Advances in Data Analysis and Classification. ADACTheory, Methods, and Applications in Data Science Short Title: Adv. Data Anal. Classif., ADAC Publisher: Springer, Berlin/Heidelberg ISSN: 1862-5347; 1862-5355/e Online: https://link.springer.com/journal/11634/volumes-and-issues Comments: Journal; Indexed cover-to-cover Documents Indexed: 485 Publications (since 2007) References Indexed: 454 Publications with 17,357 References. all top 5 Latest Issues 17, No. 4 (2023) 17, No. 3 (2023) 17, No. 2 (2023) 17, No. 1 (2023) 16, No. 4 (2022) 16, No. 3 (2022) 16, No. 2 (2022) 16, No. 1 (2022) 15, No. 4 (2021) 15, No. 3 (2021) 15, No. 2 (2021) 15, No. 1 (2021) 14, No. 4 (2020) 14, No. 3 (2020) 14, No. 2 (2020) 14, No. 1 (2020) 13, No. 4 (2019) 13, No. 3 (2019) 13, No. 2 (2019) 13, No. 1 (2019) 12, No. 4 (2018) 12, No. 3 (2018) 12, No. 2 (2018) 12, No. 1 (2018) 11, No. 4 (2017) 11, No. 3 (2017) 11, No. 2 (2017) 11, No. 1 (2017) 10, No. 4 (2016) 10, No. 3 (2016) 10, No. 2 (2016) 10, No. 1 (2016) 9, No. 4 (2015) 9, No. 3 (2015) 9, No. 2 (2015) 9, No. 1 (2015) 8, No. 4 (2014) 8, No. 3 (2014) 8, No. 2 (2014) 8, No. 1 (2014) 7, No. 4 (2013) 7, No. 3 (2013) 7, No. 2 (2013) 7, No. 1 (2013) 6, No. 4 (2012) 6, No. 3 (2012) 6, No. 2 (2012) 6, No. 1 (2012) 5, No. 4 (2011) 5, No. 3 (2011) 5, No. 2 (2011) 5, No. 1 (2011) 4, No. 4 (2010) 4, No. 2-3 (2010) 4, No. 1 (2010) 3, No. 3 (2009) 3, No. 2 (2009) 3, No. 1 (2009) 2, No. 3 (2008) 2, No. 2 (2008) 2, No. 1 (2008) 1, No. 3 (2007) 1, No. 2 (2007) 1, No. 1 (2007) all top 5 Authors 18 Vichi, Maurizio 14 Okada, Akinori 12 McNicholas, Paul D. 11 Kestler, Hans A. 10 Bock, Hans-Hermann 10 Weihs, Claus 9 Gaul, Wolfgang 9 Ingrassia, Salvatore 8 Cerioli, Andrea 8 García-Escudero, Luis Angel 8 Warrens, Matthijs J. 7 Filzmoser, Peter 7 Mayo-Iscar, Agustin 6 Browne, Ryan P. 6 Melnykov, Volodymyr 6 Murphy, Thomas Brendan 6 Vermunt, Jeroen K. 5 Hand, David J. 5 Riani, Marco 5 Saporta, Gilbert 5 Tutz, Gerhard E. 4 Bartolucci, Francesco 4 Bouveyron, Charles 4 Brito, Paula 4 Frühwirth-Schnatter, Sylvia 4 Gordaliza, Alfonso 4 Govaert, Gérard 4 Hennig, Christian 4 Iannario, Maria 4 Jacques, Julien 4 Lillo, Rosa Elvira 4 Lin, Tsung I. 4 McLachlan, Geoffrey John 4 Nadif, Mohamed 4 Niang, Ndèye 4 Perrotta, Domenico 4 Scrucca, Luca 4 Takane, Yoshio 4 Wang, Huiwen 4 Wilhelm, Adalbert F. X. 3 Bacci, Silvia 3 Baier, Daniel 3 Batagelj, Vladimir 3 Biernacki, Christophe 3 Carrizosa, Emilio 3 Davino, Cristina 3 de Rooij, Mark 3 Gallaugher, Michael P. B. 3 Groenen, Patrick J. F. 3 Guénoche, Alain 3 Hwang, Heungsun 3 Lausser, Ludwig 3 Le Thi, Hoai An 3 Michael, Semhar 3 Montanari, Angela 3 Pandolfi, Silvia 3 Pham Dinh Tao 3 Piccolo, Domenico 3 Punzo, Antonio 3 Ritter, Gunter 3 Rousseeuw, Peter J. 3 Simó, Amelia 3 Torti, Francesca 3 Tortora, Cristina 3 Verde, Rosanna 3 Verdonck, Tim 3 Wang, Wan-Lun 3 Yamashita, Naoto 3 Yao, Weixin 2 Adachi, Kohei 2 Adams, Niall M. 2 Adler, Werner 2 Aguilera, Ana M. 2 Aknin, Patrice 2 Anagnostopoulos, Christoforos 2 Audigier, Vincent 2 Bellini, Tiziano 2 Berger, Moritz 2 Blanco, Víctor 2 Blanquero, Rafael 2 Bougeard, Stéphanie 2 Bouguila, Nizar 2 Boulesteix, Anne-Laure Isabeau 2 Boulle, Marc 2 Bove, Giuseppe 2 Breiteneder, Christian J. 2 Brodinová, Šárka 2 Bry, Xavier 2 Cárcamo, Javier 2 Cavicchia, Carlo 2 Celeux, Gilles 2 Ceroli, Andrea 2 Chacón, José E. 2 Côme, Etienne 2 Corander, Jukka 2 Dean, Nema 2 Di Mari, Roberto 2 Diatta, Jean 2 Diday, Edwin 2 Dolce, Pasquale ...and 815 more Authors all top 5 Fields 442 Statistics (62-XX) 80 Computer science (68-XX) 43 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 36 Numerical analysis (65-XX) 33 General and overarching topics; collections (00-XX) 32 Operations research, mathematical programming (90-XX) 14 Probability theory and stochastic processes (60-XX) 13 Biology and other natural sciences (92-XX) 9 Linear and multilinear algebra; matrix theory (15-XX) 8 Combinatorics (05-XX) 5 Information and communication theory, circuits (94-XX) 4 Order, lattices, ordered algebraic structures (06-XX) 4 Functional analysis (46-XX) 2 Mathematical logic and foundations (03-XX) 2 Several complex variables and analytic spaces (32-XX) 2 Statistical mechanics, structure of matter (82-XX) 2 Astronomy and astrophysics (85-XX) 2 Systems theory; control (93-XX) 1 Number theory (11-XX) 1 Functions of a complex variable (30-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Sequences, series, summability (40-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Operator theory (47-XX) 1 Geometry (51-XX) 1 Differential geometry (53-XX) 1 General topology (54-XX) 1 Algebraic topology (55-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Mechanics of deformable solids (74-XX) 1 Mathematics education (97-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 311 Publications have been cited 1,683 times in 1,179 Documents Cited by ▼ Year ▼ On mixtures of skew normal and skew \(t\)-distributions. Zbl 1273.62115 Lee, Sharon X.; McLachlan, Geoffrey J. 77 2013 Functional data clustering: a survey. Zbl 1414.62018 