJurasildo Reinaldo, Rosiery Maia and Anderson Souza
12:05 - 12:35
Análise de uma Estratégia de Coordenação Bio-inspirada de Múltiplos Robôs para aTarefa de Vigilância em Ambientes DesconhecidosRodrigo Calvo, Janderson R. De Oliveira, Mauricio Figueiredo, Roseli Romero and
Ademir Constantino
TS1d: Multi-objective Optimization
Chair: Reinaldo Bianchi
Amphitheater Jorge Caron
10:35 - 11:05 Otimização multiobjetivo com sistemas imunológicos artificiais e operador de supressão
Ricardo de Carvalho Destro and Reinaldo A. C. Bianchi
11:05 - 11:35
Hyperlab: A Java framework for the creation and management of hyper-heuristics and
problem suitesKamila M. Galvani and Fernando J. Von Zuben
11:35 - 12:05Construção automática de algoritmos de indução de árvores de decisão: uma abor-dagem multiobjetivaMelis Silva, Rodrigo Barros and Márcio Basgalupp
12:05 - 12:35Um estudo sobre Otimização por Partículas aplicado ao problema de roteamento deveículos com demandas estocásticasVinícius Renan de Carvalho and Aurora Pozo
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Monday, Oct 20th
14:00 - 16:00
BRACIS
TS2a: Social Media Analysis and Recommender Systems
Chair: Anísio Lacerda
Auditorium Prof. Fernão Germano
14:00 - 14:30 The role of text pre-processing in opinion mining on a social media language dataset
Fernando Santos and Marcelo Ladeira
14:30 - 15:00Evaluating the Combination of Multiple Metadata Types in Movies RecommendationRenato Beltrão, Bruno Souza Cabral, Frederico Durão, Marcelo Manzato, Frederico
Araujo Durão
15:00 - 15:30
Using Topic Hierarchies with Privileged Information to Improve Context-Aware Rec-ommender SystemsCamila Vaccari Sundermann, Marcos Aurélio Domingues, Ricardo Marcondes Mar-
cacini and Solange Oliveira Rezende
15:30 - 16:00 Multimodal Interactions in Recommender Systems: An Ensembling Approach
Arthur Fortes Da Costa and Marcelo Manzato
TS2b: Optimization I
Chair: Anderson Sérgio
Auditorium at CISC
14:00 - 14:30A Hybrid Evolutionary System for Parameter Optimization and Lag selection in TimeSeries ForecastingJoão Oliveira and Teresa Ludermir
14:30 - 15:00 A hybrid competent multi-swarm approach for many-objective problemsOlacir Castro Jr and Aurora Pozo
15:00 - 15:30 Analyzing Limited Size Archivers of Multi-objective Optimizers
Hudson Geovane de Medeiros, Elizabeth F. G. Goldbarg and Marco C. Goldbarg
15:30 - 16:00 Meta-Learning and Multi-Objective Optimization to Design Ensemble of Classifiers
Antonino Feitosa Neto and Anne Canuto
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Monday, Oct 20th
14:00 - 16:00
ENIAC
TS2c: Applications I
Chair: Ricardo Destro
Auditorium CETEPE I
14:00 - 14:30Problema de Alocação de Berços em Terminais de Contêineres através de AlgoritmosGenéticosAdriane Serapiao and Larissa Cristina Moraes
14:30 - 15:00Aplicação de redes neurais artificiais no estudo simulado da degradação facultativa dedetergentsPierre Prado, Amanda Prandini, Iolanda Duarte and Antonio Martins
15:00 - 15:30Sistema Nebuloso Preditivo para Manutenção de Transformadores de Potência emSistema de Medição de Gases Dissolvidos em Óleo Mineral IsolanteAdriane Serapião and Celso Modesto Jr
15:30 - 16:00A comparison study of classifier algorithms: A submersible motor pump conditions inoffshore oil exploration application
Alexandre Rodrigues, Flavio Miguel Varejão and Marcos Pellegrini Ribeiro
TS2d: Pattern Recognition
Chair: Graçaliz Dimuro
Amphitheater Jorge Caron
14:00 - 14:30 Detecção Automática de Spammers em Redes Sociais
Jhony M. Campanha, Johannes V. Lochter and Tiago A. Almeida
14:30 - 15:00Informação de Fisher no modelo de Potts definido em grafos para classificação super-visionadaAlan Hiraga and Alexandre Levada
15:00 - 15:30Segmentação Espacial Não Uniforme Aplicada ao Reconhecimento de Gênero e Ex-pressões FaciaisVagner Amaral, Gilson Giraldi and Carlos Thomaz
15:30 - 16:00
