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Advances in Data Analysis and Classification. ADAC

Theory, Methods, and Applications in Data Science

Short Title: Adv. Data Anal. Classif., ADAC
Publisher: Springer, Berlin/Heidelberg
ISSN: 1862-5347; 1862-5355/e
Online: https://link.springer.com/journal/11634/volumes-and-issues
Comments: Journal; Indexed cover-to-cover
Documents Indexed: 485 Publications (since 2007)
References Indexed: 454 Publications with 17,357 References.
all top 5

Authors

18 Vichi, Maurizio
14 Okada, Akinori
12 McNicholas, Paul D.
11 Kestler, Hans A.
10 Bock, Hans-Hermann
10 Weihs, Claus
9 Gaul, Wolfgang
9 Ingrassia, Salvatore
8 Cerioli, Andrea
8 García-Escudero, Luis Angel
8 Warrens, Matthijs J.
7 Filzmoser, Peter
7 Mayo-Iscar, Agustin
6 Browne, Ryan P.
6 Melnykov, Volodymyr
6 Murphy, Thomas Brendan
6 Vermunt, Jeroen K.
5 Hand, David J.
5 Riani, Marco
5 Saporta, Gilbert
5 Tutz, Gerhard E.
4 Bartolucci, Francesco
4 Bouveyron, Charles
4 Brito, Paula
4 Frühwirth-Schnatter, Sylvia
4 Gordaliza, Alfonso
4 Govaert, Gérard
4 Hennig, Christian
4 Iannario, Maria
4 Jacques, Julien
4 Lillo, Rosa Elvira
4 Lin, Tsung I.
4 McLachlan, Geoffrey John
4 Nadif, Mohamed
4 Niang, Ndèye
4 Perrotta, Domenico
4 Scrucca, Luca
4 Takane, Yoshio
4 Wang, Huiwen
4 Wilhelm, Adalbert F. X.
3 Bacci, Silvia
3 Baier, Daniel
3 Batagelj, Vladimir
3 Biernacki, Christophe
3 Carrizosa, Emilio
3 Davino, Cristina
3 de Rooij, Mark
3 Gallaugher, Michael P. B.
3 Groenen, Patrick J. F.
3 Guénoche, Alain
3 Hwang, Heungsun
3 Lausser, Ludwig
3 Le Thi, Hoai An
3 Michael, Semhar
3 Montanari, Angela
3 Pandolfi, Silvia
3 Pham Dinh Tao
3 Piccolo, Domenico
3 Punzo, Antonio
3 Ritter, Gunter
3 Rousseeuw, Peter J.
3 Simó, Amelia
3 Torti, Francesca
3 Tortora, Cristina
3 Verde, Rosanna
3 Verdonck, Tim
3 Wang, Wan-Lun
3 Yamashita, Naoto
3 Yao, Weixin
2 Adachi, Kohei
2 Adams, Niall M.
2 Adler, Werner
2 Aguilera, Ana M.
2 Aknin, Patrice
2 Anagnostopoulos, Christoforos
2 Audigier, Vincent
2 Bellini, Tiziano
2 Berger, Moritz
2 Blanco, Víctor
2 Blanquero, Rafael
2 Bougeard, Stéphanie
2 Bouguila, Nizar
2 Boulesteix, Anne-Laure Isabeau
2 Boulle, Marc
2 Bove, Giuseppe
2 Breiteneder, Christian J.
2 Brodinová, Šárka
2 Bry, Xavier
2 Cárcamo, Javier
2 Cavicchia, Carlo
2 Celeux, Gilles
2 Ceroli, Andrea
2 Chacón, José E.
2 Côme, Etienne
2 Corander, Jukka
2 Dean, Nema
2 Di Mari, Roberto
2 Diatta, Jean
2 Diday, Edwin
2 Dolce, Pasquale
...and 811 more Authors

Publications by Year

Citations contained in zbMATH Open

303 Publications have been cited 1,596 times in 1,120 Documents Cited by Year
On mixtures of skew normal and skew \(t\)-distributions. Zbl 1273.62115
Lee, Sharon X.; McLachlan, Geoffrey J.
76
2013
Functional data clustering: a survey. Zbl 1414.62018
Jacques, Julien; Preda, Cristian
51
2014
Methods for merging Gaussian mixture components. Zbl 1306.62141
Hennig, Christian
48
2010
A review of robust clustering methods. Zbl 1284.62375
García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín
41
2010
Model-based clustering of time series in group-specific functional subspaces. Zbl 1274.62416
Bouveyron, Charles; Jacques, Julien
40
2011
A DC programming approach for feature selection in support vector machines learning. Zbl 1284.90057
Le Thi, Hoai An; Le, Hoai Minh; Nguyen, Van Vinh; Dinh, Tao Pham
38
2008
Clustering and classification via cluster-weighted factor analyzers. Zbl 1271.62137
Subedi, Sanjeena; Punzo, Antonio; Ingrassia, Salvatore; McNicholas, Paul D.
33
2013
Fast algorithms for determining (generalized) core groups in social networks. Zbl 1284.05252
Batagelj, Vladimir; Zaveršnik, Matjaž
32
2011
Least squares estimation of linear regression models for convex compact random sets. Zbl 1131.62058
González-Rodríguez, Gil; Blanco, Ángela; Corral, Norberto; Colubi, Ana
29
2007
Estimating common principal components in high dimensions. Zbl 1474.62183
Browne, Ryan P.; McNicholas, Paul D.
21
2014
A mixture of generalized hyperbolic factor analyzers. Zbl 1414.62278
Tortora, Cristina; McNicholas, Paul D.; Browne, Ryan P.
18
2016
Simplicial band depth for multivariate functional data. Zbl 1414.62066
López-Pintado, Sara; Sun, Ying; Lin, Juan K.; Genton, Marc G.
