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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: 388 Publications (since 2007)
References Indexed: 364 Publications with 13,530 References.
all top 5

Authors

15 Vichi, Maurizio
12 Okada, Akinori
10 Bock, Hans-Hermann
10 McNicholas, Paul D.
9 Gaul, Wolfgang
8 Warrens, Matthijs J.
8 Weihs, Claus
7 Cerioli, Andrea
7 García-Escudero, Luis Angel
7 Kestler, Hans A.
7 Mayo-Iscar, Agustin
6 Ingrassia, Salvatore
6 Melnykov, Volodymyr
5 Filzmoser, Peter
5 Riani, Marco
5 Tutz, Gerhard E.
4 Baier, Daniel
4 Brito, Paula
4 Gordaliza, Alfonso
4 Govaert, Gérard
4 Hand, David J.
4 Iannario, Maria
4 McLachlan, Geoffrey John
4 Murphy, Thomas Brendan
4 Perrotta, Domenico
4 Saporta, Gilbert
4 Takane, Yoshio
4 Vermunt, Jeroen K.
3 Batagelj, Vladimir
3 Biernacki, Christophe
3 Browne, Ryan P.
3 Frühwirth-Schnatter, Sylvia
3 Guénoche, Alain
3 Hennig, Christian
3 Hwang, Heungsun
3 Lausser, Ludwig
3 Le Thi, Hoai An
3 Lin, Tsung I.
3 Michael, Semhar
3 Montanari, Angela
3 Nadif, Mohamed
3 Pham Dinh Tao
3 Piccolo, Domenico
3 Ritter, Gunter
3 Rousseeuw, Peter J.
3 Scrucca, Luca
3 Simó, Amelia
3 Torti, Francesca
3 Verde, Rosanna
3 Wilhelm, Adalbert F. X.
2 Adachi, Kohei
2 Adams, Niall M.
2 Adler, Werner
2 Aknin, Patrice
2 Bacci, Silvia
2 Bartolucci, Francesco
2 Bellini, Tiziano
2 Berger, Moritz
2 Blanquero, Rafael
2 Boulle, Marc
2 Bouveyron, Charles
2 Bove, Giuseppe
2 Breiteneder, Christian J.
2 Brodinová, Šárka
2 Cárcamo, Javier
2 Carrizosa, Emilio
2 Celeux, Gilles
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 Fraiman, Ricardo
2 Frost, Sarah
2 Gallegos, María Teresa
2 Gower, John C.
2 Greselin, Francesca
2 Groenen, Patrick J. F.
2 Gul, Asma
2 Hubert, Mia
2 Husson, François
2 Ibáñez, María Victoria
2 Irpino, Antonio
2 Jacques, Julien
2 Josse, Julie
2 Khan, Zardad
2 Krzanowski, Wojtek Janusz
2 Lausen, Berthold
2 Le, Hoai Minh
2 Lee, Sharon X.
2 Liberati, Caterina
2 Lillo, Rosa Elvira
2 Loisel, Sébastien
2 Mahmoud, Osama H.
2 Maroulas, Vasileios
2 Miftahuddin, Miftahuddin
2 Morlini, Isabella
...and 637 more Authors

Publications by Year

Citations contained in zbMATH Open

202 Publications have been cited 823 times in 622 Documents Cited by Year
On mixtures of skew normal and skew \(t\)-distributions. Zbl 1273.62115
Lee, Sharon X.; McLachlan, Geoffrey J.
56
2013
Methods for merging Gaussian mixture components. Zbl 1306.62141
Hennig, Christian
43
2010
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
30
2008
A review of robust clustering methods. Zbl 1284.62375
García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín
28
2010
Least squares estimation of linear regression models for convex compact random sets. Zbl 1131.62058
González-Rodríguez, Gil; Blanco, Ángela; Corral, Norberto; Colubi, Ana
25
2007
Clustering and classification via cluster-weighted factor analyzers. Zbl 1271.62137
Subedi, Sanjeena; Punzo, Antonio; Ingrassia, Salvatore; McNicholas, Paul D.
23
2013
Functional data clustering: a survey. Zbl 1414.62018
Jacques, Julien; Preda, Cristian
19
2014
Model-based clustering of time series in group-specific functional subspaces. Zbl 1274.62416
Bouveyron, Charles; Jacques, Julien
18
2011
Trimming algorithms for clustering contaminated grouped data and their robustness. Zbl 1284.62372
Gallegos, María Teresa; Ritter, Gunter
18
2009
Fast algorithms for determining (generalized) core groups in social networks. Zbl 1284.05252
Batagelj, Vladimir; Zaveršnik, Matjaž
18
2011
A mixture of generalized hyperbolic factor analyzers. Zbl 1414.62278
Tortora, Cristina; McNicholas, Paul D.; Browne, Ryan P.
13
2016
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
12
2011
Inequalities between multi-rater kappas. Zbl 1284.62338
Warrens, Matthijs J.
