×

zbMATH — the first resource for mathematics

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: 394 Publications (since 2007)
References Indexed: 370 Publications with 13,710 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 Brito, Paula
4 Browne, Ryan P.
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 Scrucca, Luca
4 Takane, Yoshio
4 Vermunt, Jeroen K.
3 Bacci, Silvia
3 Baier, Daniel
3 Bartolucci, Francesco
3 Batagelj, Vladimir
3 Biernacki, Christophe
3 Frühwirth-Schnatter, Sylvia
3 Guénoche, Alain
3 Hennig, Christian
3 Hwang, Heungsun
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 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 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 Loisel, Sébastien
2 Mahmoud, Osama H.
2 Maroulas, Vasileios
2 Miftahuddin, Miftahuddin
...and 646 more Authors

Publications by Year

Citations contained in zbMATH Open

222 Publications have been cited 926 times in 689 Documents Cited by Year
On mixtures of skew normal and skew \(t\)-distributions. Zbl 1273.62115
Lee, Sharon X.; McLachlan, Geoffrey J.
59
2013
Methods for merging Gaussian mixture components. Zbl 1306.62141
Hennig, Christian
45
2010
A review of robust clustering methods. Zbl 1284.62375
García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín
33
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
31
2008
Least squares estimation of linear regression models for convex compact random sets. Zbl 1131.62058
González-Rodríguez, Gil; Blanco, Ángela; Corral, Norberto; Colubi, Ana
27
2007
Clustering and classification via cluster-weighted factor analyzers. Zbl 1271.62137
Subedi, Sanjeena; Punzo, Antonio; Ingrassia, Salvatore; McNicholas, Paul D.
24
2013
Functional data clustering: a survey. Zbl 1414.62018
Jacques, Julien; Preda, Cristian
22
2014
Fast algorithms for determining (generalized) core groups in social networks. Zbl 1284.05252
Batagelj, Vladimir; Zaveršnik, Matjaž
20
2011
Model-based clustering of time series in group-specific functional subspaces. Zbl 1274.62416
Bouveyron, Charles; Jacques, Julien
20
2011
Trimming algorithms for clustering contaminated grouped data and their robustness. Zbl 1284.62372
Gallegos, María Teresa; Ritter, Gunter
18
2009
A mixture of generalized hyperbolic factor analyzers. Zbl 1414.62278
Tortora, Cristina; McNicholas, Paul D.; Browne, Ryan P.
14
2016
Robust classification for skewed data. Zbl 1284.62378
Hubert, Mia; Van der Veeken, Stephan
13
2010
Inequalities between multi-rater kappas. Zbl 1284.62338
Warrens, Matthijs J.
13
2010
A simulation study to compare robust clustering methods based on mixtures. Zbl 1284.62366
Coretto, Pietro; Hennig, Christian
12
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
Adaptive dissimilarity index for measuring time series proximity. Zbl 1131.62078
Douzal Chouakria, Ahlame; Naidu Nagabhushan, Panduranga
11
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
Fast calibrations of the forward search for testing multiple outliers in regression. Zbl 1301.62069
Riani, Marco; Atkinson, Anthony C.
11
2007
Preliminary estimators for a mixture model of ordinal data. Zbl 1254.62004
Iannario, Maria
10
2012
Clustering of financial time series in risky scenarios. Zbl 1414.62241
Durante, Fabrizio; Pappadà, Roberta; Torelli, Nicola
10
2014
Mutual information, phi-squared and model-based co-clustering for contingency tables. Zbl 1416.62309
Govaert, Gérard; Nadif, Mohamed
9
2018
The \(k\)-step spatial sign covariance matrix. Zbl 1284.62367
Croux, C.; Dehon, C.; Yadine, A.
8
2010
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
Estimating common principal components in high dimensions. Zbl 1474.62183
Browne, Ryan P.; McNicholas, Paul D.
8
2014
Fuzzy spectral clustering by PCCA+: application to Markov state models and data classification. Zbl 1273.62145
Röblitz, Susanna; Weber, Marcus
8
2013
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
A latent variables approach for clustering mixed binary and continuous variables within a Gaussian mixture model. Zbl 1284.62384
Morlini, Isabella
7
2012
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
A clustering ensemble framework based on elite selection of weighted clusters. Zbl 1267.62076
Parvin, Hamid; Minaei-Bidgoli, Behrouz
7
2013
Clustering of time series using quantile autocovariances. Zbl 1414.62372
Lafuente-Rego, Borja; Vilar, José A.
