Abstract is missing.
- A MAX-MIN Ant System with Short-Term Memory Applied to the Dynamic and Asymmetric Traveling Salesman ProblemJoao Pedro Schmitt, Fabiano Baldo, Rafael Stubs Parpinelli. 1-6 [doi]
- A New Adaptive Operator Selection for NSGA-III Applied to CEC 2018 Many-Objective BenchmarkJosiel Neumann Kuk, Richard A. Gonçalves, Carolina Paula de Almeida, Sandra M. Venske, Aurora T. R. Pozo. 7-12 [doi]
- A New Genetic Algorithm-Based Pruning Approach for Optimum-Path ForestGabriel Santos Barbosa, Leonardo da Silva Costa, Ajalmar Rêgo da Rocha Neto. 13-18 [doi]
- An Improved Artificial Bee Colony Algorithm with Diversity ControlWalisson Cardoso Gomes, Reginaldo Cordeiro dos Santos Filho, Claudomiro de Souza de Sales Junior. 19-24 [doi]
- Effects of Population Initialization on Evolutionary Techniques for Subgroup Discovery in High Dimensional DatasetsVitor de Albuquerque Torreao, Renato Vimieiro. 25-30 [doi]
- Influence of Reference Points on a Many-Objective Optimization AlgorithmMatheus Carvalho, Andre Britto. 31-36 [doi]
- A Concept-Based ILP Approach for Multi-document Summarization Exploring Centrality and PositionHilário Tomaz Alves de Oliveira, Rafael Dueire Lins, Rinaldo Lima, Fred Freitas, Steven J. Simske. 37-42 [doi]
- Advances in Automatically Solving the ENEMIgor Cataneo Silveira, Denis Deratani Mauá. 43-48 [doi]
- Assessing Sentence Simplification Methods Applied to Text SummarizationRafaella F. Vale, Rafael Lins, Rafael Ferreira. 49-54 [doi]
- Global Centrality Measures in Word Graphs for Twitter Sentiment AnalysisGeorge Vilarinho, Evandro Ruiz. 55-60 [doi]
- Hate Speech Classification in Social Media Using Emotional AnalysisRicardo Martins, Marco Gomes 0002, José João Almeida, Paulo Novais, Pedro Rangel Henriques. 61-66 [doi]
- Inference of Researchers' Area of ExpertiseFelipe Penhorate Carvalho da Fonseca, Luciano Antonio Digiampietri. 67-72 [doi]
- A Nonintrusive System for Detecting Drunk Drivers in Modern VehiclesRafael A. Berri, Fernando Santos Osório. 73-78 [doi]
- Estimation of the Energy Production in a Wind Farm Using Regression Methods and Wind Speed ForecastPedro Pedrosa Rebouças Filho, Navar de Medeiros Mendonça e Nascimento, Shara Shami Araujo Alves, Samuel Luz Gomes, Cláudio Marques de Sá Medeiros. 79-84 [doi]
- Evaluation of Recurrent Neural Networks for Hard Disk Drives Failure PredictionFernando Dione dos Santos Lima, Francisco Lucas Falcao Pereira, Iago Castro Chaves, João Paulo Pordeus Gomes, Javam de Castro Machado. 85-90 [doi]
- Gene Essentiality Prediction Using Topological Features From Metabolic NetworksJames Shiniti Nagai, Herio Sousa, Alexandre Hild Aono, Ana Carolina Lorena, Reginaldo Massanobu Kuroshu. 91-96 [doi]
- Petroleum Reservoir Connectivity Patterns Reconstruction Using Deep Convolutional Generative Adversarial NetworksRodrigo Exterkoetter, Fernando Bordignon 0002, Leandro Passos de Figueiredo, Mauro Roisenberg, Bruno Barbosa Rodrigues. 97-102 [doi]
- Increasing Convolutional Neural Networks Training Speed by Incremental Complexity LearningMiguel Domingos de Santana Wanderley, Ricardo Bastos Cavalcante Prudêncio. 103-108 [doi]
- A Framework to Discover and Reuse Object-Oriented Options in Reinforcement LearningRodrigo Cesar Bonini, Felipe Leno da Silva, Ruben Glatt, Edison Spina, Anna Helena Reali Costa. 109-114 [doi]
