Marco Riani

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 11

Top Topics

Multiple Regression

Outlier Detection

Conformant Planning

Top Venues

Stat. Methods Appl.

J. Comput. Graph. Stat.

Publications

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)
Marco Riani, Anthony C. Atkinson, Aldo Corbellini
Robust Transformations for Multiple Regression via Additivity and Variance Stabilization. J. Comput. Graph. Stat. 33 (1) (2024)
Luis Angel García-Escudero, Agustín Mayo-Íscar, Marco Riani
Constrained parsimonious model-based clustering. Stat. Comput. 32 (1) (2022)
Paolo Di Lazzaro, Anthony C. Atkinson, Paola Iacomussi, Marco Riani, Marco Ricci, Peter Wadhams
Statistical and Proactive Analysis of an Inter-Laboratory Comparison: The Radiocarbon Dating of the Shroud of Turin. Entropy 22 (9) (2020)
Marco Riani, Anthony C. Atkinson, Aldo Corbellini, Domenico Perrotta
Robust Regression with Density Power Divergence: Theory, Comparisons, and Data Analysis. Entropy 22 (4) (2020)
Luis Angel García-Escudero, Agustín Mayo-Íscar, Marco Riani
Model-based clustering with determinant-and-shape constraint. Stat. Comput. 30 (5) (2020)
Marco Riani, Anthony C. Atkinson, Andrea Cerioli, Aldo Corbellini
Efficient robust methods via monitoring for clustering and multivariate data analysis. Pattern Recognit. 88 (2019)
Francesca Torti, Domenico Perrotta, Marco Riani, Andrea Cerioli
Assessing trimming methodologies for clustering linear regression data. Adv. Data Anal. Classif. 13 (1) (2019)
Andrea Cerioli, Marco Riani, Anthony C. Atkinson, Aldo Corbellini
The power of monitoring: how to make the most of a contaminated multivariate sample. Stat. Methods Appl. 27 (4) (2018)
Andrea Cerioli, Marco Riani, Anthony C. Atkinson, Aldo Corbellini
Rejoinder to the 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)
Aldo Corbellini, Marco Riani, Anthony C. Atkinson
Hubert, Rousseeuw and Segaert: multivariate functional outlier detection. Stat. Methods Appl. 24 (2) (2015)
Andrea Cerioli, Alessio Farcomeni, Marco Riani
Strong consistency and robustness of the Forward Search estimator of multivariate location and scatter. J. Multivar. Anal. 126 (2014)
Marco Riani, Anthony C. Atkinson, Giulio Fanti, Fabio Crosilla
Regression analysis with partially labelled regressors: carbon dating of the Shroud of Turin. Stat. Comput. 23 (4) (2013)
Andrea Cerioli, Alessio Farcomeni, Marco Riani
Robust distances for outlier-free goodness-of-fit testing. Comput. Stat. Data Anal. 65 (2013)
Anthony C. Atkinson, Andrea Cerioli, Gianluca Morelli, Marco Riani
Finding the Number of Disparate Clusters with Background Contamination. ECDA (2013)
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)
Tiziano Bellini, Marco Riani
Robust analysis of default intensity. Comput. Stat. Data Anal. 56 (11) (2012)
Marco Riani, Anthony C. Atkinson
Robust model selection with flexible trimming. Comput. Stat. Data Anal. 54 (12) (2010)
Marco Riani, Andrea Cerioli, Peter J. Rousseeuw
Special Issue on Robust Methods for Classification and Data Analysis - Preface by the Guest Editors. Adv. Data Anal. Classif. 4 (2-3) (2010)
Domenico Perrotta, Marco Riani, Francesca Torti
New robust dynamic plots for regression mixture detection. Adv. Data Anal. Classif. 3 (3) (2009)
Andrea Cerioli, Marco Riani, Anthony C. Atkinson
Controlling the size of multivariate outlier tests with the MCD estimator of scatter. Stat. Comput. 19 (3) (2009)
Marco Riani, Anthony C. Atkinson
Fast calibrations of the forward search for testing multiple outliers in regression. Adv. Data Anal. Classif. 1 (2) (2007)
Anthony C. Atkinson, Marco Riani
Exploratory tools for clustering multivariate data. Comput. Stat. Data Anal. 52 (1) (2007)
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)
Marco Riani, Andrea Cerioli, Bruno Chiandotto
Special issue on robust multivariate analysis and classification. Stat. Methods Appl. 15 (3) (2007)
Anthony C. Atkinson, Marco Riani
Building Regression Models with the Forward Search. J. Comput. Inf. Technol. 15 (4) (2007)
Andrea Cerioli, Marco Riani
Robust Transformations and Outlier Detection with Autocorrelated Data. GfKl (2005)
Anthony C. Atkinson, Marco Riani
The forward search and data visualisation. Comput. Stat. 19 (1) (2004)
Luigi Grossi, Marco Riani
Robust Time Series Analysis through the Forward Search. COMPSTAT (2002)
Marco Riani, Anthony C. Atkinson
Robust Diagnostic Data Analysis: Transformations in Regression. Technometrics 42 (4) (2000)