Marco Riani

According to our database, Marco Riani authored at least 35 papers between 2000 and 2024.

Collaborative distances:

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

2024

Robust Transformations for Multiple Regression via Additivity and Variance Stabilization.

Marco Riani, Anthony C. Atkinson, Aldo Corbellini

J. Comput. Graph. Stat., 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

2022

Constrained parsimonious model-based clustering.

Luis Angel García-Escudero, Agustín Mayo-Íscar, Marco Riani

Stat. Comput., 2022

2020

Model-based clustering with determinant-and-shape constraint.

Luis Angel García-Escudero, Agustín Mayo-Íscar, Marco Riani

Stat. Comput., 2020

Robust Regression with Density Power Divergence: Theory, Comparisons, and Data Analysis.

Marco Riani, Anthony C. Atkinson, Aldo Corbellini, Domenico Perrotta

Entropy, 2020

Statistical and Proactive Analysis of an Inter-Laboratory Comparison: The Radiocarbon Dating of the Shroud of Turin.

Paolo Di Lazzaro, Anthony C. Atkinson, Paola Iacomussi, Marco Riani, Marco Ricci, Peter Wadhams

Entropy, 2020

2019

Efficient robust methods via monitoring for clustering and multivariate data analysis.

Marco Riani, Anthony C. Atkinson, Andrea Cerioli, Aldo Corbellini

Pattern Recognit., 2019

Assessing trimming methodologies for clustering linear regression data.

Francesca Torti, Domenico Perrotta, Marco Riani, Andrea Cerioli

Adv. Data Anal. Classif., 2019

2018

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

Andrea Cerioli, Marco Riani, Anthony C. Atkinson, Aldo Corbellini

Stat. Methods Appl., 2018

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

Andrea Cerioli, Marco Riani, Anthony C. Atkinson, Aldo Corbellini

Stat. Methods Appl., 2018

2016

Robust methods for heteroskedastic regression.

Anthony C. Atkinson, Marco Riani, Francesca Torti

Comput. Stat. Data Anal., 2016

2015

Hubert, Rousseeuw and Segaert: multivariate functional outlier detection.

Aldo Corbellini, Marco Riani, Anthony C. Atkinson

Stat. Methods Appl., 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

2014

Strong consistency and robustness of the Forward Search estimator of multivariate location and scatter.

Andrea Cerioli, Alessio Farcomeni, Marco Riani

J. Multivar. Anal., 2014

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

Regression analysis with partially labelled regressors: carbon dating of the Shroud of Turin.

Marco Riani, Anthony C. Atkinson, Giulio Fanti, Fabio Crosilla

Stat. Comput., 2013

Robust distances for outlier-free goodness-of-fit testing.

Andrea Cerioli, Alessio Farcomeni, Marco Riani

Comput. Stat. Data Anal., 2013

Finding the Number of Disparate Clusters with Background Contamination.

Anthony C. Atkinson, Andrea Cerioli, Gianluca Morelli, Marco Riani

Proceedings of the Data Science, 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

Robust analysis of default intensity.

Tiziano Bellini, Marco Riani

Comput. Stat. Data Anal., 2012

Robustness Issues in Text Mining.

Marco Turchi, Domenico Perrotta, Marco Riani, Andrea Cerioli

Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012

2010

Robust model selection with flexible trimming.

Marco Riani, Anthony C. Atkinson

Comput. Stat. Data Anal., 2010

Special Issue on Robust Methods for Classification and Data Analysis - Preface by the Guest Editors.

Marco Riani, Andrea Cerioli, Peter J. Rousseeuw

Adv. Data Anal. Classif., 2010

2009

Controlling the size of multivariate outlier tests with the MCD estimator of scatter.

Andrea Cerioli, Marco Riani, Anthony C. Atkinson

Stat. Comput., 2009

New robust dynamic plots for regression mixture detection.

Domenico Perrotta, Marco Riani, Francesca Torti

Adv. Data Anal. Classif., 2009

2007

Special issue on robust multivariate analysis and classification.

Marco Riani, Andrea Cerioli, Bruno Chiandotto

Stat. Methods Appl., 2007

Exploratory tools for clustering multivariate data.

Anthony C. Atkinson, Marco Riani

Comput. Stat. Data Anal., 2007

Building Regression Models with the Forward Search.

Anthony C. Atkinson, Marco Riani

J. Comput. Inf. Technol., 2007

Fast calibrations of the forward search for testing multiple outliers in regression.

Marco Riani, Anthony C. Atkinson

Adv. Data Anal. Classif., 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

2005

Robust Transformations and Outlier Detection with Autocorrelated Data.

Andrea Cerioli, Marco Riani

Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

2004

The forward search and data visualisation.

Anthony C. Atkinson, Marco Riani

Comput. Stat., 2004

2002

Robust Time Series Analysis through the Forward Search.

Luigi Grossi, Marco Riani

Proceedings of the COMPSTAT 2002, 2002

2000

Robust Diagnostic Data Analysis: Transformations in Regression.

Marco Riani, Anthony C. Atkinson

Technometrics, 2000