Abstract is missing.
- An Empirical Analysis of Meta-learning for the Automatic Choice of Architecture and Components in Ensemble SystemsDiego Silveira Costa Nascimento, Anne M. P. Canuto, André L. V. Coelho. 1-6 [doi]
- Cost-Sensitive Measures of Algorithm Similarity for Meta-learningCarlos Eduardo Castor de Melo, Ricardo Bastos Cavalcante Prudêncio. 7-12 [doi]
- Improving Classifiers and Regions of Competence in Dynamic Ensemble SelectionTiago Pessoa Ferreira de Lima, Anderson Tenório Sergio, Teresa Bernarda Ludermir. 13-18 [doi]
- Using Artificial Datasets to Analyze How Cardinality and Density Influence Multi-label LearningRodrigo Magalhaes Rodovalho, Flavia Cristina Bernardini. 19-24 [doi]
- Portuguese Part-of-Speech Tagging with Large Margin Structure LearningEraldo Rezende Fernandes, Irving Muller Rodrigues, Ruy Luiz Milidiú. 25-30 [doi]
- Extracting Semantic Information from Patent Claims Using Phrasal Structure AnnotationsDanilo Silva de Carvalho, Felipe Maia Galvão França, Priscila Machado Vieira Lima. 31-36 [doi]
- Sentiment Categorization on a Creole Language with Lexicon-Based and Machine Learning TechniquesAdolfo A. Rios, Pedro J. Amarilla, Gustavo Alberto Giménez Lugo. 37-43 [doi]
- Building a Language Model for Local Coherence in Multi-document Summaries Using a Discourse-Enriched Entity-Based ModelMaria Lucía del Rosario Castro Jorge, Márcio de Souza Dias, Thiago Alexandre Salgueiro Pardo. 44-49 [doi]
- The Role of Text Pre-processing in Opinion Mining on a Social Media Language DatasetFernando Leandro dos Santos, Marcelo Ladeira. 50-54 [doi]
- Evaluating the Combination of Multiple Metadata Types in Movies RecommendationRenato Dompieri Beltrao, Bruno Souza Cabral, Marcelo Garcia Manzato, Frederico Araujo Durão. 55-60 [doi]
- Using Topic Hierarchies with Privileged Information to Improve Context-Aware Recommender SystemsCamila Vaccari Sundermann, Marcos Aurélio Domingues, Ricardo M. Marcacini, Solange Oliveira Rezende. 61-66 [doi]
- Multimodal Interactions in Recommender Systems: An Ensembling ApproachArthur da Costa Fortes, Marcelo Garcia Manzato. 67-72 [doi]
- A Hybrid Evolutionary System for Parameter Optimization and Lag Selection in Time Series ForecastingJoão Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir. 73-78 [doi]
- Archive Based Multi-swarm Algorithm for Many-Objective ProblemsAndre B. de Britto, Sanaz Mostaghim, Aurora Trinidad Ramirez Pozo. 79-84 [doi]
- Analyzing Limited Size Archivers of Multi-objective OptimizersHudson Geovane de Medeiros, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg. 85-90 [doi]
- Meta-learning and Multi-objective Optimization to Design Ensemble of ClassifiersAntonino Feitosa Neto, Anne M. P. Canuto. 91-96 [doi]
- A Novel Continuous-Valued Quaternionic Hopfield Neural NetworkMarcos Eduardo Valle. 97-102 [doi]
- An Evolving Artificial Neural Network for the Investigation of Rat Exploratory BehaviorAriadne de Andrade Costa, Renato Tinós. 103-108 [doi]
- Stock Closing Price Forecasting Using Ensembles of Constructive Neural NetworksRafael Stoffalette Joao, Tarcisio Fonseca Guidoni, João Roberto Bertini Jr., Maria do Carmo Nicoletti, Almir Olivette Artero. 109-114 [doi]
- Automatic Generation of LUTs for Hardware Neural NetworksMauricio Acconcia Dias, Daniel Oliva Sales, Fernando Santos Osório. 115-120 [doi]
- Macroscopic Observation of Large-Scale Multi-agent SystemsRobin Lamarche-Perrin, Yves Demazeau, Jean-Marc Vincent. 121-127 [doi]
- B^2RTDP: An Efficient Solution for Bounded-Parameter Markov Decision ProcessFernando L. Fussuma, Karina Valdivia Delgado, Leliane Nunes de Barros. 128-133 [doi]
- Continuous Real Time Dynamic Programming for Discrete and Continuous State MDPsLuis Gustavo Rocha Vianna, Scott Sanner, Leliane Nunes de Barros. 134-139 [doi]
- Prediction Model Using Coverability Tree from a Modeling in Petri Nets Applied in AGVs DispatchingVinicius F. Carida, Orides Morandin, Paulo R. Cerioni, Carlos C. M. Tuma. 140-145 [doi]