Jacques, Julien; Preda, Cristian 58 2014 Methods for merging Gaussian mixture components. Zbl 1306.62141 Hennig, Christian 52 2010 A review of robust clustering methods. Zbl 1284.62375 García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín 42 2010 Model-based clustering of time series in group-specific functional subspaces. Zbl 1274.62416 Bouveyron, Charles; Jacques, Julien 41 2011 A DC programming approach for feature selection in support vector machines learning. Zbl 1284.90057 Le Thi, Hoai An; Le, Hoai Minh; Nguyen, Van Vinh; Dinh, Tao Pham 38 2008 Fast algorithms for determining (generalized) core groups in social networks. Zbl 1284.05252 Batagelj, Vladimir; Zaveršnik, Matjaž 35 2011 Clustering and classification via cluster-weighted factor analyzers. Zbl 1271.62137 Subedi, Sanjeena; Punzo, Antonio; Ingrassia, Salvatore; McNicholas, Paul D. 33 2013 Least squares estimation of linear regression models for convex compact random sets. Zbl 1131.62058 González-Rodríguez, Gil; Blanco, Ángela; Corral, Norberto; Colubi, Ana 30 2007 Estimating common principal components in high dimensions. Zbl 1474.62183 Browne, Ryan P.; McNicholas, Paul D. 21 2014 Simplicial band depth for multivariate functional data. Zbl 1414.62066 López-Pintado, Sara; Sun, Ying; Lin, Juan K.; Genton, Marc G. 20 2014 A mixture of generalized hyperbolic factor analyzers. Zbl 1414.62278 Tortora, Cristina; McNicholas, Paul D.; Browne, Ryan P. 19 2016 Mutual information, phi-squared and model-based co-clustering for contingency tables. Zbl 1416.62309 Govaert, Gérard; Nadif, Mohamed 19 2018 From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. Zbl 1474.62225 Frühwirth-Schnatter, Sylvia; Malsiner-Walli, Gertraud 18 2019 Trimming algorithms for clustering contaminated grouped data and their robustness. Zbl 1284.62372 Gallegos, María Teresa; Ritter, Gunter 18 2009 Model-based clustering and segmentation of time series with changes in regime. Zbl 1274.62427 Samé, Allou; Chamroukhi, Faicel; Govaert, Gérard; Aknin, Patrice 17 2011 Mixtures of skewed matrix variate bilinear factor analyzers. Zbl 1474.62227 Gallaugher, Michael P. B.; McNicholas, Paul D. 16 2020 Panel data analysis: a survey on model-based clustering of time series. Zbl 1274.62591 Frühwirth-Schnatter, Sylvia 15 2011 Studying crime trends in the USA over the years 2000–2012. Zbl 1459.62220 Melnykov, Volodymyr; Zhu, Xuwen 15 2019 A simulation study to compare robust clustering methods based on mixtures. Zbl 1284.62366 Coretto, Pietro; Hennig, Christian 15 2010 Robust classification for skewed data. Zbl 1284.62378 Hubert, Mia; Van der Veeken, Stephan 15 2010 Inequalities between multi-rater kappas. Zbl 1284.62338 Warrens, Matthijs J. 15 2010 Multivariate and functional classification using depth and distance. Zbl 1414.62247 Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter 14 2017 Clustering of financial time series in risky scenarios. Zbl 1414.62241 Durante, Fabrizio; Pappadà, Roberta; Torelli, Nicola 14 2014 Fuzzy spectral clustering by PCCA+: application to Markov state models and data classification. Zbl 1273.62145 Röblitz, Susanna; Weber, Marcus 14 2013 Fast calibrations of the forward search for testing multiple outliers in regression. Zbl 1301.62069 Riani, Marco; Atkinson, Anthony C. 13 2007 Robust clustering around regression lines with high density regions. Zbl 1474.62217 Cerioli, Andrea; Perrotta, Domenico 13 2014 A constrained robust proposal for mixture modeling avoiding spurious solutions. Zbl 1459.62110 García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A. 13 2014 Variational Bayes approximations for clustering via mixtures of normal inverse Gaussian distributions. Zbl 1459.62122 Subedi, Sanjeena; McNicholas, Paul D. 13 2014 Basic statistics for distributional symbolic variables: a new metric-based approach. Zbl 1414.62017 Irpino, Antonio; Verde, Rosanna 13 2015 Adaptive dissimilarity index for measuring time series proximity. Zbl 1131.62078 Douzal Chouakria, Ahlame; Naidu Nagabhushan, Panduranga 12 2007 Trimmed fuzzy clustering for interval-valued data. Zbl 1414.62242 D’Urso, Pierpaolo; De Giovanni, Livia; Massari, Riccardo 12 2015 A clustering ensemble framework based on elite selection of weighted clusters. Zbl 1267.62076 Parvin, Hamid; Minaei-Bidgoli, Behrouz 12 2013 Preliminary estimators for a mixture model of ordinal data. Zbl 1254.62004 Iannario, Maria 12 2012 Discrimination with jointly equicorrelated multi-level multivariate data. Zbl 1182.62142 Roy, Anuradha; Leiva, Ricardo 11 2007 Model based clustering for mixed data: clustMD. Zbl 1414.62254 McParland, Damien; Gormley, Isobel Claire 11 2016 Mixture models for ordinal responses to account for uncertainty of choice. Zbl 1414.62019 Tutz, Gerhard; Schneider, Micha; Iannario, Maria; Piccolo, Domenico 11 2017 Classifying real-world data with the \(DD\alpha\)-procedure. Zbl 1414.62258 Mozharovskyi, Pavlo; Mosler, Karl; Lange, Tatjana 11 2015 Dimension reduction for model-based clustering via mixtures of multivariate \(t\)-distributions. Zbl 1273.62141 