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Author search results
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- Marilton S. de Aguiar
aka: Marilton Sanchotene de Aguiar
Federal University of Pelotas (UFPel), PPGC, Brazil
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Publication search results
found 57 matches
- 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): 560-585 (2024) - 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: 1-10 - Cibele da Rosa Christ Sinoti, Daner da Silva Martins, Marilton Sanchotene de Aguiart, Tiago Thompsen Primo:
Development of an Assistive Periodic Table as a Learning Resource for Students with Visual Impairments. EDUCON 2024: 1-4 - Marcelo Dias, Carlos Santos, Marilton S. de Aguiar, Daniel Welfer, Alejandro Pereira, Fernando Ollé:
DRAT: A semi-supervised tool for automatic annotation of lesions caused by diabetic retinopathy. SBSI 2024: 57:1-57:9 - 2023
- Carlos Silva, Marilton S. de Aguiar, Daniel Welfer, Marcelo Dias, Alejandro Pereira, Marcelo Ribeiro, Bruno Belloni:
A New Approach for Fundus Lesions Instance Segmentation Based on Mask R-CNN X101-FPN Pre-Trained Architecture. IEEE Access 11: 43603-43618 (2023) - Lucas C. Freitas, Valter A. M. Martins, Marilton S. de Aguiar, Lisane B. de Brisolara, Paulo R. Ferreira Jr.:
Deep Learning Embedded into Smart Traps for Fruit Insect Pests Detection. ACM Trans. Intell. Syst. Technol. 14(1): 10:1-10:24 (2023) - Laura Quevedo Jurgina, Lui Gill Aquini, Rafael Iankowski Soares, Leomar Soares da Rosa Jr., Marilton Sanchotene de Aguiar, Tiago Thompsen Primo:
Alfaba: A Tangible Solution to Support Brazilian Dyslexic Students in their Literacy Process. EDUCON 2023: 1-9 - Míriam B. Born, Fernanda P. Mota, Marilton S. de Aguiar, Diana Francisca Adamatti:
Analyzing Role Playing Game and its Roles and Concepts Based on Collective Subject Discourse. FIE 2023: 1-6 - Míriam B. Born, Fernanda P. Mota, Marilton S. de Aguiar, Diana Francisca Adamatti:
The Importance of Using Games to Understand the Pollution Problem and the Water Management Complexity: an Analysis Based on Collective Subject Discourse. FIE 2023: 1-9 - Fernanda P. Mota, Míriam B. Born, Marilton S. de Aguiar, Diana Francisca Adamatti:
The Impact of a Water Resources Management RPG (Role-Playing Game) on the Players' Lives: An Analysis Based on Collective Subject Discourse. FIE 2023: 1-9 - Míriam Born, Marilton S. de Aguiar, Diana Francisca Adamatti:
Modeling organizational level of agents with moise+ to a natural resources management RPG. FLAIRS 2023 - Alejandro Pereira, Carlos Silva, Marilton S. de Aguiar, Daniel Welfer, Marcelo Dias, Marcelo Ribeiro, Reza Ahmadi:
Detection of retinal microlesions through YOLOR-CSP architecture and image slicing with the SAHI algorithm. IJCNN 2023: 1-8 - Daniele Fernandes E. Silva, Rafael Piccin Torchelsen, Marilton Sanchotene de Aguiar:
How to improve the quality of GAN-based map generators. SBGames 2023: 106-113 - Gustavo Lameirão de Lima, Marilton Sanchotene de Aguiar:
Exploring Heterogeneous Open Multi-Agent Systems on Cloud Using a Docker-Based Architecture. SSCI 2023: 842-849 - 2022
- 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 S. de Aguiar, Daniel Welfer, Bruno Belloni:
A New Approach for Detecting Fundus Lesions Using Image Processing and Deep Neural Network Architecture Based on YOLO Model. Sensors 22(17): 6441 (2022) - Carlos Santos, Marilton S. de Aguiar, Daniel Welfer, Marcelo Silva, Alejandro Pereira, Marcelo Ribeiro, Bruno Belloni:
