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Journal of Classification

Short Title: J. Classif.
Publisher: Springer US, New York, NY
ISSN: 0176-4268; 1432-1343/e
Online: https://link.springer.com/journal/357/volumes-and-issues
Comments: Journal; Indexed cover-to-cover
Documents Indexed: 605 Publications (since 1984)
References Indexed: 474 Publications with 15,715 References.
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Authors

13 Warrens, Matthijs J.
12 McNicholas, Paul D.
11 Brusco, Michael J.
11 Van Mechelen, Iven
10 DeSarbo, Wayne S.
10 Heiser, Willem J.
10 Kiers, Henk A. L.
10 Murtagh, Fionn D.
9 Carroll, J. Douglas
9 Hansen, Pierre
8 Gower, John C.
8 Meulman, Jacqueline J.
8 Steinley, Douglas L.
7 de Rooij, Mark
7 Ingrassia, Salvatore
7 Krzanowski, Wojtek Janusz
7 Punzo, Antonio
6 Browne, Ryan P.
6 Groenen, Patrick J. F.
6 Priebe, Carey E.
6 Vichi, Maurizio
5 Barthelemy, Jean-Pierre
5 Chiu, Chia-Yi
5 De Soete, Geert
5 Jaumard, Brigitte
5 Melnykov, Volodymyr
5 Siciliano, Roberta
4 Batagelj, Vladimir
4 Ceulemans, Eva
4 Chaturvedi, Anil D.
4 D’Ambrosio, Antonio
4 Day, William H. E.
4 D’Urso, Pierpaolo
4 Fraley, Chris
4 Greenacre, Michael J.
4 Huber, Katharina T.
4 Köhn, Hans-Friedrich
4 Lee, Herbert K. H.
4 Legendre, Pierre
4 McMorris, Frederick R.
4 Minotti, Simona Caterina
4 Mirkin, Boris G.
4 Moulton, Vincent L.
4 Schepers, Jan
4 Song, Xinyuan
4 ten Berge, Jos M. F.
4 Vermunt, Jeroen K.
4 Vittadini, Giorgio
4 Wilderjans, Tom Frans
4 Yadohisa, Hiroshi
3 Amodio, Sonia
3 Aria, Massimo
3 Bennani Dosse, Mohammed
3 Biernacki, Christophe
3 Bradley, Patrick Erik
3 de Amorim, Renato Cordeiro
3 Depril, Dirk
3 Gascuel, Olivier
3 Giordani, Paolo E.
3 Green, Paul E.
3 Guénoche, Alain
3 Hartigan, John A.
3 Hassanien, Aboul Ella
3 Hubert, Lawrence J.
3 Leclerc, Bruno
3 Liu, Hongyun
3 Makarenkov, Vladimir
3 Marbac, Matthieu
3 Mladenović, Nenad
3 Ombao, Hernando C.
3 Préa, Pascal
3 Raftery, Adrian E.
3 Sankoff, David
3 Subedi, Sanjeena
3 Vera, José Fernando
3 Vicari, Donatella
3 Zhu, Xuwen
2 Adachi, Kohei
2 Al Ibrahim, A. H.
2 Albatineh, Ahmed N.
2 Albers, Casper J.
2 Anderson, Carolyn Jane
2 Andrews, Jeffrey L.
2 Arabie, Phipps
2 Banks, David L.
2 Bar-Hen, Avner
2 Bartolucci, Francesco
2 Baulieu, Forrest B.
2 Bavaud, François
2 Bock, Hans-Hermann
2 Bouveyron, Charles
2 Brossier, Gildas
2 Brucker, François
2 Casa, Alessandro
2 Celeux, Gilles
2 Chepoi, Victor D.
2 Constantinescu, Mariana
2 Conversano, Claudio
2 Cuadras, Carles M.
2 Dang, Utkarsh J.
...and 764 more Authors

Publications by Year

Citations contained in zbMATH Open

409 Publications have been cited 3,718 times in 2,450 Documents Cited by Year
Estimation and prediction for stochastic blockmodels for graphs with latent block structure. Zbl 0896.62063
Snijders, Tom A. B.; Nowicki, Krzysztof
109
1997
A maximum likelihood methodology for clusterwise linear regression. Zbl 0692.62052
DeSarbo, Wayne S.; Cron, William L.
107
1988
Identifiability of models for clusterwise linear regression. Zbl 1017.62058
Hennig, Christian
100
2000
The complexity of reconstructing trees from qualitative characters and subtrees. Zbl 0766.92002
Steel, Michael
94
1992
Metric and Euclidean properties of dissimilarity coefficients. Zbl 0592.62048
Gower, J. C.; Legendre, P.
79
1986
Clustering functional data. Zbl 1112.62327
Tarpey, Thaddeus; Kinateder, Kimberly K. J.
64
2003
A mixture likelihood approach for generalized linear models. Zbl 0825.62611
Wedel, Michel; DeSarbo, Wayne S.
59
1995
An entropy criterion for assessing the number of clusters in a mixture model. Zbl 0861.62051
Celeux, Gilles; Soromenho, Gilda
59
1996
On the use of ordered sets in problems of comparison and consensus of classifications. Zbl 0647.62056
Barthélemy, Jean-Pierre; Leclerc, Bruno; Monjardet, Bernard
53
1986
Bayesian regularization for normal mixture estimation and model-based clustering. Zbl 1159.62302
Fraley, Chris; Raftery, Adrian E.
53
2007
Hierarchical clustering via joint between-within distances: extending Ward’s minimum variance method. Zbl 1336.62192
Szekely, Gabor J.; Rizzo, Maria L.