Morris, Katherine; McNicholas, Paul D.; Scrucca, Luca 11 2013 Varying uncertainty in CUB models. Zbl 1414.62327 Gottard, Anna; Iannario, Maria; Piccolo, Domenico 10 2016 A uniform framework for the combination of penalties in generalized structured models. Zbl 1414.62321 Oelker, Margret-Ruth; Tutz, Gerhard 10 2017 Improved initialisation of model-based clustering using Gaussian hierarchical partitions. Zbl 1414.62272 Scrucca, Luca; Raftery, Adrian E. 10 2015 Model-based clustering of probability density functions. Zbl 1273.62140 Montanari, Angela; Calò, Daniela G. 10 2013 A latent variables approach for clustering mixed binary and continuous variables within a Gaussian mixture model. Zbl 1284.62384 Morlini, Isabella 9 2012 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 9 2019 Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library. Zbl 1414.62267 Riani, Marco; Cerioli, Andrea; Perrotta, Domenico; Torti, Francesca 9 2015 Interpretable clustering using unsupervised binary trees. Zbl 1267.62075 Fraiman, Ricardo; Ghattas, Badih; Svarc, Marcela 9 2013 The \(k\)-step spatial sign covariance matrix. Zbl 1284.62367 Croux, C.; Dehon, C.; Yadine, A. 9 2010 Bayesian unsupervised classification framework based on stochastic partitions of data and a parallel search strategy. Zbl 1231.62031 Corander, Jukka; Gyllenberg, Mats; Koski, Timo 8 2009 Correcting Jaccard and other similarity indices for chance agreement in cluster analysis. Zbl 1274.62414 Albatineh, Ahmed N. 8 2011 A comparison of some criteria for states selection in the latent Markov model for longitudinal data. Zbl 1459.62103 Bacci, S.; Pandolfi, S.; Pennoni, F. 8 2014 Variable selection in model-based clustering and discriminant analysis with a regularization approach. Zbl 1474.62216 Celeux, Gilles; Maugis-Rabusseau, Cathy; Sedki, Mohammed 8 2019 Quantile regression with group Lasso for classification. Zbl 1414.62318 Hashem, Hussein; Vinciotti, Veronica; Alhamzawi, Rahim; Yu, Keming 8 2016 Clustering of time series using quantile autocovariances. Zbl 1414.62372 Lafuente-Rego, Borja; Vilar, José A. 8 2016 Lasso-constrained regression analysis for interval-valued data. Zbl 1414.62305 Giordani, Paolo 8 2015 Clustering of functional data in a low-dimensional subspace. Zbl 1254.62077 Yamamoto, Michio 8 2012 Transfer distance between partitions. Zbl 1284.05319 Denœud, Lucile 8 2008 Signal classification with a point process distance on the space of persistence diagrams. Zbl 1416.94030 Marchese, Andrew; Maroulas, Vasileios 8 2018 Multiple imputation in principal component analysis. Zbl 1274.62409 Josse, Julie; Pagès, Jérôme; Husson, François 7 2011 A Lasso-penalized BIC for mixture model selection. Zbl 1474.62212 Bhattacharya, Sakyajit; McNicholas, Paul D. 7 2014 A novel method for forecasting time series based on fuzzy logic and visibility graph. Zbl 1414.40004 Zhang, Rong; Ashuri, Baabak; Deng, Yong 7 2017 Modeling and forecasting interval time series with threshold models. Zbl 1414.62076 Rodrigues, Paulo M. M.; Salish, Nazarii 7 2015 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 7 2018 Model selection for Gaussian latent block clustering with the integrated classification likelihood. Zbl 1416.62349 Lomet, Aurore; Govaert, Gérard; Grandvalet, Yves 7 2018 Fuzzy clustering based on nonconvex optimisation approaches using difference of convex (DC) functions algorithms. Zbl 1301.90072 An, Le Thi Hoai; Le, Hoai Minh; Pham, Dinh Tao 6 2007 Consensus of partitions: a constructive approach. Zbl 1253.68258 Guénoche, Alain 6 2011 Cohen’s linearly weighted kappa is a weighted average. Zbl 1284.62348 Warrens, Matthijs J. 6 2012 Assessing trimming methodologies for clustering linear regression data. Zbl 1459.62010 Torti, Francesca; Perrotta, Domenico; Riani, Marco; Cerioli, Andrea 6 2019 A principal component method to impute missing values for mixed data. Zbl 1414.62206 Audigier, Vincent; Husson, François; Josse, Julie 6 2016 Semi-supervised model-based clustering with positive and negative constraints. Zbl 1414.62255 Melnykov, Volodymyr; Melnykov, Igor; Michael, Semhar 6 2016 Model-based regression clustering for high-dimensional data: application to functional data. Zbl 1414.62238 Devijver, Emilie 6 2017 A new approach for determining the prior probabilities in the classification problem by Bayesian method. Zbl 1414.62261 Nguyen-Trang, Thao; Vo-Van, Tai 6 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 6 2017 A fuzzy approach to robust regression clustering. Zbl 1414.62240 Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín 6 2017 Hierarchical clustering of asymmetric networks. Zbl 1414.91298 Carlsson, Gunnar; Mémoli, Facundo; Ribeiro, Alejandro; Segarra, Santiago 6 2018 Eigenvalues and constraints in mixture modeling: geometric and computational issues. Zbl 1414.62071 García-Escudero, Luis Angel; Gordaliza, Alfonso; Greselin, Francesca; Ingrassia, Salvatore; Mayo-Iscar, Agustín 6 2018 New insights on permutation approach for hypothesis testing on functional data. Zbl 1414.62142 Corain, Livio; Melas, Viatcheslav