Table of Contents

• A Multi-level Approach to the Formal Semantics of Agent SocietiesAlison R. Panisson, Rafael H. Bordini, Antônio Carlos da Rocha Costa. 3-17 [doi]
• A Reinforcement Learning Based Adaptive Mutation for Cartesian Genetic Programming Applied to the Design of Combinational Logic CircuitsFrederico José Dias Möller, Heder Soares Bernardino, Luciana Brugiolo Gonçalves, Stênio Sã Rosário Furtado Soares. 18-32 [doi]
• AgentDevLaw: A Middleware Architecture for Integrating Legal Ontologies and Multi-agent SystemsFábio Aiub Sperotto, Marilton Sanchotene de Aguiar. 33-46 [doi]
• An Argumentation-Based Approach for Explaining Goals Selection in Intelligent AgentsMariela Morveli Espinoza, Cesar A. Tacla, Henrique M. R. Jasinski. 47-62 [doi]
• Application-Level Load Balancing for Reactive Wireless Sensor Networks: An Approach Based on Constraint Optimization ProblemsIgor Avila Pereira, Lisane B. de Brisolara, Paulo Roberto Ferreira Jr.. 63-76 [doi]
• Cooperative Observation of Smart Target AgentsMatheus Santos Araújo, Thayanne F. da Silva, Vinícius A. Sampaio, Gabriel Falcão Paiva Fernandes, Raimundo Juracy Campos Ferro Junior, Leonardo Ferreira da Costa, João P. B. Andrade, Gustavo A. L. de Campos. 77-92 [doi]
• Finding Feasible Policies for Extreme Risk-Averse Agents in Probabilistic PlanningMilton Condori Fernandez, Leliane N. de Barros, Denis Deratani Mauá, Karina Valdivia Delgado, Valdinei Freire. 93-107 [doi]
• On the Performance of Planning Through BackpropagationRenato Scaroni, Thiago Pereira Bueno, Leliane N. de Barros, Denis Deratani Mauá. 108-122 [doi]
• Risk Sensitive Stochastic Shortest Path and LogSumExp: From Theory to PracticeElthon Manhas de Freitas, Valdinei Freire, Karina Valdivia Delgado. 123-139 [doi]
• Solving Multi-Agent Pickup and Delivery Problems Using a Genetic AlgorithmAna Carolina L. C. Queiroz, Heder S. Bernardino, Alex Borges Vieira, Helio J. C. Barbosa. 140-153 [doi]
• Moise Using a Test Adequacy Criterion Based on State Transition PathRicardo Arend Machado, Eder Mateus Gonçalves. 154-168 [doi]
• A Fuzzy Approach for Classification and Novelty Detection in Data Streams Under Intermediate LatencyAndre Luis Cristiani, Tiago Pinho da Silva, Heloisa de Arruda Camargo. 171-186 [doi]
• A Fuzzy Reasoning Method Based on Ensembles of Generalizations of the Choquet IntegralGiancarlo Lucca, Eduardo N. Borges, Hélida Salles Santos, Graçaliz Pereira Dimuro, Tiago da Cruz Asmus, José Antonio Sanz, Humberto Bustince. 187-200 [doi]
• A Useful Tool to Support the Ontology Alignment RepairMiriam Oliveira dos Santos, Carlos Eduardo R. de Mello, Tadeu Moreira de Classe. 201-215 [doi]
• Aggregation with Weak, Axiological and Strong Sufficientarian FunctionsHenrique Viana, João F. L. Alcântara. 216-230 [doi]
• An Alternative to Power Measure for Fuzzy Rule-Based Classification SystemsFrederico B. Tiggemann, Bryan Stefan Galani Pernambuco, Giancarlo Lucca, Eduardo N. Borges, Hélida Salles Santos, Graçaliz Pereira Dimuro, José Antonio Sanz, Humberto Bustince. 231-244 [doi]
• FT-BlinGui: A Fuzzy-Based Wearable Device System to Avoid Visually Impaired Collision in Real TimeElidiane Pereira do Nascimento, Tatiane Nogueira. 245-258 [doi]
• Genetic Learning Analysis of Fuzzy Rule-Based Classification Systems Considering Data ReductionAllen Hichard Marques Santos, Matheus Giovanni Pires, Fabiana Cristina Bertoni. 259-271 [doi]
• Towards a Theory of Hyperintensional Belief ChangeMarlo Souza. 272-287 [doi]
• An Online Pyramidal Embedding Technique for High Dimensional Big Data VisualizationAdriano Barreto, Igor Moreira, Caio Flexa, Eduardo Cardoso, Claudomiro Sales. 291-306 [doi]
• Exceptional Survival Model MiningJuliana Barcellos Mattos, Eraylson G. Silva, Paulo S. G. de Mattos Neto, Renato Vimieiro. 307-321 [doi]
• Particle Competition for Unbalanced Community Detection in Complex NetworksLuan V. C. Martins, Liang Zhao. 322-336 [doi]
