Abstract is missing.
- An Embedded Network Based Platform for Cognitive RoboticsMarcio Figueiredo Garcia, Diego Stéfano Fonseca Ferreira, Augusto Cesar Pinto Loureiro da Costa. 1-5 [doi]
- Building a Massive Corpus for Named Entity Recognition Using Free Open Data SourcesDaniel Specht Menezes, Ruy Milidiú, Pedro Savarese. 6-11 [doi]
- Synthesis of Quantifier-Free First-Order Sentences from Noisy Samples of StringsThiago Alves Rocha, Ana Teresa C. Martins. 12-17 [doi]
- Identification of Features for Profit Forecasting of Soccer MatchesMilton Ossamu Tanizaka Filho, Ernesto Cordeiro Marujo, Thomaz Calasans dos Santos. 18-23 [doi]
- An Improved Evolutionary Hybrid Method for Cloud Provider SelectionLucas Borges de Moraes, Adriano Fiorese, Rafael Stubs Parpinelli. 24-29 [doi]
- A Rough Sets-Based Method with Belief Merging Operators for Multiclass Classification ProblemsRafael da Silva Albuquerque, João F. L. Alcântara. 30-35 [doi]
- A New Method for Identification of Recombining Components in the Generalized Partition CrossoverOzeas Quevedo de Carvalho, Renato Tinós, Darrel Whitley, Danilo Sipoli Sanches. 36-41 [doi]
- Parameter Tuning in Load Balancing Techniques for Wireless Sensor Networks through Genetic AlgorithmsLisane B. de Brisolara, Matheus Lorenzatto Braga, Alex Braga, Paulo Roberto Ferreira Jr.. 42-47 [doi]
- A Parallel Strategy for Generation of Fuzzy Rule Bases in Big Data Problems Using the NSGA-DOMaykon Santana, Heloisa A. Camargo. 48-53 [doi]
- A Multiobjective Genetic Approach with TOPSIS to Learn Fuzzy Rule-Based Classification SystemsAntonio Eloy de Oliveira Araujo, Renato Antonio Krohling. 54-59 [doi]
- An Improved Heuristic Based Genetic Algorithm for Bin Packing ProblemAluísio Cardoso Silva, Carlos Cristiano Hasenclever Borges. 60-65 [doi]
- A Multi-objective Approach for Symbolic Regression with Semantic Genetic ProgrammingFelipe Casadei, Joao Francisco B. S. Martins, Gisele L. Pappa. 66-71 [doi]
- A Contextual Hierarchical Graph Model for Generating Random Sequences of Objects with Application to Music PlaylistsIgor de Oliveira Nunes, Gabriel Matos Cardoso Leite, Daniel Ratton Figueiredo. 72-77 [doi]
- Mining Journals to the Ground: An Exploratory Analysis of Newspaper ArticlesCamila Leite da Silva, Lucas May Petry, Vinicius Marino Calvo Torres de Freitas, Carina Friedrich Dorneles. 78-83 [doi]
- Novel Features Based on Sentence Specificity for Helpfulness Prediction of Online ReviewsBeatriz Lima, Tatiane M. Nogueira. 84-89 [doi]
- Utterance Copy in Formant-Based Speech Synthesizers Using LSTM Neural NetworksCassio T. Batista, Renan F. Cunha, Pedro Batista 0002, Aldebaro Klautau, Nelson Neto 0001. 90-95 [doi]
- Accelerating word Embedding Generation with Fine-Grain ParallelismLeonardo Afonso Amorim, Mateus F. Freitas, Altino Dantas, Celso G. Camilo-Junior, Weber Martins, Wellington Santos Martins. 96-101 [doi]
- Automating News Summarization with Sentence Vectors OffsetMauricio Steinert, Roger Granada, João Paulo Aires, Felipe Meneguzzi. 102-107 [doi]
- Instance Hardness as a Decision Criterion on Dynamic Ensemble StructureCarine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João Xavier-Júnior. 108-113 [doi]