18
2014
Trimming algorithms for clustering contaminated grouped data and their robustness. Zbl 1284.62372
Gallegos, María Teresa; Ritter, Gunter
18
2009
Model-based clustering and segmentation of time series with changes in regime. Zbl 1274.62427
Samé, Allou; Chamroukhi, Faicel; Govaert, Gérard; Aknin, Patrice
17
2011
Mutual information, phi-squared and model-based co-clustering for contingency tables. Zbl 1416.62309
Govaert, Gérard; Nadif, Mohamed
17
2018
Mixtures of skewed matrix variate bilinear factor analyzers. Zbl 1474.62227
Gallaugher, Michael P. B.; McNicholas, Paul D.
16
2020
Studying crime trends in the USA over the years 2000–2012. Zbl 1459.62220
Melnykov, Volodymyr; Zhu, Xuwen
15
2019
A simulation study to compare robust clustering methods based on mixtures. Zbl 1284.62366
Coretto, Pietro; Hennig, Christian
15
2010
Robust classification for skewed data. Zbl 1284.62378
Hubert, Mia; Van der Veeken, Stephan
15
2010
Inequalities between multi-rater kappas. Zbl 1284.62338
Warrens, Matthijs J.
15
2010
Panel data analysis: a survey on model-based clustering of time series. Zbl 1274.62591
Frühwirth-Schnatter, Sylvia
14
2011
Robust clustering around regression lines with high density regions. Zbl 1474.62217
Cerioli, Andrea; Perrotta, Domenico
13
2014
A constrained robust proposal for mixture modeling avoiding spurious solutions. Zbl 1459.62110
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.
13
2014
From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. Zbl 1474.62225
Frühwirth-Schnatter, Sylvia; Malsiner-Walli, Gertraud
13
2019
Multivariate and functional classification using depth and distance. Zbl 1414.62247
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter
13
2017
Preliminary estimators for a mixture model of ordinal data. Zbl 1254.62004
Iannario, Maria
12
2012
Adaptive dissimilarity index for measuring time series proximity. Zbl 1131.62078
Douzal Chouakria, Ahlame; Naidu Nagabhushan, Panduranga
12
2007
Variational Bayes approximations for clustering via mixtures of normal inverse Gaussian distributions. Zbl 1459.62122
Subedi, Sanjeena; McNicholas, Paul D.
12
2014
Fuzzy spectral clustering by PCCA+: application to Markov state models and data classification. Zbl 1273.62145
Röblitz, Susanna; Weber, Marcus
12
2013
A clustering ensemble framework based on elite selection of weighted clusters. Zbl 1267.62076
Parvin, Hamid; Minaei-Bidgoli, Behrouz
12
2013
Clustering of financial time series in risky scenarios. Zbl 1414.62241
Durante, Fabrizio; Pappadà, Roberta; Torelli, Nicola
12
2014
Trimmed fuzzy clustering for interval-valued data. Zbl 1414.62242
D’Urso, Pierpaolo; De Giovanni, Livia; Massari, Riccardo
12
2015
Basic statistics for distributional symbolic variables: a new metric-based approach. Zbl 1414.62017
Irpino, Antonio; Verde, Rosanna
12
2015
Fast calibrations of the forward search for testing multiple outliers in regression. Zbl 1301.62069
Riani, Marco; Atkinson, Anthony C.
12
2007
Discrimination with jointly equicorrelated multi-level multivariate data. Zbl 1182.62142
Roy, Anuradha; Leiva, Ricardo
11
2007
Dimension reduction for model-based clustering via mixtures of multivariate \(t\)-distributions. Zbl 1273.62141
Morris, Katherine; McNicholas, Paul D.; Scrucca, Luca
11
2013
Model based clustering for mixed data: clustMD. Zbl 1414.62254
McParland, Damien; Gormley, Isobel Claire
11
2016
Mixture models for ordinal responses to account for uncertainty of choice. Zbl 1414.62019
Tutz, Gerhard; Schneider, Micha; Iannario, Maria; Piccolo, Domenico
11
2017
Classifying real-world data with the \(DD\alpha\)-procedure. Zbl 1414.62258
Mozharovskyi, Pavlo; Mosler, Karl; Lange, Tatjana
11
2015
Improved initialisation of model-based clustering using Gaussian hierarchical partitions. Zbl 1414.62272
Scrucca, Luca; Raftery, Adrian E.
10
2015
A latent variables approach for clustering mixed binary and continuous variables within a Gaussian mixture model. Zbl 1284.62384
Morlini, Isabella
9
2012
Model-based clustering of probability density functions. Zbl 1273.62140
Montanari, Angela; Calò, Daniela G.
9
2013
Varying uncertainty in CUB models. Zbl 1414.62327
Gottard, Anna; Iannario, Maria; Piccolo, Domenico
9
2016
A uniform framework for the combination of penalties in generalized structured models. Zbl 1414.62321
Oelker, Margret-Ruth; Tutz, Gerhard
9
2017
Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library. Zbl 1414.62267
Riani, Marco; Cerioli, Andrea; Perrotta, Domenico; Torti, Francesca
9
2015
The \(k\)-step spatial sign covariance matrix. Zbl 1284.62367
Croux, C.; Dehon, C.; Yadine, A.
9
2010
Bayesian unsupervised classification framework based on stochastic partitions of data and a parallel search strategy. Zbl 1231.62031
Corander, Jukka; Gyllenberg, Mats; Koski, Timo
8
2009
Correcting Jaccard and other similarity indices for chance agreement in cluster analysis. Zbl 1274.62414
Albatineh, Ahmed N.
8
2011
Clustering of functional data in a low-dimensional subspace. Zbl 1254.62077
Yamamoto, Michio
8
2012
A comparison of some criteria for states selection in the latent Markov model for longitudinal data. Zbl 1459.62103
Bacci, S.; Pandolfi, S.; Pennoni, F.