52
2005
MCLUST: Software for model-based cluster analysis. Zbl 0951.91500
Fraley, Chris
48
1999
Model-based clustering. Zbl 1364.62155
McNicholas, Paul D.
46
2016
Clusters of time series. Zbl 1017.62079
Maharaj, Elizabeth Ann
45
2000
Local statistical modeling via a cluster-weighted approach with elliptical distributions. Zbl 1360.62335
Ingrassia, Salvatore; Minotti, Simona C.; Vittadini, Giorgio
43
2012
Invariants of phylogenies in a simple case with discrete states. Zbl 0612.62142
Cavender, James A.; Felsenstein, Joseph
43
1987
Initializing \(K\)-means batch clustering: A critical evaluation of several techniques. Zbl 1144.62331
Steinley, Douglas; Brusco, Michael J.
40
2007
Enhanced model-based clustering, density estimation, and discriminant analysis software:
MCLUST.
 Zbl 1055.62071
Fraley, Chris; Raftery, Adrian E.
40
2003
Estimating the cluster tree of a density by analyzing the minimal spanning tree of a sample. Zbl 1055.62075
Stuetzle, Werner
38
2003
Clustering criteria for discrete data and latent class models. Zbl 0775.62150
Celeux, Gilles; Govaert, Gérard
37
1991
On similarity indices and correction for chance agreement. Zbl 1336.62168
Albatineh, Ahmed N.; Niewiadomska-Bugaj, Magdalena; Mihalko, Daniel
35
2006
The generalized linear mixed cluster-weighted model. Zbl 1331.62310
Ingrassia, Salvatore; Punzo, Antonio; Vittadini, Giorgio; Minotti, Simona C.
35
2015
Robust clustering in regression analysis via the contaminated Gaussian cluster-weighted model. Zbl 1373.62316
Punzo, Antonio; McNicholas, Paul. D.
33
2017
A proposal for robust curve clustering. Zbl 1336.62179
Garcia-Escudero, Luis Angel; Gordaliza, Alfonso
33
2005
Efficient algorithms for agglomerative hierarchical clustering methods. Zbl 0563.62034
Day, William H. E.; Edelsbrunner, Herbert
33
1984
Statistical theory in clustering. Zbl 0575.62058
Hartigan, J. A.
32
1985
On the equivalence of Cohen’s kappa and the Hubert-Arabie adjusted Rand index. Zbl 1276.62043
Warrens, Matthijs J.
31
2008
Optimal algorithms for comparing trees with labeled leaves. Zbl 0589.62044
Day, William H. E.
31
1985
Convergence of the majorization method for multidimensional scaling. Zbl 0692.62056
De Leeuw, Jan
28
1988
Wavelet-based fuzzy clustering of time series. Zbl 1337.62307
Maharaj, Elizabeth Ann; D’Urso, Pierpaolo; Galagedera, Don U. A.
26
2010
Classification using class cover catch digraphs. Zbl 1055.62074
Priebe, Carey E.; Marchette, David J.; DeVinney, Jason G.; Socolinsky, Diego A.
26
2003
On ultrametricity, data coding, and computation. Zbl 1084.62052
Murtagh, Fionn
25
2004
Identifiability of finite mixtures of multinomial logit models with varying and fixed effects. Zbl 1276.62021
Grün, Bettina; Leisch, Friedrich
25
2008
Multivariate response and parsimony for Gaussian cluster-weighted models. Zbl 1364.62149
Dang, Utkarsh J.; Punzo, Antonio; McNicholas, Paul D.; Ingrassia, Salvatore; Browne, Ryan P.
24
2017
Ward’s hierarchical agglomerative clustering method: which algorithms implement Ward’s criterion? Zbl 1360.62344
Murtagh, Fionn; Legendre, Pierre
24
2014
The median procedure for n-trees. Zbl 0617.62066
Barthélemy, Jean-Pierre; McMorris, F. R.
23
1986
The Haar wavelet transform of a dendrogram. Zbl 1141.65094
Murtagh, Fionn
21
2007
Using quadratic assignment methods to generate initial permutations for least-squares unidimensional scaling of symmetric proximity matrices. Zbl 1137.91602
Brusco, Michael J.; Stahl, Stephanie
21
2000
An alternating combinatorial optimization approach to fitting the INDCLUS and generalized INDCLUS models. Zbl 0825.62539
Chaturvedi, Anil; Carroll, J. Douglas
21
1994
STEMM: A general finite mixture structural equation model. Zbl 0896.62050
Jedidi, Kamel; Jagpal, Harsharanjeet S.; DeSarbo, Wayne
21
1997
A classification of presence/absence based dissimilarity coefficients. Zbl 0691.62056
Baulieu, F. B.
21
1989
OCLUS: an analytic method for generating clusters with known overlap. Zbl 1336.62191
Steinley, Douglas; Henson, Robert
20
2005
Aggregation of equivalence relations. Zbl 0607.62141
Fishburn, Peter C.; Rubinstein, Ariel
20
1986
GENFOLD 2: A set of models and algorithms for the GENeral unFOLDing analysis of preference/dominance data. Zbl 0563.62038
DeSarbo, Wayne S.; Rao, Vithala R.
20
1984
Consensus supertrees: The synthesis of rooted trees containing overlapping sets of labeled leaves. Zbl 0623.62051
Gordon, A. D.
19
1986
On some significance tests in cluster analysis. Zbl 0587.62048
Bock, H. H.
19
1985
Intelligent choice of the number of clusters in \(K\)-means clustering: an experimental study with different cluster spreads. Zbl 1337.62127
Chiang, Mark Ming-Tso; Mirkin, Boris
18
2010
Variable selection for clustering and classification. Zbl 1360.62310
Andrews, Jeffrey L.; McNicholas, Paul D.
