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9th BRACIS 2020: Rio Grande, Brazil - Part I
- Ricardo Cerri
, Ronaldo C. Prati
Intelligent Systems - 9th Brazilian Conference, BRACIS 2020, Rio Grande, Brazil, October 20-23, 2020, Proceedings, Part I. Lecture Notes in Computer Science 12319, Springer 2020, ISBN 978-3-030-61376-1
Evolutionary Computation, Metaheuristics, Constrains and Search, Combinatorial and Numerical Optimization
- André Manhães Machado
A New Hybridization of Evolutionary Algorithms, GRASP and Set-Partitioning Formulation for the Capacitated Vehicle Routing Problem. 3-17 - Henry E. L. Cagnini
An Evolutionary Algorithm for Learning Interpretable Ensembles of Classifiers. 18-33 - Renan Motta Goulart, Saulo Moraes Villela, Carlos Cristiano Hasenclever Borges, Raul Fonseca Neto:
An Evolutionary Analytic Center Classifier. 34-48 - Thiago Fialho de Queiroz Lafetá, Gina Maira Barbosa de Oliveira:
Applying Dynamic Evolutionary Optimization to the Multiobjective Knapsack Problem. 49-63 - Luciano D. S. Pacífico
Backtracking Group Search Optimization: A Hybrid Approach for Automatic Data Clustering. 64-78 - Gabriel Fontes da Silva, Leila Silva, André Britto:
Dynamic Software Project Scheduling Problem with PSO and Dynamic Strategies Based on Memory. 79-94 - Victor Oliveira Costa
Evaluation of Metaheuristics in the Optimization of Laguerre-Volterra Networks for Nonlinear Dynamic System Identification. 95-109 - Cristiano Galafassi, Fabiane F. P. Galafassi, Eliseo Berni Reategui
EvoLogic: Intelligent Tutoring System to Teach Logic. 110-121 - Jonathan H. A. de Carvalho
Impacts of Multiple Solutions on the Lackadaisical Quantum Walk Search Algorithm. 122-135 - Bianca N. K. Senzaki
Multi-objective Quadratic Assignment Problem: An Approach Using a Hyper-Heuristic Based on the Choice Function. 136-150 - Leonardo Ramos Emmendorfer
On Improving the Efficiency of Majorization-Minorization for the Inference of Rank Aggregation Models. 151-165 - Victor Oliveira Costa
On the Multiple Possible Adaptive Mechanisms of the Continuous Ant Colony Optimization. 166-178 - Artur Leandro da Costa Oliveira, André Britto:
A Differential Evolution Algorithm for Contrast Optimization. 179-194
Neural Networks, Deep Learning and Computer Vision
- Eduardo Henrique Pais Pooch, Thatiane Alves Pianoschi Alva, Carla Diniz Lopes Becker:
A Deep Learning Approach for Pulmonary Lesion Identification in Chest Radiographs. 197-211 - Cristiano Rafael Steffens
A Pipelined Approach to Deal with Image Distortion in Computer Vision. 212-225 - Lucas S. Fernandes, Francisco H. S. Silva
A Robust Automatic License Plate Recognition System for Embedded Devices. 226-239 - Iago R. R. Silva
Assessing Deep Learning Models for Human-Robot Collaboration Collision Detection in Industrial Environments. 240-255 - Ramásio Ferreira de Melo
Diagnosis of Apple Fruit Diseases in the Wild with Mask R-CNN. 256-270 - Geovani L. Martins
Ensemble of Algorithms for Multifocal Cervical Cell Image Segmentation. 271-286 - Jones José da Silva Júnior
Improving Face Recognition Accuracy for Brazilian Faces in a Criminal Investigation Department. 287-301 - Matheus Nunes, Gisele L. Pappa:
Neural Architecture Search in Graph Neural Networks. 302-317 - Henrique Leal Tavares, João Baptista Cardia Neto, João Paulo Papa, Danilo Colombo, Aparecido Nilceu Marana:
People Identification Based on Soft Biometrics Features Obtained from 2D Poses. 318-332 - Elias P. Medeiros, Daniel S. Ferreira, Geraldo L. B. Ramalho:
Texture Analysis Based on Structural Co-occurrence Matrix Improves the Colorectal Tissue Characterization. 333-347 - Claudio Dornelles Mello Jr.
Unsupervised Learning Method for Encoder-Decoder-Based Image Restoration. 348-360 - Eduardo Henrique Pais Pooch, Thatiane Alves Pianoschi Alva, Carla Diniz Lopes Becker:
A Computational Tool for Automated Detection of Genetic Syndrome Using Facial Images. 361-370 - Matheus Prado Prandini Faria, Rita Maria da Silva Julia, Lidia Bononi Paiva Tomaz:
Improving FIFA Player Agents Decision-Making Architectures Based on Convolutional Neural Networks Through Evolutionary Techniques. 371-386
Text Mining and Natural Language Processing
- Bianca da Rocha Bartolomei
Authorship Attribution of Brazilian Literary Texts Through Machine Learning Techniques. 389-402 - Fábio Souza, Rodrigo Frassetto Nogueira
BERTimbau: Pretrained BERT Models for Brazilian Portuguese. 403-417 - Johannes V. Lochter, Renato Moraes Silva
Deep Learning Models for Representing Out-of-Vocabulary Words. 418-434 - Taynan Maier Ferreira
DeepBT and NLP Data Augmentation Techniques: A New Proposal and a Comprehensive Study. 435-449 - Antonio M. S. Almeida Neto
Dense Captioning Using Abstract Meaning Representation. 450-465 - Kenzo Miranda Sakiyama, Lucas de Souza Rodrigues
Can Twitter Data Estimate Reality Show Outcomes? 466-482 - Ruan Chaves Rodrigues
Domain Adaptation of Transformers for English Word Segmentation. 483-496 - Rafael Bezerra de Menezes Rodrigues
Entropy-Based Filter Selection in CNNs Applied to Text Classification. 497-510 - Francielle Alves Vargas
Identifying Fine-Grained Opinion and Classifying Polarity on Coronavirus Pandemic. 511-520 - Thiago Raulino Dal Pont
Impact of Text Specificity and Size on Word Embeddings Performance: An Empirical Evaluation in Brazilian Legal Domain. 521-535 - Vinícios Faustino de Carvalho
Machine Learning for Suicidal Ideation Identification on Twitter for the Portuguese Language. 536-550 - Hugo Queiroz Abonizio
Pre-trained Data Augmentation for Text Classification. 551-565 - Arthur D. Reys, Danilo Silva
Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes. 566-580 - Jackson José de Souza
Robust Ranking of Brazilian Supreme Court Decisions. 581-594 - Pedro Gengo, Filipe Alves Neto Verri
Semi-Supervised Sentiment Analysis of Portuguese Tweets with Random Walk in Feature Sample Networks. 595-605 - Adriano Capanema Silva
The Use of Machine Learning in the Classification of Electronic Lawsuits: An Application in the Court of Justice of Minas Gerais. 606-620 - Ana Larissa Dias
Towards a Free, Forced Phonetic Aligner for Brazilian Portuguese Using Kaldi Tools. 621-635 - Matheus Camasmie Pavan
Twitter Moral Stance Classification Using Long Short-Term Memory Networks. 636-647 - Luiz Henrique Bonifacio, Paulo Arantes Vilela, Gustavo Rocha Lobato, Eraldo Rezende Fernandes:
A Study on the Impact of Intradomain Finetuning of Deep Language Models for Legal Named Entity Recognition in Portuguese. 648-662
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