7
2016
Mixture models for ordinal responses to account for uncertainty of choice. Zbl 1414.62019
Tutz, Gerhard; Schneider, Micha; Iannario, Maria; Piccolo, Domenico
7
2017
Cohen’s linearly weighted kappa is a weighted average. Zbl 1284.62348
Warrens, Matthijs J.
6
2012
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
6
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
Cohen’s weighted kappa with additive weights. Zbl 1271.62128
Warrens, Matthijs J.
5
2013
Studying crime trends in the USA over the years 2000–2012. Zbl 1459.62220
Melnykov, Volodymyr; Zhu, Xuwen
5
2019
Varying uncertainty in CUB models. Zbl 1414.62327
Gottard, Anna; Iannario, Maria; Piccolo, Domenico
5
2016
A fuzzy approach to robust regression clustering. Zbl 1414.62240
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
5
2017
Simplicial band depth for multivariate functional data. Zbl 1414.62066
López-Pintado, Sara; Sun, Ying; Lin, Juan K.; Genton, Marc G.
5
2014
Basic statistics for distributional symbolic variables: a new metric-based approach. Zbl 1414.62017
Irpino, Antonio; Verde, Rosanna
5
2015
Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library. Zbl 1414.62267
Riani, Marco; Cerioli, Andrea; Perrotta, Domenico; Torti, Francesca
5
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
5
2007
Generalized marginal homogeneity model and its relation to marginal equimoments for square contingency tables with ordered categories. Zbl 1284.62337
Tahata, Kouji; Tomizawa, Sadao
4
2008
Variable selection in model-based clustering using multilocus genotype data. Zbl 1284.62397
Toussile, Wilson; Gassiat, Elisabeth
4
2009
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
Robust clustering around regression lines with high density regions. Zbl 1474.62217
Cerioli, Andrea; Perrotta, Domenico
4
2014
Variational Bayes approximations for clustering via mixtures of normal inverse Gaussian distributions. Zbl 1459.62122
Subedi, Sanjeena; McNicholas, Paul D.
4
2014
Model-based clustering of probability density functions. Zbl 1273.62140
Montanari, Angela; Calò, Daniela G.
4
2013
Model selection for Gaussian latent block clustering with the integrated classification likelihood. Zbl 1416.62349
Lomet, Aurore; Govaert, Gérard; Grandvalet, Yves
4
2018
From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. Zbl 1474.62225
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
A uniform framework for the combination of penalties in generalized structured models. Zbl 1414.62321
Oelker, Margret-Ruth; Tutz, Gerhard
4
2017
Multivariate and functional classification using depth and distance. Zbl 1414.62247
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter
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
Improved initialisation of model-based clustering using Gaussian hierarchical partitions. Zbl 1414.62272
Scrucca, Luca; Raftery, Adrian E.
4
2015
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
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
On Robinsonian dissimilarities, the consecutive ones property and latent variable models. Zbl 1284.62317
Warrens, Matthijs J.
3
2009
Robust kernel principal component analysis and classification. Zbl 1284.62370
Debruyne, Michiel; Verdonck, Tim
3
2010
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
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
Optimum simultaneous discretization with data grid models in supervised classification: a Bayesian model selection approach. Zbl 1231.62030
Boullé, Marc
3
2009
Classification in music research. Zbl 1183.62109
Weihs, Claus; Ligges, Uwe; Mörchen, Fabian; Müllensiefen, Daniel
3
2007
A constrained robust proposal for mixture modeling avoiding spurious solutions. Zbl 1459.62110
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.
3
2014
Interpretable clustering using unsupervised binary trees. Zbl 1267.62075
Fraiman, Ricardo; Ghattas, Badih; Svarc, Marcela
3
2013
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
Clustering student skill set profiles in a unit hypercube using mixtures of multivariate betas. Zbl 1416.62334
Dean, Nema; Nugent, Rebecca
3
2013
Assessing trimming methodologies for clustering linear regression data. Zbl 1459.62010
Torti, Francesca; Perrotta, Domenico; Riani, Marco; Cerioli, Andrea
3
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