- Abstract State Transition Graphs for Model-Based Reinforcement LearningMatheus Ribeiro Furtado de Mendonca, Artur Ziviani, André da Motta Salles Barreto. 115-120 [doi]
- Bandit-Based Automated Machine LearningSilvia Cristina Nunes das Dores, Carlos Soares, Duncan D. Ruiz. 121-126 [doi]
- Control of Gene Regulatory Networks Basin of Attractions with Batch Reinforcement LearningCyntia Eico Hayama Nishida, Anna Helena Reali Costa, Reinaldo Augusto da Costa Bianchi. 127-132 [doi]
- Equity Trading at the Brazilian Stock Market Using a Q-Learning Based SystemStefano Giacomazzi Dantas, Daniel Guerreiro e Silva. 133-138 [doi]
- Multi-armed Bandit Based Hyper-Heuristics for the Permutation Flow Shop ProblemCarolina P. de Almeida, Richard A. Gonçalves, Sandra M. Venske, Ricardo Lüders, Myriam Regattieri Delgado. 139-144 [doi]
- Cartesian Genetic Programming with Crossover for Designing Combinational Logic CircuitsJose Eduardo da Silva, Heder Bernardino. 145-150 [doi]
- Evolutionary ELMs with Alternative Treatments for the Population Out-Bounded IndividualsLuciano D. S. Pacifico, Teresa Bernarda Ludermir, João F. L. Oliveira. 151-156 [doi]
- Exploring Evolutive Methods for Cloud Provider Selection Based on Performance IndicatorsLucas Borges de Moraes, Adriano Fiorese, Rafael Stubs Parpinelli. 157-162 [doi]
- Recommending Meta-Heuristics and Configurations for the Flowshop Problem via Meta-Learning: Analysis and DesignLucas Marcondes Pavelski, Marie-Eléonore Kessaci, Myriam Regattieri Delgado. 163-168 [doi]
- Meta-Learning for Recommending Metaheuristics for the MaxSAT ProblemEnrico S. Miranda, Fábio Fabris, Chrystian G. M. Nascimento, Alex Alves Freitas, Alexandre C. M. Oliveira. 169-174 [doi]
- Selecting Algorithms for the Quadratic Assignment Problem with a Multi-label Meta-Learning ApproachAugusto Lopez Dantas, Aurora T. R. Pozo. 175-180 [doi]
- Density-Based Core Support Extraction for Non-stationary Environments with Extreme Verification LatencyRaul Sena Ferreira, Bruno M. A. da Silva, Wendell Teixeira, Geraldo Zimbrao, Leandro G. M. Alvim. 181-187 [doi]
- Minimal Learning Machine for Interval-Valued DataDiego Farias de Oliveira, Nykolas Mayko Maia Barbosa, Alisson Sampaio Carvalho de Alencar, João Paulo Pordeus Gomes, Leonardo Ramos Rodrigues. 188-193 [doi]
- Quantum Enhanced k-fold Cross-ValidationPriscila G. M. dos Santos, Ismael C. S. Araujo, Rodrigo S. Sousa, Adenilton J. da Silva. 194-199 [doi]
- Process Mining Discovery Techniques in a Low-Structured Process Works?Raphael J. D'Castro, Adriano L. I. Oliveira, Augusto H. Terra. 200-205 [doi]
- Sparse Minimal Learning Machines Via L_1/2 Norm RegularizationMadson Luiz Dantas Dias, Ananda L. Freire, Amauri H. Souza Júnior, Ajalmar R. da Rocha Neto, João Paulo Pordeus Gomes. 206-211 [doi]
- A Writer-Independent Approach for Offline Signature Verification using Deep Convolutional Neural Networks FeaturesVictor L. F. Souza, Adriano L. I. Oliveira, Robert Sabourin. 212-217 [doi]
- Deep Learning for People Detection on Beach ImagesSérgio F. Chevtchenko, Rafaella F. Vale, Filipe R. Cordeiro, Valmir Macario. 218-223 [doi]
- Detecting Fake Suppliers using Deep Image FeaturesJonas Wacker, Rodrigo Peres Ferreira, Marcelo Ladeira. 224-229 [doi]
