Marilton Sanchotene de Aguiar

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 18

Top Topics

Classification Algorithm

Convolutional Neural Network

Diabetic Retinopathy

Top Venues

MICAI (Special Session)

Publications

Laura Quevedo Jurgina, Lui Gill Aquini, Marilton Sanchotene de Aguiar, Leomar Soares da Rosa, João Pedro Lopes, Tiago Duarte Mackedanz, Angela Ines Klein, Tiago Thompsen Primo, Rafael Iankowski Soares
Neuroplasticity-Based Literacy Rescue: A Multisensory and Tangible Learning Methodology for Children at Risk. EDUCON (2024)
Bruno Cascaes Alves, Marla Pereira Melo, Artur Melchiori Cerri, Larissa Astrogildo de Freitas, Diana Francisca Adamatti, Marilton Sanchotene de Aguiar
A Machine Learning Pipeline for Emotion Recognition based on Brain Topographic Maps Derived from Electroencephalogram Signals. FLAIRS (2024)
Miriam Pizzatto Colpo, Tiago Thompsen Primo, Marilton Sanchotene de Aguiar, Cristian Cechinel
Educational Data Mining for Dropout Prediction: Trends, Opportunities, and Challenges. Revista Brasileira de Informática na Educ. 32 (2024)
Miriam Pizzatto Colpo, Tiago Thompsen Primo, Marilton Sanchotene de Aguiar
Lessons learned from the student dropout patterns on COVID-19 pandemic: An analysis supported by machine learning. Br. J. Educ. Technol. 55 (2) (2024)
Gustavo Lameirão de Lima, Marilton Sanchotene de Aguiar
Exploring Heterogeneous Open Multi-Agent Systems on Cloud Using a Docker-Based Architecture. SSCI (2023)
Laura Quevedo Jurgina, Lui Gill Aquini, Rafael Soares Iankowski, Leomar Soares da Rosa, Marilton Sanchotene de Aguiar, Tiago Thompsen Primo
Alfaba: A Tangible Solution to Support Brazilian Dyslexic Students in their Literacy Process. EDUCON (2023)
Miriam Pizzatto Colpo, Bruno Cascaes Alves, Kevin Soares Pereira, Anna Flávia Zimmermann Brandão, Marilton Sanchotene de Aguiar, Tiago Thompsen Primo
Predicting COVID-19 hospitalizations with attribute selection based on genetic and classification algorithms. Braz. J. Inf. Syst. 15 (1) (2022)
Carlos Santos, Marilton Sanchotene de Aguiar, Daniel Welfer, Bruno Belloni
Deep Neural Network Model based on One-Stage Detector for Identifying Fundus Lesions. IJCNN (2021)
Carlos Santos, Marilton Sanchotene de Aguiar, Daniel Welfer, Bruno Belloni
Detection of Fundus Lesions through a Convolutional Neural Network in Patients with Diabetic Retinopathy. EMBC (2021)
Miriam Pizzatto Colpo, Bruno Cascaes Alves, Kevin Soares Pereira, Anna Flávia Zimmermann Brandão, Marilton Sanchotene de Aguiar, Tiago Thompsen Primo
Attribute selection based on genetic and classification algorithms in the prediction of hospitalization need of COVID-19 patients. SBSI (2021)
Fábio Aiub Sperotto, Marilton Sanchotene de Aguiar
AgentDevLaw: A Middleware Architecture for Integrating Legal Ontologies and Multi-agent Systems. BRACIS (2) (2020)
Ramásio Ferreira de Melo, Gustavo Lameirão de Lima, Guilherme Ribeiro Corrêa, Bruno Zatt, Marilton Sanchotene de Aguiar, Gilmar Ribeiro Nachtigall, Ricardo Matsumura de Araújo
Diagnosis of Apple Fruit Diseases in the Wild with Mask R-CNN. BRACIS (2020)
Henrique Pereira Borges, Marilton Sanchotene de Aguiar
Mineral Classification Using Machine Learning and Images of Microscopic Rock Thin Section. MICAI (2019)
Renata Zottis Junges, Mauricio Braga de Paula, Marilton Sanchotene de Aguiar
Brazilian Traffic Signs Detection and Recognition in Videos Using CLAHE, HOG Feature Extraction and SVM Cascade Classifier with Temporal Coherence. MICAI (2019)
Fábio Aiub Sperotto, Mairon Belchior, Marilton Sanchotene de Aguiar
Ontology-Based Legal System in Multi-agents Systems. MICAI (2019)
Maria Isabel Giusti Moreira, Marilton Sanchotene de Aguiar, Antônio Carlos da Rocha Costa, Verlani Timm Hinz
A Legislation-Oriented VLE-MAS System Applied to MOODLE. Res. Comput. Sci. 147 (4) (2018)
William Dalmorra de Souza, Thainan Bystronski Remboski, Marilton Sanchotene de Aguiar, Paulo Roberto Ferreira Jr.
A Model for Pest Infestation Prediction in Crops Based on Local Meteorological Monitoring Stations. MICAI (Special Session) (2017)
Maria Isabel Giusti Moreira, Antônio Carlos da Rocha Costa, Marilton Sanchotene de Aguiar
A legislation-oriented VLE-MAS system applied to MOODLE. ITHET (2017)
Murian dos Reis Ribeiro, Marilton Sanchotene de Aguiar
Cultural Algorithms: A Study of Concepts and Approaches. WEIT (2011)
Luís Felipe K. de Macedo, Graçaliz Pereira Dimuro, Marilton Sanchotene de Aguiar
Hybrid Intelligent Systems: A Study on Genetic Algorithms and Fuzzy Approaches. WEIT (2011)
Jorge Luis B. Ribes, Graçaliz Pereira Dimuro, Marilton Sanchotene de Aguiar
On Vector and Matrices of Fuzzy Numbers. WEIT (2011)
Márcio Castro, Luiz Gustavo Fernandes, Christiane Pousa Ribeiro, Jean-François Méhaut, Marilton Sanchotene de Aguiar
NUMA-ICTM: A parallel version of ICTM exploiting memory placement strategies for NUMA machines. IPDPS (2009)
Marilton Sanchotene de Aguiar, Graçaliz Pereira Dimuro, Antônio Carlos da Rocha Costa
ICTM: An Interval Tessellation-Based Model for Reliable Topographic Segmentation. Numer. Algorithms 37 (1-4) (2004)