12
2010
A simulation study to compare robust clustering methods based on mixtures. Zbl 1284.62366
Coretto, Pietro; Hennig, Christian
11
2010
Fast calibrations of the forward search for testing multiple outliers in regression. Zbl 1301.62069
Riani, Marco; Atkinson, Anthony C.
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
Preliminary estimators for a mixture model of ordinal data. Zbl 1254.62004
Iannario, Maria
10
2012
Discrimination with jointly equicorrelated multi-level multivariate data. Zbl 1182.62142
Roy, Anuradha; Leiva, Ricardo
10
2007
Adaptive dissimilarity index for measuring time series proximity. Zbl 1131.62078
Douzal Chouakria, Ahlame; Naidu Nagabhushan, Panduranga
10
2007
Mutual information, phi-squared and model-based co-clustering for contingency tables. Zbl 1416.62309
Govaert, Gérard; Nadif, Mohamed
8
2018
Panel data analysis: a survey on model-based clustering of time series. Zbl 1274.62591
Frühwirth-Schnatter, Sylvia
8
2011
Clustering of functional data in a low-dimensional subspace. Zbl 1254.62077
Yamamoto, Michio
8
2012
The \(k\)-step spatial sign covariance matrix. Zbl 1284.62367
Croux, C.; Dehon, C.; Yadine, A.
8
2010
Mixture models for ordinal responses to account for uncertainty of choice. Zbl 1414.62019
Tutz, Gerhard; Schneider, Micha; Iannario, Maria; Piccolo, Domenico
7
2017
A latent variables approach for clustering mixed binary and continuous variables within a Gaussian mixture model. Zbl 1284.62384
Morlini, Isabella
7
2012
Fuzzy spectral clustering by PCCA+: application to Markov state models and data classification. Zbl 1273.62145
Röblitz, Susanna; Weber, Marcus
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
Clustering of financial time series in risky scenarios. Zbl 1414.62241
Durante, Fabrizio; Pappadà, Roberta; Torelli, Nicola
6
2014
Trimmed fuzzy clustering for interval-valued data. Zbl 1414.62242
D’Urso, Pierpaolo; De Giovanni, Livia; Massari, Riccardo
6
2015
Correcting Jaccard and other similarity indices for chance agreement in cluster analysis. Zbl 1274.62414
Albatineh, Ahmed N.
6
2011
Cohen’s linearly weighted kappa is a weighted average. Zbl 1284.62348
Warrens, Matthijs J.
6
2012
Transfer distance between partitions. Zbl 1284.05319
Denœud, Lucile
6
2008
Varying uncertainty in CUB models. Zbl 1414.62327
Gottard, Anna; Iannario, Maria; Piccolo, Domenico
5
2016
Classifying real-world data with the \(DD\alpha\)-procedure. Zbl 1414.62258
Mozharovskyi, Pavlo; Mosler, Karl; Lange, Tatjana
5
2015
Multiple imputation in principal component analysis. Zbl 1274.62409
Josse, Julie; Pagès, Jérôme; Husson, François
5
2011
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
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
Cohen’s weighted kappa with additive weights. Zbl 1271.62128
Warrens, Matthijs J.
5
2013
Estimating common principal components in high dimensions. Zbl 07136978
Browne, Ryan P.; McNicholas, Paul D.
5
2014
From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. Zbl 07061240
Frühwirth-Schnatter, Sylvia; Malsiner-Walli, Gertraud
4
2019
Model based clustering for mixed data: clustMD. Zbl 1414.62254
McParland, Damien; Gormley, Isobel Claire
4
2016
Clustering of time series using quantile autocovariances. Zbl 1414.62372
Lafuente-Rego, Borja; Vilar, José A.
4
2016
Multivariate and functional classification using depth and distance. Zbl 1414.62247
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter
4
2017
Simplicial band depth for multivariate functional data. Zbl 1414.62066
López-Pintado, Sara; Sun, Ying; Lin, Juan K.; Genton, Marc G.