18
2014
A permutation-translation simulated annealing algorithm for \(L_{1}\) and \(L_{2}\) unidimensional scaling. Zbl 1084.62055
Murillo, Alex; Vera, J. Fernando; Heiser, Willem J.
18
2005
A fuzzy clustering model for multivariate spatial time series. Zbl 1337.62305
Coppi, Renato; D’Urso, Pierpaolo; Giordani, Paolo
17
2010
Generation of random clusters with specified degree of separation. Zbl 1336.62189
Qiu, Weiliang; Joe, Harry
17
2006
An optimal algorithm to recognize Robinsonian dissimilarities. Zbl 1360.68887
Préa, Pascal; Fortin, Dominique
17
2014
Comparing several parametric and nonparametric approaches to time series clustering: a simulation study. Zbl 1337.62137
Pértega Díaz, Sonia; Vilar, José A.
17
2010
Weighting and selection of variables for cluster analysis. Zbl 0825.62540
Gnanadesikan, R.; Kettenring, J. R.; Tsao, S. L.
17
1995
Probabilistic d-clustering. Zbl 1260.62039
Ben-Israel, Adi; Iyigun, Cem
17
2008
Large-sample results for optimization-based clustering methods. Zbl 0747.62057
Bryant, Peter G.
16
1991
Recognition of Robinsonian dissimilarities. Zbl 0905.92036
Chepoi, Victor; Fichet, Bernard
16
1997
Optimal variable weighting for ultrametric and additive trees and \(K\)-means partitioning: Methods and software. Zbl 1040.91087
Makarenkov, Vladimir; Legendre, Pierre
16
2001
Three-way distances. Zbl 0836.62046
Joly, S.; Le Calvé, G.
16
1995
Spectral analysis of phylogenetic data. Zbl 0772.92014
Hendy, Michael D.; Penny, David
16
1993
Functional cluster analysis via orthonormalized Gaussian basis expansions and its application. Zbl 1337.62134
Kayano, Mitsunori; Dozono, Koji; Konishi, Sadanori
15
2010
Dealing with distances and transformations for fuzzy \(c\)-means clustering of compositional data. Zbl 1360.62347
Palarea-Albaladejo, Javier; Martín-Fernández, Josep Antoni; Soto, Jesús A.
15
2012
A nonparametric approach to cognitive diagnosis by proximity to ideal response patterns. Zbl 1360.62521
Chiu, Chia-Yi; Douglas, Jeff
15
2013
NP-hard approximation problems in overlapping clustering. Zbl 1040.91084
Barthélemy, Jean-Pierre; Brucker, François
15
2001
A simulated annealing heuristic for unidimensional and multidimensional (city-block) scaling of symmetric proximity matrices. Zbl 1040.91080
Brusco, Michael J.
15
2001
K-modes clustering. Zbl 1047.91566
Chaturvedi, Anil; Green, Paul E.; Carroll, J. Douglas
15
2001
On the indeterminacy of resemblance measures for binary (presence/absence) data. Zbl 1260.62052
Warrens, Matthijs J.
15
2008
Separating latent classes by information criteria. Zbl 1234.62102
Yang, Chih-Chien; Yang, Chih-Chiang
15
2007
Global optimization in any Minkowski metric: A permutation-translation simulated annealing algorithm for multidimensional scaling. Zbl 1159.91469
Vera, J. Fernando; Heiser, Willem J.; Murillo, Alex
15
2007
Optimization strategies for two-mode partitioning. Zbl 1337.62145
van Rosmalen, Joost; Groenen, Patrick J. F.; Trejos, Javier; Castillo, William
14
2009
A formal proof of a paradox associated with Cohen’s kappa. Zbl 1337.62143
Warrens, Matthijs J.
14
2010
Fixed point clusters for linear regression: Computation and comparison. Zbl 1017.62057
Hennig, Christian
14
2002
Self-consistent patterns for symmetric multivariate distributions. Zbl 0902.62057
Tarpey, Thaddeus
14
1998
Comparing resemblance measures. Zbl 0833.62054
Batagelj, Vladimir; Bren, Matevz
14
1995
Selecting among multi-mode partitioning models of different complexities: a comparison of four model selection criteria. Zbl 1260.62048
Schepers, Jan; Ceulemans, Eva; Van Mechelen, Iven
14
2008
Recognizing treelike \(k\)-dissimilarities. Zbl 1360.62333
Herrmann, Sven; Huber, Katharina T.; Moulton, Vincent; Spillner, Andreas
13
2012
Additive clustering and qualitative factor analysis methods for similarity matrices. Zbl 0617.62064
Mirkin, B. G.
13
1987
Simultaneous component and clustering models for three-way data: Within and between approaches. Zbl 1144.62045
Vichi, Maurizio; Rocci, Roberto; Kiers, Henk A. L.
13
2007
An evaluation of two algorithms for hierarchical classes analysis. Zbl 1040.91086
Leenen, Iwin; Van Mechelen, Iven
13
2001
The proximity of an individual to a population with applications in discriminant analysis. Zbl 0891.62043
Cuadras, C. M.; Fortiana, J.; Oliva, F.
13
1997
The representation of three-way proximity data by single and multiple tree structure models. Zbl 0567.62049
Carroll, J. Douglas; Clark, Linda A.
13
1984
Clustering the rows and columns of a contingency table. Zbl 0652.62053
Greenacre, Michael J.
13
1988
Analysis of global \(k\)-means, an incremental heuristic for minimum sum-of-squares clustering. Zbl 1336.62182
Hansen, Pierre; Ngai, Eric; Cheung, Bernard K.; Mladenovic, Nenad
12
2005
Efficient algorithms for divisive hierarchical clustering with the diameter criterion. Zbl 0739.62050
Guénoche, E.; Hansen, P.; Jaumard, B.