8
2014
Interpretable clustering using unsupervised binary trees. Zbl 1267.62075
Fraiman, Ricardo; Ghattas, Badih; Svarc, Marcela
8
2013
Finite mixture of regression models for censored data based on scale mixtures of normal distributions. Zbl 1474.62259
Zeller, Camila Borelli; Cabral, Celso Rômulo Barbosa; Lachos, Víctor Hugo; Benites, Luis
8
2019
Variable selection in model-based clustering and discriminant analysis with a regularization approach. Zbl 1474.62216
Celeux, Gilles; Maugis-Rabusseau, Cathy; Sedki, Mohammed
8
2019
Quantile regression with group Lasso for classification. Zbl 1414.62318
Hashem, Hussein; Vinciotti, Veronica; Alhamzawi, Rahim; Yu, Keming
8
2016
Clustering of time series using quantile autocovariances. Zbl 1414.62372
Lafuente-Rego, Borja; Vilar, José A.
8
2016
Lasso-constrained regression analysis for interval-valued data. Zbl 1414.62305
Giordani, Paolo
8
2015
Model selection for Gaussian latent block clustering with the integrated classification likelihood. Zbl 1416.62349
Lomet, Aurore; Govaert, Gérard; Grandvalet, Yves
7
2018
Signal classification with a point process distance on the space of persistence diagrams. Zbl 1416.94030
Marchese, Andrew; Maroulas, Vasileios
7
2018
A Lasso-penalized BIC for mixture model selection. Zbl 1474.62212
Bhattacharya, Sakyajit; McNicholas, Paul D.
7
2014
A novel method for forecasting time series based on fuzzy logic and visibility graph. Zbl 1414.40004
Zhang, Rong; Ashuri, Baabak; Deng, Yong
7
2017
Modeling and forecasting interval time series with threshold models. Zbl 1414.62076
Rodrigues, Paulo M. M.; Salish, Nazarii
7
2015
Transfer distance between partitions. Zbl 1284.05319
Denœud, Lucile
7
2008
Consensus of partitions: a constructive approach. Zbl 1253.68258
Guénoche, Alain
6
2011
Multiple imputation in principal component analysis. Zbl 1274.62409
Josse, Julie; Pagès, Jérôme; Husson, François
6
2011
Cohen’s linearly weighted kappa is a weighted average. Zbl 1284.62348
Warrens, Matthijs J.
6
2012
Cohen’s weighted kappa with additive weights. Zbl 1271.62128
Warrens, Matthijs J.
6
2013
Ensemble of a subset of \(k\)NN classifiers. Zbl 1416.62338
Gul, Asma; Perperoglou, Aris; Khan, Zardad; Mahmoud, Osama; Miftahuddin, Miftahuddin; Adler, Werner; Lausen, Berthold
6
2018
Archetypal shapes based on landmarks and extension to handle missing data. Zbl 1416.62326
Epifanio, Irene; Ibáñez, María Victoria; Simó, Amelia
6
2018
Generalised linear model trees with global additive effects. Zbl 1474.62269
Seibold, Heidi; Hothorn, Torsten; Zeileis, Achim
6
2019
Assessing trimming methodologies for clustering linear regression data. Zbl 1459.62010
Torti, Francesca; Perrotta, Domenico; Riani, Marco; Cerioli, Andrea
6
2019
A principal component method to impute missing values for mixed data. Zbl 1414.62206
Audigier, Vincent; Husson, François; Josse, Julie
6
2016
Semi-supervised model-based clustering with positive and negative constraints. Zbl 1414.62255
Melnykov, Volodymyr; Melnykov, Igor; Michael, Semhar
6
2016
Model-based regression clustering for high-dimensional data: application to functional data. Zbl 1414.62238
Devijver, Emilie
6
2017
A fuzzy approach to robust regression clustering. Zbl 1414.62240
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
6
2017
Hierarchical clustering of asymmetric networks. Zbl 1414.91298
Carlsson, Gunnar; Mémoli, Facundo; Ribeiro, Alejandro; Segarra, Santiago
6
2018
Eigenvalues and constraints in mixture modeling: geometric and computational issues. Zbl 1414.62071
García-Escudero, Luis Angel; Gordaliza, Alfonso; Greselin, Francesca; Ingrassia, Salvatore; Mayo-Iscar, Agustín
6
2018
New insights on permutation approach for hypothesis testing on functional data. Zbl 1414.62142
Corain, Livio; Melas, Viatcheslav B.; Pepelyshev, Andrey; Salmaso, Luigi
6
2014
Enhancing the selection of a model-based clustering with external categorical variables. Zbl 1414.62226
Baudry, Jean-Patrick; Cardoso, Margarida; Celeux, Gilles; Amorim, Maria José; Ferreira, Ana Sousa
6
2015
Mixture model averaging for clustering. Zbl 1414.62283
Wei, Yuhong; McNicholas, Paul D.
6
2015
Robust model-based clustering via mixtures of skew-\(t\) distributions with missing information. Zbl 1414.62191
Wang, Wan-Lun; Lin, Tsung-I
6
2015
Fuzzy clustering based on nonconvex optimisation approaches using difference of convex (DC) functions algorithms. Zbl 1301.90072
An, Le Thi Hoai; Le, Hoai Minh; Pham, Dinh Tao
6
2007
A cost-sensitive constrained Lasso. Zbl 07363868
Blanquero, Rafael; Carrizosa, Emilio; Ramírez-Cobo, Pepa; Sillero-Denamiel, M. Remedios
6
2021
The influence function of the TCLUST robust clustering procedure. Zbl 1255.62182
Ruwet, C.; García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.