- Efficient Width-Extended Convolutional Neural Network for Robust Face Spoofing DetectionGustavo Botelho de Souza, Daniel Felipe Silva Santos, Rafael Goncalves Pires, João Paulo Papa, Aparecido Nilceu Marana. 230-235 [doi]
- Towards a Referenceless Visual Quality Assessment Model Using Binarized Statistical Image FeaturesPedro Garcia Freitas, Welington Y. L. Akamine, Mylène C. Q. Farias. 236-241 [doi]
- Visualization Techniques Applied to Image-to-Image TranslationÉglen Protas, José Bratti, Pedro Ribeiro, Paulo Drews Jr., Silvia S. C. Botelho. 242-247 [doi]
- Proactive Security: Embedded AI Solution for Violent and Abusive Speech RecognitionChristopher Shulby, Leonardo Pombal, Vitor Jordão, Guilherme Ziolle, Bruno Martho, Antônio Postal, Thiago Prochnow. 248-253 [doi]
- SPt: A Text Mining Process to Extract Relevant Areas from SW Documents to Exploratory TestsCloves Lima, Ivan Santos, Flávia A. Barros, Alexandre Mota 0001. 254-259 [doi]
- Statera: A Balanced Feature Selection Method for Text ClassificationTatiane Nogueira Rios, Braian Varjao Gama Bispo. 260-265 [doi]
- Strategies for Short Text Representation in the Word Vector SpaceMarcelo Pita, Gisele L. Pappa. 266-271 [doi]
- The Effects of Underlying Mono and Multilingual Representations for Text ClassificationFernando Tadao Ito, Helena de Medeiros Caseli, Jander Moreira. 272-277 [doi]
- Using LSTM Encoder-Decoder for Rhetorical Structure PredictionGustavo Bennemann de Moura, Valéria Delisandra Feltrim. 278-283 [doi]
- A Face Recognition Framework for Illumination Compensation Based on Bio-Inspired AlgorithmsGuilherme Plichoski, Chidambaram Chidambaram, Rafael Stubs Parpinelli. 284-289 [doi]
- A Fuzzy-Adaptive Approach to Segment Metaphase Chromosome ImagesMaria F. S. Andrade, Filipe R. Cordeiro, Valmir Macario, Fabiana F. Lima, Suy F. Hwang, Julyanne C. G. Mendonca. 290-295 [doi]
- A Hybrid Improved Group Search Optimization and Otsu Method for Color Image SegmentationLuciano D. S. Pacifico, Teresa Bernarda Ludermir, Larissa F. S. Britto. 296-301 [doi]
- qFA: An Optimized Based-Tracking Approach Using Firefly AlgorithmVictor Perrone de Lima Varela, Arthur Oliveira, Paulo Rodrigues, Miller Horvath. 302-306 [doi]
- Lacunarity as a Tool for Analyzing Satellite Images of Urban AreasAugusto Victor Martins Gomides, Lucas Josino de Paula Goncalves, Lucas Ricciopo Silva, André Ricardo Backes. 307-311 [doi]
- Nonlinear Discriminant Principal Component Analysis for Image Classification and ReconstructionTiene A. Filisbino, Gilson A. Giraldi, Carlos E. Thomaz. 312-317 [doi]
- Dimensionality Reduction for the Algorithm Recommendation ProblemEdesio Alcobaca, Rafael Gomes Mantovani, André L. D. Rossi, André C. P. L. F. de Carvalho. 318-323 [doi]
- Exploiting Multiple Recommenders to Improve Group RecommendationSamuel E. L. Oliveira, Pedro Paulo Valadares Brum, Anísio Lacerda, Gisele L. Pappa. 324-329 [doi]
- Exploring the Data Using Extended Association Rule NetworkRenan de Padua, Dario Brito Calcada, Veronica Oliveira de Carvalho, Solange Oliveira Rezende. 330-335 [doi]
- Recommending Scientific Collaboration from ResearchGateMarcos W. Rodrigues, Wladmir Cardoso Brandão, Luis E. Zárate. 336-341 [doi]
