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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: http://link.springer.com/journal/volumesAndIssues/11634
Comments: Indexed cover-to-cover
Documents Indexed: 412 Publications (since 2007)
References Indexed: 387 Publications with 14,446 References.
all top 5

Authors

14 Vichi, Maurizio
11 McNicholas, Paul D.
11 Okada, Akinori
10 Bock, Hans-Hermann
9 Gaul, Wolfgang
8 García-Escudero, Luis Angel
8 Ingrassia, Salvatore
8 Warrens, Matthijs J.
7 Cerioli, Andrea
7 Kestler, Hans A.
7 Mayo-Iscar, Agustin
7 Weihs, Claus
6 Filzmoser, Peter
6 Melnykov, Volodymyr
5 Murphy, Thomas Brendan
5 Riani, Marco
5 Tutz, Gerhard E.
5 Vermunt, Jeroen K.
4 Bouveyron, Charles
4 Brito, Paula
4 Browne, Ryan P.
4 Gordaliza, Alfonso
4 Govaert, Gérard
4 Hand, David J.
4 Hennig, Christian
4 Iannario, Maria
4 McLachlan, Geoffrey John
4 Perrotta, Domenico
4 Saporta, Gilbert
4 Scrucca, Luca
4 Takane, Yoshio
3 Bacci, Silvia
3 Baier, Daniel
3 Bartolucci, Francesco
3 Batagelj, Vladimir
3 Biernacki, Christophe
3 Frühwirth-Schnatter, Sylvia
3 Guénoche, Alain
3 Hwang, Heungsun
3 Jacques, Julien
3 Lausser, Ludwig
3 Le Thi, Hoai An
3 Lillo, Rosa Elvira
3 Lin, Tsung I.
3 Michael, Semhar
3 Montanari, Angela
3 Nadif, Mohamed
3 Pandolfi, Silvia
3 Pham Dinh Tao
3 Piccolo, Domenico
3 Ritter, Gunter
3 Rousseeuw, Peter J.
3 Simó, Amelia
3 Torti, Francesca
3 Tortora, Cristina
3 Verde, Rosanna
3 Wilhelm, Adalbert F. X.
2 Adachi, Kohei
2 Adams, Niall M.
2 Adler, Werner
2 Aknin, Patrice
2 Bellini, Tiziano
2 Berger, Moritz
2 Blanco, Víctor
2 Blanquero, Rafael
2 Boulle, Marc
2 Bove, Giuseppe
2 Breiteneder, Christian J.
2 Brodinová, Šárka
2 Cárcamo, Javier
2 Carrizosa, Emilio
2 Celeux, Gilles
2 Côme, Etienne
2 Corander, Jukka
2 Davino, Cristina
2 Dean, Nema
2 Diatta, Jean
2 Diday, Edwin
2 D’Urso, Pierpaolo
2 Epifanio, Irene
2 Esposito Vinzi, Vincenzo
2 Fop, Michael
2 Fraiman, Ricardo
2 Frost, Sarah
2 Gallaugher, Michael P. B.
2 Gallegos, María Teresa
2 Gower, John C.
2 Greselin, Francesca
2 Groenen, Patrick J. F.
2 Gul, Asma
2 Hron, Karel
2 Hubert, Mia
2 Husson, François
2 Ibáñez, María Victoria
2 Irpino, Antonio
2 Japón, Alberto
2 Josse, Julie
2 Khan, Zardad
2 Krzanowski, Wojtek Janusz
2 Lausen, Berthold
...and 674 more Authors

Publications by Year

Citations contained in zbMATH Open

247 Publications have been cited 1,124 times in 837 Documents Cited by Year
On mixtures of skew normal and skew \(t\)-distributions. Zbl 1273.62115
Lee, Sharon X.; McLachlan, Geoffrey J.
66
2013
Methods for merging Gaussian mixture components. Zbl 1306.62141
Hennig, Christian
46
2010
A review of robust clustering methods. Zbl 1284.62375
García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín
35
2010
Functional data clustering: a survey. Zbl 1414.62018
Jacques, Julien; Preda, Cristian
33
2014
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
33
2008
Clustering and classification via cluster-weighted factor analyzers. Zbl 1271.62137
Subedi, Sanjeena; Punzo, Antonio; Ingrassia, Salvatore; McNicholas, Paul D.
31
2013
Least squares estimation of linear regression models for convex compact random sets. Zbl 1131.62058
González-Rodríguez, Gil; Blanco, Ángela; Corral, Norberto; Colubi, Ana
28
2007
Model-based clustering of time series in group-specific functional subspaces. Zbl 1274.62416
Bouveyron, Charles; Jacques, Julien
27
2011
Fast algorithms for determining (generalized) core groups in social networks. Zbl 1284.05252
Batagelj, Vladimir; Zaveršnik, Matjaž
25
2011
Trimming algorithms for clustering contaminated grouped data and their robustness. Zbl 1284.62372
Gallegos, María Teresa; Ritter, Gunter
18
2009
Inequalities between multi-rater kappas. Zbl 1284.62338
Warrens, Matthijs J.