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
Semi-supervised model-based clustering with positive and negative constraints. Zbl 1414.62255
Melnykov, Volodymyr; Melnykov, Igor; Michael, Semhar
3
2016
Quantile regression with group Lasso for classification. Zbl 1414.62318
Hashem, Hussein; Vinciotti, Veronica; Alhamzawi, Rahim; Yu, Keming
3
2016
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
Unsupervised classification of children’s bodies using currents. Zbl 1414.62431
Barahona, Sonia; Gual-Arnau, Ximo; Ibáñez, Maria Victoria; Simó, Amelia
3
2018
Lasso-constrained regression analysis for interval-valued data. Zbl 1414.62305
Giordani, Paolo
3
2015
Modeling and forecasting interval time series with threshold models. Zbl 1414.62076
Rodrigues, Paulo M. M.; Salish, Nazarii
3
2015
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
Latent drop-out based transitions in linear quantile hidden Markov models for longitudinal responses with attrition. Zbl 1414.62302
Marino, Maria Francesca; Alfó, Marco
3
2015
Directional co-clustering. Zbl 1474.62244
Salah, Aghiles; Nadif, Mohamed
3
2019
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
Galois closed entity sets and \(k\)-balls of quasi-ultrametric multi-way dissimilarities. Zbl 1133.62335
Diatta, Jean
2
2007
Plastic card fraud detection using peer group analysis. Zbl 1183.62216
Weston, David J.; Hand, David J.; Adams, Niall M.; Whitrow, Christopher; Juszczak, Piotr
2
2008
Comparison of alignment free string distances for complete genome phylogeny. Zbl 1284.92073
Guyon, Frédéric; Brochier-Armanet, Céline; Guénoche, Alain
2
2009
A cost-sensitive constrained Lasso. Zbl 07363868
Blanquero, Rafael; Carrizosa, Emilio; Ramírez-Cobo, Pepa; Sillero-Denamiel, M. Remedios
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
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
Mixtures of skewed matrix variate bilinear factor analyzers. Zbl 1474.62227
Gallaugher, Michael P. B.; McNicholas, Paul D.
2
2020
A fragmented-periodogram approach for clustering big data time series. Zbl 1474.62214
Caiado, Jorge; Crato, Nuno; Poncela, Pilar
1
2020
Optimal arrangements of hyperplanes for SVM-based multiclass classification. Zbl 1474.62213
Blanco, Víctor; Japón, Alberto; Puerto, Justo
1
2020
The ultrametric correlation matrix for modelling hierarchical latent concepts. Zbl 1459.62097
Cavicchia, Carlo; Vichi, Maurizio; Zaccaria, Giorgia
1
2020
Mixture modeling of data with multiple partial right-censoring levels. Zbl 1459.62183
Michael, Semhar; Miljkovic, Tatjana; Melnykov, Volodymyr
1
2020
Studying crime trends in the USA over the years 2000–2012. Zbl 1459.62220
Melnykov, Volodymyr; Zhu, Xuwen
5
2019
From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. Zbl 1474.62225
Frühwirth-Schnatter, Sylvia; Malsiner-Walli, Gertraud
4
2019
Assessing trimming methodologies for clustering linear regression data. Zbl 1459.62010
Torti, Francesca; Perrotta, Domenico; Riani, Marco; Cerioli, Andrea
3
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
Directional co-clustering. Zbl 1474.62244
Salah, Aghiles; Nadif, Mohamed
3
2019
Unifying data units and models in (co-)clustering. Zbl 1459.62105
Biernacki, Christophe; Lourme, Alexandre
2
2019
Mixture model modal clustering. Zbl 1474.62218
Chacón, José E.
2
2019
Subspace clustering for the finite mixture of generalized hyperbolic distributions. Zbl 1474.62187
Kim, Nam-Hwui; Browne, Ryan
2
2019
On support vector machines under a multiple-cost scenario. Zbl 1474.62211
Benítez-Peña, Sandra; Blanquero, Rafael; Carrizosa, Emilio; Ramírez-Cobo, Pepa
2
2019
Greedy Gaussian segmentation of multivariate time series. Zbl 1459.62170
Hallac, David; Nystrup, Peter; Boyd, Stephen
2
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
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 1474.62166
Rivera-García, Diego; García-Escudero, Luis A.; Mayo-Iscar, Agustín; Ortega, Joaquín
1
2019
Linear components of quadratic classifiers. Zbl 1459.62104
Berrendero, José R.; Cárcamo, Javier
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 1474.62439
Carmona, Christian; Nieto-Barajas, Luis; Canale, Antonio
1
2019
Generalised linear model trees with global additive effects. Zbl 1474.62269
Seibold, Heidi; Hothorn, Torsten; Zeileis, Achim
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
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 1474.62382