B.; Pepelyshev, Andrey; Salmaso, Luigi 6 2014 Enhancing the selection of a model-based clustering with external categorical variables. Zbl 1414.62226 Baudry, Jean-Patrick; Cardoso, Margarida; Celeux, Gilles; Amorim, Maria José; Ferreira, Ana Sousa 6 2015 Mixture model averaging for clustering. Zbl 1414.62283 Wei, Yuhong; McNicholas, Paul D. 6 2015 Robust model-based clustering via mixtures of skew-\(t\) distributions with missing information. Zbl 1414.62191 Wang, Wan-Lun; Lin, Tsung-I 6 2015 Gaussian parsimonious clustering models with covariates and a noise component. Zbl 1474.62240 Murphy, Keefe; Murphy, Thomas Brendan 6 2020 A cost-sensitive constrained Lasso. Zbl 07363868 Blanquero, Rafael; Carrizosa, Emilio; Ramírez-Cobo, Pepa; Sillero-Denamiel, M. Remedios 6 2021 Cohen’s weighted kappa with additive weights. Zbl 1271.62128 Warrens, Matthijs J. 6 2013 A computationally fast variable importance test for random forests for high-dimensional data. Zbl 1416.62606 Janitza, Silke; Celik, Ender; Boulesteix, Anne-Laure 6 2018 Archetypal shapes based on landmarks and extension to handle missing data. Zbl 1416.62326 Epifanio, Irene; Ibáñez, María Victoria; Simó, Amelia 6 2018 Generalised linear model trees with global additive effects. Zbl 1474.62269 Seibold, Heidi; Hothorn, Torsten; Zeileis, Achim 6 2019 New robust dynamic plots for regression mixture detection. Zbl 1306.62079 Perrotta, Domenico; Riani, Marco; Torti, Francesca 5 2009 Tests of ignoring and eliminating in nonsymmetric correspondence analysis. Zbl 1306.62136 Takane, Yoshio; Jung, Sunho 5 2009 Regularized fuzzy clusterwise ridge regression. Zbl 1306.62166 Suk, Hye Won; Hwang, Heungsun 5 2010 Robust clustering for functional data based on trimming and constraints. Zbl 1474.62166 Rivera-García, Diego; García-Escudero, Luis A.; Mayo-Iscar, Agustín; Ortega, Joaquín 5 2019 The \(k\)-means algorithm for 3D shapes with an application to apparel design. Zbl 1414.62295 Vinué, Guillermo; Simó, Amelia; Alemany, Sandra 5 2016 Disjoint factor analysis with cross-loadings. Zbl 1414.62222 Vichi, Maurizio 5 2017 Clusterwise analysis for multiblock component methods. Zbl 1414.62231 Bougeard, Stéphanie; Abdi, Hervé; Saporta, Gilbert; Niang, Ndèye 5 2018 Linear regression for numeric symbolic variables: a least squares approach based on Wasserstein distance. Zbl 1414.62306 Irpino, Antonio; Verde, Rosanna 5 2015 Maximum likelihood estimation of Gaussian mixture models without matrix operations. Zbl 1416.65046 Nguyen, Hien D.; McLachlan, Geoffrey J. 5 2015 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 Finite mixture modeling of censored and missing data using the multivariate skew-normal distribution. Zbl 07630551 de Alencar, Francisco H. C.; Galarza, Christian E.; Matos, Larissa A.; Lachos, Victor H. 5 2022 Sensory analysis in the food industry as a tool for marketing decisions. Zbl 1257.62124 Iannario, Maria; Manisera, Marica; Piccolo, Domenico; Zuccolotto, Paola 5 2012 Generalized marginal homogeneity model and its relation to marginal equimoments for square contingency tables with ordered categories. Zbl 1284.62337 Tahata, Kouji; Tomizawa, Sadao 5 2008 Variable selection in model-based clustering using multilocus genotype data. Zbl 1284.62397 Toussile, Wilson; Gassiat, Elisabeth 5 2009 Minimum adjusted Rand index for two clusterings of a given size. Zbl 07702475 Chacón, José E.; Rastrojo, Ana I. 1 2023 Classification based on multivariate mixed type longitudinal data with an application to the EU-SILC database. Zbl 07702486 Vávra, Jan; Komárek, Arnošt 1 2023 Clustering with missing data: which equivalent for Rubin’s rules? Zbl 07739769 Audigier, Vincent; Niang, Ndèye 1 2023 New models for symbolic data analysis. Zbl 07739770 Beranger, Boris; Lin, Huan; Sisson, Scott 1 2023 Finite mixture modeling of censored and missing data using the multivariate skew-normal distribution. Zbl 07630551 de Alencar, Francisco H. C.; Galarza, Christian E.; Matos, Larissa A.; Lachos, Victor H. 5 2022 An empirical comparison and characterisation of nine popular clustering methods. Zbl 07538949 Hennig, Christian 3 2022 Multivariate cluster weighted models using skewed distributions. Zbl 07538945 Gallaugher, Michael P. B.; Tomarchio, Salvatore D.; McNicholas, Paul D.; Punzo, Antonio 2 2022 Robust optimal classification trees under noisy labels. Zbl 07538947 Blanco, Victor; Japón, Alberto; Puerto, Justo 2 2022 Robust logistic zero-sum regression for microbiome compositional data. Zbl 07597418 Monti, G. S.; Filzmoser, P. 2 2022 How many data clusters are in the galaxy data set? Bayesian cluster analysis in action. Zbl 07597419 Grün, Bettina; Malsiner-Walli, Gertraud; Frühwirth-Schnatter, Sylvia 2 2022 Mixed Deep Gaussian Mixture Model: a clustering model for mixed datasets. Zbl 07538943 Fuchs, Robin; Pommeret, Denys; Viroli, Cinzia 1 2022 Strong consistency of the MLE under two-parameter Gamma mixture models with a structural scale parameter. Zbl 07538946 He, Mingxing; Chen, Jiahua 1 2022 Robust clustering of functional