Jônata Tyska Carvalho

Universidade Federal de Santa Catarina — Brazil

Computer Science · Physical Sciences

9h-index226citations79works0.92yr avg
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Research Topics

Evolutionary Algorithms and Applications(15), Reinforcement Learning in Robotics(9), Data Management and Algorithms(8), Human Mobility and Location-Based Analysis(8), Robotic Path Planning Algorithms(6)

Publications78 total

Propeller Design and Optimization for Aerial, Aquatic, and Hybrid Small Unmanned Vehicles - A Systematic Mapping Study
2026Open Access
Analyzing parliamentary voting dynamics using multiple aspects trajectory clustering approach
EPJ Data Science·2026Open Access
Improving Public Procurement Collusion Detection With Graph-based Machine Learning Methodologies
2025Open Access
Machine Learning-based Classification of Portuguese News Articles on Public Procurement Fraud
2025Open Access
Detection of fraud in public procurement using data-driven methods: a systematic mapping study
EPJ Data Science·2025· 4 citedOpen Access
Minimalist exploration strategies for robot swarms at the edge of chaos
Proceedings of the Genetic and Evolutionary Computation Conference·2025· 1 citedOpen Access
Sensory-Motor Control with Large Language Models via Iterative Policy Refinement
ArXiv.org·2025Open Access
Predictive tools in intensive care unit management: a protocol of a scoping review
Journal of Medical Artificial Intelligence·2025Open Access
Improving Short-Content Misinformation Detection Using Multiple Aspect Trajectories Classification Techniques
Lecture notes in computer science·2025
From Geolocated Images to Urban Region Identification and Description: a Large Language Model Approach
2024· 1 citedOpen Access
Detecting Fraud in Public Procurement: A GMM-Based Approach to Analyzing Tender Data
2024· 1 citedOpen Access
Performance Variability of Machine Learning Models using Limited Data for Collusion Detection: A Case Study of the Brazilian Car Wash Operation
2024· 2 citedOpen Access
Extracting Information from Brazilian Legal Documents with Retrieval Augmented Generation
2024· 4 citedOpen Access
Desenvolvimento de um Painel Integrado Inteligente para Auxílio na Identificação de Fraudes em Processos de Compras Públicas
2024· 2 citedOpen Access
Impact on Delay, Power and Area of Machine Learning-based Approximate Logic Synthesis
2024· 1 cited
Optimizing Maritime Propeller Design with Continuous Evolutionary Algorithms
2024
Minimalist exploration strategies for robot swarms at the edge of chaos
arXiv (Cornell University)·2024Open Access
Using Data Mining Techniques to Understand Patterns of Suicide and Reattempt Rates in Southern Brazil
2024· 1 citedOpen Access
UltraMovelets: Efficient Movelet Extraction for Multiple Aspect Trajectory Classification
Lecture notes in computer science·2024· 1 citedOpen Access
On the Impact of ECG Data Quality for Arrhythmia Detection Using Convolutional Neural Networks and Wearable Devices
2023· 1 cited
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Frequent Co-authors

Stefano Nolfi(12), Mateus Grellert(8), Nelson Duarte Filho(6), Sílvia Silva da Costa Botelho(6), Augusto Berndt(6), Cristina Meinhardt(6), Vânia Bogorny(6), Rodrigo Ruas Oliveira(5), Tarlis Tortelli Portela(5), Pedro Marcos(4), Renan Maffei(4), Vinicius Alves Hax(4), Brunno Abreu(4), Patricia D. M. Plentz(4), Nicola Milano(4), Márcio Castro(4), Isac S. Campos(3), George Souza Oliveira(3), Chiara Renso(3), Bryan Martins Lima(3)