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 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
9
2018
Model selection for Gaussian latent block clustering with the integrated classification likelihood. Zbl 1416.62349
Lomet, Aurore; Govaert, Gérard; Grandvalet, Yves
4
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
Unsupervised classification of children’s bodies using currents. Zbl 1414.62431
Barahona, Sonia; Gual-Arnau, Ximo; Ibáñez, Maria Victoria; Simó, Amelia
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
2
2018
Minimum distance method for directional data and outlier detection. Zbl 1416.62175
Sau, Mercedes Fernandez; Rodriguez, Daniela
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
Tree-structured modelling of categorical predictors in generalized additive regression. Zbl 1416.62364
Tutz, Gerhard; Berger, Moritz
2
2018
Non-symmetrical composite-based path modeling. Zbl 1416.62374
Dolce, Pasquale; Vinzi, Vincenzo Esposito; Lauro, Natale Carlo
2
2018
A data driven equivariant approach to constrained Gaussian mixture modeling. Zbl 1414.62269
Rocci, Roberto; Gattone, Stefano Antonio; Di Mari, Roberto
2
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
Sparsest factor analysis for clustering variables: a matrix decomposition approach. Zbl 1416.62319
Adachi, Kohei; Trendafilov, Nickolay T.
1
2018
Hierarchical clustering of asymmetric networks. Zbl 1414.91298
Carlsson, Gunnar; Mémoli, Facundo; Ribeiro, Alejandro; Segarra, Santiago
1
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
Clusterwise analysis for multiblock component methods. Zbl 1414.62231
Bougeard, Stéphanie; Abdi, Hervé; Saporta, Gilbert; Niang, Ndèye
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
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 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
Multivariate and functional classification using depth and distance. Zbl 1414.62247
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter
4
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
Disjoint factor analysis with cross-loadings. Zbl 1414.62222
Vichi, Maurizio
2
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
2
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
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
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.
14
2016
Clustering of time series using quantile autocovariances. Zbl 1414.62372
Lafuente-Rego, Borja; Vilar, José A.
7
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
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
Semi-supervised model-based clustering with positive and negative constraints. Zbl 1414.62255
Melnykov, Volodymyr; Melnykov, Igor; Michael, Semhar
3
2016
Quantile regression with group Lasso for classification. Zbl 1414.62318
Hashem, Hussein; Vinciotti, Veronica; Alhamzawi, Rahim; Yu, Keming
3
2016
The \(k\)-means algorithm for 3D shapes with an application to apparel design. Zbl 1414.62295
Vinué, Guillermo; Simó, Amelia; Alemany, Sandra
2
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
An effective strategy for initializing the EM algorithm in finite mixture models. Zbl 1414.62256
Michael, Semhar; Melnykov, Volodymyr
2
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
Exponential family mixed membership models for soft clustering of multivariate data. Zbl 1414.62284
White, Arthur; Murphy, Thomas Brendan
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
6
2015
Basic statistics for distributional symbolic variables: a new metric-based approach. Zbl 1414.62017
Irpino, Antonio; Verde, Rosanna
5
2015
Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library. Zbl 1414.62267
Riani, Marco; Cerioli, Andrea; Perrotta, Domenico; Torti, Francesca
5
2015
Improved initialisation of model-based clustering using Gaussian hierarchical partitions. Zbl 1414.62272
Scrucca, Luca; Raftery, Adrian E.
4
2015
Lasso-constrained regression analysis for interval-valued data. Zbl 1414.62305
Giordani, Paolo
3
2015
Modeling and forecasting interval time series with threshold models. Zbl 1414.62076
Rodrigues, Paulo M. M.; Salish, Nazarii
3
2015
Linear regression for numeric symbolic variables: a least squares approach based on Wasserstein distance. Zbl 1414.62306
Irpino, Antonio; Verde, Rosanna
3
2015
...and 122 more Documents
all top 5