- Similarity-Based Matrix Factorization for Item Cold-Start in Recommender SystemsEduardo Pereira Fressato, Arthur Fortes da Costa, Marcelo Garcia Manzato. 342-347 [doi]
- Weightless Neural Network WiSARD Applied to Online Recommender SystemsKleyton Pontes Cotta, Raul Sena Ferreira, Felipe M. G. França. 348-353 [doi]
- A Hyper-Heuristic Collaborative Multi-objective Evolutionary AlgorithmGian Mauricio Fritsche, Aurora T. R. Pozo. 354-359 [doi]
- An Agent-Based Fog Computing Architecture for Resilience on Amazon EC2 Spot InstancesJose Pergentino Araujo Neto, Donald M. Pianto, Célia Ghedini Ralha. 360-365 [doi]
- Tractable Reasoning about Agent Programming in Dynamic Preference LogicMarlo Souza, Álvaro F. Moreira, Renata Vieira. 366-371 [doi]
- MAVIS: A Multiagent Value Investing SystemEverton Rodrigues Reis, Jaime Simão Sichman. 372-377 [doi]
- Argumentation-Based Reasoning in BDI Agents Using Toulmin's ModelVagner de Oliveira Gabriel, Diana Francisca Adamatti, Alison R. Panisson, Rafael H. Bordini, Cléo Zanella Billa. 378-383 [doi]
- Explicit Representation of Planning Autonomy in MOISE Organizational ModelArtur Maia, Jaime Simão Sichman. 384-389 [doi]
- Analysis of Graph Construction Methods in Supervised Data ClassificationMurillo G. Carneiro, Liang Zhao. 390-395 [doi]
- Benchmarking Multi-target Regression MethodsSaulo Martiello Mastelini, Everton Jose Santana, Victor Guilherme Turrisi da Costa, Sylvio Barbon. 396-401 [doi]
- Data Classification: Dimensionality Reduction Using Combined and Non-combined Multidimensional Projection TechniquesGustavo Eloi Rodrigues, Wilson Marcilio Junior, Danilo Eler. 402-407 [doi]
- Evaluating Stream Classifiers with Delayed Labels InformationVinicius Souza, Tiago Pinho, Gustavo Batista. 408-413 [doi]
- Label Expansion for Multi-label ClassificationAdriano Rivolli, Carlos Soares, André C. P. L. F. de Carvalho. 414-419 [doi]
- Strategies for Selection of Positive and Negative Instances in the Hierarchical Classification of Transposable ElementsBruna Zamith Santos, Gean Trindade Pereira, Felipe Kenji Nakano, Ricardo Cerri. 420-425 [doi]
- An Evolutionary-Cooperative Model Based on Cellular Automata and Genetic Algorithms for the Navigation of Robots Under Formation ControlGina M. B. Oliveira, Reslley Silva, Laurence Amaral, Luiz Gustavo Almeida Martins. 426-431 [doi]
- Bayesian Classifiers Supported by Ranking for Decision Making in Robot SoccerRodrigo Caputo, Edmilson Santos. 432-437 [doi]
- Effects of Emotion Grouping for Recognition in Human-Robot InteractionsDaniel Tozadore, Caetano M. Ranieri, Guilherme Nardari, Vitor Guizilini, Roseli Romero. 438-443 [doi]
- Organization/fuzzy Approach to the CTO ProblemJoão P. B. Andrade, Robson Oliveira, Thayanne F. da Silva, José E. Bessa Maia, Gustavo A. L. de Campos. 444-449 [doi]
- Onboard Video Stabilization for Low Cost Small RPAS Surveillance ApplicationsRicardo Maroquio Bernardo, Luis Claudio Batista da Silva, Paulo Fernando Ferreira Rosa. 450-455 [doi]
- Robot Localization Using Classification with Reject Option from Structural Co-occurrence Matrix in Omnidirectional ImagesSuane Pires Pinheiro da Silva, Leandro Bezerra Marinho, Jefferson Silva Almeida, Pedro Pedrosa Rebouças Filho. 456-461 [doi]
