Marilton S. de Aguiar

39 papers A 2B 2C 4Misc 3Journal 13Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Brazilian Perspective on Computing for the Planet's Sustainability. Commun. ACM Raimundo José de Araújo Macêdo, Marcelo Pias, Esteban Clua, Marilton S. de Aguiar, Pedro Ribeiro de Andrade, Alirio Santos de Sá, Eulanda M. dos Santos, José Laurindo Campos dos Santos, Lúbia Vinhas
2025	J	`jnl`	Machine learning techniques to classify emotions from electroencephalogram topographic maps: A systematic review. Comput. Biol. Medicine Marla Pereira Melo, Diana Francisca Adamatti, Marilton S. de Aguiar
2025	J	`jnl`	Procedural game level generation with GANs: potential, weaknesses, and unresolved challenges in the literature. Multim. Tools Appl. Daniele Fernandes E. Silva, Rafael P. Torchelsen, Marilton S. de Aguiar
2025	—	`conf`	Retinal Lesion Detection and Segmentation Using a Region of Interest-Based Approach with YOLO11. BRACIS (2) Marcelo Dias, Carlos Silva, Alejandro Pereira, Marilton S. de Aguiar, Daniel Welfer
2024	—	`conf`	An Improved Approach for Semantic Segmentation of Fundus Lesions using R2U-Net. EMBC Alejandro Pereira, Carlos Santos, Marilton S. de Aguiar, Daniel Welfer, Marcelo Dias, Rafaela de Menezes, Paulo Roberto Ferreira, Fábio D. Rossi, Marcos Cordeiro d'Ornellas, Carlos Jesus Pereira Haygert, Juliano F. Kazienko, Fábio Comim, Aurélio Hoppe, Juliano Weber, Leandro Tavares, Leonardo Guths, Rodrigo Guerra
2024	—	`conf`	DRAT: A semi-supervised tool for automatic annotation of lesions caused by diabetic retinopathy. SBSI Marcelo Dias, Carlos Santos, Marilton S. de Aguiar, Daniel Welfer, Alejandro Pereira, Fernando Ollé
2023	J	`jnl`	A New Approach for Fundus Lesions Instance Segmentation Based on Mask R-CNN X101-FPN Pre-Trained Architecture. IEEE Access Carlos Silva, Marilton S. de Aguiar, Daniel Welfer, Marcelo Dias, Alejandro Pereira, Marcelo Ribeiro, Bruno Belloni
2023	C	`conf`	Analyzing Role Playing Game and its Roles and Concepts Based on Collective Subject Discourse. FIE Míriam B. Born, Fernanda P. Mota, Marilton S. de Aguiar, Diana Francisca Adamatti
2023	J	`jnl`	Deep Learning Embedded into Smart Traps for Fruit Insect Pests Detection. ACM Trans. Intell. Syst. Technol. Lucas C. Freitas, Valter A. M. Martins, Marilton S. de Aguiar, Lisane B. de Brisolara, Paulo R. Ferreira Jr.
2023	B	`conf`	Detection of retinal microlesions through YOLOR-CSP architecture and image slicing with the SAHI algorithm. IJCNN Alejandro Pereira, Carlos Silva, Marilton S. de Aguiar, Daniel Welfer, Marcelo Dias, Marcelo Ribeiro, Reza Ahmadi
2023	Misc	`conf`	Modeling organizational level of agents with moise+ to a natural resources management RPG. FLAIRS Míriam Born, Marilton S. de Aguiar, Diana Francisca Adamatti
2023	C	`conf`	The Impact of a Water Resources Management RPG (Role-Playing Game) on the Players' Lives: An Analysis Based on Collective Subject Discourse. FIE Fernanda P. Mota, Míriam B. Born, Marilton S. de Aguiar, Diana Francisca Adamatti
2023	C	`conf`	The Importance of Using Games to Understand the Pollution Problem and the Water Management Complexity: an Analysis Based on Collective Subject Discourse. FIE Míriam B. Born, Fernanda P. Mota, Marilton S. de Aguiar, Diana Francisca Adamatti
2022	—	`conf`	A Method Based on Deep Neural Network for Instance Segmentation of Retinal Lesions Caused by Diabetic Retinopathy. CSCI Carlos Santos, Marilton S. de Aguiar, Daniel Welfer, Marcelo Silva, Alejandro Pereira, Marcelo Ribeiro, Bruno Belloni
2022	J	`jnl`	A New Approach for Detecting Fundus Lesions Using Image Processing and Deep Neural Network Architecture Based on YOLO Model. Sensors Carlos Santos, Marilton S. de Aguiar, Daniel Welfer, Bruno Belloni
2021	—	`conf`	A New Method Based on Deep Learning to Detect Lesions in Retinal Images using YOLOv5. BIBM Carlos Santos, Marilton S. de Aguiar, Daniel Welfer, Bruno Belloni
2021	A	`conf`	Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization. DATE 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
2020	J	`jnl`	Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization. CoRR 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
2020	C	`conf`	Mapping needs, motivations, habits and strategies of RPG players in the context of water resources management. FIE Fernanda P. Mota, Míriam B. Born, Marilton S. de Aguiar, Diana Francisca Adamatti
2020	Misc	`conf`	RDE-MOGA: Automatic Selection of Rate-Distortion-Energy Control Points for Video Encoders Using Muti-Objetive Genetic Algorithm. ICASSP Ítalo D. Machado, Marilton S. de Aguiar, Marcelo Schiavon Porto, Guilherme Corrêa, Daniel Palomino, Bruno Zatt
2020	J	`jnl`	Water Resources Analysis: An Approach based on Agent-Based Modeling. RITA Giovani Parente Farias, Bruna Leitzke, Míriam Born, Marilton S. de Aguiar, Diana Francisca Adamatti
2019	—	`conf`	Deep Learning applied to the Identification of Fruit Fly in Intelligent Traps. SBESC Valter A. M. Martins, Lucas C. Freitas, Marilton S. de Aguiar, Lisane B. de Brisolara, Paulo R. Ferreira Jr.
