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7th BRACIS 2018: São Paulo, Brazil
- 7th Brazilian Conference on Intelligent Systems, BRACIS 2018, São Paulo, Brazil, October 22-25, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-8023-0
Metaheuristics and Optimization 1
- João Pedro Schmitt, Fabiano Baldo, Rafael Stubs Parpinelli:
A MAX-MIN Ant System with Short-Term Memory Applied to the Dynamic and Asymmetric Traveling Salesman Problem. 1-6 - Josiel Neumann Kuk
, Richard A. Gonçalves
A New Adaptive Operator Selection for NSGA-III Applied to CEC 2018 Many-Objective Benchmark. 7-12 - Gabriel Santos Barbosa
A New Genetic Algorithm-Based Pruning Approach for Optimum-Path Forest. 13-18 - Walisson Cardoso Gomes, Reginaldo Cordeiro dos Santos Filho, Claudomiro de Souza de Sales Junior:
An Improved Artificial Bee Colony Algorithm with Diversity Control. 19-24 - Vitor de Albuquerque Torreao, Renato Vimieiro
Effects of Population Initialization on Evolutionary Techniques for Subgroup Discovery in High Dimensional Datasets. 25-30 - Matheus Carvalho, Andre Britto
Influence of Reference Points on a Many-Objective Optimization Algorithm. 31-36
Natural Language Processing 1
- Hilário Tomaz Alves de Oliveira, Rafael Dueire Lins, Rinaldo Lima, Fred Freitas, Steven J. Simske:
A Concept-Based ILP Approach for Multi-document Summarization Exploring Centrality and Position. 37-42 - Igor Cataneo Silveira, Denis Deratani Mauá:
Advances in Automatically Solving the ENEM. 43-48 - Rafaella F. Vale
Assessing Sentence Simplification Methods Applied to Text Summarization. 49-54 - George Vilarinho, Evandro Ruiz
Global Centrality Measures in Word Graphs for Twitter Sentiment Analysis. 55-60 - Ricardo Martins, Marco Gomes
Hate Speech Classification in Social Media Using Emotional Analysis. 61-66 - Felipe Penhorate Carvalho da Fonseca, Luciano Antônio Digiampietri
Inference of Researchers' Area of Expertise. 67-72
Neural Networks
- Rafael A. Berri, Fernando Santos Osório
A Nonintrusive System for Detecting Drunk Drivers in Modern Vehicles. 73-78 - Pedro Pedrosa Rebouças Filho
Estimation of the Energy Production in a Wind Farm Using Regression Methods and Wind Speed Forecast. 79-84 - Fernando Dione dos Santos Lima, Francisco Lucas Falcao Pereira, Iago Castro Chaves, João Paulo Pordeus Gomes, Javam de Castro Machado:
Evaluation of Recurrent Neural Networks for Hard Disk Drives Failure Prediction. 85-90 - James Shiniti Nagai
Gene Essentiality Prediction Using Topological Features From Metabolic Networks. 91-96 - Rodrigo Exterkoetter, Fernando Bordignon, Leandro Passos de Figueiredo, Mauro Roisenberg, Bruno Barbosa Rodrigues:
Petroleum Reservoir Connectivity Patterns Reconstruction Using Deep Convolutional Generative Adversarial Networks. 97-102 - Miguel Domingos de Santana Wanderley, Ricardo Bastos Cavalcante Prudêncio:
Increasing Convolutional Neural Networks Training Speed by Incremental Complexity Learning. 103-108
Reinforcement Learning
- Rodrigo Cesar Bonini, Felipe Leno da Silva, Ruben Glatt
A Framework to Discover and Reuse Object-Oriented Options in Reinforcement Learning. 109-114 - Matheus Ribeiro Furtado de Mendonca
