Michail Giannoulis
Postdoctoral Researcher
- Call: +30 2810 391.2018
- Email: mgian[at] ics [dot] forth [dot] gr
Institute of Computer Science, Foundation for Research and Technology – Hellas
Dr. Michail Giannoulis received his Ph.D. in Computer Science from the University of Clermont Auvergne, France, in 2023, also M.Sc. degree in Computer Science from the University of Crete, Greece, in 2020, and B.Sc. degree in Informatics Engineering from the Technological Educational Institute of Crete, Greece, 2017. Since 2017, he obtained professional experience as research and teaching assistant, while in 2019, during M.Sc. he has been selected for an internship as Data Scientist to SAP, France. Currently, he is associate researcher (postdoc) at the Signal Processing Laboratory at FORTH-ICS. His research focuses on signal processing and machine learning for analysis of scientific data, focusing on the defense in aerial warfare's operational environments. He has co-authored on peer-reviewed conferences and journals, including VLDB, Pattern Recognition and Frontiers in Earth Science, while he has been awarded a best paper award (A meta-level analysis of online anomaly detectors, VLDB).
Selected Publications:
Michail Giannoulis, Sophie Pailot-Bonnétat, Vincent Barra, Andrew Harris
External factors driving surface temperature changes above geothermal systems: answers from Deep Learning
Frontiers in Earth Science, 2024
Michail Giannoulis, Andrew Harris, Vincent Barra
DITAN: A deep-learning domain agnostic framework for detection and interpretation of temporally-based multivariate Anomalies
Pattern Recognition, 2023
Antonios Ntroumpogiannis, Michail Giannoulis, Nikolaos Myrtakis, Vassilis Christophides, Eric Simon, and Ioannis Tsamardinos
A meta-level analysis of online anomaly detectors
VLDB Journal, 2023
Email Address: mgian [at] ics [dot] forth [dot] gr
Postal Address: FORTH-ICS, N. Plastira 100, Vassilika Vouton, GR 700 13 Heraklion, Crete, Greece
Telephone Number: +30 2810 392.2018