- Investigation of Linear Genetic Programming Techniques for Symbolic RegressionLéo Françoso Dal Piccol Sotto, Vinicius Veloso de Melo. 146-151 [doi]
- Quantum-Inspired Multi-gene Linear Genetic Programming Model for Regression ProblemsGuilherme Cesário Strachan, Adriano Soares Koshiyama, Douglas Mota Dias, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco. 152-157 [doi]
- Multi-kernel approach to Parallelization of EM Algorithm for GMM TrainingMarcus Medeiros, Gabriel Ferreira Araújo, Hendrik T. Macedo, Marco T. Chella, Leonardo N. Matos. 158-165 [doi]
- Using Political Party Affiliation Data to Measure Civil Servants' Risk of CorruptionRicardo Silva Carvalho, Rommel Novaes Carvalho, Marcelo Ladeira, Fernando Mendes Monteiro, Gilson Libório de Oliveira Mendes. 166-171 [doi]
- An ALC Description Default Logic with Exceptions-FirstDebora Farias Frota, Ana Teresa C. Martins, João Alcântara, Luis Henrique Bustamante. 172-179 [doi]
- Syntactic Compression of Description Logics TerminologiesRaphael Melo, Kate Cerqueira Revoredo, Aline Marins Paes Carvalho. 180-185 [doi]
- Algorithms for Hidden Markov Models with Imprecisely Specified ParametersDenis Deratani Mauá, Cassio Polpo de Campos, Alessandro Antonucci. 186-191 [doi]
- SAT and MaxSAT Encodings for Trees Applied to the Steiner Tree ProblemRicardo Tavares de Oliveira, Fabiano Silva. 192-197 [doi]
- Clustering Search Applied to Rank AggregationLuiz Henrique Nogueira Lorena, Ana Carolina Lorena, Luiz Antonio Nogueira Lorena, André Carlos Ponce de Leon Ferreira de Carvalho. 198-203 [doi]
- A Collaborative Filtering Approach Based on User's ReviewsRafael Martins D'Addio, Marcelo Garcia Manzato. 204-209 [doi]
- Combining Classification and Clustering for Tweet Sentiment AnalysisLuiz Fernando Sommaggio Coletta, Nádia Félix F. da Silva, Eduardo R. Hruschka, Estevam R. Hruschka Jr.. 210-215 [doi]
- Regularized Supervised Distance Preserving Projections for Short-Text ClassificationAlisson S. C. Alencar, Joao Paulo P. Gomes, Amauri H. Souza, Livio A. M. Freire, Jose Wellington F. Silva, Rossana M. C. Andrade, Miguel F. Castro. 216-221 [doi]
- Mapping of Facial Elements for Emotion AnalysisGiampaolo Luiz Libralon, Roseli Aparecida Francelin Romero. 222-227 [doi]
- Spatio-temporal Pattern Classification with KernelCanvas and WiSARDDiego Fonseca Pereira de Souza, Felipe Maia Galvão França, Priscila Machado Vieira Lima. 228-233 [doi]
- An Object-Based Visual Selection Model Combining Physical Features and MemoryAlcides Xavier Benicasa, Marcos G. Quiles, Thiago C. Silva, Liang Zhao, Roseli A. Francelin Romero. 234-240 [doi]
- An Improvement of the K-SVD Algorithm with Applications on Face RecognitionGustavo Malkomes, João Paulo Pordeus, Carlos Fisch Brito. 241-246 [doi]
- Label Construction for Multi-label Feature SelectionNewton Spolaôr, Maria Carolina Monard, Grigorios Tsoumakas, Huei Diana Lee. 247-252 [doi]
- Individual versus Difference Rewards on Reinforcement Learning for Route ChoiceRicardo Grunitzki, Gabriel de Oliveira Ramos, Ana Lúcia C. Bazzan. 253-258 [doi]
- Music Genre Classification Using Traditional and Relational ApproachesJorge Carlos Valverde-Rebaza, Aurea Soriano, Lilian Berton, Maria Cristina Ferreira de Oliveira, Alneu de Andrade Lopes. 259-264 [doi]
- Multi-label Fault Classification Experiments in a Chemical ProcessThomas W. Rauber, Lucas H. Sousa Mello, Victor F. Rocha, Flávio Miguel Varejão. 265-270 [doi]
- Generating Cohesive Semantic Topics from Latent FactorsPaulo Viana Bicalho, Tiago de Oliveira Cunha, Fernando Henrique Jesus Mourão, Gisele Lobo Pappa, Wagner Meira Jr.. 271-276 [doi]
- Lexicon-Based Sentiment Analysis for Reviews of Products in Brazilian PortugueseLucas Vinicius Avanco, Maria das Gracas Volpe Nunes. 277-281 [doi]