4
2014
Basic statistics for distributional symbolic variables: a new metric-based approach. Zbl 1414.62017
Irpino, Antonio; Verde, Rosanna
4
2015
Consensus of partitions: a constructive approach. Zbl 1253.68258
Guénoche, Alain
4
2011
Adaptation of interval PCA to symbolic histogram variables. Zbl 1255.62173
Makosso-Kallyth, Sun; Diday, Edwin
4
2012
Sensory analysis in the food industry as a tool for marketing decisions. Zbl 1257.62124
Iannario, Maria; Manisera, Marica; Piccolo, Domenico; Zuccolotto, Paola
4
2012
Variable selection in model-based clustering using multilocus genotype data. Zbl 1284.62397
Toussile, Wilson; Gassiat, Elisabeth
4
2009
New robust dynamic plots for regression mixture detection. Zbl 1306.62079
Perrotta, Domenico; Riani, Marco; Torti, Francesca
4
2009
Tests of ignoring and eliminating in nonsymmetric correspondence analysis. Zbl 1306.62136
Takane, Yoshio; Jung, Sunho
4
2009
Variable selection in model-based clustering and discriminant analysis with a regularization approach. Zbl 07061248
Celeux, Gilles; Maugis-Rabusseau, Cathy; Sedki, Mohammed
3
2019
Studying crime trends in the USA over the years 2000–2012. Zbl 1459.62220
Melnykov, Volodymyr; Zhu, Xuwen
3
2019
A principal component method to impute missing values for mixed data. Zbl 1414.62206
Audigier, Vincent; Husson, François; Josse, Julie
3
2016
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
Quantile regression with group Lasso for classification. Zbl 1414.62318
Hashem, Hussein; Vinciotti, Veronica; Alhamzawi, Rahim; Yu, Keming
3
2016
A uniform framework for the combination of penalties in generalized structured models. Zbl 1414.62321
Oelker, Margret-Ruth; Tutz, Gerhard
3
2017
A novel method for forecasting time series based on fuzzy logic and visibility graph. Zbl 1414.40004
Zhang, Rong; Ashuri, Baabak; Deng, Yong
3
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
3
2018
Lasso-constrained regression analysis for interval-valued data. Zbl 1414.62305
Giordani, Paolo
3
2015
Improved initialisation of model-based clustering using Gaussian hierarchical partitions. Zbl 1414.62272
Scrucca, Luca; Raftery, Adrian E.
3
2015
Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library. Zbl 1414.62267
Riani, Marco; Cerioli, Andrea; Perrotta, Domenico; Torti, Francesca
3
2015
Model selection for Gaussian latent block clustering with the integrated classification likelihood. Zbl 1416.62349
Lomet, Aurore; Govaert, Gérard; Grandvalet, Yves
3
2018
A note on consistency improvements of AHP paired comparison data. Zbl 1254.90082
Gaul, Wolfgang; Gastes, Dominic
3
2012
Predicting partial customer churn using Markov for discrimination for modeling first purchase sequences. Zbl 1282.62249
Miguéis, Vera L.; Van den Poel, Dirk; Camanho, Ana S.; Falcão e Cunha, João
3
2012
Generalized marginal homogeneity model and its relation to marginal equimoments for square contingency tables with ordered categories. Zbl 1284.62337
Tahata, Kouji; Tomizawa, Sadao
3
2008
On Robinsonian dissimilarities, the consecutive ones property and latent variable models. Zbl 1284.62317
Warrens, Matthijs J.
3
2009
Optimal robust estimates using the Hellinger distance. Zbl 1284.62202
Marazzi, Alfio; Yohai, Victor J.
3
2010
A general approach to handling missing values in Procrustes analysis. Zbl 1284.65058
Albers, Casper J.; Gower, John C.
3
2010
Detecting atypical observations in financial data: the forward search for elliptical copulas. Zbl 1284.62194
Bellini, Tiziano
3
2010
Classification in music research. Zbl 1183.62109
Weihs, Claus; Ligges, Uwe; Mörchen, Fabian; Müllensiefen, Daniel
3
2007
Multiple taxicab correspondence analysis. Zbl 1306.62126
Choulakian, V.
3
2008
Aggregation invariance in general clustering approaches. Zbl 1306.62137
Bavaud, François
3
2009
Regularized fuzzy clusterwise ridge regression. Zbl 1306.62166
Suk, Hye Won; Hwang, Heungsun
3
2010
Random walk distances in data clustering and applications. Zbl 1261.62059
Liu, Sijia; Matzavinos, Anastasios; Sethuraman, Sunder
3
2013
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
3
2013
Model-based clustering of probability density functions. Zbl 1273.62140
Montanari, Angela; Calò, Daniela G.
3
2013
Clustering student skill set profiles in a unit hypercube using mixtures of multivariate betas. Zbl 1416.62334
Dean, Nema; Nugent, Rebecca
3
2013
Optimum simultaneous discretization with data grid models in supervised classification: a Bayesian model selection approach. Zbl 1231.62030
Boullé, Marc
3
2009
SVM-Maj: a majorization approach to linear support vector machines with different hinge errors. Zbl 1151.90551
Groenen, P. J. F.; Nalbantov, G.; Bioch, J. C.
3
2008
A constrained robust proposal for mixture modeling avoiding spurious solutions. Zbl 1459.62110
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.
3
2014
Variational Bayes approximations for clustering via mixtures of normal inverse Gaussian distributions. Zbl 1459.62122
Subedi, Sanjeena; McNicholas, Paul D.
3
2014
Unifying data units and models in (co-)clustering. Zbl 1459.62105
Biernacki, Christophe; Lourme, Alexandre
2
2019
Power analysis for the bootstrap likelihood ratio test for the number of classes in latent class models. Zbl 1414.62061
Tekle, Fetene B.; Gudicha, Dereje W.; Vermunt, Jeroen K.
