Antonella Mensi

According to our database, Antonella Mensi authored at least 11 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Detecting outliers from pairwise proximities: Proximity isolation forests.

Antonella Mensi, David M. J. Tax, Manuele Bicego

Pattern Recognit., June, 2023

RatioRF: A Novel Measure for Random Forest Clustering Based on the Tversky's Ratio Model.

Manuele Bicego, Ferdinando Cicalese, Antonella Mensi

IEEE Trans. Knowl. Data Eng., 2023

Null/No Information Rate (NIR): a statistical test to assess if a classification accuracy is significant for a given problem.

Manuele Bicego, Antonella Mensi

CoRR, 2023

2022

Using Random Forest Distances for Outlier Detection.

Antonella Mensi, Ferdinando Cicalese, Manuele Bicego

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021

Enhanced anomaly scores for isolation forests.

Antonella Mensi, Manuele Bicego

Pattern Recognit., 2021

RF-Isolation: A Novel Representation of Structural Connectivity Networks for Multiple Sclerosis Classification.

Antonella Mensi, Simona Schiavi, Maria Petracca, Nicole Graziano, Alessandro Daducci, Matilde Inglese, Manuele Bicego

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2021

2020

An Alternative Exploitation of Isolation Forests for Outlier Detection.

Antonella Mensi, Alessio Franzoni, David M. J. Tax, Manuele Bicego

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020

Proximity Isolation Forests.

Antonella Mensi, Manuele Bicego, David M. J. Tax

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

A dissimilarity-based multiple instance learning approach for protein remote homology detection.

Antonella Mensi, Manuele Bicego, Pietro Lovato, Marco Loog, David M. J. Tax

Pattern Recognit. Lett., 2019

A Novel Anomaly Score for Isolation Forests.

Antonella Mensi, Manuele Bicego

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018

Protein Remote Homology Detection Using Dissimilarity-Based Multiple Instance Learning.

Antonella Mensi, Manuele Bicego, Pietro Lovato, Marco Loog, David M. J. Tax

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018