Analysing some t-norm-based generalizations of the Choquet Integral for different fuzzymeasures with an application to fuzzy rule-based classification systemsGiancarlo Lucca, Rogério R. De Vargas, Graçaliz Dimuro, José Antonio Sanz Delgado,
Humberto Bustince and Benjamin Bedregal
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BRACIS/ENIAC Detailed Program
Tuesday, Oct 21st
10:50 - 12:50
BRACIS
TS3a: Neural Networks
Chair: Marcos Valle
Auditorium Prof. Fernão Germano
10:50 - 11:20
A Novel Continuous-Valued Quaternionic Hopfield Neural Network
Marcos Eduardo Valle
11:20 - 11:50 An Evolving Artificial Neural Network for the Investigation of Rat Exploratory Behavior
Ariadne Costa and Renato Tinós
11:50 - 12:20Stock Closing Price Forecasting Using Ensembles of Constructive Neural NetworksJoão Bertini, Tarcísio Guidoni, Rafael João, Maria Do Carmo Nicoletti and Almir
Artero
12:20 - 12:50 Automatic Generation of LUTs for Hardware Neural Networks
Mauricio Acconcia Dias, Daniel Oliva Sales, and Fernando Santos Osorio
TS3b: Agents, Planning and Scheduling
Chair: Thiago Pardo
Auditorium at CISC
10:50 - 11:20 Emergence and Macroscopic Observation of Large-scale Multi-agent Systems
Robin Lamarche-Perrin, Yves Demazeau and Jean-Marc Vincent
11:20 - 11:50 Bˆ2RTDP: An efficient solution for Bounded-Parameter Markov Decision ProcessFernando Fussuma, Karina Delgado and Leliane Barros
11:50 - 12:20Continuous Real Time Dynamic Programming for Discrete and Continuous StateMDPSLuis G. R. Vianna, Scott Sanner and Leliane N. Barros
12:20 - 12:50
Prediction Model Using CoverabilityTree from a Modeling in Petri Nets Applied inAGVs DispatchingVinicius Fernandes Caridá, Orides Morandin Jr, Paulo Roberto Cerioni and Carlos Cesar
Mansur Tuma
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Tuesday, Oct 21st
10:50 - 12:50
ENIAC
TS3c: Applications II
Chair: Ricardo Marcacini
Auditorium CETEPE I
10:50 - 11:20Metodologia baseada em redes complexas para análise das votações de deputadosbrasileirosFabiano Berardo de Sousa and Liang Zhao
11:20 - 11:50 ASDP: um processo para Análise de Sentimento em Debates Polarizados
Francisco Assis Ricarte Neto and Flávia Barros
11:50 - 12:20Bengala Inteligente Neural baseada em Aprendizagem por Reforço para DeficientesVisuaisFranciele A. S. Alves, Alexandre M. M. Neumann and Maury M. Gouvêa Jr
12:20 - 12:50 Aplicação do algoritmo sarsa à coleta de lixo - Avaliação de parâmetros
Darlinton Prauchner, Rogério Martins and Edson Padoin
TS3d: Fuzzy Systems and Swarm Intelligence
Chair: Myriam Regatteri Delgado
Amphitheater Jorge Caron
10:50 - 11:20 Geração de Regras Fuzzy para Classificação pelo Algoritmo OGP
Carlos Magno Valle, Adriano Soares Koshiyama, Ricardo Tanscheit and Marley Vellasco
11:20 - 11:50Algoritmo Fuzzy para Controle de Tráfego de Rede Baseado em Modelo MultifractalAdaptativo e Funções de Base OrtonormaisAlisson Cardoso, Flávio Vieira and Diego Abrahão
11:50 - 12:20Multi-objective Evolutionary Membership Functions Tuning as a Post-processing Taskin the Generation of Fuzzy Classification SystemsEdward Hinojosa Cardenas and Heloisa Camargo
12:20 - 12:50
Bioinspired Data Mining Algorithms: An Approach for Data Clustering with SwarmIntelligence AlgorithmsFelipe Bonon Gonçalves, Guilherme Sanchez Corrêa, Adriane Beatriz Souza Serapião
and Veronica Oliveira de Carvalho
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Tuesday, Oct 21st
14:00 - 16:00
BRACIS
TS4a: Regression and classification
Chair: Marcos Valle
Auditorium Prof. Fernão Germano
14:00 - 14:30 Investigation of Linear Genetic Programming Techniques for Symbolic Regression
Vinícius Veloso de Melo and Léo Françoso Dal Piccol Sotto
14:30 - 15:00Quantum-Inspired Multi-Gene Linear Genetic Programming Model for Regression Prob-lemsGuilherme Strachan, Adriano Soares Koshiyama, Douglas Mota Dias, Marley Vellasco
and Marco Pacheco