directional data. Zbl 07538948 Álvarez-Esteban, Pedro C.; García-Escudero, Luis A. 1 2022 Quantile composite-based path modeling: algorithms, properties and applications. Zbl 07703092 Dolce, Pasquale; Davino, Cristina; Vistocco, Domenico 1 2022 The minimum weighted covariance determinant estimator for high-dimensional data. Zbl 07703094 Kalina, Jan; Tichavský, Jan 1 2022 Least-squares bilinear clustering of three-way data. Zbl 07703095 Schoonees, Pieter C.; Groenen, Patrick J. F.; van de Velden, Michel 1 2022 Robust clustering via mixtures of \(t\) factor analyzers with incomplete data. Zbl 07630555 Wang, Wan-Lun; Lin, Tsung I. 1 2022 A cost-sensitive constrained Lasso. Zbl 07363868 Blanquero, Rafael; Carrizosa, Emilio; Ramírez-Cobo, Pepa; Sillero-Denamiel, M. Remedios 6 2021 Estimating the class prior for positive and unlabelled data via logistic regression. Zbl 07538939 Łazęcka, Małgorzata; Mielniczuk, Jan; Teisseyre, Paweł 4 2021 Robust archetypoids for anomaly detection in big functional data. Zbl 07363880 Vinue, Guillermo; Epifanio, Irene 4 2021 Mixtures of factor analyzers with scale mixtures of fundamental skew normal distributions. Zbl 07363882 Lee, Sharon X.; Lin, Tsung-I.; McLachlan, Geoffrey J. 4 2021 Functional data clustering by projection into latent generalized hyperbolic subspaces. Zbl 07433036 Sharp, Alex; Browne, Ryan 3 2021 From-below Boolean matrix factorization algorithm based on MDL. Zbl 07363864 Makhalova, Tatiana; Trnecka, Martin 3 2021 M-estimators and trimmed means: from Hilbert-valued to fuzzy set-valued data. Zbl 07363874 Sinova, Beatriz; Van Aelst, Stefan; Terán, Pedro 3 2021 Sparse group fused Lasso for model segmentation: a hybrid approach. Zbl 07433033 Degras, David 2 2021 Hierarchical clustering with discrete latent variable models and the integrated classification likelihood. Zbl 07538936 Côme, Etienne; Jouvin, Nicolas; Latouche, Pierre; Bouveyron, Charles 2 2021 Clustering of modal-valued symbolic data. Zbl 07363883 Kejžar, Nataša; Korenjak-Černe, Simona; Batagelj, Vladimir 2 2021 Adaptive sparse group LASSO in quantile regression. Zbl 07433030 Mendez-Civieta, Alvaro; Aguilera-Morillo, M. Carmen; Lillo, Rosa E. 1 2021 Better than the best? Answers via model ensemble in density-based clustering. Zbl 07433032 Casa, Alessandro; Scrucca, Luca; Menardi, Giovanna 1 2021 Robust semiparametric inference for polytomous logistic regression with complex survey design. Zbl 07433035 Castilla, Elena; Ghosh, Abhik; Martin, Nirian; Pardo, Leandro 1 2021 Sparse principal component regression via singular value decomposition approach. Zbl 07433038 Kawano, Shuichi 1 2021 Robust regression with compositional covariates including cellwise outliers. Zbl 07538933 Štefelová, Nikola; Alfons, Andreas; Palarea-Albaladejo, Javier; Filzmoser, Peter; Hron, Karel 1 2021 Nonlinear dimension reduction for conditional quantiles. Zbl 07538935 Christou, Eliana; Settle, Annabel; Artemiou, Andreas 1 2021 REMAXINT: a two-mode clustering-based method for statistical inference on two-way interaction. Zbl 07538937 Ahmed, Zaheer; Cassese, Alberto; van Breukelen, Gerard; Schepers, Jan 1 2021 Consensus among preference rankings: a new weighted correlation coefficient for linear and weak orderings. Zbl 07538938 Plaia, Antonella; Buscemi, Simona; Sciandra, Mariangela 1 2021 Interval forecasts based on regression trees for streaming data. Zbl 07363863 Zhao, Xin; Barber, Stuart; Taylor, Charles C.; Milan, Zoka 1 2021 A robust spatial autoregressive scalar-on-function regression with \(t\)-distribution. Zbl 07363865 Huang, Tingting; Saporta, Gilbert; Wang, Huiwen; Wang, Shanshan 1 2021 Regime dependent interconnectedness among fuzzy clusters of financial time series. Zbl 07363876 De Luca, Giovanni; Zuccolotto, Paola 1 2021 Mixtures of skewed matrix variate bilinear factor analyzers. Zbl 1474.62227 Gallaugher, Michael P. B.; McNicholas, Paul D. 16 2020 Gaussian parsimonious clustering models with covariates and a noise component. Zbl 1474.62240 Murphy, Keefe; Murphy, Thomas Brendan 6 2020 A robust approach to model-based classification based on trimming and constraints. Semi-supervised learning in presence of outliers and label noise. Zbl 1474.62215 Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan 4 2020 The ultrametric correlation matrix for modelling hierarchical latent concepts. Zbl 1459.62097 Cavicchia, Carlo; Vichi, Maurizio; Zaccaria, Giorgia 4 2020 Ensemble of optimal trees, random forest and random projection ensemble classification. Zbl 1459.62115 Khan, Zardad; Gul, Asma; Perperoglou, Aris; Miftahuddin, Miftahuddin; Mahmoud, Osama; Adler, Werner; Lausen, Berthold 4 2020 Optimal arrangements of hyperplanes for SVM-based multiclass classification. Zbl 1474.62213 Blanco, Víctor; Japón, Alberto; Puerto, Justo 4 2020 A stable cardinality distance for topological classification. Zbl 1474.62238 Maroulas, Vasileios; Micucci, Cassie Putman; Spannaus, Adam 3 2020 Semiparametric mixtures of regressions with single-index for model based clustering. Zbl 1474.62137 Xiang, Sijia; Yao, Weixin 