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Advances in Data Analysis and Classification, Volume 12
Volume 12, Number 1, March 2018
- Giuseppe Bove
, Akinori Okada:
Editorial for Special Issue on Analysis of Asymmetric Relationships. 1-4 - Giuseppe Bove
Methods for the analysis of asymmetric pairwise relationships. 5-31 - John C. Gower:
Skew symmetry in retrospect. 33-41 - Donatella Vicari
CLUSKEXT: CLUstering model for SKew-symmetric data including EXTernal information. 43-64 - Gunnar E. Carlsson, Facundo Mémoli, Alejandro Ribeiro
Hierarchical clustering of asymmetric networks. 65-105 - Mark de Rooij
Transitional modeling of experimental longitudinal data with missing values. 107-130 - Marti Sagarra
Assessing the asymmetric effects on branch rivalry of Spanish financial sector restructuring. 131-153 - Daniel Baier
Relating brand confusion to ad similarities and brand strengths through image data analysis and classification. 155-171
Volume 12, Number 2, June 2018
- Editorial for issue 2/2018. 173-177
- María Teresa Gallegos, Gunter Ritter
Probabilistic clustering via Pareto solutions and significance tests. 179-202 - Luis Angel García-Escudero
Eigenvalues and constraints in mixture modeling: geometric and computational issues. 203-233 - Roberto Rocci, Stefano Antonio Gattone
A data driven equivariant approach to constrained Gaussian mixture modeling. 235-260 - Sárka Brodinová
Clustering of imbalanced high-dimensional media data. 261-284 - Stéphanie Bougeard
Clusterwise analysis for multiblock component methods. 285-313 - Kenichi Hayashi:
Asymptotic comparison of semi-supervised and supervised linear discriminant functions for heteroscedastic normal populations. 315-339 - Karim T. Abou-Moustafa
Local generalized quadratic distance metrics: application to the k-nearest neighbors classifier. 341-363 - Sonia Barahona, Ximo Gual-Arnau
Unsupervised classification of children's bodies using currents. 365-397 - Alessandra Guglielmi
A semiparametric Bayesian joint model for multiple mixed-type outcomes: an application to acute myocardial infarction. 399-423 - Vahe Avagyan, Andrés M. Alonso, Francisco J. Nogales:
D-trace estimation of a precision matrix using adaptive Lasso penalties. 425-447
Volume 12, Number 3, September 2018
- Editorial for issue 3/2018. 449-454
- Gérard Govaert, Mohamed Nadif
Mutual information, phi-squared and model-based co-clustering for contingency tables. 455-488 - Aurore Lomet, Gérard Govaert, Yves Grandvalet
Model selection for Gaussian latent block clustering with the integrated classification likelihood. 489-508 - Romain Guigourès, Marc Boullé, Fabrice Rossi
Discovering patterns in time-varying graphs: a triclustering approach. 509-536 - Parvin Ahmadi, Iman Gholampour
Cluster-based sparse topical coding for topic mining and document clustering. 537-558 - Kohei Adachi, Nickolay T. Trendafilov
Sparsest factor analysis for clustering variables: a matrix decomposition approach. 559-585 - Mercedes Fernandez Sau, Daniela Rodriguez
Minimum distance method for directional data and outlier detection. 587-603 - Ángel Felipe, Nirian Martín
Statistical inference in constrained latent class models for multinomial data based on ϕ-divergence measures. 605-636 - Ana Justel
A divisive clustering method for functional data with special consideration of outliers. 637-656 - Andrew Marchese, Vasileios Maroulas
Signal classification with a point process distance on the space of persistence diagrams. 657-682 - Juana-María Vivo
Rethinking an ROC partial area index for evaluating the classification performance at a high specificity range. 683-704 - Irene Epifanio
Archetypal shapes based on landmarks and extension to handle missing data. 705-735 - Gerhard Tutz, Moritz Berger
Tree-structured modelling of categorical predictors in generalized additive regression. 737-758 - Pasquale Dolce
Non-symmetrical composite-based path modeling. 759-784 - António Pedro Duarte Silva
Outlier detection in interval data. 785-822
Volume 12, Number 4, December 2018
- Hans A. Kestler
Special issue on "Science of big data: theory, methods and applications" - Preface by the Guest Editors. 823-825 - Asma Gul, Aris Perperoglou
Ensemble of a subset of kNN classifiers. 827-840 - Deana Desa:
Understanding non-linear modeling of measurement invariance in heterogeneous populations. 841-865 - Daniel Horn
A comparative study on large scale kernelized support vector machines. 867-883 - Silke Janitza
A computationally fast variable importance test for random forests for high-dimensional data. 885-915 - Ludwig Lausser, Florian Schmid, Lyn-Rouven Schirra, Adalbert F. X. Wilhelm
Rank-based classifiers for extremely high-dimensional gene expression data. 917-936 - Afef Ben Brahim, Mohamed Limam:
Ensemble feature selection for high dimensional data: a new method and a comparative study. 937-952 - Qiang Wang, Thanh-Tung Nguyen, Joshua Zhexue Huang, Thuy Thi Nguyen
An efficient random forests algorithm for high dimensional data classification. 953-972 - Ravi Sankar Sangam, Hari Om:
Equi-Clustream: a framework for clustering time evolving mixed data. 973-995
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