15
2010
A mixture of generalized hyperbolic factor analyzers. Zbl 1414.62278
Tortora, Cristina; McNicholas, Paul D.; Browne, Ryan P.
14
2016
A simulation study to compare robust clustering methods based on mixtures. Zbl 1284.62366
Coretto, Pietro; Hennig, Christian
13
2010
Robust classification for skewed data. Zbl 1284.62378
Hubert, Mia; Van der Veeken, Stephan
13
2010
Model-based clustering and segmentation of time series with changes in regime. Zbl 1274.62427
Samé, Allou; Chamroukhi, Faicel; Govaert, Gérard; Aknin, Patrice
13
2011
Studying crime trends in the USA over the years 2000–2012. Zbl 1459.62220
Melnykov, Volodymyr; Zhu, Xuwen
12
2019
Mutual information, phi-squared and model-based co-clustering for contingency tables. Zbl 1416.62309
Govaert, Gérard; Nadif, Mohamed
12
2018
Fast calibrations of the forward search for testing multiple outliers in regression. Zbl 1301.62069
Riani, Marco; Atkinson, Anthony C.
12
2007
Estimating common principal components in high dimensions. Zbl 1474.62183
Browne, Ryan P.; McNicholas, Paul D.
12
2014
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
Adaptive dissimilarity index for measuring time series proximity. Zbl 1131.62078
Douzal Chouakria, Ahlame; Naidu Nagabhushan, Panduranga
11
2007
Clustering of financial time series in risky scenarios. Zbl 1414.62241
Durante, Fabrizio; Pappadà, Roberta; Torelli, Nicola
10
2014
Preliminary estimators for a mixture model of ordinal data. Zbl 1254.62004
Iannario, Maria
10
2012
Fuzzy spectral clustering by PCCA+: application to Markov state models and data classification. Zbl 1273.62145
Röblitz, Susanna; Weber, Marcus
10
2013
Panel data analysis: a survey on model-based clustering of time series. Zbl 1274.62591
Frühwirth-Schnatter, Sylvia
10
2011
From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. Zbl 1474.62225
Frühwirth-Schnatter, Sylvia; Malsiner-Walli, Gertraud
9
2019
Mixture models for ordinal responses to account for uncertainty of choice. Zbl 1414.62019
Tutz, Gerhard; Schneider, Micha; Iannario, Maria; Piccolo, Domenico
9
2017
The \(k\)-step spatial sign covariance matrix. Zbl 1284.62367
Croux, C.; Dehon, C.; Yadine, A.
9
2010
Classifying real-world data with the \(DD\alpha\)-procedure. Zbl 1414.62258
Mozharovskyi, Pavlo; Mosler, Karl; Lange, Tatjana
8
2015
Clustering of functional data in a low-dimensional subspace. Zbl 1254.62077
Yamamoto, Michio
8
2012
A latent variables approach for clustering mixed binary and continuous variables within a Gaussian mixture model. Zbl 1284.62384
Morlini, Isabella
8
2012
Clustering of time series using quantile autocovariances. Zbl 1414.62372
Lafuente-Rego, Borja; Vilar, José A.
7
2016
Simplicial band depth for multivariate functional data. Zbl 1414.62066
López-Pintado, Sara; Sun, Ying; Lin, Juan K.; Genton, Marc G.
7
2014
Trimmed fuzzy clustering for interval-valued data. Zbl 1414.62242
D’Urso, Pierpaolo; De Giovanni, Livia; Massari, Riccardo
7
2015
Basic statistics for distributional symbolic variables: a new metric-based approach. Zbl 1414.62017
Irpino, Antonio; Verde, Rosanna
7
2015
Model-based clustering of probability density functions. Zbl 1273.62140
Montanari, Angela; Calò, Daniela G.
7
2013
A clustering ensemble framework based on elite selection of weighted clusters. Zbl 1267.62076
Parvin, Hamid; Minaei-Bidgoli, Behrouz
7
2013
Bayesian unsupervised classification framework based on stochastic partitions of data and a parallel search strategy. Zbl 1231.62031
Corander, Jukka; Gyllenberg, Mats; Koski, Timo
7
2009
Transfer distance between partitions. Zbl 1284.05319
Denœud, Lucile
7
2008
Correcting Jaccard and other similarity indices for chance agreement in cluster analysis. Zbl 1274.62414
Albatineh, Ahmed N.
7
2011
Model based clustering for mixed data: clustMD. Zbl 1414.62254
McParland, Damien; Gormley, Isobel Claire
6
2016
Varying uncertainty in CUB models. Zbl 1414.62327
Gottard, Anna; Iannario, Maria; Piccolo, Domenico
6
2016
Quantile regression with group Lasso for classification. Zbl 1414.62318
Hashem, Hussein; Vinciotti, Veronica; Alhamzawi, Rahim; Yu, Keming
6
2016
Multivariate and functional classification using depth and distance. Zbl 1414.62247
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter
6
2017
A novel method for forecasting time series based on fuzzy logic and visibility graph. Zbl 1414.40004
Zhang, Rong; Ashuri, Baabak; Deng, Yong
6
2017
Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library. Zbl 1414.62267
Riani, Marco; Cerioli, Andrea; Perrotta, Domenico; Torti, Francesca
6
2015
Cohen’s linearly weighted kappa is a weighted average. Zbl 1284.62348
Warrens, Matthijs J.
