Thiago Oliveira-Santos

Universidade Federal do Espírito Santo — Brazil

Engineering · Physical Sciences

25h-index2.8kcitations112works1.62yr avg
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Research Topics

Autonomous Vehicle Technology and Safety(23), Advanced Neural Network Applications(20), Robotics and Sensor-Based Localization(19), Video Surveillance and Tracking Methods(10), Remote Sensing and LiDAR Applications(10)

Publications112 total

RagPharma: A RAG-Based Chatbot for Medicine Leaflets with a Dual-Dataset Evaluation Framework
Journal of the Brazilian Computer Society·2025Open Access
Pt-HotpotQA: Evaluating Multi-Hop Question Answering on Original and Portuguese-translated Datasets Using LLMs
Journal of the Brazilian Computer Society·2025· 1 citedOpen Access
Unified-Copycat: Unifying Heterogeneous Classifiers Using Non Problem Domain Data
2025
Integrating Neural Language Models in Clinical Practice: A Case Study on Chronic Kidney Disease Consultations
2025
A machine learning approach for intra- and inter-cast hot metal temperature forecasting
Computers & Chemical Engineering·2025· 1 citedOpen Access
The similarity bias problem: What it is and how it impacts vibration based intelligent fault diagnosis
Mechanical Systems and Signal Processing·2025· 1 cited
Budget-aware pruning: Handling multiple domains with less parameters
Pattern Recognition·2025Open Access
Electrical submersible pump fault diagnosis based on 2D transformation of vibration signals and transfer learning of image classification networks
Neural Computing and Applications·2025· 1 cited
Blast furnace control by hierarchical similarity search in historical data
Engineering Applications of Artificial Intelligence·2024· 3 cited
A Mobile Application for Speed Bump Sign Detection Using Neural Networks
2024
Integrating Pretrained CNNs with One-Class Classifiers for Fault-Agnostic Electrical Submersible Pumps Anomaly Detection
2024
A Study on the Effectiveness of GPT-4V in Classifying Driver Behavior Captured on Video Using Just a Few Frames per Video
2024· 2 cited
Analysis of Bias in GPT Language Models through Fine-tuning Containing Divergent Data
2024· 1 cited
An open source experimental framework and public dataset for vibration-based fault diagnosis of electrical submersible pumps used on offshore oil exploration
Knowledge-Based Systems·2024· 16 cited
Budget-Aware Pruning: Handling Multiple Domains with Less Parameters
SSRN Electronic Journal·2024Open Access
Generating Road Grid Maps for Self-Driving Vehicles Using Lidar Data and Swin Transformers
SSRN Electronic Journal·2024Open Access
An Architecture based on CNNs and BiLSTMs for Slice-Level and Series-Level Intracranial Hemorrhage Identification in CT Scans
2023Open Access
Unveiling the Secrets: Reconstruction of Shredded Documents using Deep Learning
2023Open Access
Budget-Aware Pruning: Handling Multiple Domains with Less Parameters
arXiv (Cornell University)·2023· 1 citedOpen Access
Deep Learning-based Reconstruction of Shredded Documents
2023Open Access
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Frequent Co-authors

Alberto F. De Souza(28), Claudine Badué(22), Rodrigo F. Berriel(21), Thiago M. Paixão(13), Edilson de Aguiar(9), Alexandre Rodrigues(7), Flávio Miguel Varejão(7), Matthias Peterhans(6), Filipe Mutz(6), Marcos Pellegrini Ribeiro(6), Nicu Sebe(5), Stefan Weber(5), Vinicius B. Cardoso(5), André T. Lopes(4), Fernando Auat Cheein(4), Rânik Guidolini(4), Lucas Veronese(4), Lucas Tabelini(4), Kate Gavaghan(3), Mauricio Reyes(3)