ENIAC19 Program: Oral Presentations
15 de Outubro de 2019
Sessão 01 – Deep Learning Local: Sala 02
Session Chair: Ricardo Bastos C. Prudencio  
Horário Título Autores
08:00 A solution for the Elevators Group Dispatch by Multiagent Reinforcement Learning Jordão Memória e José Everardo Bessa Maia
08:20 Multi-Objective Optimization of Sequence of Layers in Deep Learning Architectures Mayara Castro, Giuseppe Fiorentino Neto, Péricles Miranda,
Filipe Cordeiro e Ricardo Prudêncio
08:40 A study on Anomaly Detection GAN-based methods on image data Emanuel Silva e Johannes Lochter
09:00 Exploring centroids initialization within Deep Convolutional Embedded Clustering Leonardo Nogueira e Adriane Serapião
09:20 Evaluation of recurrent neural network architectures to help motor disabled people through brain computer interface Fabricio Torquato Leite, Lucas Dutra,
André Carneiro e Johannes Lochter
09:40 End-To-End Imitation Learning of Lane Following Policies Using Sum-Product Networks Renato Geh e Denis Mauá
Sessão 02 – Machine Learning Applications I Local: Sala 02
Session Chair: Edimilson B. dos Santos  
Horário Título Autores
10:10 On the Analysis of Machine Learning Classifiers to Detect Traffic Congestion in Vehicular Networks Lucas Carvalho, Maycon da Silva,
Edimilson Santos e Daniel Guidoni
10:30 One Class Classification to Detect PIWI-interacting RNAs Rafaela Ferreira, Adriano Polpo e
Ricardo Cerri
10:50 Anode Temperature Classification for Refining the Chemical Composition of Liquid Metal in an Electric Arc Furnace Tiago Ferreira,
Karla Figueiredo e Marley M. B. R. Vellasco
11:10 Single and Multiple Failures Diagnostics of Pneumatic Valves using Machine Learning Humberto Sano, Joao Pedro Pinheiro Malere e
Lilian Berton
11:30 Comparison of Machine Learning Models for Total Dengue Cases Prediction Thiago Medeiros Carvalho, Gabriel Lins Tenório, Marley M. B. R. Vellasco,
Karla Figueiredo e Wouter Caarls
11:50 Recognizing Power-law Graphs by Machine Learning Algorithms using a Reduced Set of Structural Features Alane Lima, André Vignatti e Murilo da Silva
Sessão 03 – Machine Learning Applications II Local: Sala 02
Session Chair: Reinaldo Bianchi
Horário Título Autores
15:30 Housing Prices Prediction with a Deep Learning and Random Forest Ensemble Bruno de Aquino Afonso, Luckeciano Carvalho Melo, Willian de Oliveira,
Samuel Sousa e Lilian Berton
15:50 Data Characterization for Electrical Load Disaggregation using Supervised Learning Wesley Souza e Tiago Almeida
16:10 An acoustic scene classification approach involving domestic violence using machine learning Helton Souto, Rafael Ferreira Mello e
Ana Paula Furtado
16:30 Will I Remain Popular? A Study Case on Spotify Carlos Soares Araujo, Marco Cristo e
Rafael Giusti
16:50 Previsão de receitas de ICMS do estado do Espírito Santo através de Seleção de Características em Cascata e técnicas de Aprendizado de Máquina Marcelo Magalhães do Carmo, Karin Komati e
Francisco de Assis Boldt
17:10 Employing Gradient Boosting and Anomaly Detection forPrediction of Frauds in Energy Consumption Beatriz Albiero, Ricardo dos Santos e Sami Yamouni
16 de Outubro de 2019
Sessão 04 – Natural Language Processing Local: Sala 02
Session Chair: Fabio Gagliardi Cozman  
Horário Título Autores
10:10 Evaluating Regression Algorithms for Automatic Text Summarization in Brazilian Portuguese Lucas Camargo Sodré e Hilário Tomaz de Oliveira
10:30 Evaluating Ontology Development from the Extraction of Noun Phrases Alcione Oliveira, Alexandra Moreira e
Jugurta Lisboa Filho
10:50 Evaluating Vector Representations from User's Reviews in a Recommendation Task Vitor Tonon,Tiago Pinho da Silva,Vínicius Silva,
Gean Pereira e Solange Rezende
11:10 An empirical comparison of distance/similarity measures for Natural Language Processing Dimmy Magalhães, Aurora Pozo e
Roberto Santana
11:30 Winograd Schemas in Portuguese Gabriela Souza de Melo, Vinicius Imaizumi e
Fábio Cozman
Sessão 05 – Runners Up Best Paper Main Track Local: Sala 03
Evaluation Board: Solange Rezende, Tatiane Nogueira e Ricardo Prudencio  