2019	J	`jnl`	Systematic Review of Natural Resource Management using Multiagent Systems and Role-Playing Games. Res. Comput. Sci. Giovani Farias, Bruna Leitzke, Míriam Born, Marilton S. de Aguiar, Diana Francisca Adamatti
2018	Misc	`conf`	Identification of fruit fly in intelligent traps using techniques of digital image processing and machine learning. SAC Thainan B. Remboski, William D. de Souza, Marilton S. de Aguiar, Paulo R. Ferreira Jr.
2016	J	`jnl`	Computação na Educação Básica no Brasil: o Estado da Arte. RITA Adriana Bordini, Christiano Martino Otero Avila, Yuri Weisshahn, Mônica Marques da Cunha, Simone André da Costa Cavalheiro, Luciana Foss, Marilton S. de Aguiar, Renata Hax Sander Reiser
2015	—	`conf`	An Architecture Proposal Based in Intelligent Algorithms for Motifs Discovery in Genetic Expressions. MICAI (2) Augusto G. Schmidt, Frederico Schmitt Kremer, Vinícius Steffens Pazzini, Michel S. Pedroso, Marilton S. de Aguiar
2015	—	`conf`	An Extension of Fuzzy C-Means Applied to Spot Recognition in Images of Two-Dimensional Electrophoresis. MICAI (Special Sessions) Marlon Dias, Geancarlo Maydana, Marilton S. de Aguiar
2015	J	`jnl`	Mobile ACORoute - Route Recommendation Based on Communication by Pheromones. Polibits Carla S. G. Pires, Marilton S. de Aguiar, Paulo R. Ferreira Jr.
2014	A	`conf`	An Evolutionary Spatial Game-based Approach for the Self-regulation of Social Exchanges in MAS. ECAI Luís Felipe K. de Macedo, Graçaliz Pereira Dimuro, Marilton S. de Aguiar, Helder Coelho
2014	J	`jnl`	Mobile ACORoute - Route Recommendation Based on Communication by Pheromones. Res. Comput. Sci. Carla S. G. Pires, Marilton S. de Aguiar, Paulo R. Ferreira Jr.
2013	B	`conf`	An Extended Evolutionary Learning Approach For Multiple Robot Path Planning In A Multi-Agent Environment. IEEE Congress on Evolutionary Computation Taua M. Cabreira, Marilton S. de Aguiar, Graçaliz Pereira Dimuro
2013	—	`conf`	Discussing the Challenges Related to Deployment of Computational Thinking in Brazilian Basic Education. WEIT Taina Carvalho, Daiane Andrade, Jayne Silveira, Victor Auler, Simone André da Costa Cavalheiro, Marilton S. de Aguiar, Luciana Foss, Ana Marilza Pernas, Renata Reiser
2012	J	`jnl`	Computational Techniques to Manage Natural Resources. Int. J. Organ. Collect. Intell. Diana Francisca Adamatti, Marilton S. de Aguiar
2011	—	`conf`	Exploring the use of heuristic-based algorithms for the ordering and partitioning of coefficients for power efficient fir filters realization. SBCCI Angelo G. da Luz, Eduardo A. C. da Costa, Marilton S. de Aguiar
2010	—	`conf`	Ordering and partitioning of coefficients based on heuristic algorithms for low power FIR filter realization. SBCCI Angelo G. da Luz, Eduardo A. C. da Costa, Marilton S. de Aguiar
2006	—	`conf`	Extending the HPC-ICTM Geographical Categorization Model for Grid Computing. PARA Rafael K. S. Silva, Marilton S. de Aguiar, César A. F. De Rose, Graçaliz Pereira Dimuro
2006	—	`conf`	HPC-ICTM: a Parallel Model for Geographic Categorization. John Vincent Atanasoff Symposium Rafael K. S. Silva, César A. F. De Rose, Marilton S. de Aguiar, Graçaliz Pereira Dimuro, Antônio Carlos da Rocha Costa
2004	—	`conf`	HPC-ICTM: The Interval Categorizer Tessellation-Based Model for High Performance Computing. PARA Marilton S. de Aguiar, Graçaliz Pereira Dimuro, Fábia A. da Costa, Rafael K. S. Silva, César A. F. De Rose, Antônio Carlos da Rocha Costa, Vladik Kreinovich
2004	—	`conf`	The Multi-layered Interval Categorizer Tesselation-based Model. GEOINFO Marilton S. de Aguiar, Graçaliz Pereira Dimuro, Antônio Carlos da Rocha Costa, Rafael K. S. Silva, Fábia A. da Costa, Vladik Kreinovich