Jadson Castro Gertrudes

Universidade Federal de Ouro Preto — Brazil

Computer Science · Physical Sciences

10h-index523citations31works0.02yr avg
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Research Topics

Computational Drug Discovery Methods(13), Analytical Chemistry and Chromatography(5), Advanced Clustering Algorithms Research(4), Machine Learning in Materials Science(4), Face and Expression Recognition(3)

Publications31 total

UAI Canvas: Empowering Teachers to Design Immersive VR Learning Games
2025Open Access
Treinando professores em design de jogos em realidade virtual usando design participatório: um relato de experiência
2025Open Access
Uncovering Collaboration Patterns in Brazilian Computer Science Graduate Programs Through Network Embeddings
2025Open Access
Training Teachers to Design Virtual Reality Games: A Brazilian Context Experience
2025
The use of Multi-domain Electroencephalogram Representations in the building of Models based on Convolutional and Recurrent Neural Networks for Epilepsy Detection
arXiv (Cornell University)·2025Open Access
Chatter Detection in Turning Through Short-Time Fourier Transform and Autoencoder Neural Network with K-Nearest Neighbors Classification
SSRN Electronic Journal·2025Open Access
MASSA Algorithm: an automated rational sampling of training and test subsets for QSAR modeling
Journal of Computer-Aided Molecular Design·2023· 5 citedOpen Access
MASSA Algorithm: automated rational sampling of training and test subsets for QSAR modelling
2023· 1 citedOpen Access
Spending pattern visualization using unsupervised machine learning
2023Open Access
Reptilerecon: Um Arcabouço para Extração e Análise de Sinais de Lagartos
2023Open Access
How Good Is ChatGPT For Detecting Hate Speech In Portuguese?
2023· 18 citedOpen Access
MASSA Algorithm: automated rational sampling of training and test subsets for QSAR modelling
2023· 3 citedOpen Access
GCN-Based Structure-Activity Relationship and DFT Studies of Staphylococcus aureus FabI Inhibitors
International Journal of Quantitative Structure-Property Relationships·2022
MASSA Algorithm: automated rational sampling of training and test subsets for QSAR modelling
2022Open Access
Chaotic genetic bee colony
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2022· 2 cited
Machine learning techniques applied to the drug design and discovery of new antivirals: a brief look over the past decade
Expert Opinion on Drug Discovery·2021· 31 cited
Knowing and combating the enemy: a brief review on SARS-CoV-2 and computational approaches applied to the discovery of drug candidates
Bioscience Reports·2021· 20 citedOpen Access
Correction to: A unified view of density-based methods for semi-supervised clustering and classification
Data Mining and Knowledge Discovery·2020· 1 citedOpen Access
Rethinking Default Values: a Low Cost and Efficient Strategy to Define Hyperparameters
arXiv (Cornell University)·2020· 10 citedOpen Access
Semi-supervised learning approaches with applications in Medicinal Chemistry
2019Open Access
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Frequent Co-authors

Vinícius Gonçalves Maltarollo(12), Káthia M. Honório(11), Gabriel Corrêa Veríssimo(5), Jörg Sander(4), Ricardo J. G. B. Campello(4), Thales Kronenberger(4), Patrícia R. Oliveira(3), Arthur Zimek(3), Eduardo Luz(3), Simone Queiroz Pantaleão(3), Philipe Oliveira Fernandes(3), Júlia Gonzaga(3), Andrea Bianchi(3), Saul Delabrida(3), Mateus Sá Magalhães Serafim(2), Valtair Severino dos Santos(2), Vander L. S. Freitas(2), Sheila Cruz Araújo(2), Simone Queiroz Panteleão(2), Laura Coura(2)