Technological Institute of Aeronautics
Filipe A. N. Verri
Received the B.Sc. degree (Hons.) in computer science and the Ph.D. degree (Hons.) in computer science and computational mathematics from the University of São Paulo, in 2014 and 2018, respectively. He was a Visiting Scholar with the School of Electrical, Computer and Energy Engineering, Arizona State University, under the supervision of Prof. Y.-C. Lai, in 2016. He is currently an Assistant Professor with the Computer Science Division, Department of Computer Methods, ITA. His research interests include data science, machine learning, complex networks, and complex systems.
Education
- PhD in Computer Science, 2018
University of São Paulo - BSc in Computer Science, 2014
University of São Paulo
Interests
- Data Science
- Machine Learning
- Complex Networks
- Complex Systems
Projects
Publications
- Synthetic data generation for digital twins: enabling production systems analysis in the absence of data
- SiaN-VO: Siamese Network for Visual Odometry
- Drone-Based AI System for Wildfire Monitoring and Risk Prediction
- CNN classification subject to practical aspects of Search and Rescue UAV missions
- A Cyber-Physical System's Roadmap to Last-Mile Delivery Drones
- A Clustering Validation Index Based on Semantic Description
- Semi-Supervised Learning for Intelligent Surveillance
- Navigation Aids Based on Optical Flow and Convolutional Neural Network
- Maximum Visibility: A Novel Approach for Time Series Forecasting Based on Complex Network Theory
- A-Star Based Algorithm Applied to Target Search and Rescue by a UAV Swarm
- A Network Modeling and Analysis of COVID-19 Hospital Patient Data
- A Roadmap to Nextgen Aircraft Control for Last Mile Delivery Drones
- Platoon Grouping Network Offloading Mechanism for VANETs
- Detecção de Drones Intrusos
- Autonomous and Collective Intelligence for UAV Swarm in Target Search Scenario
- An Analysis on Tradable Permit Models for Last-Mile Delivery Drones