2
2016
Item selection by latent class-based methods: an application to nursing home evaluation. Zbl 1414.62508
Bartolucci, Francesco; Montanari, Giorgio E.; Pandolfi, Silvia
2
2016
Semi-supervised model-based clustering with positive and negative constraints. Zbl 1414.62255
Melnykov, Volodymyr; Melnykov, Igor; Michael, Semhar
2
2016
An effective strategy for initializing the EM algorithm in finite mixture models. Zbl 1414.62256
Michael, Semhar; Melnykov, Volodymyr
2
2016
Model-based regression clustering for high-dimensional data: application to functional data. Zbl 1414.62238
Devijver, Emilie
2
2017
Constrained clustering with a complex cluster structure. Zbl 1414.62273
Śmieja, Marek; Wiercioch, Magdalena
2
2017
A fuzzy approach to robust regression clustering. Zbl 1414.62240
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
2
2017
A data driven equivariant approach to constrained Gaussian mixture modeling. Zbl 1414.62269
Rocci, Roberto; Gattone, Stefano Antonio; Di Mari, Roberto
2
2018
Unsupervised classification of children’s bodies using currents. Zbl 1414.62431
Barahona, Sonia; Gual-Arnau, Ximo; Ibáñez, Maria Victoria; Simó, Amelia
2
2018
Spatial functional normal mixed effect approach for curve classification. Zbl 1414.62270
Ruiz-Medina, Maria D.; Espejo, Rosa M.; Romano, Elvira
2
2014
A comparison of five recursive partitioning methods to find person subgroups involved in meaningful treatment-subgroup interactions. Zbl 1414.62239
Doove, L. L.; Dusseldorp, E.; Van Deun, K.; Van Mechelen, I.
2
2014
Modeling and forecasting interval time series with threshold models. Zbl 1414.62076
Rodrigues, Paulo M. M.; Salish, Nazarii
2
2015
Linear regression for numeric symbolic variables: a least squares approach based on Wasserstein distance. Zbl 1414.62306
Irpino, Antonio; Verde, Rosanna
2
2015
Mixture model averaging for clustering. Zbl 1414.62283
Wei, Yuhong; McNicholas, Paul D.
2
2015
Optimal arrangements of hyperplanes for SVM-based multiclass classification. Zbl 07205278
Blanco, Víctor; Japón, Alberto; Puerto, Justo
1
2020
A robust approach to model-based classification based on trimming and constraints. Semi-supervised learning in presence of outliers and label noise. Zbl 07252407
Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan
1
2020
Mixtures of skewed matrix variate bilinear factor analyzers. Zbl 07252410
Gallaugher, Michael P. B.; McNicholas, Paul D.
1
2020
From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. Zbl 07061240
Frühwirth-Schnatter, Sylvia; Malsiner-Walli, Gertraud
4
2019
Variable selection in model-based clustering and discriminant analysis with a regularization approach. Zbl 07061248
Celeux, Gilles; Maugis-Rabusseau, Cathy; Sedki, Mohammed
3
2019
Studying crime trends in the USA over the years 2000–2012. Zbl 1459.62220
Melnykov, Volodymyr; Zhu, Xuwen
3
2019
Unifying data units and models in (co-)clustering. Zbl 1459.62105
Biernacki, Christophe; Lourme, Alexandre
2
2019
Finite mixture of regression models for censored data based on scale mixtures of normal distributions. Zbl 07061242
Zeller, Camila Borelli; Cabral, Celso Rômulo Barbosa; Lachos, Víctor Hugo; Benites, Luis
1
2019
Finite mixtures, projection pursuit and tensor rank: a triangulation. Zbl 1466.62355
Loperfido, Nicola
1
2019
Robust clustering for functional data based on trimming and constraints. Zbl 07061246
Rivera-García, Diego; García-Escudero, Luis A.; Mayo-Iscar, Agustín; Ortega, Joaquín
1
2019
Assessing trimming methodologies for clustering linear regression data. Zbl 1459.62010
Torti, Francesca; Perrotta, Domenico; Riani, Marco; Cerioli, Andrea
1
2019
Directional co-clustering. Zbl 07103443
Salah, Aghiles; Nadif, Mohamed
1
2019
On support vector machines under a multiple-cost scenario. Zbl 07103446
Benítez-Peña, Sandra; Blanquero, Rafael; Carrizosa, Emilio; Ramírez-Cobo, Pepa
1
2019
Greedy Gaussian segmentation of multivariate time series. Zbl 1459.62170
Hallac, David; Nystrup, Peter; Boyd, Stephen
1
2019
Orthogonal nonnegative matrix tri-factorization based on Tweedie distributions. Zbl 07176223
Abe, Hiroyasu; Yadohisa, Hiroshi
1
2019
A classification tree approach for the modeling of competing risks in discrete time. Zbl 07176228
Berger, Moritz; Welchowski, Thomas; Schmitz-Valckenberg, Steffen; Schmid, Matthias
1
2019
Convex clustering for binary data. Zbl 1459.62109
Choi, Hosik; Lee, Seokho
1
2019
Bayesian shrinkage in mixture-of-experts models: identifying robust determinants of class membership. Zbl 07176230
Zens, Gregor
1
2019
A Kendall correlation coefficient between functional data. Zbl 1459.62092
Valencia, Dalia; Lillo, Rosa E.; Romo, Juan
1
2019
Linear components of quadratic classifiers. Zbl 1459.62104
Berrendero, José R.; Cárcamo, Javier
1
2019
Mixture model modal clustering. Zbl 07073910
Chacón, José E.