15:00 - 15:30 Multi-kernel approach to parallelization of EM algorithm for GMM training
Marcus Medeiros, Gabriel Araujo, Hendrik Macedo, Marco Chella and Leonardo Matos
15:30 - 16:00Using Political Party Affiliation Data to Measure Civil Servants Risk of CorruptionRicardo Silva Carvalho, Rommel Novaes Carvalho, Marcelo Ladeira, Fernando Mendes
Monteiro, and Gilson Libório de Oliveira Mendes
TS4b: Knowledge Representation and Reasoning I
Chair: Graçaliz Dimuro
Auditorium at CISC
14:00 - 14:30An ALC Description Default Logic with Exceptions-FirstDébora Farias Frota, Ana Teresa Martins, João Alcântara and Luis Henrique Busta-
mante
14:30 - 15:00 Syntactic Compression of DL TerminologiesRaphael Melo, Kate Revoredo and Aline Paes
15:00 - 15:30 Algorithms for Hidden Markov Models With Imprecisely Specified Parameters
Denis Maua, Cassio de Campos and Alessandro Antonucci
15:30 - 16:00 SAT and MaxSAT Encodings for Trees Applied to the Steiner Tree Problem
Ricardo Tavares de Oliveira and Fabiano Silva
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Tuesday, Oct 21st
14:00 - 16:00
ENIAC
TS4c: Data Mining
Chair: Anderson Sérgio
Auditorium CETEPE I
14:00 - 14:30 Abordagem Semi-supervisionada para Rotulação de Dados
Bruno Lima, Vinicius Machado and Rodrigo Veras
14:30 - 15:00Uma abordagem para a escolha do melhor método de seleção de instâncias usandometa-aprendizagemShayane Moura, Marcelo Bassani Freitas, Halisson Cardoso and George Darmiton
15:00 - 15:30Criminal Hot Spot Detection using Formal Concept Analysis and Clustering AlgorithmsAdriana M. G. Farias, Marcos Cintra, Angélica Félix de Castro and Danniel Cavalcante
Lopes
15:30 - 16:00Improving Data Mining Results by taking Advantage of the Data Warehouse Dimen-sions: A Case StudyM. N. Zarmehri and C. Soares
TS4d: Social Media Analysis and Recommender Systems I
Chair: Ahmed Esmin
Amphitheater Jorge Caron
14:00 - 14:30 Ampliando o Perfil do Usuário para um Sistema de Recomendação de Nomes Próprios
Rafael Glauber and Angelo Loula
14:30 - 15:00 Identificação Automática de Gêneros das Mensagens em Fóruns de Discussões do AVA
Fabrício Guimarães and Ahmed Esmin
15:00 - 15:30 Rede de Relacionamentos Brasileira de Inteligência Artificial e Computacional
Luciano Antonio Digiampietri, Sarajane Peres and Leandro Silva
15:30 - 16:00 TweeProfiles: Detection of spatio-temporal patterns on Twitter
Tiago Cunha, Carlos Soares and Eduarda Mendes Rodrigues
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BRACIS/ENIAC Detailed Program
Wednesday, Oct 22nd
10:35 - 12:35
BRACIS
TS5a: Machine Learning for Information Retrieval and Mining
Chair: Renato Assunção
Auditorium Prof. Fernão Germano
10:35 - 11:05
Clustering Search applied to Rank Aggregation
Luiz Henrique Nogueira Lorena, Ana Carolina Lorena, Luiz Antonio Nogueira Lorenaand André Carlos Ponce de Leon Ferreira de Carvalho
11:05 - 11:35 A Collaborative Filtering Approach based on User’s Reviews
Rafael D’Addio and Marcelo Manzato
11:35 - 12:05Combining Classification and Clustering for Tweet Sentiment AnalysisLuiz F. S. Coletta, Nádia F. F. Da Silva, Eduardo Hruschka and Estevam R. Hruschka
Jr
12:05 - 12:35
Regularized Supervised Distance Preserving Projections for Short-Text Classification
Alisson S.C. Alencar, João Paulo P. Gomes, Amauri H. Souza Júnior, Lívio A.M. Freire,José Wellington F. Silva, Rossana M.C. Andrade, and Miguel F. Castro
TS5b: Pattern Recognition
Chair: Tiago Weise
Auditorium at CISC
10:35 - 11:05An improvement of the K-SVD algorithm with applications on face recognitionGustavo Sant Anna Malkomes Muniz, João Paulo Pordeus Gomes and Carlos Eduardo
Fisch de Brito
11:05 - 11:35 Spatio-Temporal Pattern Classification with KernelCanvas and WiSARD
Diego Souza, Felipe França and Priscila Lima
11:35 - 12:05An Object-Based Visual Selection Model Combining Physical Features and MemoryAlcides X. Benicasa, Marcos G. Quiles, Thiago C. Silva, Liang Zhao and Roseli A.F.
