Domenico Perrotta

21 papers B 1Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Robust distances and multivariate outlier detection under heavy tails.
Stat. Comput.
Lucio Barabesi, Andrea Cerioli, Luis Angel García-Escudero, Agustín Mayo-Íscar, Domenico Perrotta, Francesca Torti
2024 J jnl
Co-clustering contaminated data: a robust model-based approach.
Adv. Data Anal. Classif.
Edoardo Fibbi, Domenico Perrotta, Francesca Torti, Stefan Van Aelst, Tim Verdonck
2024 J jnl
Fast and robust clustering of general-shaped structures with tk-merge.
Int. J. Approx. Reason.
Luca Insolia, Domenico Perrotta
2024 J jnl
On Simulating Skewed and Cluster-Weighted Data for Studying Performance of Clustering Algorithms.
J. Comput. Graph. Stat.
Volodymyr Melnykov, Yang Wang, Yana Melnykov, Francesca Torti, Domenico Perrotta, Marco Riani
2023 J jnl
Preventing profiling for ethical fake news detection.
Inf. Process. Manag.
Liesbeth Allein, Marie-Francine Moens, Domenico Perrotta
2021 J jnl
Like Article, Like Audience: Enforcing Multimodal Correlations for Disinformation Detection.
CoRR
Liesbeth Allein, Marie-Francine Moens, Domenico Perrotta
2021 — conf
Reduced Variable Neighbourhood Search for the Generation of Controlled Circular Data.
ICVNS
Sergio Consoli, Domenico Perrotta, Marco Turchi
2020 J jnl
Robust Regression with Density Power Divergence: Theory, Comparisons, and Data Analysis.
Entropy
Marco Riani, Anthony C. Atkinson, Aldo Corbellini, Domenico Perrotta
2019 J jnl
Assessing trimming methodologies for clustering linear regression data.
Adv. Data Anal. Classif.
Francesca Torti, Domenico Perrotta, Marco Riani, Andrea Cerioli
2018 J jnl
Discussion of "The power of monitoring: how to make the most of a contaminated multivariate sample".
Stat. Methods Appl.
Domenico Perrotta, Francesca Torti
2016 J jnl
A local search approach for generating directional data.
Intell. Data Anal.
Sergio Consoli, Marco Turchi, Domenico Perrotta
2016 J jnl
Modeling international trade data with the Tweedie distribution for anti-fraud and policy support.
Eur. J. Oper. Res.
Lucio Barabesi, Andrea Cerasa, Domenico Perrotta, Andrea Cerioli
2015 J jnl
Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library.
Adv. Data Anal. Classif.
Marco Riani, Andrea Cerioli, Domenico Perrotta, Francesca Torti
2014 J jnl
Robust clustering around regression lines with high density regions.
Adv. Data Anal. Classif.
Andrea Cerioli, Domenico Perrotta
2013 — ch.
Issues on Clustering and Data Gridding.
Classification and Data Mining
Jukka Heikkonen, Domenico Perrotta, Marco Riani, Francesca Torti
2012 J jnl
Benchmark testing of algorithms for very robust regression: FS, LMS and LTS.
Comput. Stat. Data Anal.
Francesca Torti, Domenico Perrotta, Anthony C. Atkinson, Marco Riani
2012 — conf
Robustness Issues in Text Mining.
SMPS
Marco Turchi, Domenico Perrotta, Marco Riani, Andrea Cerioli
2009 J jnl
New robust dynamic plots for regression mixture detection.
Adv. Data Anal. Classif.
Domenico Perrotta, Marco Riani, Francesca Torti
2008 — ed.
Mining Massive Data Sets for Security - Advances in Data Mining, Search, Social Networks and Text Mining, and their Applications to Security, Proceedings of the NATO Advanced Study Institute on Mining Massive Data Sets for Security, Gazzada (Varese), Italy, 10-21 September 2007
NATO ASI Mining Massive Data Sets for Security
Françoise Fogelman-Soulié, Domenico Perrotta, Jakub Piskorski, Ralf Steinberger
2007 — conf
Fitting Mixtures of Regression Lines with the Forward Search.
NATO ASI Mining Massive Data Sets for Security
Marco Riani, Andrea Cerioli, Anthony C. Atkinson, Domenico Perrotta, Francesca Torti
1998 B conf
To stop learning using the evidence.
ESANN
Domenico Perrotta