1
2019
New distance measures for classifying X-ray astronomy data into stellar classes. Zbl 07073917
Baíllo, Amparo; Cárcamo, Javier; Getman, Konstantin
1
2019
Model-based approach for household clustering with mixed scale variables. Zbl 07073918
Carmona, Christian; Nieto-Barajas, Luis; Canale, Antonio
1
2019
Mutual information, phi-squared and model-based co-clustering for contingency tables. Zbl 1416.62309
Govaert, Gérard; Nadif, Mohamed
8
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
3
2018
Model selection for Gaussian latent block clustering with the integrated classification likelihood. Zbl 1416.62349
Lomet, Aurore; Govaert, Gérard; Grandvalet, Yves
3
2018
A data driven equivariant approach to constrained Gaussian mixture modeling. Zbl 1414.62269
Rocci, Roberto; Gattone, Stefano Antonio; Di Mari, Roberto
2
2018
Unsupervised classification of children’s bodies using currents. Zbl 1414.62431
Barahona, Sonia; Gual-Arnau, Ximo; Ibáñez, Maria Victoria; Simó, Amelia
2
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
2
2018
Signal classification with a point process distance on the space of persistence diagrams. Zbl 1416.94030
Marchese, Andrew; Maroulas, Vasileios
2
2018
Archetypal shapes based on landmarks and extension to handle missing data. Zbl 1416.62326
Epifanio, Irene; Ibáñez, María Victoria; Simó, Amelia
2
2018
Non-symmetrical composite-based path modeling. Zbl 1416.62374
Dolce, Pasquale; Vinzi, Vincenzo Esposito; Lauro, Natale Carlo
2
2018
Transitional modeling of experimental longitudinal data with missing values. Zbl 1414.62013
de Rooij, Mark
1
2018
Relating brand confusion to ad similarities and brand strengths through image data analysis and classification. Zbl 1414.62495
Baier, Daniel; Frost, Sarah
1
2018
Clustering of imbalanced high-dimensional media data. Zbl 1414.62232
Brodinová, Šárka; Zaharieva, Maia; Filzmoser, Peter; Ortner, Thomas; Breiteneder, Christian
1
2018
D-trace estimation of a precision matrix using adaptive lasso penalties. Zbl 1414.62224
Avagyan, Vahe; Alonso, Andrés M.; Nogales, Francisco J.
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
Tree-structured modelling of categorical predictors in generalized additive regression. Zbl 1416.62364
Tutz, Gerhard; Berger, Moritz
1
2018
Mixture models for ordinal responses to account for uncertainty of choice. Zbl 1414.62019
Tutz, Gerhard; Schneider, Micha; Iannario, Maria; Piccolo, Domenico
7
2017
Multivariate and functional classification using depth and distance. Zbl 1414.62247
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter
4
2017
A uniform framework for the combination of penalties in generalized structured models. Zbl 1414.62321
Oelker, Margret-Ruth; Tutz, Gerhard
3
2017
A novel method for forecasting time series based on fuzzy logic and visibility graph. Zbl 1414.40004
Zhang, Rong; Ashuri, Baabak; Deng, Yong
3
2017
Model-based regression clustering for high-dimensional data: application to functional data. Zbl 1414.62238
Devijver, Emilie
2
2017
Constrained clustering with a complex cluster structure. Zbl 1414.62273
Śmieja, Marek; Wiercioch, Magdalena
2
2017
A fuzzy approach to robust regression clustering. Zbl 1414.62240
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
2
2017
Advances in credit scoring: combining performance and interpretation in kernel discriminant analysis. Zbl 1414.62421
Liberati, Caterina; Camillo, Furio; Saporta, Gilbert
1
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
General location model with factor analyzer covariance matrix structure and its applications. Zbl 1414.62205
Amiri, Leila; Khazaei, Mojtaba; Ganjali, Mojtaba
1
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
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
Robust scale estimators for fuzzy data. Zbl 1414.62104
de la Rosa de Sáa, Sara; Lubiano, María Asunción; Sinova, Beatriz; Filzmoser, Peter
1
2017
A mixture of generalized hyperbolic factor analyzers. Zbl 1414.62278
Tortora, Cristina; McNicholas, Paul D.; Browne, Ryan P.
13
2016
Varying uncertainty in CUB models. Zbl 1414.62327
Gottard, Anna; Iannario, Maria; Piccolo, Domenico
5
2016
Model based clustering for mixed data: clustMD. Zbl 1414.62254
McParland, Damien; Gormley, Isobel Claire
4
2016
Clustering of time series using quantile autocovariances. Zbl 1414.62372
Lafuente-Rego, Borja; Vilar, José A.