- Using Active Learning Sampling Strategies for Ensemble Generation on Opinion MiningDouglas Vitório, Ellen Souza, Adriano L. I. Oliveira. 114-119 [doi]
- Ensemble Regression Models Applied to Dropout in Higher EducationPaulo M. da Silva, Marília Nayara Clemente de Almeida Lima, Wedson Lino Soares, Iago R. R. Silva, Roberta A. de A. Fagundes, Fernado F. de Souza. 120-125 [doi]
- Investigating the Impact of Combining Handwritten Signature and Keyboard Keystroke Dynamics for Gender PredictionDanilo Rodrigo Cavalcante Bandeira, Anne Magaly de Paula Canuto, Márjory Cristiany Da Costa Abreu, Michael C. Fairhurst, Cheng Li, Diego Silveira Costa Nascimento. 126-131 [doi]
- Online Local Boosting: Improving Performance in Online Decision TreesVictor Guilherme Turrisi da Costa, Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho, Sylvio Barbon. 132-137 [doi]
- On Combining Diverse Models for Lyrics-Based Music Genre ClassificationCaio Luiggy Riyoichi Sawada Ueno, Diego Furtado Silva. 138-143 [doi]
- Novelty Detection for Multi-Label Stream ClassificationJoel D. Costa Júnior, Elaine Ribeiro de Faria, Jonathan de Andrade Silva, João Gama, Ricardo Cerri. 144-149 [doi]
- Tensor Fukunaga-Koontz Transform for Hierarchical ClusteringBernardo B. Gatto, Marco A. F. Molinetti, Eulanda Miranda dos Santos, Kazuhiro Fukui. 150-155 [doi]
- Multidimensional Projections Analysis Using Performance Evaluation PlanningMaycon Leone Maciel Peixoto, Erick Roseira Pinheiro, Tácito Trindade de Araújo Tiburtino Neves, Danilo Barbosa Coimbra. 156-161 [doi]
- Active Learning for Evolutionary Constrained ClusteringMatheus Campos Fernandes, Thiago Ferreira Covões, André Luiz Vizine Pereira. 162-167 [doi]
- Symbolic Planning for Strong-Cyclic PoliciesViviane M. Bonadia dos Santos, Leliane Nunes de Barros, Maria Viviane de Menezes. 168-173 [doi]
- An RBF Network Based Crossover for Pseudo-Boolean OptimizationRenato Tinós. 174-179 [doi]
- Investigating the Robustness and Stability to Noisy Data of a Dynamic Feature Selection MethodJhoseph Jesus, Anne M. P. Canuto, Daniel Araújo. 180-185 [doi]
- A Geometry-Based Approach to Visualize High-Dimensional DataCaio Flexa, Walisson Cardoso Gomes, Sergio Viademonte, Claudomiro Souza Junior, Ronnie Alves. 186-191 [doi]
- An Ordered Search for Subset Selection in Support Vector Orthogonal RegressionPaulo Vitor Freitas da Silva, Raul Fonseca Neto, Saulo Moraes Villela. 192-197 [doi]
- Dynamic Correlation-Based Feature Selection for Feature Drifts in Data StreamsJorge Cristhian Chamby-Diaz, Mariana Recamonde Mendoza, Ana Lúcia C. Bazzan. 198-203 [doi]
- Data Normalization in Structural Health Monitoring by Means of Nonlinear FilteringCaio Flexa, Walisson Cardoso Gomes, Claudomiro de Souza de Sales Junior. 204-209 [doi]
- The Influence of Sampling on Imbalanced Data ClassificationVictor H. Barella, Luís Garcia, André C. P. L. F. de Carvalho. 210-215 [doi]
- A Deep Reinforcement Learning Approach to Asset-Liability ManagementAlan Fontoura, Diego Haddad, Eduardo Bezerra 0002. 216-221 [doi]
- A New Approach to Navigation of Unmanned Aerial Vehicle using Deep Transfer LearningSuane Pires Pinheiro da Silva, Paulo Honório Filho, Leandro Bezerra Marinho, Jefferson S. Almeida, Navar Medeiros M. e Nascimento, Antonio Wendell De Oliveira Rodrigues, Pedro Pedrosa Rebouças Filho. 222-227 [doi]
