Francesca Torti

According to our database, Francesca Torti authored at least 12 papers between 2007 and 2026.

Collaborative distances:

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

2026

Robust distances and multivariate outlier detection under heavy tails.

Lucio Barabesi, Andrea Cerioli, Luis Angel García-Escudero, Agustín Mayo-Íscar, Domenico Perrotta, Francesca Torti

Stat. Comput., April, 2026

2024

Co-clustering contaminated data: a robust model-based approach.

Edoardo Fibbi, Domenico Perrotta, Francesca Torti, Stefan Van Aelst, Tim Verdonck

Adv. Data Anal. Classif., March, 2024

On Simulating Skewed and Cluster-Weighted Data for Studying Performance of Clustering Algorithms.

Volodymyr Melnykov, Yang Wang, Yana Melnykov, Francesca Torti, Domenico Perrotta, Marco Riani

J. Comput. Graph. Stat., 2024

2019

Assessing trimming methodologies for clustering linear regression data.

Francesca Torti, Domenico Perrotta, Marco Riani, Andrea Cerioli

Adv. Data Anal. Classif., 2019

2018

Discussion of "The power of monitoring: how to make the most of a contaminated multivariate sample".

Domenico Perrotta, Francesca Torti

Stat. Methods Appl., 2018

2016

Robust methods for heteroskedastic regression.

Anthony C. Atkinson, Marco Riani, Francesca Torti

Comput. Stat. Data Anal., 2016

2015

Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library.

Marco Riani, Andrea Cerioli, Domenico Perrotta, Francesca Torti

Adv. Data Anal. Classif., 2015

2013

Issues on Clustering and Data Gridding.

Jukka Heikkonen, Domenico Perrotta, Marco Riani, Francesca Torti

Proceedings of the Classification and Data Mining, 2013

Size and Power of Multivariate Outlier Detection Rules.

Andrea Cerioli, Marco Riani, Francesca Torti

Proceedings of the Algorithms from and for Nature and Life, 2013

2012

Benchmark testing of algorithms for very robust regression: FS, LMS and LTS.

Francesca Torti, Domenico Perrotta, Anthony C. Atkinson, Marco Riani

Comput. Stat. Data Anal., 2012

2009

New robust dynamic plots for regression mixture detection.

Domenico Perrotta, Marco Riani, Francesca Torti

Adv. Data Anal. Classif., 2009

2007

Fitting Mixtures of Regression Lines with the Forward Search.

Marco Riani, Andrea Cerioli, Anthony C. Atkinson, Domenico Perrotta, Francesca Torti

Proceedings of the Mining Massive Data Sets for Security, 2007