Cited by 1,176 Authors

27 McNicholas, Paul D.
19 Le Thi, Hoai An
19 Punzo, Antonio
18 Warrens, Matthijs J.
16 García-Escudero, Luis Angel
16 Mayo-Iscar, Agustin
16 McLachlan, Geoffrey John
16 Melnykov, Volodymyr
14 Browne, Ryan P.
12 D’Urso, Pierpaolo
12 Ingrassia, Salvatore
12 Riani, Marco
11 Colubi, Ana
11 Pham Dinh Tao
11 Roy, Anuradha
10 Lee, Sharon X.
10 Lin, Tsung I.
9 González-Rodríguez, Gil
8 Corander, Jukka
8 Gordaliza, Alfonso
8 Zhu, Xuwen
7 Blanco-Fernández, Angela
7 Hubert, Mia
7 Le, Hoai Minh
7 Leiva, Ricardo Aníbal
7 Murphy, Thomas Brendan
7 Zuccolotto, Paola
6 Atkinson, Anthony C.
6 Biernacki, Christophe
6 Cerioli, Andrea
6 Farcomeni, Alessio
6 Iannario, Maria
6 Jacques, Julien
6 Massari, Riccardo
6 Perrotta, Domenico
6 Piccolo, Domenico
6 Wang, Wan-Lun
5 De Giovanni, Livia
5 García-Bárzana, Marta
5 Greselin, Francesca
5 Koski, Timo J. T.
5 Michael, Semhar
5 Nguyen, Hien D. T.
5 Ramos-Guajardo, Ana Belén
5 Tortora, Cristina
4 Alonso, Andrés M.
4 Bellini, Tiziano
4 Brito, Paula
4 Forbes, Florence
4 Frühwirth-Schnatter, Sylvia
4 Hu, Hongchang
4 Manisera, Marica
4 Maruotti, Antonello
4 Minotti, Simona Caterina
4 Nadif, Mohamed
4 Nguyen, Manh Cuong
4 Parvin, Hamid
4 Phan, Duy Nhat
4 Rousseeuw, Peter J.
4 Tahata, Kouji
4 Torti, Francesca
4 Vilar, José Antonio
4 Vo, Xuan Thanh
3 Adachi, Kohei
3 Berger, Moritz
3 Bouveyron, Charles
3 Cappozzo, Andrea
3 Chacón, José E.
3 Croux, Christophe
3 de A. T. de Carvalho, Francisco
3 De Luca, Giovanni
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 Greco, Luca
3 Hennig, Christian
3 Hwang, Heungsun
3 Josse, Julie
3 Karlis, Dimitris
3 Kontoghiorghes, Erricos John
3 Lucadamo, Antonio
3 Maleki, Mohsen
3 Matrán, Carlos
3 Mozharovskyi, Pavlo
3 Murray, Paula M.
3 Oh, Heeseok
3 Palumbo, Francesco
3 Ranalli, Monia
3 Ritter, Gunter
3 Rocci, Roberto
3 Sarkar, Shuchismita
3 Schütte, Christof
3 Scrucca, Luca
3 Simone, Rosaria
...and 1,076 more Authors
all top 5