3 2020 Seemingly unrelated clusterwise linear regression. Zbl 1474.62267 Galimberti, Giuliano; Soffritti, Gabriele 2 2020 Mixtures of Dirichlet-multinomial distributions for supervised and unsupervised classification of short text data. Zbl 1459.62102 Anderlucci, Laura; Viroli, Cinzia 2 2020 On the use of quantile regression to deal with heterogeneity: the case of multi-block data. Zbl 1474.62122 Davino, Cristina; Romano, Rosaria; Vistocco, Domenico 2 2020 Sparse classification with paired covariates. Zbl 1459.62007 Rauschenberger, Armin; Ciocănea-Teodorescu, Iuliana; Jonker, Marianne A.; Menezes, Renée X.; van de Wiel, Mark A. 1 2020 Familywise decompositions of Pearson’s chi-square statistic in the analysis of contingency tables. Zbl 1499.62186 Lombardo, Rosaria; Takane, Yoshio; Beh, Eric J. 1 2020 Rank tests for functional data based on the epigraph, the hypograph and associated graphical representations. Zbl 1474.62147 Franco-Pereira, Alba M.; Lillo, Rosa E. 1 2020 Special issue on “Innovations on model based clustering and classification”. Zbl 1496.00059 1 2020 Mixture modeling of data with multiple partial right-censoring levels. Zbl 1459.62183 Michael, Semhar; Miljkovic, Tatjana; Melnykov, Volodymyr 1 2020 Data generation for composite-based structural equation modeling methods. Zbl 1474.62188 Schlittgen, Rainer; Sarstedt, Marko; Ringle, Christian M. 1 2020 Editable machine learning models? A rule-based framework for user studies of explainability. Zbl 1459.68203 Vojíř, Stanislav; Kliegr, Tomáš 1 2020 A comparison of instance-level counterfactual explanation algorithms for behavioral and textual data: SEDC, LIME-C and SHAP-C. Zbl 1474.90384 Ramon, Yanou; Martens, David; Provost, Foster; Evgeniou, Theodoros 1 2020 Learning a metric when clustering data points in the presence of constraints. Zbl 1474.30037 Abin, Ahmad Ali; Bashiri, Mohammad Ali; Beigy, Hamid 1 2020 A fragmented-periodogram approach for clustering big data time series. Zbl 1474.62214 Caiado, Jorge; Crato, Nuno; Poncela, Pilar 1 2020 From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. Zbl 1474.62225 Frühwirth-Schnatter, Sylvia; Malsiner-Walli, Gertraud 18 2019 Studying crime trends in the USA over the years 2000–2012. Zbl 1459.62220 Melnykov, Volodymyr; Zhu, Xuwen 15 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 9 2019 Variable selection in model-based clustering and discriminant analysis with a regularization approach. Zbl 1474.62216 Celeux, Gilles; Maugis-Rabusseau, Cathy; Sedki, Mohammed 8 2019 Assessing trimming methodologies for clustering linear regression data. Zbl 1459.62010 Torti, Francesca; Perrotta, Domenico; Riani, Marco; Cerioli, Andrea 6 2019 Generalised linear model trees with global additive effects. Zbl 1474.62269 Seibold, Heidi; Hothorn, Torsten; Zeileis, Achim 6 2019 Robust clustering for functional data based on trimming and constraints. Zbl 1474.62166 Rivera-García, Diego; García-Escudero, Luis A.; Mayo-Iscar, Agustín; Ortega, Joaquín 5 2019 Mixture model modal clustering. Zbl 1474.62218 Chacón, José E. 5 2019 Directional co-clustering. Zbl 1474.62244 Salah, Aghiles; Nadif, Mohamed 5 2019 Greedy Gaussian segmentation of multivariate time series. Zbl 1459.62170 Hallac, David; Nystrup, Peter; Boyd, Stephen 5 2019 Finite mixtures, projection pursuit and tensor rank: a triangulation. Zbl 1466.62355 Loperfido, Nicola 4 2019 A classification tree approach for the modeling of competing risks in discrete time. Zbl 1474.62382 Berger, Moritz; Welchowski, Thomas; Schmitz-Valckenberg, Steffen; Schmid, Matthias 4 2019 Subspace clustering for the finite mixture of generalized hyperbolic distributions. Zbl 1474.62187 Kim, Nam-Hwui; Browne, Ryan 4 2019 On support vector machines under a multiple-cost scenario. Zbl 1474.62211 Benítez-Peña, Sandra; Blanquero, Rafael; Carrizosa, Emilio; Ramírez-Cobo, Pepa 4 2019 Robust and sparse \(k\)-means clustering for high-dimensional data. Zbl 1459.62106 Brodinová, Šárka; Filzmoser, Peter; Ortner, Thomas; Breiteneder, Christian; Rohm, Maia 3 2019 Weighted distance-based trees for ranking data. Zbl 1459.62119 Plaia, Antonella; Sciandra, Mariangela 3 2019 Unifying data units and models in (co-)clustering. Zbl 1459.62105 Biernacki, Christophe; Lourme, Alexandre 2 2019 Clustering via finite nonparametric ICA mixture models. Zbl 1474.62264 Zhu, Xiaotian; Hunter, David R. 2 2019 Finite mixture biclustering of discrete type multivariate data. Zbl 1474.62083 Fernández, Daniel; Arnold, Richard; Pledger, Shirley; Liu, Ivy; Costilla, Roy 2 2019 sARI: a soft agreement measure for class partitions incorporating assignment probabilities. Zbl 1474.62224 Flynt, Abby; Dean, Nema; Nugent, Rebecca 2 2019 Orthogonal nonnegative matrix tri-factorization based on Tweedie distributions. Zbl 1488.62083 Abe, Hiroyasu; Yadohisa, Hiroshi 2 2019 Convex clustering for binary data. Zbl 1459.62109 Choi, Hosik; Lee, Seokho 2 2019 Bayesian shrinkage in mixture-of-experts models: identifying robust determinants of class membership. Zbl 1474.62088 Zens, Gregor 