Romero
12:05 - 12:35 Mapping of Facial Elements for Emotion Analysis
Giampaolo L. Libralon and Roseli A. F. Romero
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10:35 - 12:35
ENIAC
TS5c: Agents I
Chair: Ana Bazzan
Auditorium CETEPE I
10:35 - 11:05 A Trust-based II-ATMS for the Future Internet
Mondi Ravi, Yves Demazeau and Fano Ramparany
11:05 - 11:35Incorporating Object Features in Collaborative Argumentation-Based NegotiationAgents
Pablo Pilotti, Ana Casali and Carlos Chesñevar
11:35 - 12:05
An Agent-Based Metaheuristic Approach applied to Vehicle Routing Problem withTime-WindowsMaria Amélia Lopes Silva, Sergio Ricardo De Souza, Sabrina Oliveira and Marcone
Jamilson Freitas Souza
12:05 - 12:35 Semantic Web data representation in BDI Agents
Diogo De Campos and Ricardo Azambuja Silveira
TS5d: Optimization IChair: Anne Canutto
Amphitheater Jorge Caron
10:35 - 11:05 Investigando a Utilização de Abordagens Compactas nas Estratégias de Evolução
Anderson Sergio, Sidartha Carvalho and Marco Rego
11:05 - 11:35Alinhamento múltiplo de sequências utilizando otimização dialéticaRodrigo Gomes De Souza, Antônio Luiz Vieira Da Silva Júnior, Ricardo Yara and
Wellington Pinheiro Dos Santos
11:35 - 12:05Investigação de técnicas de otimização baseada em população em conjunto com téc-nicas de busca local para classificação de dadosGustavo Custódio and Debora Medeiros
12:05 - 12:35 Resolução Para o Problema n-Rainhas Utilizando ACO
Carolina Moreira and Aurora Pozo
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Wednesday, Oct 22nd
14:00 - 16:00
BRACIS
TS6a: Machine Learning and Data Mining II
Chair: Andre C. P. L. F. de Carvalho
Auditorium Prof. Fernão Germano
14:00 - 14:30 Label Construction for Multi-label Feature Selection
Newton Spolaôr, Maria-Carolina Monard, Grigorios Tsoumakas and Huei Lee
14:30 - 15:00 Individual Versus Difference Rewards on Reinforcement Learning for Route ChoiceRicardo Grunitzki, Gabriel de Oliveira Ramos and Ana L. C. Bazzan
15:00 - 15:30Music genre classification using traditional and relational approachesJorge Carlos Valverde Rebaza, Aurea Soriano, Lilian Berton, Maria Cristina Ferreira
de Oliveira and Alneu de Andrade Lopes
15:30 - 16:00 Multi-label Fault Classification Experiments in a Chemical Process
Thomas W. Rauber, Lucas H. S. Mello, Victor F. Rocha and Flavio Miguel Varejão
TS6b: Natural Language Processing II
Chair: Gisele Pappa
Auditorium at CISC
14:00 - 14:30Generating Cohesive Semantic Topics from Latent FactorsPaulo Viana Bicalho, Tiago Cunha, Fernando Mourão, Gisele L. Pappa and Wagner
Meira Jr
14:30 - 15:00 Lexicon-based Sentiment Analysis for Reviews of Products in Brazilian Portuguese
Lucas Vinicius Avanço and Maria Das Graças Volpe Nunes
15:00 - 15:30
Adaptive Distribution of Vocabulary Frequencies: a novel estimation suitable for socialmedia corpusRodrigo Augusto Igawa, Guilherme Sakaji Kido, José Luis Seixas Jr. and Sylvio Barbon
Jr
15:30 - 16:00Probabilistic Clustering and Classification for Textual Data: an Online and IncrementalApproachThiago Rodrigues and Paulo Engel
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Wednesday, Oct 22nd
14:00 - 16:00
ENIAC
TS6c: Knowledge Representation and Reasoning
Chair: Fabio Cozman
Auditorium CETEPE I
14:00 - 14:30Reasoning on Ontology Version Space with Temporal LogicsIuri Fernandes Queiroz, Luis Henrique Bustamante, Ana Teresa Martins and João
Alcântara
14:30 - 15:00 Abordagem de Classificação baseada em Comitê para Alinhamento de Ontologias
Vinicius Lopes, Fernanda Baião and Kate Revoredo
15:00 - 15:30 On the Checking of Indirect Normative Conflicts