- Fire and Water: Using Deep Learning to Recognize Fluid SubstancesAlexandra Moreira, Alcione de Paiva Oliveira, Jugurta Lisboa Filho. 228-232 [doi]
- Increasing Accuracy of Medical CNN Applying Optimization Algorithms: An Image Classification CaseRafael Marconi Ramos, Célia Ghedini Ralha, Tahsin M. Kurç, Joel H. Saltz, George Teodoro. 233-238 [doi]
- Automatic Ocular Alignment Evaluation for Strabismus Detection Using U-NET and ResNet NetworksThayane de Oliveira Simoes, Johnatan Carvalho Souza, João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva. 239-244 [doi]
- Recognition of Simple Handwritten Polynomials Using Segmentation with Fractional Calculus and Convolutional Neural NetworksFrancisco das Chagas Fontenele Marques Junior, Thelmo Pontes de Araujo, José Vigno Moura Sousa, Nator Junior Carvalho da Costa, Rodrigo Teixeira Melo, Alano Martins Pinto, Arata Andrade Saraiva. 245-250 [doi]
- Analyzing Electoral Donations Through Congress Ideological SegmentationLênon Guimarães Alípio. 251-256 [doi]
- A Comparison Study on Time Series Forecasting Given Smart Grid Load UncertaintiesDiego Arize, Tatiane Nogueira Rios. 257-262 [doi]
- Laplacian using Abstract State Transition Graphs: A Framework for Skill AcquisitionMatheus R. F. Mendonça, Artur Ziviani, André Barreto. 263-268 [doi]
- Collision Detection with Monocular Vision for Assisting in Mobility of Visually Impaired PeopleAlexsander Vasconcelos Canez, Joelson Sartori, Regina Barwaldt, Ricardo Nagel Rodrigues. 269-274 [doi]
- A Biased Random-Key Genetic Algorithm for the Traffic Counting Location ProblemGlaubos Clímaco, Pedro Henrique Gonzalez, Glaydston Mattos Ribeiro, Geraldo R. Mauri, Luidi Simonetti. 275-280 [doi]
- Particle Swarm Localization for Mobile Robots Using a 2D Laser SensorJoão Luiz Carneiro Carvalho, Paulo César Machado de Abreu Farias, Edmar Egidio Purcino de Souza, Eduardo Furtado de Simas Filho. 281-286 [doi]
- An Efficient Algorithm for the Tabu Clustered Traveling Salesman ProblemEdson Lopes da Silva Junior, Vinicius Alberto Alves da Silva, Luciana Brugiolo Gonçalves, Lorenza Leão Oliveira Moreno, Stênio Sã Rosário Furtado Soares. 287-292 [doi]
- Action Scheduling Optimization using Cartesian Genetic ProgrammingMarco André Abud Kappel. 293-298 [doi]
- Quota Traveling Salesman with Passengers and Collection TimeThiago Soares Marques, Sidemar Fideles Cezario, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg, Sílvia Maria Diniz Monteiro Maia. 299-304 [doi]
- TSchainRad: a new Tabu Search-Based Matheuristic for IMRT OptimizationLuis Tertulino, Sílvia Maria Diniz Monteiro Maia, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg. 305-310 [doi]
- On Updating Probabilistic Graphical Models in Bayesian Optimisation AlgorithmMohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Myriam R. B. S. Delgado, Ricardo Lüders, Inkyung Sung, Markus Wagner 0007, Diego Oliva. 311-316 [doi]
- A GPU-Based Hybrid jDE Algorithm Applied to the 2D-AB Protein Structure Prediction ProblemMateus Boiani, Gabriel Dominico, Rafael Stubs Parpinelli. 317-322 [doi]
- A Comparative Study on Automatic Model and Hyper-Parameter Selection in Classifier EnsemblesAntonino Feitosa Neto, João Carlos Xavier Junior, Anne M. P. Canuto, Alexandre Oliveira. 323-328 [doi]
