Marco Riani

Orcid: 0000-0001-7886-2207

According to our database1, Marco Riani authored at least 33 papers between 2000 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2022
Constrained parsimonious model-based clustering.
Stat. Comput., 2022

2020
Model-based clustering with determinant-and-shape constraint.
Stat. Comput., 2020

Robust Regression with Density Power Divergence: Theory, Comparisons, and Data Analysis.
Entropy, 2020

Statistical and Proactive Analysis of an Inter-Laboratory Comparison: The Radiocarbon Dating of the Shroud of Turin.
Entropy, 2020

2019
Efficient robust methods via monitoring for clustering and multivariate data analysis.
Pattern Recognit., 2019

Assessing trimming methodologies for clustering linear regression data.
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".
Stat. Methods Appl., 2018

The power of monitoring: how to make the most of a contaminated multivariate sample.
Stat. Methods Appl., 2018

2016
Robust methods for heteroskedastic regression.
Comput. Stat. Data Anal., 2016

2015
Hubert, Rousseeuw and Segaert: multivariate functional outlier detection.
Stat. Methods Appl., 2015

Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library.
Adv. Data Anal. Classif., 2015

2014
Strong consistency and robustness of the Forward Search estimator of multivariate location and scatter.
J. Multivar. Anal., 2014

2013
Issues on Clustering and Data Gridding.
Proceedings of the Classification and Data Mining, 2013

Size and Power of Multivariate Outlier Detection Rules.
Proceedings of the Algorithms from and for Nature and Life, 2013

Regression analysis with partially labelled regressors: carbon dating of the Shroud of Turin.
Stat. Comput., 2013

Robust distances for outlier-free goodness-of-fit testing.
Comput. Stat. Data Anal., 2013

Finding the Number of Disparate Clusters with Background Contamination.
Proceedings of the Data Science, 2013

2012
Benchmark testing of algorithms for very robust regression: FS, LMS and LTS.
Comput. Stat. Data Anal., 2012

Robust analysis of default intensity.
Comput. Stat. Data Anal., 2012

Robustness Issues in Text Mining.
Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012

2010
Robust model selection with flexible trimming.
Comput. Stat. Data Anal., 2010

Special Issue on Robust Methods for Classification and Data Analysis - Preface by the Guest Editors.
Adv. Data Anal. Classif., 2010

2009
Controlling the size of multivariate outlier tests with the MCD estimator of scatter.
Stat. Comput., 2009

New robust dynamic plots for regression mixture detection.
Adv. Data Anal. Classif., 2009

2007
Special issue on robust multivariate analysis and classification.
Stat. Methods Appl., 2007

Exploratory tools for clustering multivariate data.
Comput. Stat. Data Anal., 2007

Building Regression Models with the Forward Search.
J. Comput. Inf. Technol., 2007

Fast calibrations of the forward search for testing multiple outliers in regression.
Adv. Data Anal. Classif., 2007

Fitting Mixtures of Regression Lines with the Forward Search.
Proceedings of the Mining Massive Data Sets for Security, 2007

2005
Robust Transformations and Outlier Detection with Autocorrelated Data.
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

2004
The forward search and data visualisation.
Comput. Stat., 2004

2002
Robust Time Series Analysis through the Forward Search.
Proceedings of the COMPSTAT 2002, 2002

2000
Robust Diagnostic Data Analysis: Transformations in Regression.
Technometrics, 2000


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