6
2012
A fuzzy approach to robust regression clustering. Zbl 1414.62240
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
5
2017
Lasso-constrained regression analysis for interval-valued data. Zbl 1414.62305
Giordani, Paolo
5
2015
Modeling and forecasting interval time series with threshold models. Zbl 1414.62076
Rodrigues, Paulo M. M.; Salish, Nazarii
5
2015
Improved initialisation of model-based clustering using Gaussian hierarchical partitions. Zbl 1414.62272
Scrucca, Luca; Raftery, Adrian E.
5
2015
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
Cohen’s weighted kappa with additive weights. Zbl 1271.62128
Warrens, Matthijs J.
5
2013
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
5
2007
Tests of ignoring and eliminating in nonsymmetric correspondence analysis. Zbl 1306.62136
Takane, Yoshio; Jung, Sunho
5
2009
Robust clustering around regression lines with high density regions. Zbl 1474.62217
Cerioli, Andrea; Perrotta, Domenico
5
2014
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
Multiple imputation in principal component analysis. Zbl 1274.62409
Josse, Julie; Pagès, Jérôme; Husson, François
5
2011
Mixtures of skewed matrix variate bilinear factor analyzers. Zbl 1474.62227
Gallaugher, Michael P. B.; McNicholas, Paul D.
5
2020
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
4
2019
Assessing trimming methodologies for clustering linear regression data. Zbl 1459.62010
Torti, Francesca; Perrotta, Domenico; Riani, Marco; Cerioli, Andrea
4
2019
A principal component method to impute missing values for mixed data. Zbl 1414.62206
Audigier, Vincent; Husson, François; Josse, Julie
4
2016
Semi-supervised model-based clustering with positive and negative constraints. Zbl 1414.62255
Melnykov, Volodymyr; Melnykov, Igor; Michael, Semhar
4
2016
A uniform framework for the combination of penalties in generalized structured models. Zbl 1414.62321
Oelker, Margret-Ruth; Tutz, Gerhard
4
2017
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
4
2018
Latent drop-out based transitions in linear quantile hidden Markov models for longitudinal responses with attrition. Zbl 1414.62302
Marino, Maria Francesca; Alfó, Marco
4
2015
A computationally fast variable importance test for random forests for high-dimensional data. Zbl 1416.62606
Janitza, Silke; Celik, Ender; Boulesteix, Anne-Laure
4
2018
Model selection for Gaussian latent block clustering with the integrated classification likelihood. Zbl 1416.62349
Lomet, Aurore; Govaert, Gérard; Grandvalet, Yves
4
2018
Signal classification with a point process distance on the space of persistence diagrams. Zbl 1416.94030
Marchese, Andrew; Maroulas, Vasileios
4
2018
Adaptation of interval PCA to symbolic histogram variables. Zbl 1255.62173
Makosso-Kallyth, Sun; Diday, Edwin
4
2012
Model-based clustering of high-dimensional data streams with online mixture of probabilistic PCA. Zbl 1273.62137
Bellas, Anastasios; Bouveyron, Charles; Cottrell, Marie; Lacaille, Jérôme
4
2013
Directional co-clustering. Zbl 1474.62244
Salah, Aghiles; Nadif, Mohamed
4
2019
Greedy Gaussian segmentation of multivariate time series. Zbl 1459.62170
Hallac, David; Nystrup, Peter; Boyd, Stephen
4
2019
Aggregation invariance in general clustering approaches. Zbl 1306.62137
Bavaud, François
4
2009
New robust dynamic plots for regression mixture detection. Zbl 1306.62079
Perrotta, Domenico; Riani, Marco; Torti, Francesca
4
2009
Interpretable clustering using unsupervised binary trees. Zbl 1267.62075
Fraiman, Ricardo; Ghattas, Badih; Svarc, Marcela
4
2013
A constrained robust proposal for mixture modeling avoiding spurious solutions. Zbl 1459.62110
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.
4
2014
Variational Bayes approximations for clustering via mixtures of normal inverse Gaussian distributions. Zbl 1459.62122
Subedi, Sanjeena; McNicholas, Paul D.
