Marilton S. de Aguiar
Orcid: 0000-0002-5247-6022Affiliations:
- Federal University of Pelotas (UFPel), PPGC, Brazil
According to our database1,
Marilton S. de Aguiar
authored at least 56 papers
between 2004 and 2024.
Collaborative distances:
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Bibliography
2024
Lessons learned from the student dropout patterns on COVID-19 pandemic: An analysis supported by machine learning.
Br. J. Educ. Technol., March, 2024
Educational Data Mining for Dropout Prediction: Trends, Opportunities, and Challenges.
Revista Brasileira de Informática na Educ., 2024
DRAT: A semi-supervised tool for automatic annotation of lesions caused by diabetic retinopathy.
Proceedings of the 20th Brazilian Symposium on Information Systems, 2024
A Machine Learning Pipeline for Emotion Recognition based on Brain Topographic Maps Derived from Electroencephalogram Signals.
Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, 2024
Neuroplasticity-Based Literacy Rescue: A Multisensory and Tangible Learning Methodology for Children at Risk.
Proceedings of the IEEE Global Engineering Education Conference, 2024
2023
ACM Trans. Intell. Syst. Technol., February, 2023
A New Approach for Fundus Lesions Instance Segmentation Based on Mask R-CNN X101-FPN Pre-Trained Architecture.
IEEE Access, 2023
Exploring Heterogeneous Open Multi-Agent Systems on Cloud Using a Docker-Based Architecture.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Proceedings of the 22nd Brazilian Symposium on Games and Digital Entertainment, 2023
Detection of retinal microlesions through YOLOR-CSP architecture and image slicing with the SAHI algorithm.
Proceedings of the International Joint Conference on Neural Networks, 2023
Modeling organizational level of agents with moise+ to a natural resources management RPG.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023
The Impact of a Water Resources Management RPG (Role-Playing Game) on the Players' Lives: An Analysis Based on Collective Subject Discourse.
Proceedings of the IEEE Frontiers in Education Conference, 2023
The Importance of Using Games to Understand the Pollution Problem and the Water Management Complexity: an Analysis Based on Collective Subject Discourse.
Proceedings of the IEEE Frontiers in Education Conference, 2023
Analyzing Role Playing Game and its Roles and Concepts Based on Collective Subject Discourse.
Proceedings of the IEEE Frontiers in Education Conference, 2023
Alfaba: A Tangible Solution to Support Brazilian Dyslexic Students in their Literacy Process.
Proceedings of the IEEE Global Engineering Education Conference, 2023
2022
A New Approach for Detecting Fundus Lesions Using Image Processing and Deep Neural Network Architecture Based on YOLO Model.
Sensors, 2022
Predicting COVID-19 hospitalizations with attribute selection based on genetic and classification algorithms.
Braz. J. Inf. Syst., 2022
A Method Based on Deep Neural Network for Instance Segmentation of Retinal Lesions Caused by Diabetic Retinopathy.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022
2021
Attribute selection based on genetic and classification algorithms in the prediction of hospitalization need of COVID-19 patients.
Proceedings of the SBSI 2021: XVII Brazilian Symposium on Information Systems, Uberlândia, Brazil, June 7, 2021
Deep Neural Network Model based on One-Stage Detector for Identifying Fundus Lesions.
Proceedings of the International Joint Conference on Neural Networks, 2021
Detection of Fundus Lesions through a Convolutional Neural Network in Patients with Diabetic Retinopathy.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
A New Method Based on Deep Learning to Detect Lesions in Retinal Images using YOLOv5.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
2020
RDE-MOGA: Automatic Selection of Rate-Distortion-Energy Control Points for Video Encoders Using Muti-Objetive Genetic Algorithm.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Mapping needs, motivations, habits and strategies of RPG players in the context of water resources management.
Proceedings of the IEEE Frontiers in Education Conference, 2020
AgentDevLaw: A Middleware Architecture for Integrating Legal Ontologies and Multi-agent Systems.
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020
2019
Systematic Review of Natural Resource Management using Multiagent Systems and Role-Playing Games.
Res. Comput. Sci., 2019
Proceedings of the IX Brazilian Symposium on Computing Systems Engineering, 2019
Proceedings of the Advances in Soft Computing, 2019
Brazilian Traffic Signs Detection and Recognition in Videos Using CLAHE, HOG Feature Extraction and SVM Cascade Classifier with Temporal Coherence.
Proceedings of the Advances in Soft Computing, 2019
Mineral Classification Using Machine Learning and Images of Microscopic Rock Thin Section.
Proceedings of the Advances in Soft Computing, 2019
2018
Identification of fruit fly in intelligent traps using techniques of digital image processing and machine learning.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018
2017
A Model for Pest Infestation Prediction in Crops Based on Local Meteorological Monitoring Stations.
Proceedings of the Sixteenth Mexican International Conference on Artificial Intelligence, 2017
Proceedings of the 16th International Conference on Information Technology Based Higher Education and Training, 2017
2016
2015
Polibits, 2015
An Architecture Proposal Based in Intelligent Algorithms for Motifs Discovery in Genetic Expressions.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015
An Extension of Fuzzy C-Means Applied to Spot Recognition in Images of Two-Dimensional Electrophoresis.
Proceedings of the Fourteenth Mexican International Conference on Artificial Intelligence, 2015
2014
An Evolutionary Spatial Game-based Approach for the Self-regulation of Social Exchanges in MAS.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014
2013
Discussing the Challenges Related to Deployment of Computational Thinking in Brazilian Basic Education.
Proceedings of the 2nd Workshop-School on Theoretical Computer Science, 2013
An Extended Evolutionary Learning Approach For Multiple Robot Path Planning In A Multi-Agent Environment.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Int. J. Organ. Collect. Intell., 2012
2011
Proceedings of the 2011 Workshop-School on Theoretical Computer Science, 2011
Proceedings of the 2011 Workshop-School on Theoretical Computer Science, 2011
Proceedings of the 2011 Workshop-School on Theoretical Computer Science, 2011
Exploring the use of heuristic-based algorithms for the ordering and partitioning of coefficients for power efficient fir filters realization.
Proceedings of the 24th Symposium on Integrated Circuits and Systems Design, 2011
2010
Ordering and partitioning of coefficients based on heuristic algorithms for low power FIR filter realization.
Proceedings of the 23rd Annual Symposium on Integrated Circuits and Systems Design, 2010
2009
NUMA-ICTM: A parallel version of ICTM exploiting memory placement strategies for NUMA machines.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009
2006
Proceedings of the Applied Parallel Computing. State of the Art in Scientific Computing, 2006
Proceedings of the 2006 IEEE John Vincent Atanasoff International Symposium on Modern Computing (JVA2006), 2006
2004
Numer. Algorithms, 2004
HPC-ICTM: The Interval Categorizer Tessellation-Based Model for High Performance Computing.
Proceedings of the Applied Parallel Computing, 2004
Proceedings of the VI Brazilian Symposium on Geoinformatics, 2004