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BRACIS 2013: Fortaleza, CE, Brazil
- Brazilian Conference on Intelligent Systems, BRACIS 2013, Fortaleza, CE, Brazil, 19-24 October, 2013. IEEE Computer Society 2013, ISBN 978-0-7695-5092-3
TS 1: Machine Learning and Data Mining I
- Josh Weissbock, Ahmed A. A. Esmin, Diana Inkpen:
Using External Information for Classifying Tweets. 1-5 - Newton Spolaôr
, Everton Alvares Cherman, Maria Carolina Monard, Huei Diana Lee
ReliefF for Multi-label Feature Selection. 6-11 - Gleison Morais, Ronaldo C. Prati
Complex Network Measures for Data Set Characterization. 12-18 - Elaine R. Faria
Evaluation Methodology for Multiclass Novelty Detection Algorithms. 19-25
TS 2: Agent-Based and Multi-agent Systems
- Giovani Parente Farias, Graçaliz Pereira Dimuro, Glenda Dimuro Peter
A BDI-Fuzzy Agent Model for Exchanges of Non-economic Services Based on the Social Exchange Theory. 26-32 - Ariel Monteserin
An Approach to Establish the Negotiation Agenda in Argumentation-Based Contexts. 33-37 - Emmanuel Sávio Silva Freire
Norm-Based Behavior Modification in Model-Based Reflex Agents. 38-43 - Baldoino Fonseca dos Santos Neto, Viviane Torres da Silva, Márcio Ribeiro
Using Jason to Develop Refactoring Agents. 44-50
TS 3: Evolutionary Computation and Swarm Intelligence
- João F. L. Oliveira, Luciano D. S. Pacífico
A Hybrid Group Search Optimization Based on Fish Swarms. 51-56 - Rodney O. M. Diana, Moacir F. de França Filho, Sérgio Ricardo de Souza, Maria Amélia Lopes Silva:
A Clonal Selection Algorithm for Makespan Minimization on Unrelated Parallel Machines with Sequence Dependent Setup Times. 57-63 - Rafael Stubs Parpinelli
An Ecology-Based Evolutionary Algorithm Applied to the 2D-AB Off-Lattice Protein Structure Prediction Problem. 64-69 - Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello
Distributed K-Means Clustering with Low Transmission Cost. 70-75
TS 4: Machine Learning and Data Mining II
- Vinícius M. A. de Souza
Classification of Data Streams Applied to Insect Recognition: Initial Results. 76-81 - Rafael Giusti, Gustavo E. A. P. A. Batista:
An Empirical Comparison of Dissimilarity Measures for Time Series Classification. 82-88 - Laura Emmanuella A. Santana
Particle Swarm Intelligence as Feature Selector in Ensemble Systems. 89-94 - Willian Zalewski, Fabiano Silva, André Gustavo Maletzke, Feng Chung Wu, Huei Diana Lee
Symbolic Representation Based on Temporal Order Information for Time Series Classification. 95-100
TS 5 : Pattern Recognition and Cluster Analysis
- Danilo Habermann, Alberto Yukinobu Hata, Denis F. Wolf, Fernando Santos Osório
Artificial Neural Nets Object Recognition for 3D Point Clouds. 101-106 - Francisco de A. T. de Carvalho
A Fuzzy C-Medoids Clustering Algorithm Based on Multiple Dissimilarity Matrices. 107-112 - Francisco de A. T. de Carvalho
Partitioning Fuzzy C-Means Clustering Algorithms for Interval-Valued Data Based on City-Block Distances. 113-118 - Marcos Aurélio Domingues
The Impact of Context-Aware Recommender Systems on Music in the Long Tail. 119-124
TS 6 : Machine Learning and Data Mining III
- Ricardo Cerri
Neural Networks for Hierarchical Classification of G-Protein Coupled Receptors. 125-130 - Edigleison Francelino Carvalho, Paulo Martins Engel:
Convolutional Sparse Feature Descriptor for Object Recognition in CIFAR-10. 131-135 - Felipe Vargas Rigo, Murillo Nicacio Maraes, Edson Takashi Matsubara:
Smart Saint: An Active Semi-supervised Learning Internet Filter. 136-142 - Saskya T. A. Gurgel, Andrei de Araújo Formiga:
Parallel Implementation of Feedforward Neural Networks on GPUs. 143-149
TS 7: Logic-Based Knowledge Representation and Reasoning
- Eduardo Menezes de Morais, Marcelo Finger:
Probabilistic Answer Set Programming. 150-156 - Valquiria Fenelon Pereira, Fábio Gagliardi Cozman
A Qualitative-Probabilistic Approach to Autonomous Mobile Robot Self Localisation and Self Vision Calibration. 157-162 - Henrique Viana, João F. L. Alcântara, Ana Teresa C. Martins:
Searching Contexts in Rough Description Logics. 163-168 - Raphael Melo, Kate Revoredo
Terminology Learning through Taxonomy Discovery. 169-174
TS 8: Knowledge Representation and Reasoning
- Ricardo Guimarães Herrmann, Leliane N. de Barros:
Algebraic Sentential Decision Diagrams in Symbolic Probabilistic Planning. 175-181 - Glauber De Bona
Generalized Probabilistic Satisfiability. 182-188 - Clarissa Castellã Xavier, Vera Lúcia Strube de Lima, Marlo Souza:
Open Information Extraction Based on Lexical-Syntactic Patterns. 189-194 - Felipe Leão, Kate Revoredo
Learning Well-Founded Ontologies through Word Sense Disambiguation. 195-200
TS 9: Constraints and Search Planning and Scheduling
- Bruno Cesar Ribas, Rubens Massayuki Suguimoto, Razer A. N. R. Montaño, Fabiano Silva, Marcos A. Castilho:
PBFVMC: A New Pseudo-Boolean Formulation to Virtual-Machine Consolidation. 201-206 - Raulcezar M. F. Alves, Carlos Roberto Lopes, Augusto A. B. Branquinho:
Generating Plans Using LRTA. 207-212 - Felipe Martins dos Santos, Leliane Nunes de Barros, Mijail Gamarra Holguin:
Stochastic Bisimulation for MDPs Using Reachability Analysis. 213-218 - Flavio Sales Truzzi, Valdinei Freire da Silva, Anna Helena Reali Costa
Ad Network Optimization: Evaluating Linear Relaxations. 219-224
TS 10: Machine Learning and Data Mining IV
- Fabio Willian Zamoner, Liang Zhao
A Network-Based Semi-supervised Outlier Detection Technique Using Particle Competition and Cooperation. 225-230 - Igor Braga, Maria Carolina Monard:
Statistical and Heuristic Model Selection in Regularized Least-Squares. 231-236 - Erica C. Rodrigues, Renato M. Assunção, Gisele L. Pappa, Renato Miranda, Wagner Meira Jr.:
Uncovering the Location of Twitter Users. 237-241 - Willian Paraguassu Amorim, Marcelo Henriques de Carvalho, Valguima Victoria Viana Aguiar Odakura:
Face Recognition Using Optimum-Path Forest Local Analysis. 242-248
TS 11: Multiobjective Optimization
- Wesley Klewerton Guez Assunção
A Multi-objective Solution for Retrieving Class Diagrams. 249-255 - Arion de Campos Jr., Aurora T. R. Pozo
A Strategy to Solve MaOPs with Multiple Swarms Based on Broadcast Communication. 256-262 - Sandra M. Venske
A Multiobjective Algorithm for Protein Structure Prediction Using Adaptive Differential Evolution. 263-268
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