2 2019 Finite mixture-of-gamma distributions: estimation, inference, and model-based clustering. Zbl 1474.62043 Young, Derek S.; Chen, Xi; Hewage, Dilrukshi C.; Nilo-Poyanco, Ricardo 2 2019 A two-stage sparse logistic regression for optimal gene selection in high-dimensional microarray data classification. Zbl 1474.62273 Algamal, Zakariya Yahya; Lee, Muhammad Hisyam 2 2019 Variable selection in discriminant analysis for mixed continuous-binary variables and several groups. Zbl 1474.62239 Mbina Mbina, Alban; Nkiet, Guy Martial; Eyi Obiang, Fulgence 2 2019 Special issue on “Advances on model-based clustering and classification”. Preface by the guest editors. Zbl 1475.00049 1 2019 Exploration of the variability of variable selection based on distances between bootstrap sample results. Zbl 1459.62134 Hennig, Christian; Sauerbrei, Willi 1 2019 A Kendall correlation coefficient between functional data. Zbl 1459.62092 Valencia, Dalia; Lillo, Rosa E.; Romo, Juan 1 2019 Linear components of quadratic classifiers. Zbl 1459.62104 Berrendero, José R.; Cárcamo, Javier 1 2019 Mixtures of restricted skew-\(t\) factor analyzers with common factor loadings. Zbl 1474.62209 Wang, Wan-Lun; Castro, Luis M.; Chang, Yen-Ting; Lin, Tsung-I 1 2019 Comparisons among several methods for handling missing data in principal component analysis (PCA). Zbl 1499.62201 Loisel, Sébastien; Takane, Yoshio 1 2019 New distance measures for classifying X-ray astronomy data into stellar classes. Zbl 1488.62224 Baíllo, Amparo; Cárcamo, Javier; Getman, Konstantin 1 2019 Model-based approach for household clustering with mixed scale variables. Zbl 1474.62439 Carmona, Christian; Nieto-Barajas, Luis; Canale, Antonio 1 2019 Investigating consumers’ store-choice behavior via hierarchical variable selection. Zbl 1459.62215 Sato, Toshiki; Takano, Yuichi; Nakahara, Takanobu 1 2019 Mutual information, phi-squared and model-based co-clustering for contingency tables. Zbl 1416.62309 Govaert, Gérard; Nadif, Mohamed 19 2018 Signal classification with a point process distance on the space of persistence diagrams. Zbl 1416.94030 Marchese, Andrew; Maroulas, Vasileios 8 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 7 2018 Model selection for Gaussian latent block clustering with the integrated classification likelihood. Zbl 1416.62349 Lomet, Aurore; Govaert, Gérard; Grandvalet, Yves 7 2018 Hierarchical clustering of asymmetric networks. Zbl 1414.91298 Carlsson, Gunnar; Mémoli, Facundo; Ribeiro, Alejandro; Segarra, Santiago 6 2018 Eigenvalues and constraints in mixture modeling: geometric and computational issues. Zbl 1414.62071 García-Escudero, Luis Angel; Gordaliza, Alfonso; Greselin, Francesca; Ingrassia, Salvatore; Mayo-Iscar, Agustín 6 2018 ...and 211 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 2,010 Authors 33 McNicholas, Paul D. 29 Punzo, Antonio 23 García-Escudero, Luis Angel 22 Mayo-Iscar, Agustin 21 Browne, Ryan P. 21 McLachlan, Geoffrey John 20 Le Thi, Hoai An 20 Warrens, Matthijs J. 19 Melnykov, Volodymyr 17 Riani, Marco 15 D’Urso, Pierpaolo 15 Ingrassia, Salvatore 15 Lin, Tsung I. 14 Cerioli, Andrea 13 Lee, Sharon X. 12 Pham Dinh Tao 11 Colubi, Ana 11 Roy, Anuradha 11 Zhu, Xuwen 10 Jacques, Julien 10 Perrotta, Domenico 10 Vovan, Tai 10 Wang, Wan-Lun 9 González-Rodríguez, Gil 9 Gordaliza, Alfonso 9 Iannario, Maria 9 Murphy, Thomas Brendan 9 Tomarchio, Salvatore D. 8 Biernacki, Christophe 8 Bouveyron, Charles 8 Carrizosa, Emilio 8 Corander, Jukka 8 Farcomeni, Alessio 8 Le, Hoai Minh 8 Zuccolotto, Paola 7 Atkinson, Anthony C. 7 Blanco-Fernández, Angela 7 Forbes, Florence 7 Gallaugher, Michael P. B. 7 Greselin, Francesca 7 Hubert, Mia 7 Leiva, Ricardo Aníbal 7 Maroulas, Vasileios 7 Nadif, Mohamed 7 Nguyen, Hien Duy 7 Piccolo, Domenico 7 Tutz, Gerhard E. 6 de A. T. de Carvalho, Francisco 6 De Giovanni, Livia 6 Epifanio, Irene 6 Lachos Dávila, Víctor Hugo 6 Maruotti, Antonello 6 Massari, Riccardo 6 Ramos-Guajardo, Ana Belén 6 Simone, Rosaria 6 Soffritti, Gabriele 6 Torti, Francesca 6 Tortora, Cristina 6 Vilar, José Antonio 5 Barabesi, Lucio 5 Berger, Moritz 5 Blanquero, Rafael 5 Brito, Paula 5 Cappozzo, Andrea 5 Casa, Alessandro 5 Chacón, José E. 5 Fop, Michael 5 Frühwirth-Schnatter, Sylvia 5 Galimberti, Giuliano 5 Ganjali, Mojtaba 5 García-Bárzana, Marta 5 Hennig, Christian 5 Koski, Timo J. T. 5 Manisera, Marica 5 Matos, Larissa A. 5 Michael, Semhar 5 Mozharovskyi, Pavlo 5 Naderi, Mehrdad 5 NguyenTrang, Thao 5 Phan, Duy Nhat 5 Romero Morales, Dolores 5 Schmid, Matthias 5 Schütte, Christof 5 Simó, Amelia 5 Subedi, Sanjeena 5 Tahata, Kouji 5 Vichi, Maurizio 5 Vieu, Philippe 5 Wang, Huiwen 4 Alhamzawi, Rahim 4 Alonso, Andrés M. 4 Avagyan, Vahe 4 Bagnato, Luca 4 Bellini, Tiziano 4 Cavicchia, Carlo 4 Cerasa, Andrea 4 Coretto, Pietro 4 Deng, Yong 4 Dotto, Francesco 4 Genton, Marc G. ...and 1,910 more Authors all top 5 Cited in 188 Journals 163 Advances in Data Analysis and Classification. ADAC 71 Journal of Classification 71 Computational Statistics and Data Analysis 59 Statistics and Computing 41 