Jean de Oliveira Zahn and Viviane Silva
15:30 - 16:00 Probabilistic Ontologies Incremental Modeling Using UnBBayes
Laécio L. Santos, Rommel Carvalho, Marcelo Ladeira and Li Weigang
TS6d: Applications III
Chair: Paulo Santos
Amphitheater Jorge Caron
14:00 - 14:30
Application of text mining techniques for classification of documents: a study of au-tomation of complaints screening in a Brazilian Federal AgencyPatrícia Andrade, Marcelo Ladeira, Rommel Carvalho, Henrique Rocha and Gilson
Libório
14:30 - 15:00
Evolução Diferencial com Múltiplos Vetores Experimentais Aplicada ao Problema do
Despacho Econômico de Energia ElétricaErick Cesaro, Gustavo Czaikoski, Richard Goncalves, Carolina Almeida, Sandra Venske
and Josiel Kuk
15:00 - 15:30Problema de Intervenção em Redes Gênicas Modelado como um Processo de DecisãoMarkoviano FatoradoFabio Tisovec, Leliane de Barros, Karina Delgado and Ronaldo Hashimoto
15:30 - 16:00Um Modelo Híbrido para Previsão de Produção de PetróleoFrancisca De Fátima Silva, Adrião Duarte Dória Neto, Paulo Sérgio Lucio and Eduardo
Henrique Silveira de Araujo
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Wednesday, Oct 22nd
17:35 - 19:05
BRACIS
TS7a: Fuzzy Systems
Chair: Heloisa de Arruda Camargo
Auditorium Prof. Fernão Germano
17:35 - 18:05Adaptive Fuzzy Architecture to Predict and Decrease e-Contract ViolationsAnderson Francisco Talon, Edmundo Roberto Mauro Madeira and Maria Beatriz Felgar
De Toledo
18:05 - 18:35A Methodology for Building Fuzzy Rule-based Systems Integrating Expert and DataKnowledgeHelano Póvoas De Lima and Heloisa De Arruda Camargo
18:35 - 19:05 FuzzyStudio: A Web Tool for Modeling and Simulation of Fuzzy Systems
Marcelo Souza, Fernando Santos, Adolfo Rodríguez Soto and Adilson Vahldick
TS7b: Agents, Planning and Scheduling II
Chair: Thiago Pardo
Auditorium at CISC
17:35 - 18:05Transgenetic Algorithms for the Multi-objective Quadratic Assignment ProblemCarolina Almeida, Richard Goncalves, Elizabeth Goldbarg, Marco Goldbarg and Myriam
Delgado
18:05 - 18:35
ELMOEA/D-DE: Extreme Learning Surrogate Models in Multi-objective Optimizationbased on Decomposition and Differential EvolutionLucas Marcondes Pavelski, Myriam Regattieri Delgado, Carolina Paula De Almeida,
Richard Aderbal Gonçalves and Sandra Mara Venske
18:35 - 19:05A GPU Implementation of MOEA/D-ACO for the Multiobjective Traveling SalesmanProblemMurilo Zangari and Aurora Pozo
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Wednesday, Oct 22nd
17:35 - 19:05
ENIAC
TS7c: Social Media Analysis and Recommender Systems II
Chair: Ahmed
Auditorium CETEPE I
17:35 - 18:05 Complex networks for aiding online discussion forum evaluation
Fabiano Berardo de Sousa, Elenise Maria Araújo and Jose Dutra Oliveira Neto
18:05 - 18:35 Reconhecimento de Padrões Aplicados a Comentários de Fóruns EducacionaisVitor Rolim, Filipe Rolim and Rafael Ferreira
18:35 - 19:05 Normalização Textual e Indexação Semântica Aplicadas na Filtragem de SMS Spam
Tiago P. Silva, Igor Santos, Tiago A. Almeida and José M. G. Hidalgo
TS7d: Speech Recognition and Natural Language Processing I
Chair: Gustavo Batista
Amphitheater Jorge Caron
17:35 - 18:05
Estudo do Impacto de um Corpus Desbalanceado na Identificação de Emoções emTextosLohann Paterno Coutinho Ferreira, Mariza Miola Dosciatti and Emerson Cabrera
Paraiso
18:05 - 18:35Desenvolvimento de um software para detecção automática de tópicos em documentostextuais baseada em taxonomiaPatrick Silva, Elvio Silva and Christian Freitas
18:35 - 19:05 A Novel Process Meta-model for Developing Automatic Speech Recognition Systems