12
1991
The majorization approach to multidimensional scaling for Minkowski distances. Zbl 0825.92158
Groenen, Patrick J. F.; Mathar, Rudolf; Heiser, Willem J.
12
1995
The location model for mixtures of categorical and continuous variables. Zbl 0775.62153
Krzanowski, W. J.
12
1993
Computational solutions for the problem of negative saliences and nonsymmetry in INDSCAL. Zbl 0775.62148
ten Berge, Jos M. F.; Kiers, Henk A. L.; Krijnen, Wim P.
12
1993
Bounds of resemblance measures for binary (presence/absence) variables. Zbl 1276.62044
Warrens, Matthijs J.
12
2008
The generation of random, binary unordered trees. Zbl 0582.62052
Furnas, George W.
12
1984
N-trees as nestings: Complexity, similarity, and consensus. Zbl 0647.62057
Adams, Edward N. III
12
1986
Discriminant analysis of interval data: an assessment of parametric and distance-based approaches. Zbl 1331.62305
Duarte Silva, A. Pedro; Brito, Paula
11
2015
Dimensionally reduced model-based clustering through mixtures of factor mixture analyzers. Zbl 1337.62141
Viroli, Cinzia
11
2010
Error rates in quadratic discrimination with constraints on the covariance matrices. Zbl 0825.62538
Flury, Bernhard W.; Schmid, Martin J.; Narayanan, A.
11
1994
Minimum sum of diameters clustering. Zbl 0689.62042
Hansen, P.
11
1987
Joint orthomax rotation of the core and component matrices resulting from three-mode principal components analysis. Zbl 0917.62055
Kiers, Henk A. L.
11
1998
Fractionally-supervised classification. Zbl 1331.62319
Vrbik, Irene; McNicholas, Paul D.
10
2015
The remarkable simplicity of very high dimensional data: application of model-based clustering. Zbl 1337.62136
Murtagh, Fionn
10
2009
Additive two-mode clustering: The error-variance approach revisited. Zbl 0850.62475
Mirkin, Boris; Arabie, Phipps; Hubert, Lawrence J.
10
1995
Maximum transfer distance between partitions. Zbl 1244.05023
Charon, Irène; Denœud, Lucile; Guénoche, Alain; Hudry, Olivier
10
2006
A latent class probit model for analyzing pick any/N data. Zbl 0725.62058
De Soete, Geert; DeSarbo, Wayne S.
10
1991
Imputation strategies for clustering mixed-type data with missing values. Zbl 07695283
Aschenbruck, Rabea; Szepannek, Gero; Wilhelm, Adalbert F. X.
1
2023
Network-based discriminant analysis for multiclassification. Zbl 07646902
Chen, Li-Pang
2
2022
A Gibbs sampling algorithm with monotonicity constraints for diagnostic classification models. Zbl 07512352
Yamaguchi, Kazuhiro; Templin, Jonathan
2
2022
MatTransMix: an R package for matrix model-based clustering and parsimonious mixture modeling. Zbl 07512357
Zhu, Xuwen; Sarkar, Shuchismita; Melnykov, Volodymyr
2
2022
Model selection strategies for determining the optimal number of overlapping clusters in additive overlapping partitional clustering. Zbl 07577560
Rossbroich, Julian; Durieux, Jeffrey; Wilderjans, Tom F.
1
2022
Matrix normal cluster-weighted models. Zbl 07473950
Tomarchio, Salvatore D.; McNicholas, Paul D.; Punzo, Antonio
7
2021
Adjusted concordance index: an extensionl of the adjusted rand index to fuzzy partitions. Zbl 07370655
D’Ambrosio, Antonio; Amodio, Sonia; Iorio, Carmela; Pandolfo, Giuseppe; Siciliano, Roberta
5
2021
Comparing high-dimensional partitions with the Co-clustering adjusted rand index. Zbl 07370657
Robert, Valerie; Vasseur, Yann; Brault, Vincent
4
2021
A variational approximations-DIC rubric for parameter estimation and mixture model selection within a family setting. Zbl 07370653
Subedi, Sanjeena; McNicholas, Paul D.
3
2021
Initializing \(k\)-means clustering by bootstrap and data depth. Zbl 07413946
Torrente, Aurora; Romo, Juan
2
2021
Co-clustering of time-dependent data via the shape invariant model. Zbl 07473953
Casa, Alessandro; Bouveyron, Charles; Erosheva, Elena; Menardi, Giovanna
2
2021
Alternative axioms in group identification problems. Zbl 07413951
Fioravanti, Federico; Tohmé, Fernando
1
2021
A comparison of reliability coefficients for ordinal rating scales. Zbl 07473948
de Raadt, Alexandra; Warrens, Matthijs J.; Bosker, Roel J.; Kiers, Henk A. L.
1
2021
On Bayesian analysis of parsimonious Gaussian mixture models. Zbl 07473951
Lu, Xiang; Li, Yaoxiang; Love, Tanzy
1
2021
Estimating the covariance matrix of the maximum likelihood estimator under linear cluster-weighted models. Zbl 07473952
Soffritti, Gabriele
1
2021
Mixtures of hidden truncation hyperbolic factor analyzers. Zbl 07223606
Murray, Paula M.; Browne, Ryan P.; McNicholas, Paul D.