5
2012
Sensory analysis in the food industry as a tool for marketing decisions. Zbl 1257.62124
Iannario, Maria; Manisera, Marica; Piccolo, Domenico; Zuccolotto, Paola
5
2012
A computationally fast variable importance test for random forests for high-dimensional data. Zbl 1416.62606
Janitza, Silke; Celik, Ender; Boulesteix, Anne-Laure
5
2018
Robust clustering for functional data based on trimming and constraints. Zbl 1474.62166
Rivera-García, Diego; García-Escudero, Luis A.; Mayo-Iscar, Agustín; Ortega, Joaquín
5
2019
The \(k\)-means algorithm for 3D shapes with an application to apparel design. Zbl 1414.62295
Vinué, Guillermo; Simó, Amelia; Alemany, Sandra
5
2016
Linear regression for numeric symbolic variables: a least squares approach based on Wasserstein distance. Zbl 1414.62306
Irpino, Antonio; Verde, Rosanna
5
2015
Maximum likelihood estimation of Gaussian mixture models without matrix operations. Zbl 1416.65046
Nguyen, Hien D.; McLachlan, Geoffrey J.
5
2015
Generalized marginal homogeneity model and its relation to marginal equimoments for square contingency tables with ordered categories. Zbl 1284.62337
Tahata, Kouji; Tomizawa, Sadao
5
2008
Variable selection in model-based clustering using multilocus genotype data. Zbl 1284.62397
Toussile, Wilson; Gassiat, Elisabeth
5
2009
Tests of ignoring and eliminating in nonsymmetric correspondence analysis. Zbl 1306.62136
Takane, Yoshio; Jung, Sunho
5
2009
Regularized fuzzy clusterwise ridge regression. Zbl 1306.62166
Suk, Hye Won; Hwang, Heungsun
5
2010
Finite mixture modeling of censored and missing data using the multivariate skew-normal distribution. Zbl 07630551
de Alencar, Francisco H. C.; Galarza, Christian E.; Matos, Larissa A.; Lachos, Victor H.
5
2022
Gaussian parsimonious clustering models with covariates and a noise component. Zbl 1474.62240
Murphy, Keefe; Murphy, Thomas Brendan
5
2020
Adaptation of interval PCA to symbolic histogram variables. Zbl 1255.62173
Makosso-Kallyth, Sun; Diday, Edwin
4
2012
A note on consistency improvements of AHP paired comparison data. Zbl 1254.90082
Gaul, Wolfgang; Gastes, Dominic
4
2012
Sparsest factor analysis for clustering variables: a matrix decomposition approach. Zbl 1416.62319
Adachi, Kohei; Trendafilov, Nickolay T.
4
2018
Non-symmetrical composite-based path modeling. Zbl 1416.62374
Dolce, Pasquale; Vinzi, Vincenzo Esposito; Lauro, Natale Carlo
4
2018
Outlier detection in interval data. Zbl 1416.62390
Duarte Silva, A. Pedro; Filzmoser, Peter; Brito, Paula
4
2018
Minimum adjusted Rand index for two clusterings of a given size. Zbl 07702475
Chacón, José E.; Rastrojo, Ana I.
1
2023
Clustering with missing data: which equivalent for Rubin’s rules? Zbl 07739769
Audigier, Vincent; Niang, Ndèye
1
2023
Finite mixture modeling of censored and missing data using the multivariate skew-normal distribution. Zbl 07630551
de Alencar, Francisco H. C.; Galarza, Christian E.; Matos, Larissa A.; Lachos, Victor H.
5
2022
An empirical comparison and characterisation of nine popular clustering methods. Zbl 07538949
Hennig, Christian
2
2022
Robust logistic zero-sum regression for microbiome compositional data. Zbl 07597418
Monti, G. S.; Filzmoser, P.
2
2022
Mixed Deep Gaussian Mixture Model: a clustering model for mixed datasets. Zbl 07538943
Fuchs, Robin; Pommeret, Denys; Viroli, Cinzia
1
2022
Multivariate cluster weighted models using skewed distributions. Zbl 07538945
Gallaugher, Michael P. B.; Tomarchio, Salvatore D.; McNicholas, Paul D.; Punzo, Antonio
1
2022
Strong consistency of the MLE under two-parameter Gamma mixture models with a structural scale parameter. Zbl 07538946
He, Mingxing; Chen, Jiahua
1
2022
Robust optimal classification trees under noisy labels. Zbl 07538947
Blanco, Victor; Japón, Alberto; Puerto, Justo
1
2022
Robust clustering of functional directional data. Zbl 07538948
Álvarez-Esteban, Pedro C.; García-Escudero, Luis A.
1
2022
Robust clustering via mixtures of \(t\) factor analyzers with incomplete data. Zbl 07630555
Wang, Wan-Lun; Lin, Tsung I.
1
2022
How many data clusters are in the galaxy data set? Bayesian cluster analysis in action. Zbl 07597419
Grün, Bettina; Malsiner-Walli, Gertraud; Frühwirth-Schnatter, Sylvia
1
2022
Quantile composite-based path modeling: algorithms, properties and applications. Zbl 07703092
Dolce, Pasquale; Davino, Cristina; Vistocco, Domenico
1
2022
The minimum weighted covariance determinant estimator for high-dimensional data. Zbl 07703094
Kalina, Jan; Tichavský, Jan
1
2022
Least-squares bilinear clustering of three-way data. Zbl 07703095
Schoonees, Pieter C.; Groenen, Patrick J. F.; van de Velden, Michel
1
2022
A cost-sensitive constrained Lasso. Zbl 07363868
Blanquero, Rafael; Carrizosa, Emilio; Ramírez-Cobo, Pepa; Sillero-Denamiel, M. Remedios
6
2021
Estimating the class prior for positive and unlabelled data via logistic regression. Zbl 07538939
Łazęcka, Małgorzata; Mielniczuk, Jan; Teisseyre, Paweł
4
2021
From-below Boolean matrix factorization algorithm based on MDL. Zbl 07363864
Makhalova, Tatiana; Trnecka, Martin
3
2021
M-estimators and trimmed means: from Hilbert-valued to fuzzy set-valued data. Zbl 07363874
Sinova, Beatriz; Van Aelst, Stefan; Terán, Pedro
3
2021
Robust archetypoids for anomaly detection in big functional data. Zbl 07363880
Vinue, Guillermo; Epifanio, Irene
3
2021
Mixtures of factor analyzers with scale mixtures of fundamental skew normal distributions. Zbl 07363882
Lee, Sharon X.; Lin, Tsung-I.; McLachlan, Geoffrey J.
