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Advances in Data Analysis and Classification, Volume 18
Volume 18, Number 1, March 2024
- Luis Angel García-Escudero, Salvatore Ingrassia, Thomas Brendan Murphy:
Special issue on "advances in models and learning for clustering and classification". 1-4 - Sangkon Oh, Byungtae Seo:
Semiparametric mixture of linear regressions with nonparametric Gaussian scale mixture errors. 5-31 - Nam-Hwui Kim
, Ryan P. Browne:
Flexible mixture regression with the generalized hyperbolic distribution. 33-60 - Salvatore D. Tomarchio
Model-based clustering using a new multivariate skew distribution. 61-83 - Xuwen Zhu, Yana Melnykov
Contamination transformation matrix mixture modeling for skewed data groups with heavy tails and scatter. 85-101 - Tin Lok James Ng, Andrew Zammit-Mangion:
Mixture modeling with normalizing flows for spherical density estimation. 103-120 - Edoardo Fibbi
Co-clustering contaminated data: a robust model-based approach. 121-161 - Donatella Vicari
A between-cluster approach for clustering skew-symmetric data. 163-192 - Gian Marco Paldino
The role of diversity and ensemble learning in credit card fraud detection. 193-217 - Félix Vandervorst
Claims fraud detection with uncertain labels. 219-243
Volume 18, Number 2, June 2024
- Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs:
Editorial for ADAC issue 2 of volume 18 (2024). 245-249 - Marco Bee
On discriminating between lognormal and Pareto tail: an unsupervised mixture-based approach. 251-269 - Wan-Lun Wang
Extending finite mixtures of nonlinear mixed-effects models with covariate-dependent mixing weights. 271-307 - Benedikt Boecking
Constrained clustering and multiple kernel learning without pairwise constraint relaxation. 309-324 - Maurizio Romano
Threshold-based Naïve Bayes classifier. 325-361 - Björn-Hergen Laabs
Identification of representative trees in random forests based on a new tree-based distance measure. 363-380 - Monia Ranalli
Composite likelihood methods for parsimonious model-based clustering of mixed-type data. 381-407 - Alberto Silva
An enhanced version of the SSA-HJ-biplot for time series with complex structure. 409-430 - Miroslaw Krzysko, Lukasz Smaga
Application of distance standard deviation in functional data analysis. 431-454 - Paul de Nailly
Multivariate count time series segmentation with "sums and shares" and Poisson lognormal mixture models: a comparative study using pedestrian flows within a multimodal transport hub. 455-491 - Rolando Kindelan
A topological data analysis based classifier. 493-538
Volume 18, Number 3, September 2024
- Paula Brito, Andrea Cerioli, Luis Angel García-Escudero, Gilbert Saporta:
Special issue on "New methodologies in clustering and classification for complex and/or big data". 539-543 - Abdullah Asilkalkan
Finite mixture of hidden Markov models for tensor-variate time series data. 545-562 - Cristina Anton
Model-based clustering of functional data via mixtures of t distributions. 563-595 - Ryan P. Browne
Parsimony and parameter estimation for mixtures of multivariate leptokurtic-normal distributions. 597-625 - Stanislav Nagy
Theory of angular depth for classification of directional data. 627-662 - Dries Cornilly, Lise Tubex
Robust and sparse logistic regression. 663-679 - Luca Benedetti, Eric Boniardi, Leonardo Chiani
Variational inference for semiparametric Bayesian novelty detection in large datasets. 681-703 - Katerina Pawlasová
Neural networks with functional inputs for multi-class supervised classification of replicated point patterns. 705-721 - Payel Sadhukhan
Natural-neighborhood based, label-specific undersampling for imbalanced, multi-label data. 723-744 - Vincenzo Giuseppe Genova, Giuseppe Giordano
An analytic strategy for data processing of multimode networks. 745-767 - Michael Greenacre
The chiPower transformation: a valid alternative to logratio transformations in compositional data analysis. 769-796 - Matteo Farnè
Liszt's Étude S.136 no.1: audio data analysis of two different piano recordings. 797-822
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