4
2014
Consensus of partitions: a constructive approach. Zbl 1253.68258
Guénoche, Alain
4
2011
A cost-sensitive constrained Lasso. Zbl 07363868
Blanquero, Rafael; Carrizosa, Emilio; Ramírez-Cobo, Pepa; Sillero-Denamiel, M. Remedios
4
2021
Variable selection in model-based clustering and discriminant analysis with a regularization approach. Zbl 1474.62216
Celeux, Gilles; Maugis-Rabusseau, Cathy; Sedki, Mohammed
3
2019
A multilevel finite mixture item response model to cluster examinees and schools. Zbl 1414.62491
Gnaldi, Michela; Bacci, Silvia; Bartolucci, Francesco
3
2016
Latent class model with conditional dependency per modes to cluster categorical data. Zbl 1414.62253
Marbac, Matthieu; Biernacki, Christophe; Vandewalle, Vincent
3
2016
An effective strategy for initializing the EM algorithm in finite mixture models. Zbl 1414.62256
Michael, Semhar; Melnykov, Volodymyr
3
2016
Model-based regression clustering for high-dimensional data: application to functional data. Zbl 1414.62238
Devijver, Emilie
3
2017
Disjoint factor analysis with cross-loadings. Zbl 1414.62222
Vichi, Maurizio
3
2017
General location model with factor analyzer covariance matrix structure and its applications. Zbl 1414.62205
Amiri, Leila; Khazaei, Mojtaba; Ganjali, Mojtaba
3
2017
A new approach for determining the prior probabilities in the classification problem by Bayesian method. Zbl 1414.62261
Nguyen-Trang, Thao; Vo-Van, Tai
3
2017
Parametric classification with soft labels using the evidential EM algorithm: linear discriminant analysis versus logistic regression. Zbl 1414.62265
Quost, Benjamin; Denoeux, Thierry; Li, Shoumei
3
2017
Robust scale estimators for fuzzy data. Zbl 1414.62104
de la Rosa de Sáa, Sara; Lubiano, María Asunción; Sinova, Beatriz; Filzmoser, Peter
3
2017
A data driven equivariant approach to constrained Gaussian mixture modeling. Zbl 1414.62269
Rocci, Roberto; Gattone, Stefano Antonio; Di Mari, Roberto
3
2018
Unsupervised classification of children’s bodies using currents. Zbl 1414.62431
Barahona, Sonia; Gual-Arnau, Ximo; Ibáñez, Maria Victoria; Simó, Amelia
3
2018
D-trace estimation of a precision matrix using adaptive lasso penalties. Zbl 1414.62224
Avagyan, Vahe; Alonso, Andrés M.; Nogales, Francisco J.
3
2018
Linear regression for numeric symbolic variables: a least squares approach based on Wasserstein distance. Zbl 1414.62306
Irpino, Antonio; Verde, Rosanna
3
2015
Mixture model averaging for clustering. Zbl 1414.62283
Wei, Yuhong; McNicholas, Paul D.
3
2015
Maximum likelihood estimation of Gaussian mixture models without matrix operations. Zbl 1416.65046
Nguyen, Hien D.; McLachlan, Geoffrey J.
3
2015
Probabilistic assessment of model-based clustering. Zbl 1414.62290
Zhu, Xuwen; Melnykov, Volodymyr
3
2015
Multivariate cluster weighted models using skewed distributions. Zbl 07538945
Gallaugher, Michael P. B.; Tomarchio, Salvatore D.; McNicholas, Paul D.; Punzo, Antonio
1
2022
A cost-sensitive constrained Lasso. Zbl 07363868
Blanquero, Rafael; Carrizosa, Emilio; Ramírez-Cobo, Pepa; Sillero-Denamiel, M. Remedios
4
2021
Estimating the class prior for positive and unlabelled data via logistic regression. Zbl 07538939
Łazęcka, Małgorzata; Mielniczuk, Jan; Teisseyre, Paweł
2
2021
From-below Boolean matrix factorization algorithm based on MDL. Zbl 07363864
Makhalova, Tatiana; Trnecka, Martin
1
2021
M-estimators and trimmed means: from Hilbert-valued to fuzzy set-valued data. Zbl 07363874
Sinova, Beatriz; Van Aelst, Stefan; Terán, Pedro
1
2021
Regime dependent interconnectedness among fuzzy clusters of financial time series. Zbl 07363876
De Luca, Giovanni; Zuccolotto, Paola
1
2021
Mixtures of factor analyzers with scale mixtures of fundamental skew normal distributions. Zbl 07363882
Lee, Sharon X.; Lin, Tsung-I.; McLachlan, Geoffrey J.
1
2021
Clustering of modal-valued symbolic data. Zbl 07363883
Kejžar, Nataša; Korenjak-Černe, Simona; Batagelj, Vladimir
1
2021
Sparse group fused Lasso for model segmentation: a hybrid approach. Zbl 07433033
Degras, David
1
2021
Functional data clustering by projection into latent generalized hyperbolic subspaces. Zbl 07433036
Sharp, Alex; Browne, Ryan
1
2021
Mixtures of skewed matrix variate bilinear factor analyzers. Zbl 1474.62227
Gallaugher, Michael P. B.; McNicholas, Paul D.
