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2020 – today
- 2024
[j28]Marco Riani
, Anthony C. Atkinson, Aldo Corbellini:
Robust Transformations for Multiple Regression via Additivity and Variance Stabilization. J. Comput. Graph. Stat. 33(1): 85-100 (2024)- [j27]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): 303-309 (2024) - 2022
- [j26]Luis Angel García-Escudero, Agustín Mayo-Íscar, Marco Riani:
Constrained parsimonious model-based clustering. Stat. Comput. 32(1): 2 (2022) - 2020
- [j25]Marco Riani, Anthony C. Atkinson, Aldo Corbellini, Domenico Perrotta:
Robust Regression with Density Power Divergence: Theory, Comparisons, and Data Analysis. Entropy 22(4): 399 (2020) - [j24]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): 926 (2020) - [j23]Luis Angel García-Escudero, Agustín Mayo-Íscar, Marco Riani:
Model-based clustering with determinant-and-shape constraint. Stat. Comput. 30(5): 1363-1380 (2020)
2010 – 2019
- 2019
- [j22]Francesca Torti, Domenico Perrotta, Marco Riani, Andrea Cerioli:
Assessing trimming methodologies for clustering linear regression data. Adv. Data Anal. Classif. 13(1): 227-257 (2019) - [j21]Marco Riani, Anthony C. Atkinson, Andrea Cerioli, Aldo Corbellini:
Efficient robust methods via monitoring for clustering and multivariate data analysis. Pattern Recognit. 88: 246-260 (2019) - 2018
- [j20]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): 559-587 (2018) - [j19]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): 661-666 (2018) - 2016
- [j18]Anthony C. Atkinson, Marco Riani, Francesca Torti:
Robust methods for heteroskedastic regression. Comput. Stat. Data Anal. 104: 209-222 (2016) - 2015
- [j17]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): 461-481 (2015) - [j16]Aldo Corbellini, Marco Riani, Anthony C. Atkinson:
Hubert, Rousseeuw and Segaert: multivariate functional outlier detection. Stat. Methods Appl. 24(2): 257-261 (2015) - 2014
- [j15]Andrea Cerioli, Alessio Farcomeni, Marco Riani:
Strong consistency and robustness of the Forward Search estimator of multivariate location and scatter. J. Multivar. Anal. 126: 167-183 (2014) - 2013
- [j14]Andrea Cerioli, Alessio Farcomeni, Marco Riani:
Robust distances for outlier-free goodness-of-fit testing. Comput. Stat. Data Anal. 65: 29-45 (2013) - [j13]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): 551-561 (2013) - [c5]Anthony C. Atkinson, Andrea Cerioli, Gianluca Morelli, Marco Riani:
Finding the Number of Disparate Clusters with Background Contamination. ECDA 2013: 29-42 - [p2]Andrea Cerioli, Marco Riani, Francesca Torti:
Size and Power of Multivariate Outlier Detection Rules. Algorithms from and for Nature and Life 2013: 3-17 - [p1]Jukka Heikkonen, Domenico Perrotta, Marco Riani, Francesca Torti:
Issues on Clustering and Data Gridding. Classification and Data Mining 2013: 37-44 - 2012
- [j12]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): 2501-2512 (2012) - [j11]Tiziano Bellini, Marco Riani:
Robust analysis of default intensity. Comput. Stat. Data Anal. 56(11): 3276-3285 (2012) - [c4]Marco Turchi, Domenico Perrotta, Marco Riani, Andrea Cerioli:
Robustness Issues in Text Mining. SMPS 2012: 263-272 - 2010
- [j10]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): 85-87 (2010) - [j9]Marco Riani, Anthony C. Atkinson:
Robust model selection with flexible trimming. Comput. Stat. Data Anal. 54(12): 3300-3312 (2010)
2000 – 2009
- 2009
- [j8]Domenico Perrotta, Marco Riani, Francesca Torti:
New robust dynamic plots for regression mixture detection. Adv. Data Anal. Classif. 3(3): 263-279 (2009) - [j7]Andrea Cerioli, Marco Riani, Anthony C. Atkinson:
Controlling the size of multivariate outlier tests with the MCD estimator of scatter. Stat. Comput. 19(3): 341-353 (2009) - 2007
- [j6]Marco Riani, Anthony C. Atkinson:
Fast calibrations of the forward search for testing multiple outliers in regression. Adv. Data Anal. Classif. 1(2): 123-141 (2007) - [j5]Anthony C. Atkinson, Marco Riani:
Building Regression Models with the Forward Search. J. Comput. Inf. Technol. 15(4): 287-294 (2007) - [j4]Anthony C. Atkinson, Marco Riani:
Exploratory tools for clustering multivariate data. Comput. Stat. Data Anal. 52(1): 272-285 (2007) - [j3]Marco Riani, Andrea Cerioli, Bruno Chiandotto:
Special issue on robust multivariate analysis and classification. Stat. Methods Appl. 15(3): 267-269 (2007) - [c3]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: 271-286 - 2005
- [c2]Andrea Cerioli, Marco Riani:
Robust Transformations and Outlier Detection with Autocorrelated Data. GfKl 2005: 262-269 - 2004
- [j2]Anthony C. Atkinson, Marco Riani:
The forward search and data visualisation. Comput. Stat. 19(1): 29-54 (2004) - 2002
- [c1]Luigi Grossi, Marco Riani:
Robust Time Series Analysis through the Forward Search. COMPSTAT 2002: 521-526 - 2000
- [j1]Marco Riani, Anthony C. Atkinson:
Robust Diagnostic Data Analysis: Transformations in Regression. Technometrics 42(4): 384-394 (2000)
Coauthor Index
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