3
2021
Hierarchical clustering with discrete latent variable models and the integrated classification likelihood. Zbl 07538936
Côme, Etienne; Jouvin, Nicolas; Latouche, Pierre; Bouveyron, Charles
2
2021
Sparse group fused Lasso for model segmentation: a hybrid approach. Zbl 07433033
Degras, David
2
2021
Functional data clustering by projection into latent generalized hyperbolic subspaces. Zbl 07433036
Sharp, Alex; Browne, Ryan
2
2021
Clustering of modal-valued symbolic data. Zbl 07363883
Kejžar, Nataša; Korenjak-Černe, Simona; Batagelj, Vladimir
2
2021
Robust regression with compositional covariates including cellwise outliers. Zbl 07538933
Štefelová, Nikola; Alfons, Andreas; Palarea-Albaladejo, Javier; Filzmoser, Peter; Hron, Karel
1
2021
Nonlinear dimension reduction for conditional quantiles. Zbl 07538935
Christou, Eliana; Settle, Annabel; Artemiou, Andreas
1
2021
REMAXINT: a two-mode clustering-based method for statistical inference on two-way interaction. Zbl 07538937
Ahmed, Zaheer; Cassese, Alberto; van Breukelen, Gerard; Schepers, Jan
1
2021
Consensus among preference rankings: a new weighted correlation coefficient for linear and weak orderings. Zbl 07538938
Plaia, Antonella; Buscemi, Simona; Sciandra, Mariangela
1
2021
Adaptive sparse group LASSO in quantile regression. Zbl 07433030
Mendez-Civieta, Alvaro; Aguilera-Morillo, M. Carmen; Lillo, Rosa E.
1
2021
Better than the best? Answers via model ensemble in density-based clustering. Zbl 07433032
Casa, Alessandro; Scrucca, Luca; Menardi, Giovanna
1
2021
Robust semiparametric inference for polytomous logistic regression with complex survey design. Zbl 07433035
Castilla, Elena; Ghosh, Abhik; Martin, Nirian; Pardo, Leandro
1
2021
Sparse principal component regression via singular value decomposition approach. Zbl 07433038
Kawano, Shuichi
1
2021
Interval forecasts based on regression trees for streaming data. Zbl 07363863
Zhao, Xin; Barber, Stuart; Taylor, Charles C.; Milan, Zoka
1
2021
Regime dependent interconnectedness among fuzzy clusters of financial time series. Zbl 07363876
De Luca, Giovanni; Zuccolotto, Paola
1
2021
Mixtures of skewed matrix variate bilinear factor analyzers. Zbl 1474.62227
Gallaugher, Michael P. B.; McNicholas, Paul D.
16
2020
Gaussian parsimonious clustering models with covariates and a noise component. Zbl 1474.62240
Murphy, Keefe; Murphy, Thomas Brendan
5
2020
Ensemble of optimal trees, random forest and random projection ensemble classification. Zbl 1459.62115
Khan, Zardad; Gul, Asma; Perperoglou, Aris; Miftahuddin, Miftahuddin; Mahmoud, Osama; Adler, Werner; Lausen, Berthold
4
2020
Optimal arrangements of hyperplanes for SVM-based multiclass classification. Zbl 1474.62213
Blanco, Víctor; Japón, Alberto; Puerto, Justo
4
2020
A robust approach to model-based classification based on trimming and constraints. Semi-supervised learning in presence of outliers and label noise. Zbl 1474.62215
Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan
4
2020
The ultrametric correlation matrix for modelling hierarchical latent concepts. Zbl 1459.62097
Cavicchia, Carlo; Vichi, Maurizio; Zaccaria, Giorgia
4
2020
A stable cardinality distance for topological classification. Zbl 1474.62238
Maroulas, Vasileios; Micucci, Cassie Putman; Spannaus, Adam
3
2020
Semiparametric mixtures of regressions with single-index for model based clustering. Zbl 1474.62137
Xiang, Sijia; Yao, Weixin
2
2020
Mixtures of Dirichlet-multinomial distributions for supervised and unsupervised classification of short text data. Zbl 1459.62102
Anderlucci, Laura; Viroli, Cinzia
2
2020
On the use of quantile regression to deal with heterogeneity: the case of multi-block data. Zbl 1474.62122
Davino, Cristina; Romano, Rosaria; Vistocco, Domenico
2
2020
Sparse classification with paired covariates. Zbl 1459.62007
Rauschenberger, Armin; Ciocănea-Teodorescu, Iuliana; Jonker, Marianne A.; Menezes, Renée X.; van de Wiel, Mark A.
1
2020
Familywise decompositions of Pearson’s chi-square statistic in the analysis of contingency tables. Zbl 1499.62186
Lombardo, Rosaria; Takane, Yoshio; Beh, Eric J.
1
2020
Learning a metric when clustering data points in the presence of constraints. Zbl 1474.30037
Abin, Ahmad Ali; Bashiri, Mohammad Ali; Beigy, Hamid
1
2020
A fragmented-periodogram approach for clustering big data time series. Zbl 1474.62214
Caiado, Jorge; Crato, Nuno; Poncela, Pilar
1
2020
Seemingly unrelated clusterwise linear regression. Zbl 1474.62267
Galimberti, Giuliano; Soffritti, Gabriele
1
2020
Mixture modeling of data with multiple partial right-censoring levels. Zbl 1459.62183
Michael, Semhar; Miljkovic, Tatjana; Melnykov, Volodymyr
1
2020
Data generation for composite-based structural equation modeling methods. Zbl 1474.62188
Schlittgen, Rainer; Sarstedt, Marko; Ringle, Christian M.