5
2020
Optimal arrangements of hyperplanes for SVM-based multiclass classification. Zbl 1474.62213
Blanco, Víctor; Japón, Alberto; Puerto, Justo
2
2020
Gaussian parsimonious clustering models with covariates and a noise component. Zbl 1474.62240
Murphy, Keefe; Murphy, Thomas Brendan
2
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
2
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
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
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 07311727
Lombardo, Rosaria; Takane, Yoshio; Beh, Eric J.
1
2020
The ultrametric correlation matrix for modelling hierarchical latent concepts. Zbl 1459.62097
Cavicchia, Carlo; Vichi, Maurizio; Zaccaria, Giorgia
1
2020
Studying crime trends in the USA over the years 2000–2012. Zbl 1459.62220
Melnykov, Volodymyr; Zhu, Xuwen
12
2019
From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. Zbl 1474.62225
Frühwirth-Schnatter, Sylvia; Malsiner-Walli, Gertraud
9
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
4
2019
Assessing trimming methodologies for clustering linear regression data. Zbl 1459.62010
Torti, Francesca; Perrotta, Domenico; Riani, Marco; Cerioli, Andrea
4
2019
Directional co-clustering. Zbl 1474.62244
Salah, Aghiles; Nadif, Mohamed
4
2019
Greedy Gaussian segmentation of multivariate time series. Zbl 1459.62170
Hallac, David; Nystrup, Peter; Boyd, Stephen
4
2019
Variable selection in model-based clustering and discriminant analysis with a regularization approach. Zbl 1474.62216
Celeux, Gilles; Maugis-Rabusseau, Cathy; Sedki, Mohammed
3
2019
Mixture model modal clustering. Zbl 1474.62218
Chacón, José E.
3
2019
Subspace clustering for the finite mixture of generalized hyperbolic distributions. Zbl 1474.62187
Kim, Nam-Hwui; Browne, Ryan
3
2019
On support vector machines under a multiple-cost scenario. Zbl 1474.62211
Benítez-Peña, Sandra; Blanquero, Rafael; Carrizosa, Emilio; Ramírez-Cobo, Pepa
3
2019
Unifying data units and models in (co-)clustering. Zbl 1459.62105
Biernacki, Christophe; Lourme, Alexandre
2
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
2
2019
Weighted distance-based trees for ranking data. Zbl 1459.62119
Plaia, Antonella; Sciandra, Mariangela
2
2019
Generalised linear model trees with global additive effects. Zbl 1474.62269
Seibold, Heidi; Hothorn, Torsten; Zeileis, Achim
2
2019
Orthogonal nonnegative matrix tri-factorization based on Tweedie distributions. Zbl 1488.62083
Abe, Hiroyasu; Yadohisa, Hiroshi
2
2019
Robust and sparse \(k\)-means clustering for high-dimensional data. Zbl 1459.62106
Brodinová, Šárka; Filzmoser, Peter; Ortner, Thomas; Breiteneder, Christian; Rohm, Maia
2
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
2
2019
Convex clustering for binary data. Zbl 1459.62109
Choi, Hosik; Lee, Seokho
2
2019
Clustering via finite nonparametric ICA mixture models. Zbl 1474.62264
Zhu, Xiaotian; Hunter, David R.
1
2019
Finite mixtures, projection pursuit and tensor rank: a triangulation. Zbl 1466.62355
Loperfido, Nicola
1
2019
sARI: a soft agreement measure for class partitions incorporating assignment probabilities. Zbl 1474.62224
Flynt, Abby; Dean, Nema; Nugent, Rebecca
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 07073915
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
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
1
2019
Bayesian shrinkage in mixture-of-experts models: identifying robust determinants of class membership. Zbl 1474.62088
Zens, Gregor
1
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
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
12
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
4
2018
A computationally fast variable importance test for random forests for high-dimensional data. Zbl 1416.62606
Janitza, Silke; Celik, Ender; Boulesteix, Anne-Laure
4
2018
Model selection for Gaussian latent block clustering with the integrated classification likelihood. Zbl 1416.62349
Lomet, Aurore; Govaert, Gérard; Grandvalet, Yves
4
2018
Signal classification with a point process distance on the space of persistence diagrams. Zbl 1416.94030
Marchese, Andrew; Maroulas, Vasileios
4
2018
A data driven equivariant approach to constrained Gaussian mixture modeling. Zbl 1414.62269
Rocci, Roberto; Gattone, Stefano Antonio; Di Mari, Roberto
3
2018
Unsupervised classification of children’s bodies using currents. Zbl 1414.62431
Barahona, Sonia; Gual-Arnau, Ximo; Ibáñez, Maria Victoria; Simó, Amelia
3
2018
D-trace estimation of a precision matrix using adaptive lasso penalties. Zbl 1414.62224
Avagyan, Vahe; Alonso, Andrés M.; Nogales, Francisco J.