- Automatic Design of Convolutional Neural Networks using Grammatical EvolutionRicardo Henrique Remes de Lima, Aurora T. R. Pozo, Roberto Santana. 329-334 [doi]
- Differential Evolution with Cluster-Based External Archive and Local Search for Multimodal OptimizationGabriel Dominico, Mateus Boiani, Rafael Stubs Parpinelli. 335-340 [doi]
- Towards an Interpretable Metric for DOTA 2 Players: An Unsupervised Learning ApproachGabriel Franco, Marcos Henrique Fonseca Ribeiro, Giovanni Comarela. 341-346 [doi]
- A Partitional Cooperative Coevolutionary Group Search Optimization Approach for Data ClusteringLuciano Demetrio Santos Pacifico, Teresa Bernarda Ludermir. 347-352 [doi]
- Using Hyperplanes to Create Neutral Networks in Pseudo-Boolean OptimizationRenato Tinós. 353-358 [doi]
- A Multilevel Approach for Building Location-Based Social Network by using Stay PointsDiego Minatel, Vinícius Ferreira, Alneu de Andrade Lopes. 359-364 [doi]
- A Scalability Approach Based on Multilevel Optimization for Link Prediction MethodsVinícius Ferreira, Alan Valejo, Alneu de Andrade Lopes. 365-370 [doi]
- A Multivariate Method for Group Profiling Using Subgroup DiscoveryTarcísio Lucas, João Gomes, Renato Vimieiro, Ricardo B. C. Prudêncio, Teresa Bernarda Ludermir. 371-376 [doi]
- Towards Meta-Learning for Multi-Target Regression ProblemsGabriel Jonas Aguiar, Everton José Santana, Saulo Martiello Mastelini, Rafael Gomes Mantovani, Sylvio Barbon Jr.. 377-382 [doi]
- Self-Adaptive Appearance-Based Eye-Tracking with Online Transfer LearningBruno Klein Salvalaio, Gabriel de Oliveira Ramos. 383-388 [doi]
- Using Social Group Trajectories for Potential Impersonation Detection on Smart Buildings Access ControlGabriel Mariano de Castro SIlva, Jaime Simão Sichman. 389-394 [doi]
- The Use of Deep Learning to Support Math Teaching and Learning for the BlindLuiz Oscar Homann de Topin, Regina Barwaldt, Joelson Sartori, Bruna dos Santos Freitas. 395-400 [doi]
- Impact of Facial Expressions on the Accuracy of a CNN Performing Periocular RecognitionRodolfo Coelho Dalapicola, Raissa Tavares Vieira Queiroga, Carolina Toledo Ferraz, Tamiris Trevisan Negri Borges, José Hiroki Saito, Adilson Gonzaga. 401-406 [doi]
- Residual MLP Network for Mental Fatigue Classification in Mining Workers from Brain DataAna Carolina Quintao Siravenha, Mylena N. F. Reis, Iraquitan Cordeiro Filho, Renan Arthur Tourinho, Bruno Duarte Gomes, Schubert R. Carvalho. 407-412 [doi]
- Analyzing the Effect of Stochastic Transitions in Policy Gradients in Deep Reinforcement LearningÂngelo Gregório Lovatto, Thiago Pereira Bueno, Leliane Nunes Barros. 413-418 [doi]
- Image-Based Electric Consumption Recognition via Multi-Task LearningRicardo Costa da Silva Marques, Arthur Costa Serra, João Vitor Ferreira França, João Otávio Bandeira Diniz, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Marcia Izabel Alves da Silva, Eliana Marcia Garros Monteiro. 419-424 [doi]
- Recurrent Neural Network Based on Statistical Recurrent Unit for Remaining Useful Life EstimationAndré Ribeiro de Miranda, Talles M. G. de Andrade Barbosa, André G. Scolari Conceição, Symone G. Soares Alcalá. 425-430 [doi]