Horário Título Autores
10:10 Algoritmo Exato de Avaliação de uma Política Estacionária para CVaR MDP Denis Pais, Valdinei Freire e
Karina Valdivia-Delgado
10:30 Face Slicing on Facial Recognition: An Action Units Based Investigation of the Possible Improvements by Selecting the Face Regions in a Point Cloud 3D Data Patricia Jamile Martins, José Soares e
George The
10:50 Hybrid Greedy Genetic Algorithm for the Euclidean Steiner Tree Problem Andrey Oliveira, Danilo Sanches e
Bruna Osti
11:10 Combating Fake News on Social Media by Implicit Crowd Signals Paulo Freire e Ronaldo Goldschmidt
11:30 Assessing Regression-Based Sentiment Analysis Techniques in Financial Texts Taynan Maier Ferreira, Francisco Caio Lima Paiva, Roberto Fray da Silva,
Angel De Paula, Anna Costa e Carlos Cugnasca
Sessão 06 – Fundamentals of Artificial Intelligence / Decision Support Systems / MAS I Local: Sala 02
Session Chair: Jaime Sichman  
Horário Título Autores
13:30 Multiagent Simulation for Water Pollution Control Bruna Leitzke, Letiane Pereira e
Diana Adamatti
13:50 Comparative Analysis of Evaluation Functions for Minimax with Alpha-Beta Pruning Applied to the Jaguar Game Felipe Nascimento e Elloá B. Guedes
14:10 Sport Analytics A Systematic Review Jair Bogo, Janine Freitas de Oliveira, Elivelton Lima,
Rafael Ferreira Mello e Ana Paula Furtado
14:30 Recipe Recommendation and Generation Based on Ingredient Substitution Emilia Oliveira, Larissa Britto, Luciano Pacífico e
Teresa Ludermir
17 de Outubro de 2019
Sessão 07 – Text and Web Mining Local: Sala 02
Session Chair: Solange Rezende  
Horário Título Autores
08:00 Human Values Classification in Social Network Using Machine Learning Sergio Ewerton Barbosa Correia, Yuri Malheiros,
Anderson Mesquita do Nascimento e Valdiney Veloso Gouveia
08:20 Disability-Related News: An Analysis of User-Generated Content on Social Media Posts Lucas Rodrigues, Ademir Junior e
Fabio Lobato
08:40 Detecting Suicidal Ideation on Tweets Vinícius Cardoso , Roberta Sinoara, Solange Rezende,
Dario Calçada e Fhillipi Silva
09:00 Improving distributed vector representation of short and noisy texts in the context of online classification Renato Silva, Johannes Lochter e
Tiago Almeida
09:20 Automatic Identification of Postings Related to the Use Through Deep Learning Models Hismael Costa de Oliveira, Alexandre Arruda e
Marilia Mendes
Sessão 08 – Runners Up Best Paper Undergrad Track Local: Sala 02
Evaluation Board: Anne Magaly de Paula Canuto, Leliane Nunes de Barros e Ricardo Bastos C. Prudencio
Horário Título Autores
10:30 Neural network used in Energy Function of Content-aware Image Resizing method to preserve skin color region. Savio Rabelo, Tamara Pereira,
Nivando Bezerra e Saulo Oliveira
10:50 Adoption of Feature Selection as Anti-phishing Mechanism: Applicability and Impacts Mateus Barros,
Carlo Silva e Péricles Miranda
11:10 A Lyric-Based Approach for Brazilian Music Knowledge Discovery: Brazilian Country Music as a Case Study Jorge Silva Junior, Rafael Rossi e
Fabio Lobato
11:30 Faithfully Explaining Predictions of Knowledge Embeddings Gustavo Polleti e Fábio Cozman
11:50 A Multi-document Summarization System for News Articles in Portuguese using Integer Linear Programming Laerth Bruno Brito Gomes e Hilário Tomaz de Oliveira
Sessão 09 – Machine Learning Theory Local: Sala 02
Session Chair: Tiago A. Almeida  
Horário Título Autores
13:30 Sequencing Sampling Algorithms to Boost Performance of Classifiers on Imbalanced Data Sets Gian Barbosa, Péricles Miranda,
Ricardo Silva e Rafael Ferreira Mello
13:50 Combining active learning and graph-based semi-supervised learning Jhonatan de Paula Candao e Lilian Berton
14:10 Active Learning in Data Stream with Intermediate Latency Pedro Parreira e Ronaldo Prati
14:30 Solução de Regressão Regularizada com Vetores Suporte através de Programação Linear Lucas Teixeira e Raul Fonseca Neto
Sessão 10 – Computer Vision Local: Sala 02
Session Chair: Teresa Ludemir  
Horário Título Autores
16:30 Classification of Weeds in Agricultural Crops with Ensembles of Convolutional Neural Networks Vitor Carvalho, Elloá B. Guedes e