3
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
3
2018
Archetypal shapes based on landmarks and extension to handle missing data. Zbl 1416.62326
Epifanio, Irene; Ibáñez, María Victoria; Simó, Amelia
3
2018
Non-symmetrical composite-based path modeling. Zbl 1416.62374
Dolce, Pasquale; Vinzi, Vincenzo Esposito; Lauro, Natale Carlo
3
2018
Hierarchical clustering of asymmetric networks. Zbl 1414.91298
Carlsson, Gunnar; Mémoli, Facundo; Ribeiro, Alejandro; Segarra, Santiago
2
2018
Clusterwise analysis for multiblock component methods. Zbl 1414.62231
Bougeard, Stéphanie; Abdi, Hervé; Saporta, Gilbert; Niang, Ndèye
2
2018
Sparsest factor analysis for clustering variables: a matrix decomposition approach. Zbl 1416.62319
Adachi, Kohei; Trendafilov, Nickolay T.
2
2018
Minimum distance method for directional data and outlier detection. Zbl 1416.62175
Sau, Mercedes Fernandez; Rodriguez, Daniela
2
2018
Tree-structured modelling of categorical predictors in generalized additive regression. Zbl 1416.62364
Tutz, Gerhard; Berger, Moritz
2
2018
Transitional modeling of experimental longitudinal data with missing values. Zbl 1414.62013
de Rooij, Mark
1
2018
Probabilistic clustering via Pareto solutions and significance tests. Zbl 1414.62243
Gallegos, María Teresa; Ritter, Gunter
1
2018
Clustering of imbalanced high-dimensional media data. Zbl 1414.62232
Brodinová, Šárka; Zaharieva, Maia; Filzmoser, Peter; Ortner, Thomas; Breiteneder, Christian
1
2018
A semiparametric Bayesian joint model for multiple mixed-type outcomes: an application to acute myocardial infarction. Zbl 1414.62444
Guglielmi, Alessandra; Ieva, Francesca; Paganoni, Anna Maria; Quintana, Fernardo A.
1
2018
A comparative study on large scale kernelized support vector machines. Zbl 1416.68144
Horn, Daniel; Demircioğlu, Aydın; Bischl, Bernd; Glasmachers, Tobias; Weihs, Claus
1
2018
Rank-based classifiers for extremely high-dimensional gene expression data. Zbl 1416.62608
Lausser, Ludwig; Schmid, Florian; Schirra, Lyn-Rouven; Wilhelm, Adalbert F. X.; Kestler, Hans A.
1
2018
An efficient random forests algorithm for high dimensional data classification. Zbl 1416.62366
Wang, Qiang; Nguyen, Thanh-Tung; Huang, Joshua Z.; Nguyen, Thuy Thi
1
2018
Mixture models for ordinal responses to account for uncertainty of choice. Zbl 1414.62019
Tutz, Gerhard; Schneider, Micha; Iannario, Maria; Piccolo, Domenico
9
2017
Multivariate and functional classification using depth and distance. Zbl 1414.62247
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter
6
2017
A novel method for forecasting time series based on fuzzy logic and visibility graph. Zbl 1414.40004
Zhang, Rong; Ashuri, Baabak; Deng, Yong
6
2017
A fuzzy approach to robust regression clustering. Zbl 1414.62240
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
5
2017
A uniform framework for the combination of penalties in generalized structured models. Zbl 1414.62321
Oelker, Margret-Ruth; Tutz, Gerhard
4
2017
Model-based regression clustering for high-dimensional data: application to functional data. Zbl 1414.62238
Devijver, Emilie
3
2017
Disjoint factor analysis with cross-loadings. Zbl 1414.62222
Vichi, Maurizio
3
2017
General location model with factor analyzer covariance matrix structure and its applications. Zbl 1414.62205
Amiri, Leila; Khazaei, Mojtaba; Ganjali, Mojtaba
3
2017
A new approach for determining the prior probabilities in the classification problem by Bayesian method. Zbl 1414.62261
Nguyen-Trang, Thao; Vo-Van, Tai
3
2017
Parametric classification with soft labels using the evidential EM algorithm: linear discriminant analysis versus logistic regression. Zbl 1414.62265
Quost, Benjamin; Denoeux, Thierry; Li, Shoumei
3
2017
Robust scale estimators for fuzzy data. Zbl 1414.62104
de la Rosa de Sáa, Sara; Lubiano, María Asunción; Sinova, Beatriz; Filzmoser, Peter
3
2017
Advances in credit scoring: combining performance and interpretation in kernel discriminant analysis. Zbl 1414.62421
Liberati, Caterina; Camillo, Furio; Saporta, Gilbert
2
2017
Constrained clustering with a complex cluster structure. Zbl 1414.62273
Śmieja, Marek; Wiercioch, Magdalena
2
2017
A generalized maximum entropy estimator to simple linear measurement error model with a composite indicator. Zbl 07061443
Carpita, Maurizio; Ciavolino, Enrico
1
2017
Supervised box clustering. Zbl 1414.62275
Spinelli, Vincenzo
1
2017
Principal component analysis for histogram-valued data. Zbl 1414.62213
Le-Rademacher, J.; Billard, L.