4
2016
A principal component method to impute missing values for mixed data. Zbl 1414.62206
Audigier, Vincent; Husson, François; Josse, Julie
3
2016
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
Quantile regression with group Lasso for classification. Zbl 1414.62318
Hashem, Hussein; Vinciotti, Veronica; Alhamzawi, Rahim; Yu, Keming
3
2016
Power analysis for the bootstrap likelihood ratio test for the number of classes in latent class models. Zbl 1414.62061
Tekle, Fetene B.; Gudicha, Dereje W.; Vermunt, Jeroen K.
2
2016
Item selection by latent class-based methods: an application to nursing home evaluation. Zbl 1414.62508
Bartolucci, Francesco; Montanari, Giorgio E.; Pandolfi, Silvia
2
2016
Semi-supervised model-based clustering with positive and negative constraints. Zbl 1414.62255
Melnykov, Volodymyr; Melnykov, Igor; Michael, Semhar
2
2016
An effective strategy for initializing the EM algorithm in finite mixture models. Zbl 1414.62256
Michael, Semhar; Melnykov, Volodymyr
2
2016
The \(k\)-means algorithm for 3D shapes with an application to apparel design. Zbl 1414.62295
Vinué, Guillermo; Simó, Amelia; Alemany, Sandra
1
2016
Micro-macro multilevel latent class models with multiple discrete individual-level variables. Zbl 1414.62228
Bennink, Margot; Croon, Marcel A.; Kroon, Brigitte; Vermunt, Jeroen K.
1
2016
Pruning boxes in a box-based classification method. Zbl 1414.62274
Spinelli, Vincenzo
1
2016
Marginal and simultaneous predictive classification using stratified graphical models. Zbl 1414.62262
Nyman, Henrik; Xiong, Jie; Pensar, Johan; Corander, Jukka
1
2016
Factor probabilistic distance clustering (FPDC): a new clustering method. Zbl 1414.62279
Tortora, Cristina; Summa, Mireille Gettler; Marino, Marina; Palumbo, Francesco
1
2016
Human capital estimation in higher education. Zbl 1414.62501
Lovaglio, Pietro Giorgio; Vacca, Gianmarco; Verzillo, Stefano
1
2016
The determination of uncertainty levels in robust clustering of subjects with longitudinal observations using the Dirichlet process mixture. Zbl 1414.62268
Rikhtehgaran, Reyhaneh; Kazemi, Iraj
1
2016
Trimmed fuzzy clustering for interval-valued data. Zbl 1414.62242
D’Urso, Pierpaolo; De Giovanni, Livia; Massari, Riccardo
6
2015
Classifying real-world data with the \(DD\alpha\)-procedure. Zbl 1414.62258
Mozharovskyi, Pavlo; Mosler, Karl; Lange, Tatjana
5
2015
Basic statistics for distributional symbolic variables: a new metric-based approach. Zbl 1414.62017
Irpino, Antonio; Verde, Rosanna
4
2015
Lasso-constrained regression analysis for interval-valued data. Zbl 1414.62305
Giordani, Paolo
3
2015
Improved initialisation of model-based clustering using Gaussian hierarchical partitions. Zbl 1414.62272
Scrucca, Luca; Raftery, Adrian E.
3
2015
Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library. Zbl 1414.62267
Riani, Marco; Cerioli, Andrea; Perrotta, Domenico; Torti, Francesca
3
2015
Modeling and forecasting interval time series with threshold models. Zbl 1414.62076
Rodrigues, Paulo M. M.; Salish, Nazarii
2
2015
Linear regression for numeric symbolic variables: a least squares approach based on Wasserstein distance. Zbl 1414.62306
Irpino, Antonio; Verde, Rosanna
2
2015
Mixture model averaging for clustering. Zbl 1414.62283
Wei, Yuhong; McNicholas, Paul D.
2
2015
Maximum likelihood estimation of Gaussian mixture models without matrix operations. Zbl 1416.65046
Nguyen, Hien D.; McLachlan, Geoffrey J.
2
2015
Probabilistic assessment of model-based clustering. Zbl 1414.62290
Zhu, Xuwen; Melnykov, Volodymyr
2
2015
Latent drop-out based transitions in linear quantile hidden Markov models for longitudinal responses with attrition. Zbl 1414.62302
Marino, Maria Francesca; Alfó, Marco
2
2015
Principal component analysis for probabilistic symbolic data: a more generic and accurate algorithm. Zbl 1414.62012
Chen, Meiling; Wang, Huiwen; Qin, Zhongfeng
1
2015
A new biplot procedure with joint classification of objects and variables by fuzzy \(c\)-means clustering. Zbl 1414.62022
Yamashita, Naoto; Mayekawa, Shin-ichi
1
2015
A diffusion model for churn prediction based on sociometric theory. Zbl 1414.91304
Droftina, Uroš; Štular, Mitja; Košir, Andrej
1
2015
Special issue on “New trends on model-based clustering and classification”. Special issue on “New trends on model-based clustering and classification”. Preface by the guest editors: Salvatore Ingrassia, Geoffrey J. McLachlan, Gérard Govaert. Zbl 07061524
Ingrassia, Salvatore; McLachlan, Geoffrey; Govaert, Gérard
1
2015
Functional data clustering: a survey. Zbl 1414.62018
Jacques, Julien; Preda, Cristian
19
2014
Clustering of financial time series in risky scenarios. Zbl 1414.62241
Durante, Fabrizio; Pappadà, Roberta; Torelli, Nicola
6
2014
Estimating common principal components in high dimensions. Zbl 07136978
Browne, Ryan P.; McNicholas, Paul D.