- Automatic Summarization of Technical Documents in the Oil and Gas IndustryJoão Marcos Correia Marques, Fábio Gagliardi Cozman, Ismael Humberto Ferreira dos Santos. 431-436 [doi]
- Assessing the Impact of Contextual Embeddings for Portuguese Named Entity RecognitionJoaquim Santos, Bernardo Scapini Consoli, Cicero Nogueira dos Santos, Juliano Terra, Sandra Collovini, Renata Vieira. 437-442 [doi]
- FaQuAD: Reading Comprehension Dataset in the Domain of Brazilian Higher EducationHélio Fonseca Sayama, Anderson Viçoso Araujo, Eraldo Rezende Fernandes. 443-448 [doi]
- Dialogue Management with Deep Reinforcement Learning: Balancing Exploration and ExploitationBruno Nishimoto, Anna Helena Reali Costa. 449-454 [doi]
- Combining Labeled Datasets for Sentiment Analysis from Different Domains Based on Dataset Similarity to Predict Electors SentimentJéssica Soares dos Santos, Aline Paes, Flávia Bernardini. 455-460 [doi]
- An Efficient Kick Strategy for Agents in the 2D Simulation LeagueJoão Pedro Figueirôa Nascimento, Rosalvo Ferreira de Oliveira Neto, Lourinaldo Júnior Macário Amorim. 461-466 [doi]
- Argumentation-Based Agents that Explain Their DecisionsM. Mariela Morveli-Espinoza, Ayslan Trevizan Possebom, Cesar Augusto Tacla. 467-472 [doi]
- Promoting Reusability and Extensibility in the Engineering of Domain-Specific Conversational SystemsPedro Elkind Velmovitsky, Marx L. Viana, Elder Cirilo, Ruy Luiz Milidiú, Plinio Pelegrini Morita, Carlos José Pereira de Lucena. 473-478 [doi]
- Building Self-Play Curricula Online by Playing with Expert Agents in Adversarial GamesFelipe Leno da Silva, Anna Helena Reali Costa, Peter Stone. 479-484 [doi]
- Social Analysis of Game Agents: How Trust and Reputation can Improve Player ExperienceLucas Rodrigues Carneiro, Carla Amor Divino Moreira Delgado, João Carlos Pereira da Silva. 485-490 [doi]
- Towards an Organisation-Centred Semantics for Argumentation-Based DialoguesAlison R. Panisson. 491-496 [doi]
- Decision Variable LearningMatheus Santos Almeida, Joel Alves de Oliveira, André Britto. 497-502 [doi]
- Combining Fitness Landscape Analysis and Adaptive Operator Selection in Multi and Many-Objective OptimizationJosiel Kuk, Richard A. Gonçalves, Aurora T. R. Pozo. 503-508 [doi]
- Q-NAS Revisited: Exploring Evolution Fitness to Improve EfficiencyDaniela Szwarcman, Daniel Civitarese, Marley M. B. R. Vellasco. 509-514 [doi]
- Bio-Inspired Algorithms for Many-Objective Discrete OptimizationLuiz G. A. Martins, Tiago Peres França, Gina M. B. Oliveira. 515-520 [doi]
- An Urban Pigeon-Inspired Optimiser for Unconstrained Continuous DomainsAngie L. Blanco, Nathalia Chaparro, Sergio Rojas Galeano. 521-526 [doi]
- Evolutionary Algorithms with Constraint Handling for the Hydroelectric Dispatch PlanningEduardo J. Marcondes, Bruno Nocera Zanette, Peter Frank Perroni, Daniel Weingaertner. 527-532 [doi]
- Toward in Loco Cancer Therapy by Biomolecular ComputerReginaldo Inojosa da Silva Filho, Ana Paula Rozeno Rodrigues. 533-538 [doi]
- Selecting the Most Relevant Features for the Identification of Long Non-Coding RNAs in PlantsRobson Parmezan Bonidia, André Carlos Ponce de Leon Ferreira de Carvalho, Alexandre Rossi Paschoal, Danilo Sipoli Sanches. 539-544 [doi]
- A Random Forest Classifier for Prokaryotes Gene PredictionRaíssa Lorena Silva da Silva, Kleber Padovani de Souza, Fabiana Rodrigues de Góes, Ronnie Cley de Oliveira Alves. 545-550 [doi]
