Francesca Torti

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 5

Top Topics

Linear Regression

Cluster Structure

Multivariate Data

Top Venues

Adv. Data Anal. Classif.

J. Comput. Graph. Stat.

Stat. Methods Appl.

Comput. Stat. Data Anal.

Publications

Edoardo Fibbi, Domenico Perrotta, Francesca Torti, Stefan Van Aelst, Tim Verdonck
Co-clustering contaminated data: a robust model-based approach. Adv. Data Anal. Classif. 18 (1) (2024)
Volodymyr Melnykov, Yang Wang, Yana Melnykov, Francesca Torti, Domenico Perrotta, Marco Riani
On Simulating Skewed and Cluster-Weighted Data for Studying Performance of Clustering Algorithms. J. Comput. Graph. Stat. 33 (1) (2024)
Francesca Torti, Domenico Perrotta, Marco Riani, Andrea Cerioli
Assessing trimming methodologies for clustering linear regression data. Adv. Data Anal. Classif. 13 (1) (2019)
Domenico Perrotta, Francesca Torti
Discussion of "The power of monitoring: how to make the most of a contaminated multivariate sample". Stat. Methods Appl. 27 (4) (2018)
Anthony C. Atkinson, Marco Riani, Francesca Torti
Robust methods for heteroskedastic regression. Comput. Stat. Data Anal. 104 (2016)
Marco Riani, Andrea Cerioli, Domenico Perrotta, Francesca Torti
Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library. Adv. Data Anal. Classif. 9 (4) (2015)
Francesca Torti, Domenico Perrotta, Anthony C. Atkinson, Marco Riani
Benchmark testing of algorithms for very robust regression: FS, LMS and LTS. Comput. Stat. Data Anal. 56 (8) (2012)
Domenico Perrotta, Marco Riani, Francesca Torti
New robust dynamic plots for regression mixture detection. Adv. Data Anal. Classif. 3 (3) (2009)
Marco Riani, Andrea Cerioli, Anthony C. Atkinson, Domenico Perrotta, Francesca Torti
Fitting Mixtures of Regression Lines with the Forward Search. NATO ASI Mining Massive Data Sets for Security (2007)