Marco Riani

36 papers Journal 29Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Robust machine learning models: linear and nonlinear.
Int. J. Data Sci. Anal.
Paolo Giudici, Emanuela Raffinetti, Marco Riani
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
2024 J jnl
Robust Transformations for Multiple Regression via Additivity and Variance Stabilization.
J. Comput. Graph. Stat.
Marco Riani, Anthony C. Atkinson, Aldo Corbellini
2022 J jnl
Constrained parsimonious model-based clustering.
Stat. Comput.
Luis Angel García-Escudero, Agustín Mayo-Íscar, Marco Riani
2020 J jnl
Model-based clustering with determinant-and-shape constraint.
Stat. Comput.
Luis Angel García-Escudero, Agustín Mayo-Íscar, Marco Riani
2020 J jnl
Robust Regression with Density Power Divergence: Theory, Comparisons, and Data Analysis.
Entropy
Marco Riani, Anthony C. Atkinson, Aldo Corbellini, Domenico Perrotta
2020 J jnl
Statistical and Proactive Analysis of an Inter-Laboratory Comparison: The Radiocarbon Dating of the Shroud of Turin.
Entropy
Paolo Di Lazzaro, Anthony C. Atkinson, Paola Iacomussi, Marco Riani, Marco Ricci, Peter Wadhams
2019 J jnl
Assessing trimming methodologies for clustering linear regression data.
Adv. Data Anal. Classif.
Francesca Torti, Domenico Perrotta, Marco Riani, Andrea Cerioli
2019 J jnl
Efficient robust methods via monitoring for clustering and multivariate data analysis.
Pattern Recognit.
Marco Riani, Anthony C. Atkinson, Andrea Cerioli, Aldo Corbellini
2018 J jnl
Rejoinder to the discussion of "The power of monitoring: how to make the most of a contaminated multivariate sample".
Stat. Methods Appl.
Andrea Cerioli, Marco Riani, Anthony C. Atkinson, Aldo Corbellini
2018 J jnl
The power of monitoring: how to make the most of a contaminated multivariate sample.
Stat. Methods Appl.
Andrea Cerioli, Marco Riani, Anthony C. Atkinson, Aldo Corbellini
2016 J jnl
Robust methods for heteroskedastic regression.
Comput. Stat. Data Anal.
Anthony C. Atkinson, Marco Riani, Francesca Torti
2015 J jnl
Hubert, Rousseeuw and Segaert: multivariate functional outlier detection.
Stat. Methods Appl.
Aldo Corbellini, Marco Riani, Anthony C. Atkinson
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
Strong consistency and robustness of the Forward Search estimator of multivariate location and scatter.
J. Multivar. Anal.
Andrea Cerioli, Alessio Farcomeni, Marco Riani
2013 — conf
Finding the Number of Disparate Clusters with Background Contamination.
ECDA
Anthony C. Atkinson, Andrea Cerioli, Gianluca Morelli, Marco Riani
2013 — ch.
Issues on Clustering and Data Gridding.
Classification and Data Mining
Jukka Heikkonen, Domenico Perrotta, Marco Riani, Francesca Torti
2013 J jnl
Regression analysis with partially labelled regressors: carbon dating of the Shroud of Turin.
Stat. Comput.
Marco Riani, Anthony C. Atkinson, Giulio Fanti, Fabio Crosilla
2013 J jnl
Robust distances for outlier-free goodness-of-fit testing.
Comput. Stat. Data Anal.
Andrea Cerioli, Alessio Farcomeni, Marco Riani
2013 — ch.
Size and Power of Multivariate Outlier Detection Rules.
Algorithms from and for Nature and Life
Andrea Cerioli, 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 J jnl
Robust analysis of default intensity.
Comput. Stat. Data Anal.
Tiziano Bellini, Marco Riani
2012 — conf
Robustness Issues in Text Mining.
SMPS
Marco Turchi, Domenico Perrotta, Marco Riani, Andrea Cerioli
2010 J jnl
Robust model selection with flexible trimming.
Comput. Stat. Data Anal.
Marco Riani, Anthony C. Atkinson
2010 J jnl
Special Issue on Robust Methods for Classification and Data Analysis - Preface by the Guest Editors.
Adv. Data Anal. Classif.
Marco Riani, Andrea Cerioli, Peter J. Rousseeuw
2009 J jnl
Controlling the size of multivariate outlier tests with the MCD estimator of scatter.
Stat. Comput.
Andrea Cerioli, Marco Riani, Anthony C. Atkinson
2009 J jnl
New robust dynamic plots for regression mixture detection.
Adv. Data Anal. Classif.
Domenico Perrotta, Marco Riani, Francesca Torti
2007 J jnl
Building Regression Models with the Forward Search.
J. Comput. Inf. Technol.
Anthony C. Atkinson, Marco Riani
2007 J jnl
Exploratory tools for clustering multivariate data.
Comput. Stat. Data Anal.
Anthony C. Atkinson, Marco Riani
2007 J jnl
Fast calibrations of the forward search for testing multiple outliers in regression.
Adv. Data Anal. Classif.
Marco Riani, Anthony C. Atkinson
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
2007 J jnl
Special issue on robust multivariate analysis and classification.
Stat. Methods Appl.
Marco Riani, Andrea Cerioli, Bruno Chiandotto
2005 — conf
Robust Transformations and Outlier Detection with Autocorrelated Data.
GfKl
Andrea Cerioli, Marco Riani
2004 J jnl
The forward search and data visualisation.
Comput. Stat.
Anthony C. Atkinson, Marco Riani
2002 — conf
Robust Time Series Analysis through the Forward Search.
COMPSTAT
Luigi Grossi, Marco Riani
2000 J jnl
Robust Diagnostic Data Analysis: Transformations in Regression.
Technometrics
Marco Riani, Anthony C. Atkinson