Gabriel Araujo and Hendrik Macedo
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BRACIS/ENIAC Detailed Program
Thursday, Oct 23rd
8:30 - 10:30
ENIAC
TS8c: Applications IV
Chair: Reinaldo Bianchi
Auditorium CETEPE I
8:30 - 9:00
Computational Intelligence: Trailing Mendeleyev‘s Footsteps
Maurício Ruv Lemes, Arnaldo Dal Pino Júnior and Kallaran Cavalcante Barros
9:00 - 9:30Descoberta de Conhecimento com Auxílio da Inteligência Humana: um estudo de casopara dobramento de proteínasRenan Luz, Diana Francisca Adamatti and Adriano Werhli
9:30 - 10:00 Aprendizagem por Reforço com Rede Neural no Desenvolvimento de Jogos Digitais
Edival Assis and Maury Gouvêa
10:00 - 10:30Esquema de Alocação de Blocos de Recursos com Garantia de QoS Baseado em LógicaFuzzy para Redes LTEDiego Cruz Abrahão and Flávio Henrique Teles Vieira
TS8d: Agents II
Chair: Ana Bazzan
Amphitheater Jorge Caron
8:30 - 9:00Um Modelo de Suporte à Comunicação de Agentes para tratamento de informaçãoimprecisa com ontologia: integrando aos ambientes Jason e JadeFabio Aiub Sperotto and Diana Francisca Adamatti
9:00 - 9:30 Agente negociador baseado em técnicas fuzzy
Miriam Mariela Morveli Espinoza, Myriam Regattieri Delgado and Cesar A. Tacla
9:30 - 10:00 A Robust dual layer framework solution to the Road Sign Problem
Cassio Felipe F. Oliveira and Paulo M. Engel
10:00 - 10:30 Modelos de Ação com Pós-Condição
Isaque Lima and Mario Benevides
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Thursday, Oct 23rd
9:00 - 10:30
BRACIS
TS8a: Concept Drift and Adaptive Methods
Chair: André C.P.L.F. de Carvalho
Auditorium Prof. Fernão Germano
9:00 - 9:30 A Stable and Online Approach to Detect Concept Drift in Data Streams
Fausto Guzzo Da Costa and Rodrigo Fernandes de Mello
9:30 - 10:00 Adaptive Algorithms in Accelerometer BiometricsPaulo Henrique Pisani, Ana Carolina Lorena and André C. P. L. F. de Carvalho
10:00 - 10:30 A Group Search Optimization Method for Data Clustering
Luciano Pacifico and Teresa Ludermir
TS8b: Neural Networks and Dynamic Models
Chair: Liang Zhao
Auditorium at CISC
9:00 - 9:30 Fast Coverage of N-dimensional State Space Self-Organizing Map
Daniel Gomes and Aluizio Araujo
9:30 - 10:00 Recognizing Fractal Patterns using a Ring of Phase Oscillators
Fábio Oliveira Da Silva and Liang Zhao
10:00 - 10:30 Data clustering using topological features
Cássio Pereira and Rodrigo Mello
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Thursday, Oct 23rd
10:50 - 12:50
BRACIS
TS9a: Knowledge Representation and Reasoning II
Chair: Fabio Cozman
Auditorium Prof. Fernão Germano
10:50 - 11:20 Algorithms for Multiple Contraction and an Application to OWL ontologies
Fillipe Resina, Márcio Ribeiro and Renata Wassermann
11:20 - 11:50 Unlink Prediction in Evolving Social Networks through Probabilistic Description LogicMarcius Armada, Kate Revoredo and José Eduardo Ochoa Luna
11:50 - 12:20 Private Dynamic Epistemic Friendship Logic
Henrique Viana, Arnaldo Araújo, Lucas Leite and João Alcântara
12:20 - 12:50Inference with Aggregation Parfactors: Lifted Elimination with First-Order d-SeparationFelipe Takiyama and Fabio Cozman
TS9b: Machine Learning and Complex Networks
Chair: Liang Zhao
Auditorium at CISC
10:50 - 11:20 A multilevel approach for overlapping community detection
Alan Valejo, Jorge Valverde-Rebaza and Alneu Lopes
11:20 - 11:50 Rhythmic Pattern Extraction by Community Detection in Complex Networks
Andrés Eduardo Coca Salazar and Liang Zhao
11:50 - 12:20 Detecting Time Series Periodicity Using Complex Networks
