Domenico Perrotta

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 12

Top Topics

Robust Regression

Randomly Selected

Multivariate Data

Top Venues

Adv. Data Anal. Classif.

Int. J. Approx. Reason.

Inf. Process. Manag.

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)
Luca Insolia, Domenico Perrotta
Fast and robust clustering of general-shaped structures with tk-merge. Int. J. Approx. Reason. 168 (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)
Liesbeth Allein, Marie-Francine Moens, Domenico Perrotta
Preventing profiling for ethical fake news detection. Inf. Process. Manag. 60 (2) (2023)
Liesbeth Allein, Marie-Francine Moens, Domenico Perrotta
Like Article, Like Audience: Enforcing Multimodal Correlations for Disinformation Detection. CoRR (2021)
Sergio Consoli, Domenico Perrotta, Marco Turchi
Reduced Variable Neighbourhood Search for the Generation of Controlled Circular Data. ICVNS (2021)
Marco Riani, Anthony C. Atkinson, Aldo Corbellini, Domenico Perrotta
Robust Regression with Density Power Divergence: Theory, Comparisons, and Data Analysis. Entropy 22 (4) (2020)
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)
Lucio Barabesi, Andrea Cerasa, Domenico Perrotta, Andrea Cerioli
Modeling international trade data with the Tweedie distribution for anti-fraud and policy support. Eur. J. Oper. Res. 248 (3) (2016)
Sergio Consoli, Marco Turchi, Domenico Perrotta
A local search approach for generating directional data. Intell. Data Anal. 20 (2) (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)
Andrea Cerioli, Domenico Perrotta
Robust clustering around regression lines with high density regions. Adv. Data Anal. Classif. 8 (1) (2014)
Marco Turchi, Domenico Perrotta, Marco Riani, Andrea Cerioli
Robustness Issues in Text Mining. SMPS (2012)
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)
Domenico Perrotta
To stop learning using the evidence. ESANN (1998)