Marilton Sanchotene de Aguiar

29 papers A 1B 1C 2Misc 1Journal 8Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Construção de uma Interface Tangível com Feedback Multimodal para Apoio à Alfabetização de Crianças com Dislexia.
Revista Brasileira de Informática na Educ.
Laura Quevedo Jurgina, Leomar Soares da Rosa Júnior, Marilton Sanchotene de Aguiar, Tiago Thompsen Primo
2026 — conf
Interpretable and Fair Machine Learning for Predicting Demand in Emergency and Urgent Care Services.
BIOSTEC (4)
Cássio Soares Carvalho, Júlio Carlos Balzano de Mattos, Marilton Sanchotene de Aguiar, Felipe Mendes Delpino, Lílian Munhoz Figueiredo, Bruno Pereira Nunes
2026 J jnl
Model Interpretability in the Educational Data Mining Context: A Systematic Literature Mapping.
Revista Brasileira de Informática na Educ.
Cássio Soares Carvalho, Júlio Carlos Balzano de Mattos, Marilton Sanchotene de Aguiar
2025 — conf
Improving Medical Image Segmentation with Semantic Mask-Guided Diffusion Models.
BRACIS (2)
Marcelo Ribeiro, Marilton Sanchotene de Aguiar
2025 J jnl
Pensamento Computacional e Mecânicas de Jogos Sérios: Um Estudo de Caso sobre a Linha da Decomposição.
Revista Brasileira de Informática na Educ.
André Luis Macedo Caruso, Simone André da Costa Cavalheiro, Marilton Sanchotene de Aguiar
2024 Misc conf
A Machine Learning Pipeline for Emotion Recognition based on Brain Topographic Maps Derived from Electroencephalogram Signals.
FLAIRS
Bruno Cascaes Alves, Marla Pereira Melo, Artur Melchiori Cerri, Larissa Astrogildo de Freitas, Diana Francisca Adamatti, Marilton Sanchotene de Aguiar
2024 J jnl
Educational Data Mining for Dropout Prediction: Trends, Opportunities, and Challenges.
Revista Brasileira de Informática na Educ.
Miriam Pizzatto Colpo, Tiago Thompsen Primo, Marilton Sanchotene de Aguiar, Cristian Cechinel
2024 J jnl
Lessons learned from the student dropout patterns on COVID-19 pandemic: An analysis supported by machine learning.
Br. J. Educ. Technol.
Miriam Pizzatto Colpo, Tiago Thompsen Primo, Marilton Sanchotene de Aguiar
2024 C conf
Neuroplasticity-Based Literacy Rescue: A Multisensory and Tangible Learning Methodology for Children at Risk.
EDUCON
Laura Quevedo Jurgina, Lui Gill Aquini, Marilton Sanchotene de Aguiar, Leomar Soares da Rosa Júnior, João Pedro Lopes, Tiago Duarte Mackedanz, Angela Ines Klein, Tiago Thompsen Primo, Rafael Iankowski Soares
2023 C conf
Alfaba: A Tangible Solution to Support Brazilian Dyslexic Students in their Literacy Process.
EDUCON
Laura Quevedo Jurgina, Lui Gill Aquini, Rafael Iankowski Soares, Leomar Soares da Rosa Júnior, Marilton Sanchotene de Aguiar, Tiago Thompsen Primo
2023 — conf
Exploring Heterogeneous Open Multi-Agent Systems on Cloud Using a Docker-Based Architecture.
SSCI
Gustavo Lameirão de Lima, Marilton Sanchotene de Aguiar
2023 — conf
How to improve the quality of GAN-based map generators.
SBGames
Daniele Fernandes E. Silva, Rafael Piccin Torchelsen, Marilton Sanchotene de Aguiar
2022 J jnl
Predicting COVID-19 hospitalizations with attribute selection based on genetic and classification algorithms.
Braz. J. Inf. Syst.
Miriam Pizzatto Colpo, Bruno Cascaes Alves, Kevin Soares Pereira, Anna Flávia Zimmermann Brandão, Marilton Sanchotene de Aguiar, Tiago Thompsen Primo
2021 — conf
Attribute selection based on genetic and classification algorithms in the prediction of hospitalization need of COVID-19 patients.