Leonardo Ferreira and Liang Zhao
12:20 - 12:50 Evaluating and comparing the igraph community detection algorithms
Fabiano Berardo de Sousa and Liang Zhao
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Thursday, Oct 23rd
10:50 - 12:50
ENIAC
TS9c: Applications V
Chair: Murilo Naldi
Auditorium CETEPE I
10:50 - 11:20Técnicas de agrupamento aplicadas em culturas para suporte à decisão em agriculturade precisãoMariana Pereira, Kemilly Garcia, Claudio Ronchi and Murilo Naldi
11:20 - 11:50 Evolução Diferencial Aplicada ao Problema de Despacho Econômico de Energia Elétrica
Lucas Prestes, Richard Gonçalves, Josiel Kuk, Sandra Venske and Carolina Almeidal
11:50 - 12:20Avaliação de Técnicas de Regressão para Predição de Fluxo de Veículos na Cidade deBelo HorizonteAline Xavier Fidêncio and Luiz Merschmann
12:20 - 12:50 Inteligência de Enxames na Otimização da Densidade de Redes de Sensores Sem Fio
Carlos Henrique Drumm, Paulo Roberto Ferreira and Lisane Brisolara
TS9d: Regression and Classification I
Chair: Ricardo Marcacini
Amphitheater Jorge Caron
10:50 - 11:20RCMDE-GSD: building global hierarchical classifiers using differential evolution forpredicting gene ontology termsRafael Abud Menezes and Júlio Cesar Nievola
11:20 - 11:50Improving Local Gaussian Process For Real-Time Online RegressionRenado de P. Pereira, Paulo M. Engel, Thiago F. Rodrigues and Cassio Felipe F. de
Oliveira
11:50 - 12:20Modelos de Regressão para a Previsão de Séries Temporais por meio do AlgoritmokNN-TSPCarlos Andrés Ferrero, André Gustavo Maletzke and Willian Zalewski
12:20 - 12:50 Classificação de padrões robusta com redes Adaline modificadas
César Lincoln Mattos, José Daniel Santos and Guilherme Barreto
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Thursday, Oct 23rd
14:00 - 16:00
BRACIS
TS10: Optimization II
Chair: Murilo Naldi
Auditorium Prof. Fernão Germano
14:00 - 14:30A Hybrid Binary Multi-Objective Particle Swarm Optimization with Local Search forTest Case SelectionLuciano S. Souza, Ricardo Prudencio and Flavia Barros
14:30 - 15:00Improved Cooperative Group Search Optimization Based on Divide-and-Conquer Strat-egyLuciano Pacifico and Teresa Ludermir
15:00 - 15:30 Archive Based Multi-Swarm Algorithm for Many-Objective Problems
Andre Britto, Sanaz Mostaghim and Aurora Pozo
15:30 - 16:00 Multiple Parallel MapReduce k-means Clustering with Validation and Selection
Kemilly Garcia and Murilo Naldi
ENIAC
TS10c: Problem Solving and Planning
Chair: Leliane Nunes
Auditorium CETEPE I
14:00 - 14:30
Aprendizado por reforço em lote para o problema de tomada de decisão em processos
de vendaDenis Antonio Lacerda and Leliane Nunes de Barros
14:30 - 15:00 Solving Sokoban Optimally using Pattern Databases for Deadlock Detection
André Grahl Pereira, Marcus Ritt and Luciana Salete Buriol
15:00 - 15:30 A local decision making cellular automata-based path-planning
Gina Oliveira and Giordano Ferreira
15:30 - 16:00 Aplicando técnicas de classificação em planejamento probabilístico
Jean L. Sousa and Carlos Roberto Lopes
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Thursday, Oct 23rd
14:00 - 16:00
ENIAC
TS10d: Regression and Classification II
Chair: Liang Zhao
Amphitheater Jorge Caron
14:00 - 14:30
“Who is their mother?”: A classification work to get answers over registration peopledatabasesGustavo C. G. Van Erven, Rommel Novaes Carvalho, Maristela Holanda, Marcelo
Ladeira, Henrique Rocha and Gilson Mendes
14:30 - 15:00 Multi-label Classification of Music into Genres
Vitor Da Silva and Ana T. Winck
15:00 - 15:30 On the data classification using complex network entropy