Abstract State Transition Graphs for Model-Based Reinforcement Learning. 115-120 - Silvia Cristina Nunes das Dores, Carlos Soares
Bandit-Based Automated Machine Learning. 121-126 - Cyntia Eico Hayama Nishida
Control of Gene Regulatory Networks Basin of Attractions with Batch Reinforcement Learning. 127-132 - Stefano Giacomazzi Dantas, Daniel Guerreiro e Silva
Equity Trading at the Brazilian Stock Market Using a Q-Learning Based System. 133-138 - Carolina P. de Almeida
Multi-armed Bandit Based Hyper-Heuristics for the Permutation Flow Shop Problem. 139-144
Metaheuristics and Optimization 2
- José Eduardo Henriques da Silva
Cartesian Genetic Programming with Crossover for Designing Combinational Logic Circuits. 145-150 - Luciano D. S. Pacífico
Evolutionary ELMs with Alternative Treatments for the Population Out-Bounded Individuals. 151-156 - Lucas Borges de Moraes, Adriano Fiorese, Rafael Stubs Parpinelli:
Exploring Evolutive Methods for Cloud Provider Selection Based on Performance Indicators. 157-162 - Lucas Marcondes Pavelski
Recommending Meta-Heuristics and Configurations for the Flowshop Problem via Meta-Learning: Analysis and Design. 163-168 - Enrico S. Miranda, Fabio Fabris, Chrystian G. M. Nascimento, Alex Alves Freitas, Alexandre C. M. Oliveira
Meta-Learning for Recommending Metaheuristics for the MaxSAT Problem. 169-174 - Augusto Lopez Dantas, Aurora T. R. Pozo
Selecting Algorithms for the Quadratic Assignment Problem with a Multi-label Meta-Learning Approach. 175-180
Knowledge Representation, AI Theory
- Raul Sena Ferreira, Bruno M. A. da Silva, Wendell Teixeira, Geraldo Zimbrao, Leandro G. M. Alvim:
Density-Based Core Support Extraction for Non-stationary Environments with Extreme Verification Latency. 181-187 - Diego Farias de Oliveira, Nykolas Mayko Maia Barbosa, Alisson Sampaio Carvalho de Alencar, João Paulo Pordeus Gomes, Leonardo Ramos Rodrigues
Minimal Learning Machine for Interval-Valued Data. 188-193 - Priscila G. M. dos Santos, Ismael C. S. Araujo
Quantum Enhanced k-fold Cross-Validation. 194-199 - Raphael J. D'Castro, Adriano L. I. Oliveira, Augusto H. Terra:
Process Mining Discovery Techniques in a Low-Structured Process Works? 200-205 - Madson Luiz Dantas Dias, Ananda L. Freire, Amauri H. Souza Júnior, Ajalmar R. da Rocha Neto, João Paulo Pordeus Gomes:
Sparse Minimal Learning Machines Via L_1/2 Norm Regularization. 206-211
Deep Learning, Image Processing
- Victor L. F. Souza, Adriano L. I. Oliveira, Robert Sabourin:
A Writer-Independent Approach for Offline Signature Verification using Deep Convolutional Neural Networks Features. 212-217 - Sérgio F. Chevtchenko
Deep Learning for People Detection on Beach Images. 218-223 - Jonas Wacker, Rodrigo Peres Ferreira, Marcelo Ladeira:
Detecting Fake Suppliers using Deep Image Features. 224-229 - Gustavo Botelho de Souza, Daniel Felipe Silva Santos, Rafael Goncalves Pires, João Paulo Papa, Aparecido Nilceu Marana:
Efficient Width-Extended Convolutional Neural Network for Robust Face Spoofing Detection. 230-235 - Pedro Garcia Freitas
Towards a Referenceless Visual Quality Assessment Model Using Binarized Statistical Image Features. 236-241 - Églen Protas, José Douglas Bratti, Pedro O. C. S. Ribeiro, Paulo Drews Jr.