1
2017
T3C: improving a decision tree classification algorithm’s interval splits on continuous attributes. Zbl 1414.68081
Tzirakis, Panagiotis; Tjortjis, Christos
1
2017
A sequential distance-based approach for imputing missing data: forward imputation. Zbl 1414.62220
Solaro, Nadia; Barbiero, Alessandro; Manzi, Giancarlo; Ferrari, Pier Alda
1
2017
Benchmarking different clustering algorithms on functional data. Zbl 1414.62289
Yassouridis, Christina; Leisch, Friedrich
1
2017
Fuzzy data analysis and classification. Special issue in memoriam of Professor Lotfi A. Zadeh, father of fuzzy logic. Zbl 1476.00115
1
2017
Fuzzy rule based classification systems for big data with MapReduce: granularity analysis. Zbl 1414.68055
Fernández, Alberto; del Río, Sara; Bawakid, Abdullah; Herrera, Francisco
1
2017
A mixture of generalized hyperbolic factor analyzers. Zbl 1414.62278
Tortora, Cristina; McNicholas, Paul D.; Browne, Ryan P.
14
2016
Clustering of time series using quantile autocovariances. Zbl 1414.62372
Lafuente-Rego, Borja; Vilar, José A.
7
2016
Model based clustering for mixed data: clustMD. Zbl 1414.62254
McParland, Damien; Gormley, Isobel Claire
6
2016
Varying uncertainty in CUB models. Zbl 1414.62327
Gottard, Anna; Iannario, Maria; Piccolo, Domenico
6
2016
Quantile regression with group Lasso for classification. Zbl 1414.62318
Hashem, Hussein; Vinciotti, Veronica; Alhamzawi, Rahim; Yu, Keming
6
2016
A principal component method to impute missing values for mixed data. Zbl 1414.62206
Audigier, Vincent; Husson, François; Josse, Julie
4
2016
...and 147 more Documents
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Cited by 1,406 Authors

