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9th BRACIS 2020: Rio Grande, Brazil - Part II
- Ricardo Cerri
, Ronaldo C. Prati
Intelligent Systems - 9th Brazilian Conference, BRACIS 2020, Rio Grande, Brazil, October 20-23, 2020, Proceedings, Part II. Lecture Notes in Computer Science 12320, Springer 2020, ISBN 978-3-030-61379-2
Agent and Multi-agent Systems, Planning and Reinforcement Learning
- Alison R. Panisson
A Multi-level Approach to the Formal Semantics of Agent Societies. 3-17 - Frederico José Dias Möller
A Reinforcement Learning Based Adaptive Mutation for Cartesian Genetic Programming Applied to the Design of Combinational Logic Circuits. 18-32 - Fábio Aiub Sperotto
AgentDevLaw: A Middleware Architecture for Integrating Legal Ontologies and Multi-agent Systems. 33-46 - Mariela Morveli Espinoza
An Argumentation-Based Approach for Explaining Goals Selection in Intelligent Agents. 47-62 - Igor Avila Pereira, Lisane B. de Brisolara, Paulo Roberto Ferreira Jr.
Application-Level Load Balancing for Reactive Wireless Sensor Networks: An Approach Based on Constraint Optimization Problems. 63-76 - Matheus Santos Araújo, Thayanne F. da Silva, Vinícius A. Sampaio, Gabriel F. L. Melo, Raimundo Juracy Campos Ferro Junior, Leonardo Ferreira da Costa, João P. B. Andrade, Gustavo A. L. de Campos:
Cooperative Observation of Smart Target Agents. 77-92 - Milton Condori Fernandez, Leliane N. de Barros, Denis Deratani Mauá, Karina Valdivia Delgado, Valdinei Freire:
Finding Feasible Policies for Extreme Risk-Averse Agents in Probabilistic Planning. 93-107 - Renato Scaroni, Thiago Pereira Bueno, Leliane N. de Barros, Denis Deratani Mauá:
On the Performance of Planning Through Backpropagation. 108-122 - Elthon Manhas de Freitas, Valdinei Freire, Karina Valdivia Delgado:
Risk Sensitive Stochastic Shortest Path and LogSumExp: From Theory to Practice. 123-139 - Ana Carolina L. C. Queiroz
Solving Multi-Agent Pickup and Delivery Problems Using a Genetic Algorithm. 140-153 - Ricardo Arend Machado, Eder Mateus Nunes Gonçalves
Testing Multiagent Systems Under Organizational Model Moise Using a Test Adequacy Criterion Based on State Transition Path. 154-168
Knowledge Representation, Logic and Fuzzy Systems
- Andre Luis Cristiani, Tiago Pinho da Silva, Heloisa de Arruda Camargo:
A Fuzzy Approach for Classification and Novelty Detection in Data Streams Under Intermediate Latency. 171-186 - Giancarlo Lucca
A Fuzzy Reasoning Method Based on Ensembles of Generalizations of the Choquet Integral. 187-200 - Miriam Oliveira dos Santos
A Useful Tool to Support the Ontology Alignment Repair. 201-215 - Henrique Viana, João F. L. Alcântara:
Aggregation with Weak, Axiological and Strong Sufficientarian Functions. 216-230 - Frederico B. Tiggemann
An Alternative to Power Measure for Fuzzy Rule-Based Classification Systems. 231-244 - Elidiane Pereira do Nascimento, Tatiane Nogueira
FT-BlinGui: A Fuzzy-Based Wearable Device System to Avoid Visually Impaired Collision in Real Time. 245-258 - Allen Hichard Marques Santos
Genetic Learning Analysis of Fuzzy Rule-Based Classification Systems Considering Data Reduction. 259-271 - Marlo Souza:
Towards a Theory of Hyperintensional Belief Change. 272-287
Machine Learning and Data Mining
- Adriano Barreto, Igor Moreira, Caio Flexa, Eduardo Cardoso, Claudomiro Sales:
An Online Pyramidal Embedding Technique for High Dimensional Big Data Visualization. 291-306 - Juliana Barcellos Mattos, Eraylson G. Silva, Paulo S. G. de Mattos Neto, Renato Vimieiro:
Exceptional Survival Model Mining. 307-321 - Luan V. C. Martins, Liang Zhao:
Particle Competition for Unbalanced Community Detection in Complex Networks. 322-336 - Saulo Martiello Mastelini
2CS: Correlation-Guided Split Candidate Selection in Hoeffding Tree Regressors. 337-351 - Cephas A. S. Barreto
A Distance-Weighted Selection of Unlabelled Instances for Self-training and Co-training Semi-supervised Methods. 352-366 - Vinicius Eiji Martins
Active Learning Embedded in Incremental Decision Trees. 367-381 - Argus A. B. Cavalcante, Cláudia Marcela Justel
Link Prediction in Social Networks: An Edge Creation History-Retrieval Based Method that Combines Topological and Contextual Data. 382-396 - Tiago Colliri
Predicting the Evolution of COVID-19 Cases and Deaths Through a Correlations-Based Temporal Network. 397-411 - Lucas Felipe Ferraro Cardoso
Decoding Machine Learning Benchmarks. 412-425 - Caio Luiggy Riyoichi Sawada Ueno, Igor Braga, Diego Furtado Silva:
Towards an Instance-Level Meta-learning-Based Ensemble for Time Series Classification. 426-441 - Rodolfo Anibal Lobo
Ensemble of Binary Classifiers Combined Using Recurrent Correlation Associative Memories. 442-455 - Laura Maria Palomino Mariño
Comparative Study of Fast Stacking Ensembles Families Algorithms. 456-470 - Clóvis Daniel Souza Silva, Leonardo Ferreira da Costa, Leonardo Sampaio Rocha, Gerardo Valdisio Rodrigues Viana:
KNN Applied to PDG for Source Code Similarity Classification. 471-482 - José L. M. Arruda, Ricardo B. C. Prudêncio, Ana Carolina Lorena:
Measuring Instance Hardness Using Data Complexity Measures. 483-497 - Victor H. Barella
Simulating Complexity Measures on Imbalanced Datasets. 498-512 - Agustín Alejandro Ortiz Díaz
SSL-C4.5: Implementation of a Classification Algorithm for Semi-supervised Learning Based on C4.5. 513-525
Multidisciplinary Artificial and Computational Intelligence and Applications
- Jesse Read
Data Streams Are Time Series: Challenging Assumptions. 529-543 - Clarissa Rodrigues, William da Rosa Fröhlich
Evaluating a New Approach to Data Fusion in Wearable Physiological Sensors for Stress Monitoring. 544-557 - Renan de Luca Avila
Financial Time Series Forecasting via CEEMDAN-LSTM with Exogenous Features. 558-572 - Camila P. S. Tautenhain
Improved Multilevel Algorithm to Detect Communities in Flight Networks. 573-587 - Bruna de Vargas Guterres
Intelligent Classifiers on the Construction of Pollution Biosensors Based on Bivalves Behavior. 588-603 - Aldísio Gonçalves Medeiros, Lucas de O. Santos
New Adaptive Morphological Geodesic Active Contour Method for Segmentation of Hemorrhagic Stroke in Computed Tomography Image. 604-618 - Luis G. S. Centeleghe, William da Rosa Fröhlich
Parallel Monte Carlo Tree Search in General Video Game Playing. 619-633 - Everton Jose Santana
Photovoltaic Generation Forecast: Model Training and Adversarial Attack Aspects. 634-649 - Victor M. G. dos Santos, Rodrigo Fernandes de Mello
Quantifying Temporal Novelty in Social Networks Using Time-Varying Graphs and Concept Drift Detection. 650-664 - André D. C. M. de Oliveira, Pedro F. A. Pinto, Sérgio Colcher:
Stocks Clustering Based on Textual Embeddings for Price Forecasting. 665-678
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