Filipe A. Neto and Liang Zhao
15:30 - 16:00Classificação Automática de Gêneros Musicais Latinos Utilizando Sistemas FuzzyJoão Marcelo Bernardi, Marcos Henrique de Andrade, Glaucia Bressan and Carlos Silla
Júnior
TS10e: Machine Learning and Data Mining I
Chair: Andre C. P. L. F. de Carvalho
Auditorium at CISC
14:00 - 14:30 Machine Learning And Adaptive Morphological Operators
Magno Almeida Filho, Francisco Silva and Arthur Braga
14:30 - 15:00 ClusterOSS: a new undersampling method for imbalanced learning
Victor H Barella, Eduardo P Costa and André C P L F Carvalho
15:00 - 15:30Uma abordagem de poda para Máquinas de Aprendizado Extremo via AlgoritmosGenéticosAlisson S. C. Alencar and Ajalmar Rêgo Da Rocha Neto
15:30 - 16:00Query Rules Study on Active Semi-Supervised Learning using Particle Competition andCooperationFabricio Breve
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Thursday, Oct 23rd
16:30 - 18:30
ENIAC
TS11a: Social Media Analysis and Recommender Systems III
Chair: Reinaldo Bianchi
Auditorium Prof. Fernão Germano
16:30 - 17:00 New Approach to Detect the Political Opinion in Tweets
Diala Ezzeddine, Fabien Rico and Djamel A. Zighed
17:00 - 17:30Keyword Identification in Structured Reports in the Presence of AmbiguityKuruvilla Joseph Abraham, Flavia Pena Nicolas, Amanda Da Rocha Reis, Ivan Torres
Pisa and Evandro Eduardo Seron Ruiz
17:30 - 18:00Real-time Sentiment Analysis in Social Media Streams: The 2013 Confederation CupCasePaulo Cavalin, Maira Gatti, Cícero Nogueira Dos Santos and Claudio Pinhanez
18:00 - 18:30Aperfeiçoamento do Mapeador de Teses e Dissertações da UFPEUbiracy Dos Santos Rego Junior, Teresa Bernarda Ludermir and Renato Fernandes
Correa
TS11b: Optimization II
Chair: Márcio Porto Basgalupp
Auditorium at CISC
16:30 - 17:00 Configuração automática de parâmetros: um estudo de caso
Gian Fritsche and Aurora Pozo
17:00 - 17:30 Aplicação do Algoritmo ACO-HH para o problema de cobertura de conjuntos
Alexandre S. Ferreira, Aurora T. R. Pozo and Richard Aderbal
17:30 - 18:00Uma abordagem de alinhamento múltiplo de sequências utilizando evolução diferencialAntônio Luiz Vieira Da Silva Júnior, Rodrigo Gomes De Souza, Ricardo Yara and
Wellington Pinheiro Dos Santos
18:00 - 18:30 Bi-objective Worker Assignment in the bases of StarCraft
Caio Freitas de Oliveira, Elizabeth Ferreira Gouvea Goldbarg and Marco Cesar Goldbarg
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Thursday, Oct 23rd
16:30 - 18:30
ENIAC
TS11c: Machine Learning and Data Mining II
Chair: Ricardo Marcacini
Auditorium CETEPE I
16:30 - 17:00 Viabilidade do Aprendizado Ativo em Máquinas Extremas
Davi Santos and Andre Carvalho
17:00 - 17:30 A Robust and Regularized Extreme Learning MachineAnanda Freire and Guilherme Barreto
17:30 - 18:00Metodologia para Avaliar Técnicas de Redução de Protótipos: Protótipos Geradosversus Protótipos SelecionadosLuciano De Santana Pereira and George D.C. Cavalcanti
TS11d: Speeach Recognition and Natural Language Processing II
Chair: Solange Rezende
Amphitheater Jorge Caron
16:30 - 17:00 Análise de Múltiplos Sentimentos em Textos Baseada em Lexicon
Igor Barbosa, Ygor Diniz, Andy Gajadhar, Yuri Malheiros and Andrei Formiga
17:00 - 17:30A comparison of the effect of feature selection and balancing strategies upon thesentiment classification of Portuguese News StoriesBrett Drury and Alneu de Andrade Lopes
17:30 - 18:00
Identificando o Assunto dos Documentos em Coleções Textuais Utilizando TermosCompostos
Fabiano Fernandes Dos Santos, Veronica Oliveira de Carvalho and Solange OliveiraRezende