1
2020
Editable machine learning models? A rule-based framework for user studies of explainability. Zbl 1459.68203
Vojíř, Stanislav; Kliegr, Tomáš
1
2020
A comparison of instance-level counterfactual explanation algorithms for behavioral and textual data: SEDC, LIME-C and SHAP-C. Zbl 1474.90384
Ramon, Yanou; Martens, David; Provost, Foster; Evgeniou, Theodoros
1
2020
Studying crime trends in the USA over the years 2000–2012. Zbl 1459.62220
Melnykov, Volodymyr; Zhu, Xuwen
15
2019
From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. Zbl 1474.62225
Frühwirth-Schnatter, Sylvia; Malsiner-Walli, Gertraud
13
2019
Finite mixture of regression models for censored data based on scale mixtures of normal distributions. Zbl 1474.62259
Zeller, Camila Borelli; Cabral, Celso Rômulo Barbosa; Lachos, Víctor Hugo; Benites, Luis
8
2019
Variable selection in model-based clustering and discriminant analysis with a regularization approach. Zbl 1474.62216
Celeux, Gilles; Maugis-Rabusseau, Cathy; Sedki, Mohammed
8
2019
Generalised linear model trees with global additive effects. Zbl 1474.62269
Seibold, Heidi; Hothorn, Torsten; Zeileis, Achim
6
2019
Assessing trimming methodologies for clustering linear regression data. Zbl 1459.62010
Torti, Francesca; Perrotta, Domenico; Riani, Marco; Cerioli, Andrea
6
2019
Robust clustering for functional data based on trimming and constraints. Zbl 1474.62166
Rivera-García, Diego; García-Escudero, Luis A.; Mayo-Iscar, Agustín; Ortega, Joaquín
5
2019
Directional co-clustering. Zbl 1474.62244
Salah, Aghiles; Nadif, Mohamed
4
2019
Subspace clustering for the finite mixture of generalized hyperbolic distributions. Zbl 1474.62187
Kim, Nam-Hwui; Browne, Ryan
4
2019
On support vector machines under a multiple-cost scenario. Zbl 1474.62211
Benítez-Peña, Sandra; Blanquero, Rafael; Carrizosa, Emilio; Ramírez-Cobo, Pepa
4
2019
Greedy Gaussian segmentation of multivariate time series. Zbl 1459.62170
Hallac, David; Nystrup, Peter; Boyd, Stephen
4
2019
Mixture model modal clustering. Zbl 1474.62218
Chacón, José E.
4
2019
A classification tree approach for the modeling of competing risks in discrete time. Zbl 1474.62382
Berger, Moritz; Welchowski, Thomas; Schmitz-Valckenberg, Steffen; Schmid, Matthias
4
2019
Weighted distance-based trees for ranking data. Zbl 1459.62119
Plaia, Antonella; Sciandra, Mariangela
3
2019
Robust and sparse \(k\)-means clustering for high-dimensional data. Zbl 1459.62106
Brodinová, Šárka; Filzmoser, Peter; Ortner, Thomas; Breiteneder, Christian; Rohm, Maia
3
2019
A two-stage sparse logistic regression for optimal gene selection in high-dimensional microarray data classification. Zbl 1474.62273
Algamal, Zakariya Yahya; Lee, Muhammad Hisyam
2
2019
Variable selection in discriminant analysis for mixed continuous-binary variables and several groups. Zbl 1474.62239
Mbina Mbina, Alban; Nkiet, Guy Martial; Eyi Obiang, Fulgence
2
2019
Unifying data units and models in (co-)clustering. Zbl 1459.62105
Biernacki, Christophe; Lourme, Alexandre
2
2019
Clustering via finite nonparametric ICA mixture models. Zbl 1474.62264
Zhu, Xiaotian; Hunter, David R.
2
2019
Finite mixtures, projection pursuit and tensor rank: a triangulation. Zbl 1466.62355
Loperfido, Nicola
2
2019
sARI: a soft agreement measure for class partitions incorporating assignment probabilities. Zbl 1474.62224
Flynt, Abby; Dean, Nema; Nugent, Rebecca
2
2019
Orthogonal nonnegative matrix tri-factorization based on Tweedie distributions. Zbl 1488.62083
Abe, Hiroyasu; Yadohisa, Hiroshi
2
2019
Convex clustering for binary data. Zbl 1459.62109
Choi, Hosik; Lee, Seokho
2
2019
Bayesian shrinkage in mixture-of-experts models: identifying robust determinants of class membership. Zbl 1474.62088
Zens, Gregor
2
2019
Finite mixture-of-gamma distributions: estimation, inference, and model-based clustering. Zbl 1474.62043
Young, Derek S.; Chen, Xi; Hewage, Dilrukshi C.; Nilo-Poyanco, Ricardo
2
2019
Investigating consumers’ store-choice behavior via hierarchical variable selection. Zbl 1459.62215
Sato, Toshiki; Takano, Yuichi; Nakahara, Takanobu
1
2019
Special issue on “Advances on model-based clustering and classification”. Preface by the guest editors. Zbl 1475.00049
1
2019
Finite mixture biclustering of discrete type multivariate data. Zbl 1474.62083
Fernández, Daniel; Arnold, Richard; Pledger, Shirley; Liu, Ivy; Costilla, Roy
1
2019
Linear components of quadratic classifiers. Zbl 1459.62104
Berrendero, José R.; Cárcamo, Javier
1
2019
Comparisons among several methods for handling missing data in principal component analysis (PCA). Zbl 1499.62201
Loisel, Sébastien; Takane, Yoshio
1
2019
New distance measures for classifying X-ray astronomy data into stellar classes. Zbl 1488.62224
Baíllo, Amparo; Cárcamo, Javier; Getman, Konstantin
1
2019
Model-based approach for household clustering with mixed scale variables. Zbl 1474.62439
Carmona, Christian; Nieto-Barajas, Luis; Canale, Antonio
1
2019
Exploration of the variability of variable selection based on distances between bootstrap sample results. Zbl 1459.62134
Hennig, Christian; Sauerbrei, Willi
1
2019
A Kendall correlation coefficient between functional data. Zbl 1459.62092
Valencia, Dalia; Lillo, Rosa E.; Romo, Juan
1
2019
Mutual information, phi-squared and model-based co-clustering for contingency tables. Zbl 1416.62309
Govaert, Gérard; Nadif, Mohamed
17
2018
Model selection for Gaussian latent block clustering with the integrated classification likelihood. Zbl 1416.62349
Lomet, Aurore; Govaert, Gérard; Grandvalet, Yves
7
2018
Signal classification with a point process distance on the space of persistence diagrams. Zbl 1416.94030
Marchese, Andrew; Maroulas, Vasileios
7
2018
Ensemble of a subset of \(k\)NN classifiers. Zbl 1416.62338
Gul, Asma; Perperoglou, Aris; Khan, Zardad; Mahmoud, Osama; Miftahuddin, Miftahuddin; Adler, Werner; Lausen, Berthold
6
2018
Archetypal shapes based on landmarks and extension to handle missing data. Zbl 1416.62326
Epifanio, Irene; Ibáñez, María Victoria; Simó, Amelia
6
2018
Hierarchical clustering of asymmetric networks. Zbl 1414.91298
Carlsson, Gunnar; Mémoli, Facundo; Ribeiro, Alejandro; Segarra, Santiago
6
2018
Eigenvalues and constraints in mixture modeling: geometric and computational issues. Zbl 1414.62071
García-Escudero, Luis Angel; Gordaliza, Alfonso; Greselin, Francesca; Ingrassia, Salvatore; Mayo-Iscar, Agustín
6
2018
A computationally fast variable importance test for random forests for high-dimensional data. Zbl 1416.62606
Janitza, Silke; Celik, Ender; Boulesteix, Anne-Laure
5
2018
Sparsest factor analysis for clustering variables: a matrix decomposition approach. Zbl 1416.62319
Adachi, Kohei; Trendafilov, Nickolay T.
4
2018
Non-symmetrical composite-based path modeling. Zbl 1416.62374
Dolce, Pasquale; Vinzi, Vincenzo Esposito; Lauro, Natale Carlo
4
2018
Outlier detection in interval data. Zbl 1416.62390
Duarte Silva, A. Pedro; Filzmoser, Peter; Brito, Paula
4
2018
A data driven equivariant approach to constrained Gaussian mixture modeling. Zbl 1414.62269
Rocci, Roberto; Gattone, Stefano Antonio; Di Mari, Roberto
4
2018
...and 203 more Documents
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Cited by 1,902 Authors