6
2020
Cluster validation for mixtures of regressions via the total sum of squares decomposition. Zbl 07223614
Ingrassia, Salvatore; Punzo, Antonio
5
2020
Ordinal forests. Zbl 07223586
Hornung, Roman
4
2020
Asking infinite voters ‘who is a J?’: group identification problems in \(\mathbb{N} \). Zbl 1522.91035
Fioravanti, Federico; Tohmé, Fernando
2
2020
A nonparametric estimator of bivariate quantile residual life model with application to tumor recurrence data set. Zbl 1488.62165
Kayid, M.; Shafaei Noughabi, M.; Abouammoh, A. M.
2
2020
Accurate Bayesian data classification without hyperparameter cross-validation. Zbl 07223601
Sheikh, Mansoor; Coolen, A. C. C.
2
2020
ROC and AUC with a binary predictor: a potentially misleading metric. Zbl 07300768
Muschelli, John III
1
2020
C443: a methodology to see a forest for the trees. Zbl 07300770
Sies, Aniek; Van Mechelen, Iven
1
2020
Lorenz model selection. Zbl 07300771
Giudici, Paolo; Raffinetti, Emanuela
1
2020
Clustering large datasets by merging \(K\)-means solutions. Zbl 07223591
Melnykov, Volodymyr; Michael, Semhar
1
2020
Clique-based method for social network clustering. Zbl 07223599
Ouyang, Guang; Dey, Dipak K.; Zhang, Panpan
1
2020
A theoretical analysis of the peaking phenomenon in classification. Zbl 07223609
Zollanvari, Amin; James, Alex Pappachen; Sameni, Reza
1
2020
An ensemble feature ranking algorithm for clustering analysis. Zbl 07223611
Yu, Jaehong; Zhong, Hua; Kim, Seoung Bum
1
2020
A mixture of coalesced generalized hyperbolic distributions. Zbl 1433.62172
Tortora, Cristina; Franczak, Brian C.; Browne, Ryan P.; McNicholas, Paul D.
8
2019
On fractionally-supervised classification: weight selection and extension to the multivariate \(t\)-distribution. Zbl 1436.62252
Gallaugher, Michael P. B.; McNicholas, Paul D.
4
2019
A new relationship between intuitionistic fuzzy sets and genetics. Zbl 1436.62305
Al Tahan, M.; Davvaz, B.
3
2019
Attribute hierarchy models in cognitive diagnosis: identifiability of the latent attribute space and conditions for completeness of the Q-matrix. Zbl 1436.62269
Köhn, Hans-Friedrich; Chiu, Chia-Yi
3
2019
Modeling community structure and topics in dynamic text networks. Zbl 1436.62259
Henry, Teague R.; Banks, David; Owens-Oas, Derek; Chai, Christine
2
2019
Three-way symbolic tree-maps and ultrametrics. Zbl 1436.62723
Huber, Katharina T.; Moulton, Vincent; Scholz, Guillaume E.
2
2019
Growth mixture modeling with measurement selection. Zbl 1433.62157
Flynt, Abby; Dean, Nema
1
2019
Comparison of similarity measures for categorical data in hierarchical clustering. Zbl 1433.62169
Šulc, Zdeněk; Řezanková, Hana
1
2019
A new method for classifying random variables based on support vector machine. Zbl 1433.62155
Abaszade, Maryam; Effati, Sohrab
1
2019
Hierarchies from lowest stable ancestors in nonbinary phylogenetic networks. Zbl 1436.62261
Huber, Katharina T.; Moulton, Vincent; Wu, Taoyang
1
2019
Conditional independence and dimensionality of cognitive diagnostic models: a test for model fit. Zbl 1436.62272
Lim, Youn Seon; Drasgow, Fritz
1
2019
A reliable small sample classification algorithm by Elman neural network based on PLS and GA. Zbl 1436.62263
Jia, Weikuan; Zhao, Dean; Ding, Ling; Zheng, Yuanjie
1
2019
The \(\delta \)-machine: classification based on distances towards prototypes. Zbl 1436.62296
Yuan, Beibei; Heiser, Willem; De Rooij, Mark
1
2019
The hierarchical spectral merger algorithm: a new time series clustering procedure. Zbl 1391.62166
Euán, Carolina; Ombao, Hernando; Ortega, Joaquín
6
2018
Two-stage Metropolis-Hastings for tall data. Zbl 1391.62120
Payne, Richard D.; Mallick, Bani K.
4
2018
Functional sufficient dimension reduction for functional data classification. Zbl 1422.62230
Wang, Guochang; Song, Xinyuan
4
2018
On the interpretation of ensemble classifiers in terms of Bayes classifiers. Zbl 1422.62223
Le, Tri; Clarke, Bertrand
3
2018
Risks of classification of the Gaussian Markov random field observations. Zbl 1422.62217
Dučinskas, Kęstutis; Dreižienė, Lina
3
2018
Modeling binary time series using Gaussian processes with application to predicting sleep states. Zbl 1422.62219
Gao, Xu; Shahbaba, Babak; Ombao, Hernando
3
2018
Latent ignorability and item selection for nursing home case-mix evaluation. Zbl 1391.62200
Bartolucci, Francesco; Montanari, Giorgio E.; Pandolfi, Silvia
2
2018
How to build a complete Q-matrix for a cognitively diagnostic test. Zbl 1422.62222
Köhn, Hans-Friedrich; Chiu, Chia-Yi
2
2018
Treelike families of multiweights. Zbl 1422.62215
Baldisserri, Agnese; Rubei, Elena
2
2018
A density-sensitive hierarchical clustering method. Zbl 1422.62224
Martínez-Pérez, Álvaro
2
2018
Qualitative judgement of research impact: domain taxonomy as a fundamental framework for judgement of the quality of research. Zbl 1391.62308
Murtagh, Fionn; Orlov, Michael; Mirkin, Boris
1
2018
A new support vector machine plus with pinball loss. Zbl 1392.68374
Zhu, Wenxin; Song, Yunyan; Xiao, Yingyuan
1
2018
A copula based ICA algorithm and its application to time series clustering. Zbl 1422.62226
Rahmanishamsi, Jafar; Dolati, Ali; Aghabozorgi, Masoudreza R.
