Antonella Mensi

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Detecting Outliers

Outlier Detection

Corpus Callosum

Top Venues

Pattern Recognit.

Publications

Manuele Bicego, Antonella Mensi
Null/No Information Rate (NIR): a statistical test to assess if a classification accuracy is significant for a given problem. CoRR (2023)
Antonella Mensi, David M. J. Tax, Manuele Bicego
Detecting outliers from pairwise proximities: Proximity isolation forests. Pattern Recognit. 138 (2023)
Manuele Bicego, Ferdinando Cicalese, Antonella Mensi
RatioRF: A Novel Measure for Random Forest Clustering Based on the Tversky's Ratio Model. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Antonella Mensi, Ferdinando Cicalese, Manuele Bicego
Using Random Forest Distances for Outlier Detection. ICIAP (3) (2022)
Antonella Mensi, Manuele Bicego
Enhanced anomaly scores for isolation forests. Pattern Recognit. 120 (2021)
Antonella Mensi, Simona Schiavi, Maria Petracca, Nicole Graziano, Alessandro Daducci, Matilde Inglese, Manuele Bicego
RF-Isolation: A Novel Representation of Structural Connectivity Networks for Multiple Sclerosis Classification. CIBB (2021)
Antonella Mensi, Alessio Franzoni, David M. J. Tax, Manuele Bicego
An Alternative Exploitation of Isolation Forests for Outlier Detection. S+SSPR (2020)
Antonella Mensi, Manuele Bicego, David M. J. Tax
Proximity Isolation Forests. ICPR (2020)
Antonella Mensi, Manuele Bicego, Pietro Lovato, Marco Loog, David M. J. Tax
A dissimilarity-based multiple instance learning approach for protein remote homology detection. Pattern Recognit. Lett. 128 (2019)
Antonella Mensi, Manuele Bicego
A Novel Anomaly Score for Isolation Forests. ICIAP (1) (2019)