Visualization Techniques Applied to Image-to-Image Translation. 242-247
Natural Language Processing 2
- Christopher Shulby, Leonardo Pombal, Vitor Jordão, Guilherme Ziolle, Bruno Martho, Antônio Postal, Thiago Prochnow:
Proactive Security: Embedded AI Solution for Violent and Abusive Speech Recognition. 248-253 - Cloves Lima, Ivan Santos, Flávia A. Barros, Alexandre Mota:
SPt: A Text Mining Process to Extract Relevant Areas from SW Documents to Exploratory Tests. 254-259 - Tatiane Nogueira Rios, Braian Varjao Gama Bispo:
Statera: A Balanced Feature Selection Method for Text Classification. 260-265 - Marcelo Pita, Gisele L. Pappa:
Strategies for Short Text Representation in the Word Vector Space. 266-271 - Fernando Tadao Ito, Helena de Medeiros Caseli, Jander Moreira:
The Effects of Underlying Mono and Multilingual Representations for Text Classification. 272-277 - Gustavo Bennemann de Moura, Valéria Delisandra Feltrim:
Using LSTM Encoder-Decoder for Rhetorical Structure Prediction. 278-283
Image Processing, Computer Vision
- Guilherme Plichoski, Chidambaram Chidambaram, Rafael Stubs Parpinelli:
A Face Recognition Framework for Illumination Compensation Based on Bio-Inspired Algorithms. 284-289 - Maria F. S. Andrade, Filipe R. Cordeiro
A Fuzzy-Adaptive Approach to Segment Metaphase Chromosome Images. 290-295 - Luciano D. S. Pacífico
A Hybrid Improved Group Search Optimization and Otsu Method for Color Image Segmentation. 296-301 - Victor Perrone de Lima Varela, Arthur Oliveira, Paulo Rodrigues
qFA: An Optimized Based-Tracking Approach Using Firefly Algorithm. 302-306 - Augusto Victor Martins Gomides, Lucas Josino de Paula Goncalves, Lucas Ricciopo Silva, André Ricardo Backes:
Lacunarity as a Tool for Analyzing Satellite Images of Urban Areas. 307-311 - Tiene A. Filisbino, Gilson A. Giraldi, Carlos E. Thomaz
Nonlinear Discriminant Principal Component Analysis for Image Classification and Reconstruction. 312-317
Recommender Systems
- Edesio Alcobaça
Dimensionality Reduction for the Algorithm Recommendation Problem. 318-323 - Samuel E. L. Oliveira, Pedro Paulo Valadares Brum, Anísio Lacerda, Gisele L. Pappa:
Exploiting Multiple Recommenders to Improve Group Recommendation. 324-329 - Renan de Padua, Dario Brito Calcada, Veronica Oliveira de Carvalho, Solange Oliveira Rezende
Exploring the Data Using Extended Association Rule Network. 330-335 - Marcos Wander Rodrigues, Wladmir Cardoso Brandão
Recommending Scientific Collaboration from ResearchGate. 336-341 - Eduardo Pereira Fressato, Arthur Fortes da Costa, Marcelo Garcia Manzato:
Similarity-Based Matrix Factorization for Item Cold-Start in Recommender Systems. 342-347 - Kleyton Pontes Cotta
Weightless Neural Network WiSARD Applied to Online Recommender Systems. 348-353
Agent, MAS
- Gian Mauricio Fritsche
A Hyper-Heuristic Collaborative Multi-objective Evolutionary Algorithm. 354-359 - Jose Pergentino Araujo Neto, Donald M. Pianto, Célia Ghedini Ralha
An Agent-Based Fog Computing Architecture for Resilience on Amazon EC2 Spot Instances. 360-365 - Marlo Souza, Álvaro F. Moreira, Renata Vieira
Tractable Reasoning about Agent Programming in Dynamic Preference Logic. 366-371 - Everton Rodrigues Reis, Jaime Simão Sichman:
MAVIS: A Multiagent Value Investing System. 372-377 - Vágner de Oliveira Gabriel, Diana Francisca Adamatti, Alison R. Panisson
Argumentation-Based Reasoning in BDI Agents Using Toulmin's Model. 378-383 - Artur Vidal Maia, Jaime Simão Sichman:
Explicit Representation of Planning Autonomy in MOISE Organizational Model. 384-389
Classification
- Murillo G. Carneiro
Analysis of Graph Construction Methods in Supervised Data Classification. 390-395 - Saulo Martiello Mastelini, Everton Jose Santana
Benchmarking Multi-target Regression Methods. 396-401 - Gustavo Eloi de Paula Rodrigues
Data Classification: Dimensionality Reduction Using Combined and Non-combined Multidimensional Projection Techniques. 402-407 - Vinicius Souza
Evaluating Stream Classifiers with Delayed Labels Information. 408-413 - Adriano Rivolli, Carlos Soares
Label Expansion for Multi-label Classification. 414-419 - Bruna Zamith Santos