- A Deep Learning Approach to Detect Hyoid Bone in Ultrasound ExamMarília Lopes, Ary Santos, Cecília Silva, Lucas Lima, Douglas F. L. Lima, Bianca Costa, Desiré Magalhães, Darlyane Rodrigues, Thaís Gaudencio do Rêgo, Leandro Pernambucano. 551-555 [doi]
- Pill Image Classification using Machine LearningLuan Sousa Cordeiro, Joyce Saraiva Lima, A. Iedo Rocha Ribeiro, Francisco Nivando Bezerra, Pedro Pedrosa Rebouças Filho, Ajalmar R. da Rocha Neto. 556-561 [doi]
- Hyperparameter Tuning and its Effects on Cardiac Arrhythmia PredictionRenan Soares de Andrades, Mateus Grellert, Mateus Beck Fonseca. 562-567 [doi]
- Exploiting Geographical Data to Improve Recommender Systems for Business Opportunities in Urban AreasVinícius Ferreira, Alan Valejo, Paola Valdivia, Jorge Valverde-Rebaza. 568-573 [doi]
- Data Mining Solution for Assessing the Secondary School Students of Brazilian Federal InstitutesRogério L. C. Silva Filho, Paulo J. L. Adeodato. 574-579 [doi]
- ML-MDLText: A Multilabel Text Categorization Technique with Incremental LearningMarciele M. Bittencourt, Renato Moraes Silva, Tiago A. Almeida. 580-585 [doi]
- Evaluating One-Class Classifiers for Fault Detection in Hard Disk DrivesFrancisco Pereira, Daniel Teixeira, João Paulo Gomes, Javam Machado. 586-591 [doi]
- Fake News Detection Using One-Class ClassificationPedro Faustini, Thiago Ferreira Covões. 592-597 [doi]
- Using Historical Information of Patients for Prior Authorization LearningKaroline de M. Farias, Pedro de A. Santos Neto, Andre M. Santana, Ranulfo P. Bezerra Neto. 598-603 [doi]
- A Temporal Clustering Algorithm for Achieving the Trade-off between the User Experience and the Equipment Economy in the Context of IoTCaio Ponte, Carlos Caminha, Rafael Bomfim, Ronaldo Moreira, Vasco Furtado. 604-609 [doi]
- Community Detection to Invariant Pattern Clustering in ImagesLusmar M. Freitas, Murillo G. Carneiro. 610-615 [doi]
- K-Fact: Using the Frequency Factor for Clustering Categorical DataRobespierre Pita, Gabriela Borges, Nivea Bispo, Daniela Almeida, Rosemeire Fiaccone, Marcos E. Barreto. 616-621 [doi]
- An Empirical Evaluation of Two Novel Linkage Criteria for Hierarchical Agglomerative ClusteringLeonardo Emmendorfer. 622-626 [doi]
- Using Clustering in Eye-Tracking Calibration TaskAdrien Brilhault, Sergio Neuenschwander, Ricardo Araújo Rios. 627-632 [doi]
- A Electric Network Reconfiguration Strategy with Case-Based Reasoning for the Smart GridFlávio Calhau, Joberto Martins. 633-638 [doi]
- Improving Recommendations by Using a Heterogeneous Network and User's ReviewsVítor Rodrigues Tonon, Cintia Carvalho Oliveira, Daniele Carvalho Oliveira, Alneu de Andrade Lopes, Roberta Akemi Sinoara, Ricardo Marcondes Marcacini, Solange Oliveira Rezende. 639-644 [doi]
- A Network-Based Model for Optimizing Returns in the Stock MarketTiago Colliri, Liang Zhao. 645-650 [doi]
- Analytical Calculation of Hidden Layer Biases in Extreme Learning Machines with Sinusoidal Activation FunctionMatheus Rocha Barbosa, Luís Gustavo Mota Souza. 651-656 [doi]
- A Sampling-Based Framework for Transductive Classification in Information NetworksBrucce Neves dos Santos, Ricardo M. Marcacini, Solange O. Rezende. 657-662 [doi]