1
2018
A new chaotic whale optimization algorithm for features selection. Zbl 1422.62228
Sayed, Gehad Ismail; Darwish, Ashraf; Hassanien, Aboul Ella
1
2018
A comparative study of divisive and agglomerative hierarchical clustering algorithms. Zbl 1422.62227
Roux, Maurice
1
2018
Adaptive exponential power depth with application to classification. Zbl 1422.62221
Jiang, Yunlu; Wen, Canhong; Wang, Xueqin
1
2018
A novel honey-bees mating optimization approach with higher order neural network for classification. Zbl 1422.62225
Nayak, Janmenjoy; Naik, Bighnaraj
1
2018
Robust clustering in regression analysis via the contaminated Gaussian cluster-weighted model. Zbl 1373.62316
Punzo, Antonio; McNicholas, Paul. D.
33
2017
Multivariate response and parsimony for Gaussian cluster-weighted models. Zbl 1364.62149
Dang, Utkarsh J.; Punzo, Antonio; McNicholas, Paul D.; Ingrassia, Salvatore; Browne, Ryan P.
24
2017
Dimension-reduced clustering of functional data via subspace separation. Zbl 1373.62319
Yamamoto, Michio; Hwang, Heungsun
4
2017
Maximal interaction two-mode clustering. Zbl 1364.62159
Schepers, Jan; Bock, Hans-Hermann; Van Mechelen, Iven
3
2017
Handling missing data in item response theory. Assessing the accuracy of a multiple imputation procedure based on latent class analysis. Zbl 1373.62566
Sulis, Isabella; Porcu, Mariano
3
2017
Modeling threshold interaction effects through the logistic classification trunk. Zbl 1381.62160
Conversano, Claudio; Dusseldorp, Elise
3
2017
Finding ultrametricity in data using topology. Zbl 1364.62147
Bradley, Patrick Erik
2
2017
Robinsonian matrices: recognition challenges. Zbl 1382.68209
Fortin, D.
2
2017
The effect of model misspecification on growth mixture model class enumeration. Zbl 1373.62313
McNeish, Daniel; Harring, Jeffrey R.
2
2017
A semiparametric and location-shift copula-based mixture model. Zbl 1381.62186
Mazo, Gildas
2
2017
Fusing vantage point trees and linear discriminants for fast feature classification. Zbl 1364.62158
Proença, Hugo; Neves, João C.
1
2017
On strategies to fix degenerate \(k\)-means solutions. Zbl 1373.62300
Aloise, Daniel; Castelo Damasceno, Nielsen; Mladenović, Nenad; Nobre Pinheiro, Daniel
1
2017
Investigating the performance of a variation of multiple correspondence analysis for multiple imputation in categorical data sets. Zbl 1381.62278
Nienkemper-Swanepoel, Johané; von Maltitz, Michael J.
1
2017
Improving SVM classification on imbalanced datasets by introducing a new bias. Zbl 1382.68202
Núñez, Haydemar; Gonzalez-Abril, Luis; Angulo, Cecilio
1
2017
Exact one-sided Bayes factors for 2 by 2 contingency tables. Zbl 1381.62181
Ligtvoet, Rudy
1
2017
Model-based clustering. Zbl 1364.62155
McNicholas, Paul D.
46
2016
A survey on feature weighting based K-means algorithms. Zbl 1349.62291
de Amorim, Renato Cordeiro
8
2016
Improved classification for compositional data using the \(\alpha\)-transformation. Zbl 1349.62284
Tsagris, Michail; Preston, Simon; Wood, Andrew T. A.
7
2016
Weighted Euclidean biplots. Zbl 1364.62151
Greenacre, Michael J.; Groenen, Patrick J. F.
4
2016
Weighted graphs with distances in given ranges. Zbl 1349.05061
Rubei, Elena
3
2016
Estimation of generalized DINA model with order restrictions. Zbl 1364.62271
Hong, Chen-Yu; Chang, Yu-Wei; Tsai, Rung-Ching
2
2016
Kappa coefficients for circular classifications. Zbl 1364.62161
Warrens, Matthijs J.; Pratiwi, Bunga C.
2
2016
Simultaneous predictive Gaussian classifiers. Zbl 1347.62108
Cui, Yaqiong; Sirén, Jukka; Koski, Timo; Corander, Jukka
2
2016
A proof of the duality of the DINA model and the DINO model. Zbl 1349.62275
Köhn, Hans-Friedrich; Chiu, Chia-Yi
2
2016
Finite mixture modeling of Gaussian regression time series with application to dendrochronology. Zbl 1364.62156
Michael, Semhar; Melnykov, Volodymyr
1
2016
Divisive latent class modeling as a density estimation method for categorical data. Zbl 1347.62125
van der Palm, Daniël W.; van der Ark, L. Andries; Vermunt, Jeroen K.
1
2016
On the properties of \(\alpha\)-unchaining single linkage hierarchical clustering. Zbl 1347.62115
Martínez-Pérez, Alvaro
1
2016
Inequalities between similarities for numerical data. Zbl 1347.62122
Warrens, Matthijs J.
1
2016
On the incommensurability phenomenon. Zbl 1349.62249
Fishkind, Donniell E.; Shen, Cencheng; Park, Youngser; Priebe, Carey E.