- A Novel Evolutionary Algorithm for Automated Machine Learning Focusing on Classifier EnsemblesJoão C. Xavier Junior, Alex Alves Freitas, Antonino Feitosa Neto, Teresa Bernarda Ludermir. 462-467 [doi]
- Dynamic Feature Selection for Classifier EnsemblesRômulo de Oliveira Nunes, Carine Azevedo Dantas, Anne Magaly de Paula Canuto, João Carlos Xavier Junior. 468-473 [doi]
- Ensemble Methods for Label Noise Detection Under the Noisy at Random ModelKecia Gomes de Moura, Ricardo Bastos Cavalcante Prudêncio, George Darmiton da Cunha Cavalcanti. 474-479 [doi]
- Making Data Stream Classification Tree-Based Ensembles LighterVictor G. Turrisi da Costa, Saulo Martiello Mastelini, André C. P. L. F. de Carvalho, Sylvio Barbon. 480-485 [doi]
- A Rule-Based Greedy Ant (rGrAnt) Protocol for Networking EnvironmentsLuis Guilherme Bergamini Mendes, Ana Cristina B. Kochem Vendramin, Anelise Munaretto, Myriam Regattieri Delgado. 486-491 [doi]
- Empirical Mode Decomposition, Extreme Learning Machine and Long Short-Term Memory for Time Series Prediction: A Comparative StudyElivelto Ebermam, Gabriel De Angelo, Helder Knidel, Renato Krohling. 492-497 [doi]
- Search Operators for Genetic Algorithms Applied to Well Positioning in Oil FieldsRomulo M. S. Souza, Guilherme Palermo Coelho, Antonio Alberto S. Santos, Denis J. Schiozer. 498-503 [doi]
- Time Series Decomposition Using Spring System Applied on Phase SpacesFelipe Simoes Lage Gomes Duarte, Ricardo Araújo Rios, Eduardo Raul Hruschka, Rodrigo Fernandes de Mello. 504-509 [doi]
- A Rough Sets-Based Rule Induction for Numerical DatasetsRafael da Silva Albuquerque Silva Albuquerque, Joao Fernando Lima Alcantara Lima Alcantara, João Paulo Pordeus Gomes. 510-515 [doi]
- Bio-Inspired and Heuristic Methods Applied to a Benchmark of the Task Scheduling ProblemTiago Ismailer Carvalho, Bruno Well Dantas Morais, Gina Mairba Barbosa Oliveira. 516-521 [doi]
- Occupation Measure Heuristics to Solve Stochastic Shortest Path with Dead EndsMilton Condori Fernandez, Leliane Nunes de Barros, Karina Valdivia Delgado. 522-527 [doi]
- Solving a Spatial Puzzle Using Answer Set Programming Integrated with Markov Decision ProcessThiago Freitas dos Santos, Paulo Santos, Leonardo Anjoletto Ferreira, Reinaldo A. C. Bianchi, Pedro Cabalar. 528-533 [doi]
- Synthesis of a DNF Formula From a Sample of StringsThiago Alves Rocha, Ana Teresa C. Martins, Francicleber Martins Ferreira. 534-539 [doi]
- A Novel Equidistant-Scattering-Based Cluster IndexCaio Flexa, Reginaldo Santos, Walisson Cardoso Gomes, Claudomiro Sales. 540-545 [doi]
- A Study of Biclustering Coherence Measures for Gene Expression DataVictor Alexandre Padilha, André Carlos Ponce de Leon Ferreira de Carvalho. 546-551 [doi]
- Instance Selection and Class Balancing Techniques for Cross Project Defect PredictionAlysson Bispo, Ricardo B. C. Prudêncio, Douglas Veras da Silva. 552-557 [doi]
- On Monotonic Tendency of Some Fuzzy Cluster Validity Indices for High-Dimensional DataFernanda Eustáquio, Tatiane M. Nogueira. 558-563 [doi]
- Trajectory Network Assessment Based on Analysis of Stay Points ClusterDiego Minatel, Alan Valejo, Alneu A. Lopes. 564-569 [doi]
- Fusion of Local Descriptors for Multi-view Facial Expression RecognitionXuejian Wang, Michael C. Fairhurst, Anne M. P. Canuto. 570-575 [doi]