A Method Based on Deep Neural Network for Instance Segmentation of Retinal Lesions Caused by Diabetic Retinopathy. CSCI 2022: 165-171 - 2021
- Carlos Santos, Marilton S. de Aguiar, Daniel Welfer, Bruno Belloni:
A New Method Based on Deep Learning to Detect Lesions in Retinal Images using YOLOv5. BIBM 2021: 3513-3520 - Shubham Rai, Walter Lau Neto, Yukio Miyasaka, Xinpei Zhang, Mingfei Yu, Qingyang Yi, Masahiro Fujita, Guilherme B. Manske, Matheus F. Pontes, Leomar S. da Rosa, Marilton S. de Aguiar, Paulo F. Butzen, Po-Chun Chien, Yu-Shan Huang, Hoa-Ren Wang, Jie-Hong R. Jiang, Jiaqi Gu, Zheng Zhao, Zixuan Jiang, David Z. Pan, Brunno A. Abreu, Isac de Souza Campos, Augusto Andre Souza Berndt, Cristina Meinhardt, Jônata Tyska Carvalho, Mateus Grellert, Sergio Bampi, Aditya Lohana, Akash Kumar, Wei Zeng, Azadeh Davoodi, Rasit Onur Topaloglu, Yuan Zhou, Jordan Dotzel, Yichi Zhang, Hanyu Wang, Zhiru Zhang, Valerio Tenace, Pierre-Emmanuel Gaillardon, Alan Mishchenko, Satrajit Chatterjee:
Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization. DATE 2021: 1026-1031 - 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: 2692-2695 - 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: 1-8 - 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: 2:1-2:8 - 2020
- Giovani Farias, Bruna Leitzke, Míriam Born, Marilton S. de Aguiar, Diana Francisca Adamatti:
Water Resources Analysis: An Approach based on Agent-Based Modeling. RITA 27(2): 81-95 (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: 256-270 - Fábio Aiub Sperotto, Marilton Sanchotene de Aguiar:
AgentDevLaw: A Middleware Architecture for Integrating Legal Ontologies and Multi-agent Systems. BRACIS (2) 2020: 33-46 - Fernanda P. Mota, Míriam B. Born, Marilton S. de Aguiar, Diana Francisca Adamatti:
Mapping needs, motivations, habits and strategies of RPG players in the context of water resources management. FIE 2020: 1-8 - Ítalo D. Machado, Marilton S. de Aguiar, Marcelo Schiavon Porto, Guilherme Corrêa, Daniel Palomino, Bruno Zatt:
RDE-MOGA: Automatic Selection of Rate-Distortion-Energy Control Points for Video Encoders Using Muti-Objetive Genetic Algorithm. ICASSP 2020: 2208-2212 - Shubham Rai, Walter Lau Neto, Yukio Miyasaka, Xinpei Zhang, Mingfei Yu, Qingyang Yi, Masahiro Fujita, Guilherme B. Manske, Matheus F. Pontes, Leomar S. da Rosa Jr., Marilton S. de Aguiar, Paulo F. Butzen, Po-Chun Chien, Yu-Shan Huang, Hoa-Ren Wang, Jie-Hong R. Jiang, Jiaqi Gu, Zheng Zhao, Zixuan Jiang, David Z. Pan, Brunno A. Abreu, Isac de Souza Campos, Augusto Andre Souza Berndt, Cristina Meinhardt, Jônata Tyska Carvalho, Mateus Grellert, Sergio Bampi, Aditya Lohana, Akash Kumar, Wei Zeng, Azadeh Davoodi, Rasit Onur Topaloglu, Yuan Zhou, Jordan Dotzel, Yichi Zhang, Hanyu Wang, Zhiru Zhang, Valerio Tenace, Pierre-Emmanuel Gaillardon, Alan Mishchenko, Satrajit Chatterjee:
Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization. CoRR abs/2012.02530 (2020) - 2019
- Giovani Farias, Bruna Leitzke, Míriam Born, Marilton S. de Aguiar, Diana Francisca Adamatti:
Systematic Review of Natural Resource Management using Multiagent Systems and Role-Playing Games. Res. Comput. Sci. 148(11): 91-102 (2019) - Henrique Pereira Borges, Marilton Sanchotene de Aguiar:
Mineral Classification Using Machine Learning and Images of Microscopic Rock Thin Section. MICAI 2019: 63-76
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