32 McNicholas, Paul D.
29 Punzo, Antonio
23 García-Escudero, Luis Angel
22 Mayo-Iscar, Agustin
21 McLachlan, Geoffrey John
20 Browne, Ryan P.
20 Le Thi, Hoai An
20 Warrens, Matthijs J.
19 Melnykov, Volodymyr
16 Riani, Marco
15 D’Urso, Pierpaolo
15 Ingrassia, Salvatore
15 Lin, Tsung I.
14 Cerioli, Andrea
13 Lee, Sharon X.
12 Pham Dinh Tao
11 Colubi, Ana
11 Roy, Anuradha
11 Zhu, Xuwen
10 Jacques, Julien
10 Perrotta, Domenico
10 Wang, Wan-Lun
9 González-Rodríguez, Gil
9 Gordaliza, Alfonso
9 Iannario, Maria
9 Murphy, Thomas Brendan
9 Tomarchio, Salvatore D.
8 Biernacki, Christophe
8 Bouveyron, Charles
8 Corander, Jukka
8 Farcomeni, Alessio
8 Le, Hoai Minh
8 Vovan, Tai
8 Zuccolotto, Paola
7 Blanco-Fernández, Angela
7 Carrizosa, Emilio
7 Forbes, Florence
7 Greselin, Francesca
7 Hubert, Mia
7 Leiva, Ricardo Aníbal
7 Nguyen, Hien Duy
7 Piccolo, Domenico
6 Atkinson, Anthony C.
6 de A. T. de Carvalho, Francisco
6 De Giovanni, Livia
6 Epifanio, Irene
6 Gallaugher, Michael P. B.
6 Lachos Dávila, Víctor Hugo
6 Maroulas, Vasileios
6 Maruotti, Antonello
6 Massari, Riccardo
6 Nadif, Mohamed
6 Ramos-Guajardo, Ana Belén
6 Torti, Francesca
6 Tortora, Cristina
6 Tutz, Gerhard E.
6 Vilar, José Antonio
5 Barabesi, Lucio
5 Berger, Moritz
5 Blanquero, Rafael
5 Brito, Paula
5 Cappozzo, Andrea
5 Casa, Alessandro
5 Fop, Michael
5 Galimberti, Giuliano
5 Ganjali, Mojtaba
5 García-Bárzana, Marta
5 Hennig, Christian
5 Koski, Timo J. T.
5 Manisera, Marica
5 Matos, Larissa A.
5 Michael, Semhar
5 Mozharovskyi, Pavlo
5 Naderi, Mehrdad
5 NguyenTrang, Thao
5 Phan, Duy Nhat
5 Schmid, Matthias
5 Schütte, Christof
5 Simó, Amelia
5 Simone, Rosaria
5 Soffritti, Gabriele
5 Subedi, Sanjeena
5 Tahata, Kouji
5 Vichi, Maurizio
5 Vieu, Philippe
4 Alhamzawi, Rahim
4 Alonso, Andrés M.
4 Avagyan, Vahe
4 Bagnato, Luca
4 Bellini, Tiziano
4 Cavicchia, Carlo
4 Cerasa, Andrea
4 Chacón, José E.
4 Coretto, Pietro
4 Deng, Yong
4 Dotto, Francesco
4 Frühwirth-Schnatter, Sylvia
4 Genton, Marc G.
4 Gil, María Angeles
4 Greco, Luca
...and 1,802 more Authors
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Cited in 177 Journals

155 Advances in Data Analysis and Classification. ADAC
70 Computational Statistics and Data Analysis
66 Journal of Classification
57 Statistics and Computing
40 Statistical Methods and Applications
35 Journal of Multivariate Analysis
27 Computational Statistics
24 Information Sciences
24 Journal of Applied Statistics
23 Communications in Statistics. Simulation and Computation
23 Journal of Statistical Computation and Simulation
21 International Journal of Approximate Reasoning
20 Journal of Computational and Graphical Statistics
19 Communications in Statistics. Theory and Methods
18 Test
15 European Journal of Operational Research
14 The Annals of Applied Statistics
13 AStA. Advances in Statistical Analysis
12 Statistical Papers
11 Psychometrika
11 Metron
11 Machine Learning
11 Electronic Journal of Statistics
10 Journal of the American Statistical Association
10 Statistics & Probability Letters
10 Annals of Operations Research
10 Data Mining and Knowledge Discovery
10 Statistical Modelling
9 Physica A
9 Australian & New Zealand Journal of Statistics
8 Statistical Science
8 Neural Computation
7 Biometrics
7 Statistics
7 Statistical Methodology
6 Journal of Statistical Planning and Inference
6 Brazilian Journal of Probability and Statistics
5 Fuzzy Sets and Systems
5 International Statistical Review
5 Computers & Operations Research
5 Bernoulli
5 Journal of Machine Learning Research (JMLR)
5 Journal of the Korean Statistical Society
5 Statistical Analysis and Data Mining
4 Insurance Mathematics & Economics
4 Neural Networks
4 Mathematical Programming. Series A. Series B