5
2014
Simplicial band depth for multivariate functional data. Zbl 1414.62066
López-Pintado, Sara; Sun, Ying; Lin, Juan K.; Genton, Marc G.
4
2014
A constrained robust proposal for mixture modeling avoiding spurious solutions. Zbl 1459.62110
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.
3
2014
Variational Bayes approximations for clustering via mixtures of normal inverse Gaussian distributions. Zbl 1459.62122
Subedi, Sanjeena; McNicholas, Paul D.
3
2014
Spatial functional normal mixed effect approach for curve classification. Zbl 1414.62270
Ruiz-Medina, Maria D.; Espejo, Rosa M.; Romano, Elvira
2
2014
A comparison of five recursive partitioning methods to find person subgroups involved in meaningful treatment-subgroup interactions. Zbl 1414.62239
Doove, L. L.; Dusseldorp, E.; Van Deun, K.; Van Mechelen, I.
2
2014
Hilbertian spatial periodically correlated first order autoregressive models. Zbl 1414.62402
Haghbin, H.; Shishebor, Z.; Soltani, A. R.
1
2014
...and 102 more Documents
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Cited by 1,052 Authors

26 McNicholas, Paul D.
18 Le Thi, Hoai An
18 Warrens, Matthijs J.
17 Punzo, Antonio
15 Melnykov, Volodymyr
14 García-Escudero, Luis Angel
14 Mayo-Iscar, Agustin
14 McLachlan, Geoffrey John
12 Browne, Ryan P.
11 Colubi, Ana
11 Ingrassia, Salvatore
11 Pham Dinh Tao
10 Riani, Marco
10 Roy, Anuradha
9 D’Urso, Pierpaolo
9 González-Rodríguez, Gil
9 Lee, Sharon X.
9 Lin, Tsung I.
8 Corander, Jukka
8 Gordaliza, Alfonso
7 Blanco-Fernández, Angela
7 Murphy, Thomas Brendan
7 Zhu, Xuwen
6 Atkinson, Anthony C.
6 Biernacki, Christophe
6 Hubert, Mia
6 Iannario, Maria
6 Jacques, Julien
6 Le, Hoai Minh
6 Leiva, Ricardo Aníbal
6 Piccolo, Domenico
6 Zuccolotto, Paola
5 Cerioli, Andrea
5 García-Bárzana, Marta
5 Greselin, Francesca
5 Koski, Timo J. T.
5 Massari, Riccardo
5 Michael, Semhar
5 Nguyen, Hien D. T.
5 Perrotta, Domenico
5 Ramos-Guajardo, Ana Belén
5 Tortora, Cristina
5 Wang, Wan-Lun
4 Bellini, Tiziano
4 Brito, Paula
4 Farcomeni, Alessio
4 Forbes, Florence
4 Frühwirth-Schnatter, Sylvia
4 Manisera, Marica
4 Minotti, Simona Caterina
4 Nguyen, Manh Cuong
4 Parvin, Hamid
4 Vilar, José Antonio
4 Vo, Xuan Thanh
3 Alonso, Andrés M.
3 Baier, Daniel
3 Bouveyron, Charles
3 Cappozzo, Andrea
3 De Giovanni, Livia
3 Dias, Sónia
3 Dotto, Francesco
3 Durante, Fabrizio
3 Dürre, Alexander
3 Fop, Michael
3 Galimberti, Giuliano
3 Gallegos, María Teresa
3 Ganjali, Mojtaba
3 Gormley, Isobel Claire
3 Hennig, Christian
3 Hu, Hongchang
3 Hwang, Heungsun
3 Josse, Julie
3 Karlis, Dimitris
3 Kontoghiorghes, Erricos John
3 Maleki, Mohsen
3 Maruotti, Antonello
3 Matrán, Carlos
3 Mozharovskyi, Pavlo
3 Murray, Paula M.
3 Nadif, Mohamed
3 Oh, Heeseok
3 Palumbo, Francesco
3 Phan, Duy Nhat
3 Ritter, Gunter
3 Rocci, Roberto
3 Rousseeuw, Peter J.
3 Schütte, Christof
3 Simone, Rosaria
3 Sinova, Beatriz
3 Soffritti, Gabriele
3 Subedi, Sanjeena
3 Tahata, Kouji
3 Takane, Yoshio
3 Torti, Francesca
3 Vilar, Juan Manuel
3 Vittadini, Giorgio
3 Vogel, Daniel
3 Weber, Marcus
3 Wraith, Darren
3 Yamamoto, Michio
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Cited in 131 Journals

105 Advances in Data Analysis and Classification. ADAC
57 Computational Statistics and Data Analysis
41 Journal of Classification
30 Statistics and Computing
19 Statistical Methods and Applications
17 Journal of Multivariate Analysis
17 Computational Statistics
13 Journal of Statistical Computation and Simulation
12 Information Sciences
10 Statistics & Probability Letters
10 Statistical Modelling
9 Communications in Statistics. Theory and Methods
9 Statistical Papers
8 Metron
8 Neural Computation
8 European Journal of Operational Research
7 Test
7 Data Mining and Knowledge Discovery
7 Statistical Methodology
6 Psychometrika
6 International Journal of Approximate Reasoning
6 Journal of Applied Statistics