• 2CS: Correlation-Guided Split Candidate Selection in Hoeffding Tree RegressorsSaulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho. 337-351 [doi]
• A Distance-Weighted Selection of Unlabelled Instances for Self-training and Co-training Semi-supervised MethodsCephas A. S. Barreto, Arthur C. Gorgônio, Anne M. P. Canuto, João Carlos Xavier Jr.. 352-366 [doi]
• Active Learning Embedded in Incremental Decision TreesVinicius Eiji Martins, Victor G. Turrisi da Costa, Sylvio Barbon Junior. 367-381 [doi]
• Link Prediction in Social Networks: An Edge Creation History-Retrieval Based Method that Combines Topological and Contextual DataArgus A. B. Cavalcante, Cláudia Marcela Justel, Ronaldo R. Goldschmidt. 382-396 [doi]
• Predicting the Evolution of COVID-19 Cases and Deaths Through a Correlations-Based Temporal NetworkTiago Colliri, Alexandre C. B. Delbem, Liang Zhao 0001. 397-411 [doi]
• Decoding Machine Learning BenchmarksLucas F. F. Cardoso, Vitor Cirilo Araujo Santos, Regiane S. K. Francês, Ricardo B. C. Prudêncio, Ronnie C. O. Alves. 412-425 [doi]
• Towards an Instance-Level Meta-learning-Based Ensemble for Time Series ClassificationCaio Luiggy Riyoichi Sawada Ueno, Igor Braga, Diego Furtado Silva. 426-441 [doi]
• Ensemble of Binary Classifiers Combined Using Recurrent Correlation Associative MemoriesRodolfo Anibal Lobo, Marcos Eduardo Valle. 442-455 [doi]
• Comparative Study of Fast Stacking Ensembles Families AlgorithmsLaura Maria Palomino Mariño, Agustín Alejandro Ortiz Díaz, Germano Crispim Vasconcelos. 456-470 [doi]
• KNN Applied to PDG for Source Code Similarity ClassificationClóvis Daniel Souza Silva, Leonardo Ferreira da Costa, Leonardo Sampaio Rocha, Gerardo Valdisio Rodrigues Viana. 471-482 [doi]
• Measuring Instance Hardness Using Data Complexity MeasuresJosé L. M. Arruda, Ricardo B. C. Prudêncio, Ana Carolina Lorena. 483-497 [doi]
• Simulating Complexity Measures on Imbalanced DatasetsVictor H. Barella, Luís Paulo F. Garcia, André C. P. L. F. de Carvalho. 498-512 [doi]
• SSL-C4.5: Implementation of a Classification Algorithm for Semi-supervised Learning Based on C4.5Agustín Alejandro Ortiz Díaz, Flavio Roberto Bayer, Fabiano Baldo. 513-525 [doi]
• Data Streams Are Time Series: Challenging AssumptionsJesse Read, Ricardo A. Rios, Tatiane Nogueira, Rodrigo Fernandes de Mello. 529-543 [doi]
• Evaluating a New Approach to Data Fusion in Wearable Physiological Sensors for Stress MonitoringClarissa Rodrigues, William R. Fröhlich, Amanda G. Jabroski, Sandro J. Rigo, Andreia Rodrigues, Elisa Kern de Castro. 544-557 [doi]
• Financial Time Series Forecasting via CEEMDAN-LSTM with Exogenous FeaturesRenan de Luca Avila, Glauber De Bona. 558-572 [doi]
• Improved Multilevel Algorithm to Detect Communities in Flight NetworksCamila P. S. Tautenhain, Calvin R. Costa, Mariá C. V. Nascimento. 573-587 [doi]
• Intelligent Classifiers on the Construction of Pollution Biosensors Based on Bivalves BehaviorBruna de Vargas Guterres, Je N. J. Junior, Amanda da Silveira Guerreiro, Viviane B. Fonseca, Silvia S. C. Botelho, Juliana Zomer Sandrini. 588-603 [doi]
• New Adaptive Morphological Geodesic Active Contour Method for Segmentation of Hemorrhagic Stroke in Computed Tomography ImageAldísio Gonçalves Medeiros, Lucas de O. Santos, Róger Moura Sarmento, Elizângela de S. Rebouças, Pedro Pedrosa Rebouças Filho. 604-618 [doi]
• Parallel Monte Carlo Tree Search in General Video Game PlayingLuis G. S. Centeleghe, William R. Fröhlich, Sandro J. Rigo. 619-633 [doi]
• Photovoltaic Generation Forecast: Model Training and Adversarial Attack AspectsEverton Jose Santana, Ricardo Petri Silva, Bruno Bogaz Zarpelão, Sylvio Barbon Junior. 634-649 [doi]
• Quantifying Temporal Novelty in Social Networks Using Time-Varying Graphs and Concept Drift DetectionVictor M. G. dos Santos, Rodrigo Fernandes de Mello, Tatiane Nogueira, Ricardo Araújo Rios. 650-664 [doi]
• Stocks Clustering Based on Textual Embeddings for Price ForecastingAndré D. C. M. de Oliveira, Pedro F. A. Pinto, Sérgio Colcher. 665-678 [doi]