1
2016
Analysis of web visit histories. I: Distance-based visualization of sequence rules. Zbl 1351.68034
Siciliano, Roberta; D’Ambrosio, Antonio; Aria, Massimo; Amodio, Sonia
1
2016
The generalized linear mixed cluster-weighted model. Zbl 1331.62310
Ingrassia, Salvatore; Punzo, Antonio; Vittadini, Giorgio; Minotti, Simona C.
35
2015
Discriminant analysis of interval data: an assessment of parametric and distance-based approaches. Zbl 1331.62305
Duarte Silva, A. Pedro; Brito, Paula
11
2015
Fractionally-supervised classification. Zbl 1331.62319
Vrbik, Irene; McNicholas, Paul D.
10
2015
Model-based clustering for conditionally correlated categorical data. Zbl 1335.62103
Marbac, Matthieu; Biernacki, Christophe; Vandewalle, Vincent
6
2015
Point clustering via voting maximization. Zbl 1335.62106
Panagiotakis, Costas
4
2015
Feature relevance in Ward’s hierarchical clustering using the \(L_p\) norm. Zbl 1331.62304
Cordeiro de Amorim, Renato
4
2015
A note on maximizing the agreement between partitions: a stepwise optimal algorithm and some properties. Zbl 1331.62317
Steinley, Douglas; Hendrickson, Gretchen; Brusco, Michael J.
4
2015
On the added value of bootstrap analysis for \(K\)-means clustering. Zbl 1335.62099
Hofmans, Joeri; Ceulemans, Eva; Steinley, Douglas; Van Mechelen, Iven
3
2015
Bisecting K-means and 1D projection divisive clustering: a unified framework and experimental comparison. Zbl 1331.62311
Kovaleva, Ekaterina V.; Mirkin, Boris G.
2
2015
Affinity propagation and uncapacitated facility location problems. Zbl 1331.90036
Brusco, Michael J.; Steinley, Douglas
2
2015
Influence measures for CART classification trees. Zbl 1331.62300
Bar-Hen, Avner; Gey, Servane; Poggi, Jean-Michel
2
2015
Outlier identification in model-based cluster analysis. Zbl 1331.62306
Evans, Katie; Love, Tanzy; Thurston, Sally W.
2
2015
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Cited by 3,593 Authors