4 Mathematical Problems in Engineering
4 Quantitative Finance
4 Journal of Agricultural, Biological, and Environmental Statistics
4 Bayesian Analysis
3 The Canadian Journal of Statistics
3 Discrete Applied Mathematics
3 Metrika
3 Applied Mathematics and Computation
3 Journal of Computational and Applied Mathematics
3 Statistica Neerlandica
3 Journal of Global Optimization
3 INFORMS Journal on Computing
3 Theory of Computing Systems
3 Chaos
3 CEJOR. Central European Journal of Operations Research
3 Optimization Letters
3 Journal of Statistical Theory and Practice
3 Journal of Applied and Computational Topology
3 Japanese Journal of Statistics and Data Science
2 Journal of Mathematical Biology
2 Bulletin of Mathematical Biology
2 Annals of the Institute of Statistical Mathematics
2 Biometrical Journal
2 Journal of Econometrics
2 Statistica
2 Automation and Remote Control
2 Theory of Probability and Mathematical Statistics
2 International Transactions in Operational Research
2 Journal of Nonparametric Statistics
2 Journal of Graph Algorithms and Applications
2 International Journal of Applied Mathematics and Computer Science
2 Entropy
2 Communications on Pure and Applied Analysis
2 Multiscale Modeling & Simulation
2 North American Actuarial Journal
2 Acta Numerica
2 Computational Management Science
2 Journal of Industrial and Management Optimization
2 Discrete and Continuous Dynamical Systems. Series S
2 Statistics Surveys
2 Journal of Probability and Statistics
2 Journal of Theoretical Biology
2 Computer Science Review
2 SN Operations Research Forum
2 SIAM Journal on Mathematics of Data Science
1 The American Statistician
1 Artificial Intelligence
1 Journal of the Franklin Institute
1 Journal of Statistical Physics
1 Mathematical Biosciences
1 Mathematical Methods in the Applied Sciences
1 Physics Reports
1 Scandinavian Journal of Statistics
...and 77 more Journals
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Cited in 42 Fields

957 Statistics (62-XX)
149 Computer science (68-XX)
83 Operations research, mathematical programming (90-XX)
76 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
52 Probability theory and stochastic processes (60-XX)
49 Numerical analysis (65-XX)
28 Combinatorics (05-XX)
23 Biology and other natural sciences (92-XX)
10 Linear and multilinear algebra; matrix theory (15-XX)
9 Statistical mechanics, structure of matter (82-XX)
7 Dynamical systems and ergodic theory (37-XX)
7 Information and communication theory, circuits (94-XX)
6 Functional analysis (46-XX)
6 Algebraic topology (55-XX)
6 Geophysics (86-XX)
5 General topology (54-XX)
4 General and overarching topics; collections (00-XX)
4 History and biography (01-XX)
4 Mathematical logic and foundations (03-XX)
4 Operator theory (47-XX)
3 Harmonic analysis on Euclidean spaces (42-XX)
3 Calculus of variations and optimal control; optimization (49-XX)
3 Quantum theory (81-XX)
3 Systems theory; control (93-XX)
2 Real functions (26-XX)
2 Several complex variables and analytic spaces (32-XX)
2 Differential geometry (53-XX)
2 Astronomy and astrophysics (85-XX)
1 Order, lattices, ordered algebraic structures (06-XX)
1 Number theory (11-XX)
1 Commutative algebra (13-XX)
1 Associative rings and algebras (16-XX)
1 Functions of a complex variable (30-XX)
1 Ordinary differential equations (34-XX)
1 Partial differential equations (35-XX)
1 Approximations and expansions (41-XX)
1 Geometry (51-XX)
1 Convex and discrete geometry (52-XX)
1 Manifolds and cell complexes (57-XX)
1 Global analysis, analysis on manifolds (58-XX)
1 Optics, electromagnetic theory (78-XX)
1 Mathematics education (97-XX)

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