Giuliana Pallotta

Publication Activity (10 Years)

Years Active: 2013-2018
Publications (10 Years): 4

Top Topics

Knowledge Discovery

Traffic Surveillance

Support Vector Machine Classifier

Top Venues

Stat. Anal. Data Min.

WIREs Data Mining Knowl. Discov.

IEEE Trans. Intell. Transp. Syst.

Publications

Virginia Fernandez Arguedas, Giuliana Pallotta, Michele Vespe
Maritime Traffic Networks: From Historical Positioning Data to Unsupervised Maritime Traffic Monitoring. IEEE Trans. Intell. Transp. Syst. 19 (3) (2018)
Anne-Laure Jousselme, Giuliana Pallotta, John Locke
Risk Game: Capturing impact of information quality on human belief assessment and decision making. Int. J. Serious Games 5 (4) (2018)
Maria Riveiro, Giuliana Pallotta, Michele Vespe
Maritime anomaly detection: A review. WIREs Data Mining Knowl. Discov. 8 (5) (2018)
Giuliana Pallotta, Goran Konjevod, Jose Cadena, Phan Nguyen
Context-aided analysis of community evolution in networks. Stat. Anal. Data Min. 10 (5) (2017)
Anne-Laure Jousselme, Giuliana Pallotta
Dissecting uncertainty-based fusion techniques for maritime anomaly detection. FUSION (2015)
Giuliana Pallotta, Anne-Laure Jousselme
Data-driven detection and context-based classification of maritime anomalies. FUSION (2015)
Virginia Fernandez Arguedas, Giuliana Pallotta, Michele Vespe
Automatic generation of geographical networks for maritime traffic surveillance. FUSION (2014)
Giuliana Pallotta, Steven Horn, Paolo Braca, Karna Bryan
Context-enhanced vessel prediction based on Ornstein-Uhlenbeck processes using historical AIS traffic patterns: Real-world experimental results. FUSION (2014)
Giuliana Pallotta, Michele Vespe, Karna Bryan
Traffic knowledge discovery from AIS data. FUSION (2013)
Giuliana Pallotta, Michele Vespe, Karna Bryan
Vessel Pattern Knowledge Discovery from AIS Data: A Framework for Anomaly Detection and Route Prediction. Entropy 15 (6) (2013)