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11th BRACIS 2022: Campinas, Brazil - Part II
- João Carlos Xavier Junior
, Ricardo Araújo Rios
:
Intelligent Systems - 11th Brazilian Conference, BRACIS 2022, Campinas, Brazil, November 28 - December 1, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13654, Springer 2022, ISBN 978-3-031-21688-6 - Anderson Bottega da Silva, Eduardo Jaques Spinosa:
A Sequential Recommender System with Embeddings Based on GraphSage Aggregators. 1-15 - Angelica Lourenço Oliveira
, Marcos Eduardo Valle
:
Least-Squares Linear Dilation-Erosion Regressor Trained Using a Convex-Concave Procedure. 16-29 - Ângelo Gregório Lovatto
, Leliane Nunes de Barros
, Denis Deratani Mauá
:
Exploration Versus Exploitation in Model-Based Reinforcement Learning: An Empirical Study. 30-44 - Arnaldo Vitor Barros da Silva
, Luis Filipe Alves Pereira
:
BoVW-CAM: Visual Explanation from Bag of Visual Words. 45-55 - Arthur Emanuel de Oliveira Carosia, Ana Estela Antunes da Silva, Guilherme Palermo Coelho
:
Using BERT to Predict the Brazilian Stock Market. 56-70 - Bruno Belluzzo
, Aparecido Nilceu Marana
:
Human Action Recognition Based on 2D Poses and Skeleton Joints. 71-83 - Claudio Dornelles Mello Jr.
, Bryan Umpierre Moreira
, Paulo Jefferson Dias de Oliveira Evald
, Paulo Lilles Jorge Drews Junior
, Silvia Silva da Costa Botelho
:
Self-learning Methodology Based on Degradation Estimation for Underwater Image Enhancement. 84-95 - Daniel Eugênio Neves
, Lucila Ishitani
, Zenilton Kleber Gonçalves do Patrocínio Jr.
:
When Less May Be More: Exploring Similarity to Improve Experience Replay. 96-110 - Daniel Ricardo dos Santos Jangua
, Aparecido Nilceu Marana
:
Human Identification Based on Gait and Soft Biometrics. 111-122 - David Macêdo
, Pedro Dreyer, Teresa Bernarda Ludermir, Cleber Zanchettin
:
Training Aware Sigmoidal Optimization. 123-138 - Davi Magalhães Pereira
, Marcelo Bernardes Vieira
, Saulo Moraes Villela
:
Combining Neural Networks and a Color Classifier for Fire Detection. 139-153 - Davi Francisco Caetano dos Santos
, Levy Boccato
:
A Study of Emergency Siren Recognition on Resource-Constrained Devices. 154-168 - Diego Marques de Azevedo, Guilherme Souza Rodrigues
, Marcelo Ladeira:
A Probabilistically-Oriented Analysis of the Performance of ASR Systems for Brazilian Radios and TVs. 169-180 - Felipe Rafael de Souza
, Thiago Silva Miranda
, Heder Soares Bernardino
:
A Reward Function Using Image Processing for a Deep Reinforcement Learning Approach Applied to the Sonic the Hedgehog Game. 181-195 - Francisco Lucas Falcao Pereira, Raif C. B. Bucar, Felipe T. Brito, João Paulo Pordeus Gomes, Javam C. Machado:
Predicting Failures in HDDs with Deep NN and Irregularly-Sampled Data. 196-209 - Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias:
Protein Molecular Function Annotation Based on Transformer Embeddings. 210-220 - Guilherme Ocker Ribeiro, Alexandre Soli Soares, Jônata Tyska Carvalho
, Mateus Grellert:
Event Detection in Therapy Sessions for Children with Autism. 221-235 - Igor Felipe de Camargo, Rodolfo Stoffel Antunes, Gabriel de Oliveira Ramos:
On Social Consensus Mechanisms for Federated Learning Aggregation. 236-250 - Igor Morgado
, Luis-Gil Moreno-Jiménez
, Juan-Manuel Torres-Moreno
, Roseli Suzi Wedemann
:
MegaLitePT: A Corpus of Literature in Portuguese for NLP. 251-265 - João Renato Ribeiro Manesco
, Aparecido Nilceu Marana
:
A Survey of Recent Advances on Two-Step 3D Human Pose Estimation. 266-281 - Leandro M. de Lima
, Renato A. Krohling
:
Exploring Advances in Transformers and CNN for Skin Lesion Diagnosis on Small Datasets. 282-296 - Lia Sucupira Furtado, Leonardo Ferreira da Costa, Paulo Henrique Gonçalves Rocha, Paulo Antonio Leal Rego:
A Comparative Study of Federated Versus Centralized Learning for Time Series Prediction in IoT. 297-311 - Leonardo de Leon Dias
, Emerson Alexandre de Oliveira Lima
, João Fausto Lorenzato de Oliveira
:
A Hybrid System with Nonlinear Combination for Wind Speed Forecasting. 312-327 - Levi S. Ramos Júnior
, David Macêdo
, Adriano L. I. Oliveira
, Cleber Zanchettin
:
Detecting Malicious HTTP Requests Without Log Parser Using RequestBERT-BiLSTM. 328-342 - Lucas M. Ceschini, Lucas Micol Policarpo, Rodrigo da Rosa Righi, Gabriel de Oliveira Ramos:
Aiding Glaucoma Diagnosis from the Automated Classification and Segmentation of Fundus Images. 343-356 - Lucas V. S. De Mamann
, Daniel Fernando Pigatto
, Myriam Regattieri Delgado
:
Offline and Online Neural Network Learning in the Context of Smart Homes and Fog Computing. 357-372 - Luciano D. S. Pacífico
, Larissa F. S. Britto
, Teresa Bernarda Ludermir
:
Improved Alternative Average Support Value for Automatic Ingredient Substitute Recommendation in Cooking Recipes. 373-387 - Marlon S. Mathias
, Wesley P. de Almeida
, Jefferson F. Coelho
, Lucas P. de Freitas
, Felipe M. Moreno
, Caio F. D. Netto
, Fábio Gagliardi Cozman
, Anna Helena Reali Costa
, Eduardo Aoun Tannuri
, Edson S. Gomi
, Marcelo Dottori
:
Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points. 388-401 - Matheus Westhelle, Luciana Bencke
, Viviane P. Moreira
:
Impact of Morphological Segmentation on Pre-trained Language Models. 402-416 - Moésio Wenceslau da Silva Filho
, Gabriel A. Barbosa, Péricles B. C. de Miranda:
Learning Global Optimization by Deep Reinforcement Learning. 417-433 - Natalia Gil Canto
, José Augusto Stuchi
, Levy Boccato
:
A Frequency Learning Approach Based on the Hartley Transform for Texture Classification. 434-448 - Nathan Gavenski
, Juarez Monteiro, Adilson Medronha, Rodrigo C. Barros
:
How Resilient Are Imitation Learning Methods to Sub-optimal Experts? 449-463 - Paulo Pirozelli
, Anarosa A. F. Brandão
, Sarajane M. Peres
, Fábio Gagliardi Cozman
:
To Answer or Not to Answer? Filtering Questions for QA Systems. 464-478 - Pedro H. Paiola
, Gustavo H. de Rosa
, João P. Papa
:
Deep Learning-Based Abstractive Summarization for Brazilian Portuguese Texts. 479-493 - Pedro R. Pires
, Tiago A. Almeida
:
Interact2Vec: Neural Item and User Embedding for Collaborative Filtering. 494-509 - Pedro Silva
, Eduardo Luz
, Larissa Silva, Caio Gonçalves, Dênis Oliveira, Rodrigo C. P. Silva
, Gladston Moreira
:
Deep Learning-Based COVID-19 Screening Using Photographs of Chest X-Rays Displayed in Computer Monitors. 510-522 - Renato S. Maximiano, Valdivino Alexandre de Santiago Júnior
, Elcio Hideiti Shiguemori
:
Artificial Neural Networks to Analyze Energy Consumption and Temperature of UAV On-Board Computers Executing Algorithms for Object Detection. 523-538 - Renato Moraes Silva
, Johannes V. Lochter, Tiago A. Almeida, Akebo Yamakami:
FastContext: Handling Out-of-Vocabulary Words Using the Word Structure and Context. 539-557 - Silas Santiago Lopes Pereira
, José Everardo Bessa Maia
:
A Wrapper Approach for Video Anomaly Detection Applying Light Gradient Boosting Machine in a Multiple Instance Learning Setting. 558-573 - Starch Melo de Souza
, Kelly Pereira de Lima
, Anthony José da Cunha Carneiro Lins
, Adriano Fabio Querino de Brito
, Paulo J. L. Adeodato
:
PAN RAM Bootstrapping Regressor - A New RAM-Based Architecture for Regression Problems. 574-587 - Tamara A. Pereira, Erik Jhones F. do Nascimento, Diego Mesquita, Amauri H. Souza:
ConveXplainer for Graph Neural Networks. 588-600 - Thales Gonçalves
, Luis Gustavo Nonato
:
Extreme Learning Machine to Graph Convolutional Networks. 601-615 - Tiago Barbosa de Lima
, Péricles B. C. de Miranda, Rafael Ferreira Mello, Moésio Wenceslau
, Ig Ibert Bittencourt, Thiago Damasceno Cordeiro, Jário José:
Sequence Labeling Algorithms for Punctuation Restoration in Brazilian Portuguese Texts. 616-630 - Victor Alexandre Gomes Weil
, João Batista Florindo
:
Neural Architecture Search Applied to Hybrid Morphological Neural Networks. 631-645 - Wington L. Vital
, Guilherme Vieira
, Marcos Eduardo Valle
:
Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks. 646-660
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