- Can NetGAN be Improved on Short Random Walks?Vinicius Fernandes Caridá, Amir Jalilifard, Alex Mansano, Rogers Cristo. 663-668 [doi]
- Development of Criminal Ontologies to Enhance Situation AssessmentJordan Ferreira Saran, Leonardo Castro Botega. 669-674 [doi]
- Probabilistic Multilateration: Model and InferenceDaniel Jean Rodrigues Vasconcelos, Amauri Holanda de Souza Júnior, Francesco Corona. 675-680 [doi]
- Explainable Machine Learning for Breast Cancer DiagnosisTamires Brito-Sarracino, Moisés Rocha dos Santos, Eric Freire Antunes, Iury Batista de Andrade Santos, Jonas Coelho Kasmanas, André Carlos Ponce de Leon Ferreira de Carvalho. 681-686 [doi]
- Bayesian Networks for Inference and Discovery of Semantic Relations in a Never-Ending Learning SystemEdimilson Batista dos Santos, Igor Henrique P. Rodrigues, Estevam R. Hruschka Jr., Lucas Rezende Bruno. 687-692 [doi]
- Generalized Iterated Belief Change in Dynamic Epistemic LogicMarlo Souza, Álvaro F. Moreira, Renata Vieira. 693-698 [doi]
- Mobile System to Aid in the Identification and Classification of Electrical Assets using Convolutional Neural NetworkPedro Pedrosa Rebouças Filho, João Wellington M. Souza, Leandro Bezerra Marinho, Gabriel B. Holanda, Harison Herman Silva, Alvaro A. F. Leite, Thais S. Bandeira, Antonio Wendell De Oliveira Rodrigues. 699-704 [doi]
- Image Processing with Convolutional Neural Networks for Classification of Plant DiseasesVanessa Castro Rezende, Michel Costa, Adam Santos, Roberto C. L. de Oliveira. 705-710 [doi]
- Semantic Segmentation of Static and Dynamic Structures of Marina Satellite Images using Deep LearningMatheus Machado dos Santos, Giovanni G. De Giacomo, Paulo Drews Jr., Silvia S. C. Botelho. 711-716 [doi]
- Semi-supervised Classification Using Deep LearningBruno Vicente Alves de Lima, Adrião Duarte Dória Neto, Lúcia Emília Soares Silva, Vinicius Ponte Machado, João Guilherme Cavalcanti Costa. 717-722 [doi]
- Statistical and Deep Learning Models for Forecasting Drug Distribution in the Brazilian Public Health SystemRenan Martins, Skander Hannachi, Guilherme Ramos. 723-728 [doi]
- Meta-Data Construction for Selection of Breast Tissue Biopsy Slides Image Classifier to Identify Ductal CarcinomaLuis Fernando Marin Sepulveda, Aristófanes Corrêa Silva, João Otávio Bandeira Diniz. 729-734 [doi]
- Car Plate Character Recognition Via Semi-Supervised LearningJoão Pedro Kerr Catunda, André Tavares da Silva, Lilian Berton. 735-740 [doi]
- Automatic Classification of Medicinal Plant Species Based on Color and Texture FeaturesLuciano D. S. Pacifico, Larissa F. S. Britto, Emilia Oliveira, Teresa Bernarda Ludermir. 741-746 [doi]
- Human Action Recognition using 2D PosesMurilo Varges da Silva, Aparecido Nilceu Marana. 747-752 [doi]
- Expression Removal in 3D Faces for Recognition PurposesLucas Amparo Barbosa, Gabriel Dahia, Maurício Pamplona Segundo. 753-758 [doi]
- Analysis of Machine Learning Techniques in Fault Diagnosis of Vehicle Fleet Tracking ModulesLuis H. M. Sepulvene, Isabela N. Drummond, Bruno Tardiole Kuehne, Rafael M. D. Frinhani, Fábio Petri, Stephan Reiff-Marganiec, Bruno G. Batista. 759-764 [doi]
- Dodecaphonic Composer Identification Based On Complex NetworksLucas Francesco Piccioni Costa, Andres Eduardo Coca Salazar. 765-770 [doi]