Statistical Methods and Applications 35 Journal of Multivariate Analysis 29 Computational Statistics 28 Information Sciences 25 Journal of Applied Statistics 23 Communications in Statistics. Simulation and Computation 23 Journal of Statistical Computation and Simulation 21 International Journal of Approximate Reasoning 20 Communications in Statistics. Theory and Methods 20 Journal of Computational and Graphical Statistics 18 Test 18 The Annals of Applied Statistics 15 European Journal of Operational Research 14 Statistical Papers 13 AStA. Advances in Statistical Analysis 12 Electronic Journal of Statistics 11 Psychometrika 11 Metron 11 Statistics & Probability Letters 11 Machine Learning 10 Journal of the American Statistical Association 10 Annals of Operations Research 10 Data Mining and Knowledge Discovery 10 Statistical Modelling 9 Physica A 9 Australian & New Zealand Journal of Statistics 8 International Statistical Review 8 Statistical Science 8 Neural Computation 7 Biometrics 7 Statistics 7 Statistical Methodology 6 Journal of Statistical Planning and Inference 6 Brazilian Journal of Probability and Statistics 6 Bayesian Analysis 5 Fuzzy Sets and Systems 5 Computers & Operations Research 5 Bernoulli 5 Journal of Machine Learning Research (JMLR) 5 Journal of the Korean Statistical Society 5 Statistical Analysis and Data Mining 4 Insurance Mathematics & Economics 4 Neural Networks 4 Mathematical Programming. Series A. Series B 4 Mathematical Problems in Engineering 4 Quantitative Finance 4 Journal of Agricultural, Biological, and Environmental Statistics 3 The Canadian Journal of Statistics 3 Discrete Applied Mathematics 3 Metrika 3 Applied Mathematics and Computation 3 Journal of Computational and Applied Mathematics 3 Statistica Neerlandica 3 Journal of Global Optimization 3 INFORMS Journal on Computing 3 Journal of Nonparametric Statistics 3 Theory of Computing Systems 3 Chaos 3 CEJOR. Central European Journal of Operations Research 3 Optimization Letters 3 Journal of Statistical Theory and Practice 3 Journal of Theoretical Biology 3 Journal of Applied and Computational Topology 3 Japanese Journal of Statistics and Data Science 3 SN Operations Research Forum 2 Journal of Mathematical Biology 2 Bulletin of Mathematical Biology 2 Annals of the Institute of Statistical Mathematics 2 Biometrical Journal 2 Journal of Econometrics 2 Statistica 2 Journal of Time Series Analysis 2 Automation and Remote Control 2 Theory of Probability and Mathematical Statistics 2 International Transactions in Operational Research 2 Journal of Graph Algorithms and Applications 2 International Journal of Applied Mathematics and Computer Science 2 Entropy 2 Communications on Pure and Applied Analysis 2 Multiscale Modeling & Simulation 2 North American Actuarial Journal 2 Acta Numerica 2 Computational Management Science 2 Journal of Industrial and Management Optimization 2 Discrete and Continuous Dynamical Systems. Series S 2 Statistics Surveys 2 Journal of Probability and Statistics 2 Communications in Mathematics and Statistics 2 Computer Science Review 2 Statistical Theory and Related Fields 2 SIAM Journal on Mathematics of Data Science 1 The American Statistician 1 Artificial Intelligence 1 Journal of the Franklin Institute 1 Journal of Mathematical Physics 1 Journal of Statistical Physics ...and 88 more Journals all top 5 Cited in 42 Fields 1,007 Statistics (62-XX) 154 Computer science (68-XX) 87 Operations research, mathematical programming (90-XX) 80 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 53 Probability theory and stochastic processes (60-XX) 50 Numerical analysis (65-XX) 28 Combinatorics (05-XX) 24 Biology and other natural sciences (92-XX) 12 Linear and multilinear algebra; matrix theory (15-XX) 9 Statistical mechanics, structure of matter (82-XX) 8 Dynamical systems and ergodic theory (37-XX) 7 Information and communication theory, circuits (94-XX) 6 Functional analysis (46-XX) 6 Algebraic topology (55-XX) 6 Geophysics (86-XX) 5 General topology (54-XX) 5 Systems theory; control (93-XX) 4 General and overarching topics; collections (00-XX) 4 History and biography (01-XX) 4 Mathematical logic and foundations (03-XX) 4 Operator theory (47-XX) 4 Quantum theory (81-XX) 3 Harmonic analysis on Euclidean spaces (42-XX) 3 Calculus of variations and optimal control; optimization (49-XX) 2 Real functions (26-XX) 2 Several complex variables and analytic spaces (32-XX) 2 Ordinary differential equations (34-XX) 2 Partial differential equations (35-XX) 2 Differential geometry (53-XX) 2 Astronomy and astrophysics (85-XX) 1 Order, lattices, ordered algebraic structures (06-XX) 1 Number theory (11-XX) 1 Commutative algebra (13-XX) 1 Associative rings and algebras (16-XX) 1 Functions of a complex variable (30-XX) 1 Approximations and expansions (41-XX) 1 Geometry (51-XX) 1 Convex and discrete geometry (52-XX) 1 Manifolds and cell complexes (57-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Optics, electromagnetic theory (78-XX) 1 Mathematics education (97-XX) Citations by Year