Cited in 137 Journals

109 Advances in Data Analysis and Classification. ADAC
61 Computational Statistics and Data Analysis
43 Journal of Classification
37 Statistics and Computing
24 Statistical Methods and Applications
18 Journal of Multivariate Analysis
17 Computational Statistics
16 International Journal of Approximate Reasoning
13 Information Sciences
13 Journal of Statistical Computation and Simulation
11 Test
11 Statistical Papers
10 Statistics & Probability Letters
10 European Journal of Operational Research
10 Statistical Modelling
9 Metron
9 Communications in Statistics. Theory and Methods
8 Neural Computation
7 Psychometrika
7 Data Mining and Knowledge Discovery
7 Statistical Methodology
6 Journal of Statistical Planning and Inference
6 Journal of Applied Statistics
6 AStA. Advances in Statistical Analysis
6 Electronic Journal of Statistics
5 Annals of Operations Research
5 Machine Learning
5 Bernoulli
5 Statistical Analysis and Data Mining
5 The Annals of Applied Statistics
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
4 Brazilian Journal of Probability and Statistics
4 Journal of the Korean Statistical Society
3 Discrete Applied Mathematics
3 Statistical Science
3 Neural Networks
3 Theory of Computing Systems
3 Chaos
3 Journal of Machine Learning Research (JMLR)
3 Optimization Letters
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 Physica A
2 Bulletin of Mathematical Biology
2 Journal of Econometrics
2 Statistica
2 Journal of Global Optimization
2 Communications in Statistics. Simulation and Computation
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 Journal of Statistical Theory and Practice
2 Statistics Surveys
2 Journal of Agricultural, Biological, and Environmental Statistics
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 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
...and 37 more Journals
all top 5

Cited in 38 Fields

574 Statistics (62-XX)
92 Computer science (68-XX)
55 Numerical analysis (65-XX)
55 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
52 Operations research, mathematical programming (90-XX)
33 Probability theory and stochastic processes (60-XX)
19 Combinatorics (05-XX)
18 Biology and other natural sciences (92-XX)
6 Functional analysis (46-XX)
6 Statistical mechanics, structure of matter (82-XX)
5 Linear and multilinear algebra; matrix theory (15-XX)
5 Dynamical systems and ergodic theory (37-XX)
4 History and biography (01-XX)
4 Geophysics (86-XX)
4 Information and communication theory, circuits (94-XX)
3 Mathematical logic and foundations (03-XX)
3 Harmonic analysis on Euclidean spaces (42-XX)
3 Operator theory (47-XX)
3 Systems theory; control (93-XX)
2 General and overarching topics; collections (00-XX)
2 Calculus of variations and optimal control; optimization (49-XX)
2 Convex and discrete geometry (52-XX)
2 General topology (54-XX)
2 Astronomy and astrophysics (85-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)
1 Ordinary differential equations (34-XX)
1 Partial differential equations (35-XX)
1 Approximations and expansions (41-XX)
1 Geometry (51-XX)
1 Differential geometry (53-XX)
1 Algebraic topology (55-XX)
1 Global analysis, analysis on manifolds (58-XX)
1 Optics, electromagnetic theory (78-XX)
1 Quantum theory (81-XX)
1 Mathematics education (97-XX)

Citations by Year