31 McNicholas, Paul D.
27 Punzo, Antonio
19 Le Thi, Hoai An
19 Warrens, Matthijs J.
18 García-Escudero, Luis Angel
18 McLachlan, Geoffrey John
17 Browne, Ryan P.
17 Mayo-Iscar, Agustin
17 Melnykov, Volodymyr
14 Riani, Marco
12 D’Urso, Pierpaolo
12 Ingrassia, Salvatore
12 Lin, Tsung I.
11 Colubi, Ana
11 Lee, Sharon X.
11 Pham Dinh Tao
11 Roy, Anuradha
11 Zhu, Xuwen
9 González-Rodríguez, Gil
8 Cerioli, Andrea
8 Corander, Jukka
8 Gordaliza, Alfonso
8 Jacques, Julien
8 Murphy, Thomas Brendan
7 Biernacki, Christophe
7 Blanco-Fernández, Angela
7 Bouveyron, Charles
7 Hubert, Mia
7 Iannario, Maria
7 Le, Hoai Minh
7 Leiva, Ricardo Aníbal
7 Tomarchio, Salvatore D.
7 Wang, Wan-Lun
7 Zuccolotto, Paola
6 Atkinson, Anthony C.
6 Farcomeni, Alessio
6 Massari, Riccardo
6 Nadif, Mohamed
6 Perrotta, Domenico
6 Piccolo, Domenico
6 Ramos-Guajardo, Ana Belén
6 Tortora, Cristina
5 de A. T. de Carvalho, Francisco
5 De Giovanni, Livia
5 Forbes, Florence
5 Gallaugher, Michael P. B.
5 Ganjali, Mojtaba
5 García-Bárzana, Marta
5 Greselin, Francesca
5 Koski, Timo J. T.
5 Maruotti, Antonello
5 Michael, Semhar
5 Soffritti, Gabriele
5 Tahata, Kouji
5 Tutz, Gerhard E.
5 Vovan, Tai
4 Alonso, Andrés M.
4 Bellini, Tiziano
4 Brito, Paula
4 Fop, Michael
4 Frühwirth-Schnatter, Sylvia
4 Galimberti, Giuliano
4 Greco, Luca
4 Hennig, Christian
4 Hu, Hongchang
4 Josse, Julie
4 Manisera, Marica
4 Maroulas, Vasileios
4 Minotti, Simona Caterina
4 Mozharovskyi, Pavlo
4 Nguyen, Hien Duy
4 Nguyen, Manh Cuong
4 Parvin, Hamid
4 Phan, Duy Nhat
4 Rousseeuw, Peter J.
4 Sarkar, Shuchismita
4 Schütte, Christof
4 Torti, Francesca
4 Vilar, José Antonio
4 Vo, Xuan Thanh
3 Adachi, Kohei
3 Alhamzawi, Rahim
3 Ali, Haithem Taha Mohammad
3 Amiri, Leila
3 Avagyan, Vahe
3 Bagnato, Luca
3 Balzanella, Antonio
3 Berger, Moritz
3 Blanco, Víctor
3 Cappozzo, Andrea
3 Carrizosa, Emilio
3 Casa, Alessandro
3 Chacón, José E.
3 Coretto, Pietro
3 Croux, Christophe
3 De Luca, Giovanni
3 Deng, Yong
3 Dias, Sónia
3 Dotto, Francesco
3 Durante, Fabrizio
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Cited in 153 Journals

118 Advances in Data Analysis and Classification. ADAC
67 Computational Statistics and Data Analysis
56 Journal of Classification
41 Statistics and Computing
26 Statistical Methods and Applications
24 Journal of Multivariate Analysis
21 Journal of Applied Statistics
19 Computational Statistics
18 Journal of Statistical Computation and Simulation
17 International Journal of Approximate Reasoning
16 Information Sciences
14 Communications in Statistics. Simulation and Computation
14 Communications in Statistics. Theory and Methods
12 European Journal of Operational Research
12 Test
11 Statistical Papers
10 Metron
10 Statistics & Probability Letters
10 Statistical Modelling
10 The Annals of Applied Statistics
9 Data Mining and Knowledge Discovery
9 Journal of Computational and Graphical Statistics
8 Physica A
8 Psychometrika
8 Annals of Operations Research
8 Neural Computation
8 AStA. Advances in Statistical Analysis
7 Machine Learning
7 Statistical Methodology
6 Journal of Statistical Planning and Inference
6 Statistical Science
6 Electronic Journal of Statistics
5 Bernoulli
5 Brazilian Journal of Probability and Statistics
5 Journal of the Korean Statistical Society
5 Statistical Analysis and Data Mining
4 Fuzzy Sets and Systems
4 Journal of the American Statistical Association
4 Insurance Mathematics & Economics
4 Statistics
4 Mathematical Programming. Series A. Series B
4 Mathematical Problems in Engineering
3 Discrete Applied Mathematics
3 Neural Networks
3 Journal of Global Optimization
3 Theory of Computing Systems
3 Chaos
3 Journal of Machine Learning Research (JMLR)
3 Optimization Letters
3 Journal of Agricultural, Biological, and Environmental Statistics
3 Bayesian Analysis
3 Japanese Journal of Statistics and Data Science
2 The Canadian Journal of Statistics
2 Journal of Mathematical Biology
2 Metrika
2 Bulletin of Mathematical Biology
2 Journal of Econometrics
2 Statistica
2 Computers & Operations Research
2 Automation and Remote Control
2 Journal of Graph Algorithms and Applications
2 Australian & New Zealand Journal of Statistics
2 International Journal of Applied Mathematics and Computer Science
2 Quantitative Finance
2 Entropy
2 Communications on Pure and Applied Analysis
2 Multiscale Modeling & Simulation
2 Journal of Industrial and Management Optimization
2 Journal of Statistical Theory and Practice
2 Discrete and Continuous Dynamical Systems. Series S
2 Statistics Surveys
2 Journal of Theoretical Biology
2 Computer Science Review
2 SIAM Journal on Mathematics of Data Science
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
1 Chaos, Solitons and Fractals
1 Annals of the Institute of Statistical Mathematics
1 Applied Mathematics and Computation
1 Biometrical Journal
1 Biometrics
1 Journal of Computational and Applied Mathematics
1 Journal of Optimization Theory and Applications
1 Revista Colombiana de Estadística
1 Physica D
1 Econometric Reviews
1 Asia-Pacific Journal of Operational Research
1 Journal of Scientific Computing
1 International Journal of Computer Mathematics
1 Linear Algebra and its Applications
1 Pattern Recognition
1 SUT Journal of Mathematics
1 Journal of Nonlinear Science
1 Computational Economics
1 Journal of Logic, Language and Information
1 SIAM Journal on Scientific Computing
...and 53 more Journals
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Cited in 38 Fields

696 Statistics (62-XX)
107 Computer science (68-XX)
63 Operations research, mathematical programming (90-XX)
61 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
57 Numerical analysis (65-XX)
37 Probability theory and stochastic processes (60-XX)
21 Combinatorics (05-XX)
21 Biology and other natural sciences (92-XX)
12 Statistical mechanics, structure of matter (82-XX)
7 Dynamical systems and ergodic theory (37-XX)
6 Linear and multilinear algebra; matrix theory (15-XX)
6 Functional analysis (46-XX)
4 Mathematical logic and foundations (03-XX)
4 Geophysics (86-XX)
4 Information and communication theory, circuits (94-XX)
3 History and biography (01-XX)
3 Harmonic analysis on Euclidean spaces (42-XX)
3 Operator theory (47-XX)
3 Calculus of variations and optimal control; optimization (49-XX)
3 General topology (54-XX)
3 Systems theory; control (93-XX)
2 General and overarching topics; collections (00-XX)
2 Real functions (26-XX)
2 Several complex variables and analytic spaces (32-XX)
2 Convex and discrete geometry (52-XX)
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2 Astronomy and astrophysics (85-XX)
2 Mathematics education (97-XX)
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1 Approximations and expansions (41-XX)
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1 Optics, electromagnetic theory (78-XX)
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