42 McNicholas, Paul D.
36 Punzo, Antonio
35 Warrens, Matthijs J.
31 Van Mechelen, Iven
28 DeSarbo, Wayne S.
26 Brusco, Michael J.
25 D’Urso, Pierpaolo
24 Steel, Michael Anthony
23 Moulton, Vincent L.
21 Murphy, Thomas Brendan
21 Steinley, Douglas L.
20 Heiser, Willem J.
19 Priebe, Carey E.
18 McMorris, Frederick R.
17 Ceulemans, Eva
16 Bagirov, Adil M.
16 Browne, Ryan P.
16 García-Escudero, Luis Angel
16 Ingrassia, Salvatore
15 Groenen, Patrick J. F.
15 Huber, Katharina T.
15 Mayo-Iscar, Agustin
15 Vichi, Maurizio
15 Yao, Weixin
14 Hansen, Pierre
14 Kiers, Henk A. L.
14 Köhn, Hans-Friedrich
13 Biernacki, Christophe
13 Bouveyron, Charles
13 Ceyhan, Elvan
12 Fernández-Baca, David
12 Govaert, Gérard
12 Maharaj, Elizabeth Ann
12 McLachlan, Geoffrey John
12 Soffritti, Gabriele
11 Galimberti, Giuliano
11 Jacques, Julien
10 Dress, Andreas W. M.
10 Gascuel, Olivier
10 Leclerc, Bruno
10 Murtagh, Fionn D.
10 Powers, Robert C.
10 Tarpey, Thaddeus
10 Vera, José Fernando
10 Viroli, Cinzia
9 Celeux, Gilles
9 Chiu, Chia-Yi
9 De Giovanni, Livia
9 Díaz-García, José Antonio
9 Farcomeni, Alessio
9 Gower, John C.
9 Schepers, Jan
9 Semple, Charles
9 Takane, Yoshio
9 Tomarchio, Salvatore D.
8 Barthelemy, Jean-Pierre
8 Bradley, Patrick Erik
8 Caro-Lopera, Francisco José
8 Cerioli, Andrea
8 D’Ambrosio, Antonio
8 Day, William H. E.
8 de Rooij, Mark
8 Filzmoser, Peter
8 Gallaugher, Michael P. B.
8 Greselin, Francesca
8 Hennig, Christian
8 Hwang, Heungsun
8 Jansson, Jesper
8 Krzanowski, Wojtek Janusz
8 Marchette, David J.
8 Maruotti, Antonello
8 Massari, Riccardo
8 Ombao, Hernando C.
8 Rhodes, John Anthony
8 Rocci, Roberto
8 Rubei, Elena
8 Sumner, Jeremy G.
8 Vicari, Donatella
8 Vilar, José Antonio
8 Warnow, Tandy J.
8 Wilderjans, Tom Frans
7 Allman, Elizabeth S.
7 Alonso, Andrés M.
7 Beh, Eric J.
7 Brito, Paula
7 Chepoi, Victor D.
7 De Soete, Geert
7 Di Mari, Roberto
7 Gordaliza, Alfonso
7 Guénoche, Alain
7 Hron, Karel
7 Iyigun, Cem
7 Jarvis, Peter D.
7 Lombardo, Rosaria
7 Macías, Rodrigo
7 Marbac, Matthieu
7 Matsuura, Shun
7 Melnykov, Volodymyr
7 Mladenović, Nenad
7 Monjardet, Bernard
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Cited in 296 Journals

271 Journal of Classification
186 Computational Statistics and Data Analysis
140 Psychometrika
120 Advances in Data Analysis and Classification. ADAC
64 Statistics and Computing
50 Journal of Multivariate Analysis
49 Discrete Applied Mathematics
41 Communications in Statistics. Theory and Methods
40 Computational Statistics
37 The Annals of Applied Statistics
36 Journal of Statistical Computation and Simulation
35 Communications in Statistics. Simulation and Computation
35 Pattern Recognition
31 Journal of Applied Statistics
31 Electronic Journal of Statistics
30 European Journal of Operational Research
30 Journal of Computational and Graphical Statistics
29 Information Sciences
26 Journal of the American Statistical Association
26 Theoretical Computer Science
24 The Annals of Statistics
23 Journal of Statistical Planning and Inference
21 Machine Learning
21 Statistical Methods and Applications
20 Statistics & Probability Letters
20 International Journal of Approximate Reasoning
18 Mathematical Biosciences
18 Biometrics
18 Journal of Mathematical Psychology
18 Statistical Modelling
17 Discrete Mathematics
17 Annals of Operations Research
16 Information Processing Letters
15 Bulletin of Mathematical Biology
15 Mathematical Social Sciences
15 Applied Mathematics Letters
15 Statistical Papers
14 Fuzzy Sets and Systems
14 Algorithmica
14 Journal of Global Optimization
14 Test
13 Advances in Applied Mathematics
13 Statistical Science
13 Statistical Analysis and Data Mining
13 \(p\)-Adic Numbers, Ultrametric Analysis, and Applications
12 Linear Algebra and its Applications
12 Australian & New Zealand Journal of Statistics
12 Journal of Theoretical Biology
11 Data Mining and Knowledge Discovery
11 Journal of Machine Learning Research (JMLR)
10 Journal of Mathematical Biology
10 Physica A
10 Metron
10 Statistical Methodology
9 The Canadian Journal of Statistics
9 Journal of the Korean Statistical Society
8 SIAM Journal on Discrete Mathematics
8 Applied and Computational Harmonic Analysis
8 AStA. Advances in Statistical Analysis
7 Biometrical Journal
7 Neural Computation
7 Bernoulli
7 Mathematical Geosciences
6 Artificial Intelligence
6 International Statistical Review
6 Journal of Computer and System Sciences
6 Journal of Economic Theory
6 Journal of Econometrics
6 Theoretical Population Biology
6 European Journal of Combinatorics
6 Computers & Operations Research
6 Annals of Combinatorics
6 Bayesian Analysis
5 Metrika
5 Applied Mathematics and Computation
5 British Journal of Mathematical & Statistical Psychology
5 The Journal of Mathematical Sociology
5 Insurance Mathematics & Economics
5 Order
5 Neural Networks
5 Methodology and Computing in Applied Probability
5 Optimization Letters
5 Sankhyā. Series A
4 Computers & Mathematics with Applications
4 Statistics
4 Mathematical and Computer Modelling
4 International Journal of Foundations of Computer Science
4 Proceedings of the National Academy of Sciences of the United States of America
4 Theory of Computing Systems
4 Soft Computing
4 PAA. Pattern Analysis and Applications
4 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
4 JMMA. Journal of Mathematical Modelling and Algorithms
4 Statistical Applications in Genetics and Molecular Biology
4 Statistical Methods in Medical Research
4 International Journal of Wavelets, Multiresolution and Information Processing
4 Journal of Statistical Theory and Practice
4 Journal of Agricultural, Biological, and Environmental Statistics
4 Journal of Statistical Distributions and Applications
3 Journal of Computational Physics
...and 196 more Journals
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Cited in 51 Fields

1,792 Statistics (62-XX)
388 Computer science (68-XX)
280 Combinatorics (05-XX)
255 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
251 Biology and other natural sciences (92-XX)
204 Numerical analysis (65-XX)
172 Operations research, mathematical programming (90-XX)
114 Probability theory and stochastic processes (60-XX)
46 Linear and multilinear algebra; matrix theory (15-XX)
28 Order, lattices, ordered algebraic structures (06-XX)
28 Information and communication theory, circuits (94-XX)
22 General topology (54-XX)
15 Harmonic analysis on Euclidean spaces (42-XX)
14 Geophysics (86-XX)
13 Number theory (11-XX)
12 Convex and discrete geometry (52-XX)
11 Algebraic geometry (14-XX)
10 Mathematical logic and foundations (03-XX)
8 Geometry (51-XX)
8 Statistical mechanics, structure of matter (82-XX)
7 Group theory and generalizations (20-XX)
7 Dynamical systems and ergodic theory (37-XX)
7 Functional analysis (46-XX)
6 General and overarching topics; collections (00-XX)
6 Partial differential equations (35-XX)
6 Calculus of variations and optimal control; optimization (49-XX)
5 Algebraic topology (55-XX)
5 Quantum theory (81-XX)
4 General algebraic systems (08-XX)
4 Operator theory (47-XX)
4 Fluid mechanics (76-XX)
3 Commutative algebra (13-XX)
3 Differential geometry (53-XX)
3 Astronomy and astrophysics (85-XX)
3 Systems theory; control (93-XX)
2 History and biography (01-XX)
2 Field theory and polynomials (12-XX)
2 Nonassociative rings and algebras (17-XX)
2 Ordinary differential equations (34-XX)
2 Approximations and expansions (41-XX)
1 Topological groups, Lie groups (22-XX)
1 Real functions (26-XX)
1 Measure and integration (28-XX)
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1 Several complex variables and analytic spaces (32-XX)
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1 Abstract harmonic analysis (43-XX)
1 Integral equations (45-XX)
1 Mechanics of deformable solids (74-XX)
1 Classical thermodynamics, heat transfer (80-XX)
1 Relativity and gravitational theory (83-XX)

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