6 Electronic Journal of Statistics
5 Journal of Statistical Planning and Inference
5 Bernoulli
5 Statistical Analysis and Data Mining
5 AStA. Advances in Statistical Analysis
4 Fuzzy Sets and Systems
4 Journal of the American Statistical Association
4 Statistics
4 Machine Learning
4 Mathematical Programming. Series A. Series B
4 Mathematical Problems in Engineering
4 Brazilian Journal of Probability and Statistics
4 Journal of the Korean Statistical Society
3 Discrete Applied Mathematics
3 Insurance Mathematics & Economics
3 Annals of Operations Research
3 Chaos
3 Journal of Machine Learning Research (JMLR)
3 Optimization Letters
3 The Annals of Applied Statistics
3 Bayesian Analysis
2 The Canadian Journal of Statistics
2 Journal of Mathematical Biology
2 Metrika
2 Bulletin of Mathematical Biology
2 Journal of Econometrics
2 Statistical Science
2 Neural Networks
2 Journal of Global Optimization
2 Communications in Statistics. Simulation and Computation
2 Theory of Computing Systems
2 Journal of Graph Algorithms and Applications
2 Australian & New Zealand Journal of Statistics
2 Quantitative Finance
2 Entropy
2 Communications on Pure and Applied Analysis
2 Multiscale Modeling & Simulation
2 Statistics Surveys
2 Journal of Agricultural, Biological, and Environmental Statistics
2 Japanese Journal of Statistics and Data Science
1 Journal of the Franklin Institute
1 Journal of Statistical Physics
1 Mathematical Biosciences
1 Mathematical Methods in the Applied Sciences
1 Physica A
1 Scandinavian Journal of Statistics
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 Computers & Operations Research
1 Journal of Scientific Computing
1 Automation and Remote Control
1 International Journal of Computer Mathematics
1 Linear Algebra and its Applications
1 Pattern Recognition
1 Journal of Nonlinear Science
1 Computational Economics
1 Journal of Logic, Language and Information
1 SIAM Journal on Scientific Computing
1 Computational and Applied Mathematics
1 Lifetime Data Analysis
1 Discussiones Mathematicae. Graph Theory
1 Journal of Nonparametric Statistics
1 Optimization Methods & Software
1 Journal of Inequalities and Applications
1 PAA. Pattern Analysis and Applications
1 New Journal of Physics
1 CEJOR. Central European Journal of Operations Research
1 Fundamenta Informaticae
1 RAIRO. Operations Research
1 Scandinavian Actuarial Journal
1 Electronic Commerce Research
1 Decisions in Economics and Finance
1 Iranian Journal of Science and Technology. Transaction A: Science
...and 31 more Journals
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Cited in 36 Fields

524 Statistics (62-XX)
78 Computer science (68-XX)
50 Numerical analysis (65-XX)
49 Operations research, mathematical programming (90-XX)
48 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
34 Probability theory and stochastic processes (60-XX)
18 Combinatorics (05-XX)
17 Biology and other natural sciences (92-XX)
6 Functional analysis (46-XX)
4 History and biography (01-XX)
4 Linear and multilinear algebra; matrix theory (15-XX)
4 Statistical mechanics, structure of matter (82-XX)
4 Information and communication theory, circuits (94-XX)
3 Mathematical logic and foundations (03-XX)
3 Dynamical systems and ergodic theory (37-XX)
3 Harmonic analysis on Euclidean spaces (42-XX)
3 Operator theory (47-XX)
3 Geophysics (86-XX)
3 Systems theory; control (93-XX)
2 Calculus of variations and optimal control; optimization (49-XX)
2 Convex and discrete geometry (52-XX)
2 General topology (54-XX)
1 General and overarching topics; collections (00-XX)
1 Order, lattices, ordered algebraic structures (06-XX)
1 Real functions (26-XX)
1 Functions of a complex variable (30-XX)
1 Several complex variables and analytic spaces (32-XX)
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1 Optics, electromagnetic theory (78-XX)
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