- Adaptive Distribution of Vocabulary Frequencies: A Novel Estimation Suitable for Social Media CorpusRodrigo Augusto Igawa, Guilherme Sakaji Kido, Jose Luis Seixas, Sylvio Barbon. 282-287 [doi]
- Probabilistic Clustering and Classification for Textual Data: An Online and Incremental ApproachThiago Fredes Rodrigues, Paulo Martins Engel. 288-293 [doi]
- Self-Adaptive Fuzzy Architecture to Predict and Decrease e-Contract ViolationsA. F. Talon, E. R. M. Madeira, M. B. F. Toledo. 294-299 [doi]
- A Methodology for Building Fuzzy Rule-Based Systems Integrating Expert and Data KnowledgeHelano Povoas de Lima, Heloisa de Arruda Camargo. 300-305 [doi]
- FuzzyStudio: A Web Tool for Modeling and Simulation of Fuzzy SystemsMarcelo de Souza, Fernando dos Santos, Adolfo Rodriguez de Soto, Adilson Vahldick. 306-311 [doi]
- Transgenetic Algorithms for the Multi-objective Quadratic Assignment ProblemCarolina Paula de Almeida, Richard Aderbal Goncalves, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg, Myriam Regattieri Delgado. 312-317 [doi]
- ELMOEA/D-DE: Extreme Learning Surrogate Models in Multi-objective Optimization Based on Decomposition and Differential EvolutionLucas M. Pavelski, Myriam Regattieri Delgado, Carolina P. de Almeida, Richard A. Gonçalves, Sandra M. Venske. 318-323 [doi]
- A GPU Implementation of MOEA/D-ACO for the Multiobjective Traveling Salesman ProblemMurilo Zangari de Souza, Aurora Trinidad Ramirez Pozo. 324-329 [doi]
- A Stable and Online Approach to Detect Concept Drift in Data StreamsFausto Guzzo da Costa, Rodrigo Fernandes de Mello. 330-335 [doi]
- Adaptive Algorithms in Accelerometer BiometricsPaulo Henrique Pisani, Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho. 336-341 [doi]
- A Group Search Optimization Method for Data ClusteringLuciano Demetrio Santos Pacifico, Teresa Bernarda Ludermir. 342-347 [doi]
- Fast Coverage of N-Dimensional State Space Self-Organizing MapDaniel de Filgueiras Gomes, Aluizio Fausto Ribeiro Araujo. 348-353 [doi]
- Recognizing Fractal Patterns Using a Ring of Phase OscillatorsFabio Alessandro Oliveira da Silva, Liang Zhao. 354-359 [doi]
- Data Clustering Using Topological FeaturesCássio M. M. Pereira, Rodrigo Fernandes de Mello. 360-365 [doi]
- Algorithms for Multiple Contraction and an Application to OWL OntologiesFillipe Resina, Márcio Moretto Ribeiro, Renata Wassermann. 366-371 [doi]
- Semantic Unlink Prediction in Evolving Social Networks through Probabilistic Description LogicMarcius Armada de Oliveira, Kate Cerqueira Revoredo, José Eduardo Ochoa Luna. 372-377 [doi]
- Private Dynamic Epistemic Friendship LogicHenrique Viana, Arnaldo de Albuquerque Araújo, Lucas Leite, João Alcântara. 378-383 [doi]
- Inference with Aggregation Parfactors: Lifted Elimination with First-Order d-SeparationFelipe Iwao Takiyama, Fabio Gagliardi Cozman. 384-389 [doi]
- A Multilevel Approach for Overlapping Community DetectionAlan Valejo, Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes. 390-395 [doi]
- Rhythmic Pattern Extraction by Community Detection in Complex NetworksAndres Eduardo Coca Salazar, Liang Zhao. 396-401 [doi]
- Detecting Time Series Periodicity Using Complex NetworksLeonardo Nascimento Ferreira, Liang Zhao. 402-407 [doi]
- Evaluating and Comparing the IGraph Community Detection AlgorithmsFabiano Berardo de Sousa, Liang Zhao. 408-413 [doi]
- A Hybrid Binary Multi-objective Particle Swarm Optimization with Local Search for Test Case SelectionLuciano S. de Souza, Ricardo B. C. Prudêncio, Flávia de Almeida Barros. 414-419 [doi]
- Improved Cooperative Group Search Optimization Based on Divide-and-Conquer StrategyLuciano Demetrio Santos Pacifico, Teresa Bernarda Ludermir. 420-425 [doi]
- A Hybrid Competent Multi-swarm Approach for Many-Objective ProblemsOlacir Rodrigues Castro Junior, Aurora Trinidad Ramirez Pozo. 426-431 [doi]
- Multiple Parallel MapReduce k-Means Clustering with Validation and SelectionKemilly Dearo Garcia, Murilo Coelho Naldi. 432-437 [doi]