- Bidirectional Mean Distance Estimation: A New Gap filling MethodMarcos Ricardo Santos Oliveira, Ricardo Araújo Rios. 771-776 [doi]
- Visual Approach to Support Analysis of Optimum-Path Forest ClassifierDanilo Medeiros Eler, Matheus Batista, Rogério Eduardo García, Danillo Roberto Pereira, Wilson Marcilio Junior. 777-782 [doi]
- A Probabilistic Algorithm to Estimate the Spectral Moments of Large Undirected Weighted GraphsGustavo Dias, André Kashiwabara. 783-787 [doi]
- A Survey and Comparison of Trajectory Classification MethodsCamila Leite da Silva, Lucas May Petry, Vania Bogorny. 788-793 [doi]
- Enhancement on the Labeled Component Unfolding System for Parallel ImplementationsLucas Francisco Amaral Orosco Pellicer, Filipe Alves Neto Verri, Vitor Venceslau Curtis. 794-799 [doi]
- Explaining Content-Based Recommendations with Topic ModelsGustavo Padilha Polleti, Fábio Gagliardi Cozman. 800-805 [doi]
- Identifying Traffic Event Types from Twitter by Multi-Label ClassificationJorge Cristhian Chamby-Diaz, Ana L. C. Bazzan. 806-811 [doi]
- Structural Correspondence Learning for Cross-Domain Sentiment Analysis in Brazilian PortugueseLarissa F. S. Britto, Rinaldo Lima, Luciano D. S. Pacifico. 812-817 [doi]
- A Multiview Clustering Approach for Mining Authorial Affinities in Literary TextsAndréa B. Duque, Francisco de A. T. de Carvalho, Renato Vimieiro. 818-823 [doi]
- An Approach to Support the Selection of Relevant Studies in Systematic Review and Systematic MappingsGleison de Andrade e Silva Silva, Pedro de Alcântara dos Santos Neto, Raimundo Santos Moura, Alexandre Cristian Araújo, Otávio Cury da Costa Castro, Irvayne Matheus de Sousa Ibiapina. 824-829 [doi]
- Exploring Artificial Neural Networks: A Data Complexity PerspectiveLucas P. Zorzi, Ana Carolina Lorena. 830-835 [doi]
- Quantum Walk to Train a Classical Artificial Neural NetworkLuciano Souza, Jonathan Carvalho, Tiago Ferreira. 836-841 [doi]
- Quantum Neural Networks Learning Algorithm Based on a Global SearchFernando Maciano de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira. 842-847 [doi]
- An Introduction to Quaternion-Valued Recurrent Projection Neural NetworksMarcos Eduardo Valle, Rodolfo Anibal Lobo. 848-853 [doi]
- Audio Plugin Recommendation Systems for Music ProductionPaulo Mateus Moura da Silva, César Lincoln Cavalcante Mattos, Amauri Holanda de Souza Júnior. 854-859 [doi]
- Comorbidity Prediction and Validation using a Disease Gene Graph and Public Health DataCarla Fernandes da Silva, Kuruvilla Joseph Abraham, Evandro Eduardo Seron Ruiz. 860-865 [doi]
- A Random Keys Genetic Algorithm Approach for Reconfiguration Problem in Distribution Power NetworksMateus Teixeira Magalhães, Gabriel Brandão de Miranda, Luciana Brugiolo Gonçalves, Lorenza Leão Oliveira Moreno, Stênio Sã Rosário Furtado Soares, Leonardo Willer de Oliveira. 866-871 [doi]
- Hybrid System for Time Series using Iterative Residual Forecasting ModelsEraylson Galdino da Silva, Paulo Salgado Gomes de Mattos Neto, João Fausto Lorenzato de Oliveira. 872-877 [doi]
- Evaluation of Data Based Normal Behavior Models for Fault Detection in Wind TurbinesDaniel Souza, Thiago de P. Vasconcelos, César L. C. Mattos, Joao Gomes. 878-883 [doi]