Technological Institute of Aeronautics
R. Douglas G. Aquino
Received the B.Sc. degree in Electrical Engineering from the Federal University of Ceará (2015) and Ph.D. degree in Operational Research from the Technological Institute of Aeronautics and the Federal University of São Paulo (2024). He was a Visiting Scholar with the School of Computer Science and Electronic Engineering, University of Essex, under the supervision of Prof. Renato Amorim (2022). His research interests include Data Science, Descriptive learning, Data mining, Deep learning and Recommendation Systems.
Education
- PhD in Operations Research, 2024
Federal University of Sao Paulo and Aeronautics Institute of Technology - Specialization in Data Science and Big Data Analytics, 2019
Faculdade Estácio - BSc in Electrical Engineering, 2015
Federal University of Ceará
Interests
- Data Science
- Descriptive Learning
- Data Mining
- Deep Learning
- Recommendation Systems
Publications
- Synthetic data generation for digital twins: enabling production systems analysis in the absence of data
- Drone-Based AI System for Wildfire Monitoring and Risk Prediction
- CNN classification subject to practical aspects of Search and Rescue UAV missions
- A Clustering Validation Index Based on Semantic Description