Strategies for Selection of Positive and Negative Instances in the Hierarchical Classification of Transposable Elements. 420-425
Intelligent Robotics
- Gina M. B. Oliveira, Reslley G. O. Silva, Laurence Rodrigues do Amaral, Luiz Gustavo Almeida Martins
An Evolutionary-Cooperative Model Based on Cellular Automata and Genetic Algorithms for the Navigation of Robots Under Formation Control. 426-431 - Rodrigo Caputo, Edmilson Santos:
Bayesian Classifiers Supported by Ranking for Decision Making in Robot Soccer. 432-437 - Daniel Tozadore, Caetano Mazzoni Ranieri
Effects of Emotion Grouping for Recognition in Human-Robot Interactions. 438-443 - João P. B. Andrade, Robson Oliveira, Thayanne F. da Silva, José E. Bessa Maia, Gustavo A. L. de Campos:
Organization/fuzzy Approach to the CTO Problem. 444-449 - Ricardo Maroquio Bernardo, Luis Claudio Batista da Silva, Paulo Fernando Ferreira Rosa:
Onboard Video Stabilization for Low Cost Small RPAS Surveillance Applications. 450-455 - Suane Pires Pinheiro da Silva, Leandro Bezerra Marinho
Robot Localization Using Classification with Reject Option from Structural Co-occurrence Matrix in Omnidirectional Images. 456-461
Ensemble Methods
- João C. Xavier Junior, Alex Alves Freitas, Antonino Feitosa Neto, Teresa Bernarda Ludermir:
A Novel Evolutionary Algorithm for Automated Machine Learning Focusing on Classifier Ensembles. 462-467 - Rômulo de Oliveira Nunes, Carine Azevedo Dantas, Anne Magály de Paula Canuto, João Carlos Xavier Junior:
Dynamic Feature Selection for Classifier Ensembles. 468-473 - Kecia Gomes de Moura, Ricardo Bastos Cavalcante Prudêncio, George Darmiton da Cunha Cavalcanti:
Ensemble Methods for Label Noise Detection Under the Noisy at Random Model. 474-479 - Victor G. Turrisi da Costa, Saulo Martiello Mastelini, André C. P. L. F. de Carvalho
Making Data Stream Classification Tree-Based Ensembles Lighter. 480-485
GA, Time Series
- Luis Guilherme Bergamini Mendes, Ana Cristina B. Kochem Vendramin, Anelise Munaretto
A Rule-Based Greedy Ant (rGrAnt) Protocol for Networking Environments. 486-491 - Elivelto Ebermam, Gabriel De Angelo, Helder Knidel, Renato A. Krohling:
Empirical Mode Decomposition, Extreme Learning Machine and Long Short-Term Memory for Time Series Prediction: A Comparative Study. 492-497 - Romulo M. S. Souza, Guilherme Palermo Coelho
Search Operators for Genetic Algorithms Applied to Well Positioning in Oil Fields. 498-503 - Felipe Simoes Lage Gomes Duarte, Ricardo Araújo Rios, Eduardo Raul Hruschka
Time Series Decomposition Using Spring System Applied on Phase Spaces. 504-509
Planning, Logics
- Rafael da Silva Albuquerque, Joao Fernando Lima Alcantara, João Paulo Pordeus Gomes:
A Rough Sets-Based Rule Induction for Numerical Datasets. 510-515 - Tiago I. de Carvalho
Bio-Inspired and Heuristic Methods Applied to a Benchmark of the Task Scheduling Problem. 516-521 - Milton Condori Fernandez, Leliane Nunes de Barros, Karina Valdivia Delgado:
Occupation Measure Heuristics to Solve Stochastic Shortest Path with Dead Ends. 522-527 - Thiago Freitas dos Santos
Solving a Spatial Puzzle Using Answer Set Programming Integrated with Markov Decision Process. 528-533 - Thiago Alves Rocha
Synthesis of a DNF Formula From a Sample of Strings. 534-539
Clustering
- Caio Flexa, Reginaldo Santos, Walisson Cardoso Gomes, Claudomiro Sales:
A Novel Equidistant-Scattering-Based Cluster Index. 540-545 - Victor Alexandre Padilha, André Carlos Ponce de Leon Ferreira de Carvalho
A Study of Biclustering Coherence Measures for Gene Expression Data. 546-551 - Alysson Bispo, Ricardo B. C. Prudêncio, Douglas Veras da Silva:
Instance Selection and Class Balancing Techniques for Cross Project Defect Prediction. 552-557 - Fernanda Eustáquio
On Monotonic Tendency of Some Fuzzy Cluster Validity Indices for High-Dimensional Data. 558-563 - Diego Minatel
Trajectory Network Assessment Based on Analysis of Stay Points Cluster. 564-569 - Xuejian Wang, Michael C. Fairhurst, Anne M. P. Canuto:
Fusion of Local Descriptors for Multi-view Facial Expression Recognition. 570-575
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