Marcos Salame
16:50 Classifying Glycemic Index from Food Images with Convolutional Neural Networks Jailson Pereira Januário, Elloá B. Guedes e
Fabio Santos da Silva
17:10 An Automatic Leaf Classification System Based on Shape Features Larissa Britto, Luciano Pacífico e
Teresa Ludermir
17:40 Supervised Methods Applied to the Construction of a Vision System for the Classification of Cocoa Beans in the Cut-Test Felipe Antunes, Anne Canuto, Benjamin Bedregalm,
Eduardo Palmeira e Iaslan Silva
18:00 Improving Monte Carlo Localization Performance Using Strategic Navigation Policies Henrique José Ferreira Júnior e Daniel Figueiredo
18 de Outubro de 2019
Sessão 11 – Natural Language Processing Applications Local: Sala 02
Session Chair: Karla Figueiredo  
Horário Título Autores
08:50 Sentiment Analysis for Mobile App Reviews in Brazilian Portuguese Larissa Britto e Luciano Pacífico
09:10 Avaliação de técnicas de word embedding na tarefa de detecção de discurso de ódio Claver Pari, Gustavo Nunes e
José Gomes
09:30 Classificação de falhas de equipamentos de unidade de intervenção em construção de poços marítimos por meio de mineração textual Marcus Vinicius Giollo Cesar, Marley M. B. R. Vellasco e
Karla Figueiredo
09:50 A Text Analysis Approach for Cooking Recipe Classification Based on Brazilian Portuguese Documents Larissa Britto, Luciano Pacífico e
Teresa Ludermir
10:10 Sentence Classification and Information Retrieval for Petroleum Engineering Thiago Ferraz, Gabriel Ferreira
Fábio Cozman e Ismael Santos
Sessão 12 – Evolutionary Computation Local: Sala 04
Session Chair: Aurora Pozo  
Horário Título Autores
08:50 MOEA/D com Busca Local para o Flow Shop Multiobjetivo Geovani Antunes , Carolina Paula de Almeida , Ricardo Lüders,
Sandra Venske e Myriam Delgado
09:10 Genetic algorithms and multiprocessor task scheduling: A systematic literature review Eduardo Cassiano da Silva e Paulo Gabriel
09:30 Partition-based crossover operator applied to vehicle routing problem Elcio Sanches, Gabriel Abreu, Vinicius Noda, Josimar da Silva Rocha,
Ozeas Quevedo de Carvalho , Renato Tinos e Danilo Sanches
09:50 Algoritmo Genético Aplicado à Solução do Problema p-hub Centro Não Capacitado de Múltiplas Alocações Jardell Fillipe da Silva , Flavio Vinícius Martins,
Maria Amélia Silva e Sérgio Ricardo de Souza
10:10 Siting and sizing of distributed generators via NSGA-II and max-min composition Andrei Ribeiro, Fábio Rocha Barbosa e
Francisco Esteves Lemos
Sessão 13 – Evolutionary Computation, Fuzzy Systems and Metaheuristics Local: Sala 03
Session Chair: Ricardo Rios  
Horário Título Autores
16:30 Selecting Decision Variables for Artificial Bee Colony using a Self-adaptive Variable Matrix Marco Mollinetti, Bernardo Gatto, Mario Ribeiro Serra Neto e
Takahito Kuno
16:50 Continuous Monitoring in Wireless Sensor Networks: A Fuzzy-Probabilistic Approach Flávio Nunes e José Everardo Bessa Maia
17:10 Neo-Fuzzy-Neuron Network with Genetic Programming Learning for Non Linear Regression Problems Glender Brás e Alisson Silva
17:30 Self-Organizing Fuzzy Rule-Based Approach for Dealing with the Classification of Indoor Environments for IoT Applications Ualison Dias  Eduardo Aguiar, Michel Hell,
Alvaro Medeiros e Daniel Silveira
Sessão 14 – Computer Vision and Intelligent Robotics Local: Sala 02
Session Chair: Anna Helena Reali Costa  
Horário Título Autores
16:30 A case of study about overfitting in multiclass classifiers using Convolutional Neural Networks Yanexis Pupo Toledo, Thais de Almeida,
Flavia Bernardini e Eduardo Andrade
16:50 Relevant Traffic Light Localization via Deep Regression Rafael Horimoto de Freitas, Thiago Meireles Paixão, Rodrigo Berriel,
Alberto De Souza, Claudine Badue e Thiago Oliveira dos Santos
17:10 Transfer learning of ImageNet Object Classification Challenge features to image aesthetic binary classification Bruno Tinen e Jun Okamoto
17:30 Analysis of Planning Performance Module Theories for a New Domain Using Resources and Time Danielle Ivanchechen e Marcos Castilho