Tommaso Barbariol

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Anomaly Detection

Detecting Anomalous

Top Venues

Eng. Appl. Artif. Intell.

Publications

Davide Sartor, Tommaso Barbariol, Gian Antonio Susto
Bayesian active learning isolation forest (B-ALIF): A weakly supervised strategy for anomaly detection. Eng. Appl. Artif. Intell. 130 (2024)
Elisa Marcelli, Tommaso Barbariol, Davide Sartor, Gian Antonio Susto
Active Learning-based Isolation Forest (ALIF): Enhancing anomaly detection with expert feedback. Inf. Sci. 678 (2024)
Tommaso Barbariol, Davide Masiero, Enrico Feltresi, Gian Antonio Susto
Time series Forecasting to detect anomalous behaviours in Multiphase Flow Meters. CoRR (2023)
Tommaso Barbariol, Gian Antonio Susto
TiWS-iForest: Isolation forest in weakly supervised and tiny ML scenarios. Inf. Sci. 610 (2022)
Elisa Marcelli, Tommaso Barbariol, Gian Antonio Susto
Active Learning-based Isolation Forest (ALIF): Enhancing Anomaly Detection in Decision Support Systems. CoRR (2022)
Elisa Marcelli, Tommaso Barbariol, Vincenzo Savarino, Alessandro Beghi, Gian Antonio Susto
A Revised Isolation Forest procedure for Anomaly Detection with High Number of Data Points. LATS (2022)
Tommaso Barbariol, Gian Antonio Susto
TiWS-iForest: Isolation Forest in Weakly Supervised and Tiny ML scenarios. CoRR (2021)
Luca Frau, Gian Antonio Susto, Tommaso Barbariol, Enrico Feltresi
Uncertainty Estimation for Machine Learning Models in Multiphase Flow Applications. Informatics 8 (3) (2021)