SBSI
Miriam Pizzatto Colpo, Bruno Cascaes Alves, Kevin Soares Pereira, Anna Flávia Zimmermann Brandão, Marilton Sanchotene de Aguiar, Tiago Thompsen Primo
2021 B conf
Deep Neural Network Model based on One-Stage Detector for Identifying Fundus Lesions.
IJCNN
Carlos Santos, Marilton Sanchotene de Aguiar, Daniel Welfer, Bruno Belloni
2021 — conf
Detection of Fundus Lesions through a Convolutional Neural Network in Patients with Diabetic Retinopathy.
EMBC
Carlos Santos, Marilton Sanchotene de Aguiar, Daniel Welfer, Bruno Belloni
2020 — conf
AgentDevLaw: A Middleware Architecture for Integrating Legal Ontologies and Multi-agent Systems.
BRACIS (2)
Fábio Aiub Sperotto, Marilton Sanchotene de Aguiar
2020 — conf
Diagnosis of Apple Fruit Diseases in the Wild with Mask R-CNN.
BRACIS
Ramásio Ferreira de Melo, Gustavo Lameirão de Lima, Guilherme Ribeiro Corrêa, Bruno Zatt, Marilton Sanchotene de Aguiar, Gilmar Ribeiro Nachtigall, Ricardo Matsumura de Araújo
2019 — conf
Brazilian Traffic Signs Detection and Recognition in Videos Using CLAHE, HOG Feature Extraction and SVM Cascade Classifier with Temporal Coherence.
MICAI
Renata Zottis Junges, Mauricio Braga de Paula, Marilton Sanchotene de Aguiar
2019 — conf
Mineral Classification Using Machine Learning and Images of Microscopic Rock Thin Section.
MICAI
Henrique Pereira Borges, Marilton Sanchotene de Aguiar
2019 — conf
Ontology-Based Legal System in Multi-agents Systems.
MICAI
Fábio Aiub Sperotto, Mairon Belchior, Marilton Sanchotene de Aguiar
2018 J jnl
A Legislation-Oriented VLE-MAS System Applied to MOODLE.
Res. Comput. Sci.
Maria Isabel Giusti Moreira, Marilton Sanchotene de Aguiar, Antônio Carlos da Rocha Costa, Verlani Timm Hinz
2017 — conf
A Model for Pest Infestation Prediction in Crops Based on Local Meteorological Monitoring Stations.
MICAI (Special Session)
William Dalmorra de Souza, Thainan Bystronski Remboski, Marilton Sanchotene de Aguiar, Paulo Roberto Ferreira Jr.
2017 — conf
A legislation-oriented VLE-MAS system applied to MOODLE.
ITHET
Maria Isabel Giusti Moreira, Antônio Carlos da Rocha Costa, Marilton Sanchotene de Aguiar
2011 — conf
Cultural Algorithms: A Study of Concepts and Approaches.
WEIT
Murian dos Reis Ribeiro, Marilton Sanchotene de Aguiar
2011 — conf
Hybrid Intelligent Systems: A Study on Genetic Algorithms and Fuzzy Approaches.
WEIT
Luís Felipe K. de Macedo, Graçaliz Pereira Dimuro, Marilton Sanchotene de Aguiar
2011 — conf
On Vector and Matrices of Fuzzy Numbers.
WEIT
Jorge Luis B. Ribes, Graçaliz Pereira Dimuro, Marilton Sanchotene de Aguiar
2009 A conf
NUMA-ICTM: A parallel version of ICTM exploiting memory placement strategies for NUMA machines.
IPDPS
Márcio Castro, Luiz Gustavo Fernandes, Christiane Pousa Ribeiro, Jean-François Méhaut, Marilton Sanchotene de Aguiar
2004 J jnl
ICTM: An Interval Tessellation-Based Model for Reliable Topographic Segmentation.
Numer. Algorithms
Marilton Sanchotene de Aguiar, Graçaliz Pereira Dimuro, Antônio Carlos da Rocha Costa