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6th BRACIS 2017: Uberlândia, Brazil
- 2017 Brazilian Conference on Intelligent Systems, BRACIS 2017, Uberlândia, Brazil, October 2-5, 2017. IEEE Computer Society 2017, ISBN 978-1-5386-2407-4
Machine Learning and Data Mining I
- Rafael Garcia Leonel Miani, Estevam Rafael Hruschka Junior:
Correcting Inconsistencies through Association Rules in Temporal Large Growing Knowledge Bases. 1-6 - Matheus Alves, Ana L. C. Bazzan, Mariana Recamonde Mendoza
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Social-Training: Ensemble Learning with Voting Aggregation for Semi-supervised Classification Tasks. 7-12 - Ricardo Araújo Rios, Caio S. Lopes, Fabio H. G. Sikansi, Paulo A. Pagliosa, Rodrigo Fernandes de Mello
Analyzing the Public Opinion on the Brazilian Political and Corruption Issues. 13-18 - Saulo Martiello Mastelini, Everton Jose Santana
DSTARS: A Multi-target Deep Structure for Tracking Asynchronous Regressor Stack. 19-24 - Julissa Villanueva Llerena
On Using Sum-Product Networks for Multi-label Classification. 25-30 - Leandro Miranda, José Viterbo Filho
RegK-Means: A Clustering Algorithm Using Spatial Contiguity Constraints for Regionalization Problems. 31-36
Machine Learning and Data Mining II
- Vanessa Antunes, Katti Faceli, Tiemi Christine Sakata:
HSS: Compact Set of Partitions via Hybrid Selection. 37-42 - André Gustavo Maletzke, Denis Moreira dos Reis, Gustavo E. A. P. A. Batista:
Quantification in Data Streams: Initial Results. 43-48 - Edilson Anselmo Corrêa Júnior, Vanessa Queiroz Marinho, Leandro Borges dos Santos, Thales Felipe Costa Bertaglia, Marcos Vinícius Treviso, Henrico Bertini Brum:
PELESent: Cross-Domain Polarity Classification Using Distant Supervision. 49-54 - Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João Carlos Xavier Jr.:
Investigating the Impact of Similarity Metrics in an Unsupervised-Based Feature Selection Method. 55-60 - Julio Albinati, Wagner Meira Jr., Gisele L. Pappa, Andrew Gordon Wilson:
Efficient Gaussian Process-Based Inference for Modelling Spatio-Temporal Dengue Fever. 61-66 - Tiago Pinho da Silva
A Fuzzy Variant for On-Demand Data Stream Classification. 67-72
Machine Learning and Data Mining III
- Justin Brody
An Enactive Self-Model for Sparse Representations and Improved Performance. 73-78 - João Fausto Lorenzato de Oliveira
A Hybrid Semi-linear System for Time Series Forecasting. 79-84 - Christopher Dane Shulby, Martha Dais Ferreira, Rodrigo Fernandes de Mello
Acoustic Modeling Using a Shallow CNN-HTSVM Architecture. 85-90 - Lucas Chesini Okimoto, Ricardo Manhães Savii, Ana Carolina Lorena:
Complexity Measures Effectiveness in Feature Selection. 91-96 - Fernando Maciano de Paula Neto
Non-unitary Quantum Associative Memory. 97-102
Planning and Scheduling
- Leonardo Henrique Moreira, Célia Ghedini Ralha
Improving Multi-agent Planning with Unsolvability and Independent Plan Detection. 103-108 - Daniel Augusto de Melo Moreira, Karina Valdivia Delgado, Leliane Nunes de Barros:
Risk-Sensitive Markov Decision Process with Limited Budget. 109-114 - Tiago Ismailer de Carvalho
Stochastic Cellular Automata Model to Reduce Rule Space Cardinality Applied to Task Scheduling with Many Processors. 115-120 - Jhonatan Alves, Jerusa Marchi
Web Service Composition: An Agent-Based Approach. 121-126
Agent-Based and Multi-agent Systems
- Mariela Morveli Espinoza
Resolving Resource Incompatibilities in Intelligent Agents. 127-132 - Marlo Souza, Álvaro F. Moreira, Renata Vieira
A Dynamic Preference Logic for Reasoning about Agent Programming. 133-138 - Ricardo Grunitzki, Ana L. C. Bazzan:
Comparing Two Multiagent Reinforcement Learning Approaches for the Traffic Assignment Problem. 139-144 - Cleiton Alves da Silva, Valdinei Freire:
Learning-Process Evaluation to Select Spatial Abstractions in Reinforcement Learning. 145-150 - Thiago Pedro Donadon Homem
Improving Reinforcement Learning Results with Qualitative Spatial Representation. 151-156 - João Mario Lopes Brezolin, Sandro Rama Fiorini, Márcia de Borba Campos, Rafael H. Bordini:
Use of Conceptual Representations Based on Conceptual Spaces Theory Applied to BDI Agents. 157-162
Deep Learning / Neural Networks
- Adenilton José da Silva
Neural Networks Architecture Evaluation in a Quantum Computer. 163-168 - Andres Bueno, Guilherme Palermo Coelho
Online Sequential Learning Based on Extreme Learning Machines for Particulate Matter Forecasting. 169-174 - Fernando Maciano de Paula Neto
On the Entanglement Dynamics of the Quantum Weightless Neuron. 175-180 - Valter Akira Miasato Filho, Diego Augusto Silva, Luis Gustavo D. Cuozzo:
Multi-objective Long-Short Term Memory Neural Networks for Speaker Diarization in Telephone Interactions. 181-185 - Fidelis Zanetti de Castro
Continuous-Valued Quaternionic Hopfield Neural Network for Image Retrieval: A Color Space Study. 186-191 - Renan Guedes Maidana
Deep Neural Networks for Handwritten Chinese Character Recognition. 192-197
Applications I
- Moacir Antonelli Ponti
Relevance Image Sampling from Collection Using Importance Selection on Randomized Optimum-Path Trees. 198-203 - Ismael Caldana, Ana Estela Antunes da Silva
Using X-Ray Flux Time Series for Solar Explosion Forecasting. 204-209 - Henrique Coelho Fernandes
Artificial Neural Networks and Infrared Thermography for Fiber Orientation Assessment. 210-215 - Cyntia Eico Hayama Nishida
Controlling Gene Regulatory Networks with FQI-SARSA. 216-221 - Fernando Dione dos Santos Lima, Gabriel Maia Rocha Amaral, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam de Castro Machado:
Predicting Failures in Hard Drives with LSTM Networks. 222-227 - Francisco Lucas Falcao Pereira, Fernando Dione dos Santos Lima, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam de Castro Machado:
Transfer Learning for Bayesian Networks with Application on Hard Disk Drives Failure Prediction. 228-233
Applications II
- Carlos R. G. Junior, Pedro Henrique Gomes
A Machine Learning-Based Approach for Prediction of Plant Protection Product Deposition. 234-239 - Schubert Ribeiro de Carvalho, Iraquitan Cordeiro Filho
A Novel Procedure for Classification of Early Human Actions from EEG Signals. 240-245 - Victor Terra Ferrão, Cássio Dener Noronha Vinhal, Gelson da Cruz:
An Occupancy Grid Map Merging Algorithm Invariant to Scale, Rotation and Translation. 246-251 - Pedro Garcia Freitas
Blind Image Quality Assessment Using Local Variant Patterns. 252-257 - Francisco Gerardo Medeiros Neto
Fractal Dimension-Based Drosophila Melanogaster Wing Genotype Classification. 258-263 - Michel Marialva Yvano, Bernardo Bentes Gatto
A Method to Detect Boats in Images of the Amazonian Rivers. 264-269
Evolutionary Computation and Metaheuristics
- Ricardo Henrique Remes de Lima, Aurora Trinidad Ramirez Pozo
Investigating Grammar-Based Design of Multi-objective Particle Swarm Optimization Algorithm. 270-275 - Brenner Humberto Ojeda Rios
A Hybrid Metaheuristic for the Traveling Car Renter Salesman Problem. 276-281 - Renan Samuel da Silva, Rafael Stubs Parpinelli
Playing the Original Game Boy Tetris Using a Real Coded Genetic Algorithm. 282-287 - Gian Mauricio Fritsche
A Heterogeneous Distributed Approach for Many-Objective Optimization. 288-293 - Pedro Henrique Narloch, Rafael Stubs Parpinelli
The Protein Structure Prediction Problem Approached by a Cascade Differential Evolution Algorithm Using ROSETTA. 294-299 - Thiago Muniz Stehling, Sérgio Ricardo de Souza:
A Comparison of Crossover Operators Applied to the Vehicle Routing Problem with Time Window. 300-305
Pattern Recognition and Cluster Analysis
- Alex Santana dos Santos, Marcos Eduardo Valle
A Fast and Robust Max-C Projection Fuzzy Autoassociative Memory with Application for Face Recognition. 306-311 - Gabriel Rodrigues da Silva, Marcelo Keese Albertini
Using Multiple Clustering Algorithms to Generate Constraint Rules and Create Consensus Clusters. 312-317 - Victor Alexandre Padilha, André Carlos Ponce de Leon Ferreira de Carvalho
A Comparison of Hierarchical Biclustering Ensemble Methods. 318-323 - Mariana Alves Pereira, Elaine Ribeiro de Faria Paiva
Online Detection of Outliers in Clusters of Continuous Data Streaming. 324-329 - Lucas Fernandes Brunialti, Sarajane Marques Peres
The BinOvNMTF Algorithm: Overlapping Columns Co-clustering Based on Non-negative Matrix Tri-factorization. 330-335 - Paulo G. L. Candido, Murilo Coelho Naldi, Jonathan de Andrade Silva, Elaine R. Faria
Scalable Data Stream Clustering with k Estimation. 336-341
Natural Language Processing
- Anderson Pinheiro Cavalcanti, Rafael Ferreira Leite de Mello
Statistical and Semantic Features to Measure Sentence Similarity in Portuguese. 342-347 - Fernando Antônio Asevedo Nóbrega, Thiago Alexandre Salgueiro Pardo:
Update Summarization for Portuguese. 348-353 - Marcelo Criscuolo
MilkQA: A Dataset of Consumer Questions for the Task of Answer Selection. 354-359 - Irving Muller Rodrigues, Eraldo Rezende Fernandes:
How Difficult is the Adaptation of POS Taggers? 360-365 - Jorge Valverde Tohalino
Extractive Multi-document Summarization Using Dynamical Measurements of Complex Networks. 366-371
Search and Optimization
- Fabio Sebastian Silveira, Gustavo Alberto Giménez Lugo:
Coalition Generation Scalability through Community Detection: Results on Real Graphs. 372-377 - Jose Ricardo Goncalves, Iago A. Carvalho
An Experimental Evaluation of the Algorithm Mean Upper Heuristic for Interval Data Min-Max Regret Combinatorial Optimization Problem. 378-383 - Marcella Scoczynski Ribeiro Martins
Probabilistic Analysis of Pareto Front Approximation for a Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm. 384-389 - Richard Aderbal Gonçalves
A New Hyper-Heuristic Based on a Restless Multi-armed Bandit for Multi-objective Optimization. 390-395 - Lucas Prestes, Myriam Regattieri de Biase da Silva Delgado, Richard Aderbal Gonçalves
A Hyper-Heuristic in MOEA/D-DRA Using the Upper Confidence Bound Technique. 396-401 - Tiago Peres França, Thiago Fialho de Queiroz Lafetá, Luiz Gustavo Almeida Martins
A Comparative Analysis of MOEAs Considering Two Discrete Optimization Problems. 402-407
Knowledge Representation and Reasoning
- Cleyton Mário de Oliveira Rodrigues, Frederico Luiz Gonçalves de Freitas, Ryan Ribeiro de Azevedo:
An Improved Logic-Based Implementation to Ontology Assessment. 408-413 - Cleyton Mário de Oliveira Rodrigues, Frederico Luiz Gonçalves de Freitas, Italo Jose da Silva Oliveira
An Ontological Approach to the Three-Phase Method of Imposing Penalties in the Brazilian Criminal Code. 414-419 - Eduardo L. Fermé
Iterated Belief Change the Case of Expansion Into Inconsistency. 420-425 - Igor Cataneo Silveira, Denis Deratani Mauá:
University Entrance Exam as a Guiding Test for Artificial Intelligence. 426-431 - Geraldo Ribeiro Franciscani, Rodrygo L. T. Santos, Michel Boaventura, Pedro Dalla Bernardina, Wagner Meira Jr., Raquel Cardoso de Melo Minardi
Experimental Evaluation of Crowdsourcing on the Characterization of Data Visualization Techniques. 432-437
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