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Adv. Data Anal. Classif.
2007
2013
2017
2024
2007
2024
Keyphrases
Publications
volume 18, number 1, 2024
Salvatore D. Tomarchio
,
Luca Bagnato
,
Antonio Punzo
Model-based clustering using a new multivariate skew distribution.
Adv. Data Anal. Classif.
18 (1) (2024)
Félix Vandervorst
,
Wouter Verbeke
,
Tim Verdonck
Claims fraud detection with uncertain labels.
Adv. Data Anal. Classif.
18 (1) (2024)
Luis Angel García-Escudero
,
Salvatore Ingrassia
,
Thomas Brendan Murphy
Special issue on "advances in models and learning for clustering and classification".
Adv. Data Anal. Classif.
18 (1) (2024)
Nam-Hwui Kim
,
Ryan P. Browne
Flexible mixture regression with the generalized hyperbolic distribution.
Adv. Data Anal. Classif.
18 (1) (2024)
Sangkon Oh
,
Byungtae Seo
Semiparametric mixture of linear regressions with nonparametric Gaussian scale mixture errors.
Adv. Data Anal. Classif.
18 (1) (2024)
Edoardo Fibbi
,
Domenico Perrotta
,
Francesca Torti
,
Stefan Van Aelst
,
Tim Verdonck
Co-clustering contaminated data: a robust model-based approach.
Adv. Data Anal. Classif.
18 (1) (2024)
Tin Lok James Ng
,
Andrew Zammit-Mangion
Mixture modeling with normalizing flows for spherical density estimation.
Adv. Data Anal. Classif.
18 (1) (2024)
Gian Marco Paldino
,
Bertrand Lebichot
,
Yann-Aël Le Borgne
,
Wissam Siblini
,
Frédéric Oblé
,
Giacomo Boracchi
,
Gianluca Bontempi
The role of diversity and ensemble learning in credit card fraud detection.
Adv. Data Anal. Classif.
18 (1) (2024)
Xuwen Zhu
,
Yana Melnykov
,
Angelina S. Kolomoytseva
Contamination transformation matrix mixture modeling for skewed data groups with heavy tails and scatter.
Adv. Data Anal. Classif.
18 (1) (2024)
Donatella Vicari
,
Cinzia Di Nuzzo
A between-cluster approach for clustering skew-symmetric data.
Adv. Data Anal. Classif.
18 (1) (2024)
volume 18, number 2, 2024
Rolando Kindelan
,
José Frías
,
Mauricio Cerda
,
Nancy Hitschfeld
A topological data analysis based classifier.
Adv. Data Anal. Classif.
18 (2) (2024)
Paul de Nailly
,
Etienne Côme
,
Latifa Oukhellou
,
Allou Samé
,
Jacques Ferriere
,
Yasmine Merad-Boudia
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.
Adv. Data Anal. Classif.
18 (2) (2024)
Alberto Silva
,
Adelaide Freitas
An enhanced version of the SSA-HJ-biplot for time series with complex structure.
Adv. Data Anal. Classif.
18 (2) (2024)
Wan-Lun Wang
,
Yu-Chen Yang
,
Tsung-I Lin
Extending finite mixtures of nonlinear mixed-effects models with covariate-dependent mixing weights.
Adv. Data Anal. Classif.
18 (2) (2024)
Maurizio Vichi
,
Andrea Cerioli
,
Hans A. Kestler
,
Akinori Okada
,
Claus Weihs
Editorial for ADAC issue 2 of volume 18 (2024).
Adv. Data Anal. Classif.
18 (2) (2024)
Monia Ranalli
,
Roberto Rocci
Composite likelihood methods for parsimonious model-based clustering of mixed-type data.
Adv. Data Anal. Classif.
18 (2) (2024)
Benedikt Boecking
,
Vincent Jeanselme
,
Artur Dubrawski
Constrained clustering and multiple kernel learning without pairwise constraint relaxation.
Adv. Data Anal. Classif.
18 (2) (2024)
Björn-Hergen Laabs
,
Ana Westenberger
,
Inke R. König
Identification of representative trees in random forests based on a new tree-based distance measure.
Adv. Data Anal. Classif.
18 (2) (2024)
Marco Bee
On discriminating between lognormal and Pareto tail: an unsupervised mixture-based approach.
Adv. Data Anal. Classif.
18 (2) (2024)
Maurizio Romano
,
Giulia Contu
,
Francesco Mola
,
Claudio Conversano
Threshold-based Naïve Bayes classifier.
Adv. Data Anal. Classif.
18 (2) (2024)
Miroslaw Krzysko
,
Lukasz Smaga
Application of distance standard deviation in functional data analysis.
Adv. Data Anal. Classif.
18 (2) (2024)
volume 17, number 2, 2023
Leonie Selk
,
Jan Gertheiss
Nonparametric regression and classification with functional, categorical, and mixed covariates.
Adv. Data Anal. Classif.
17 (2) (2023)
Naoto Yamashita
Principal component analysis constrained by layered simple structures.
Adv. Data Anal. Classif.
17 (2) (2023)
Antonio Elías
,
Raúl Jiménez
,
J. E. Yukich
Localization processes for functional data analysis.
Adv. Data Anal. Classif.
17 (2) (2023)
Anna Gottard
,
Giulia Vannucci
,
Leonardo Grilli
,
Carla Rampichini
Mixed-effect models with trees.
Adv. Data Anal. Classif.
17 (2) (2023)
Christian Acal
,
Ana M. Aguilera
Basis expansion approaches for functional analysis of variance with repeated measures.
Adv. Data Anal. Classif.
17 (2) (2023)
Maurizio Vichi
,
Andrea Cerioli
,
Hans A. Kestler
,
Akinori Okada
,
Claus Weihs
Editorial for ADAC issue 2 of volume 17 (2023).
Adv. Data Anal. Classif.
17 (2) (2023)
Federico Ferraccioli
,
Giovanna Menardi
Modal clustering of matrix-variate data.
Adv. Data Anal. Classif.
17 (2) (2023)
Javier Albert-Smet
,
Aurora Torrente
,
Juan Romo
Band depth based initialization of K-means for functional data clustering.
Adv. Data Anal. Classif.
17 (2) (2023)
Emilio Carrizosa
,
Vanesa Guerrero
,
Dolores Romero Morales
On mathematical optimization for clustering categories in contingency tables.
Adv. Data Anal. Classif.
17 (2) (2023)
volume 17, number 3, 2023
Fatma Najar
,
Nizar Bouguila
On smoothing and scaling language model for sentiment based information retrieval.
Adv. Data Anal. Classif.
17 (3) (2023)
Qin Wang
,
Yuan Xue
A structured covariance ensemble for sufficient dimension reduction.
Adv. Data Anal. Classif.
17 (3) (2023)
Qing Zhao
,
Huiwen Wang
,
Shanshan Wang
Robust regression for interval-valued data based on midpoints and log-ranges.
Adv. Data Anal. Classif.
17 (3) (2023)
Boris Beranger
,
Huan Lin
,
Scott A. Sisson
New models for symbolic data analysis.
Adv. Data Anal. Classif.
17 (3) (2023)
Alex Sharp
,
Glen Chalatov
,
Ryan P. Browne
A dual subspace parsimonious mixture of matrix normal distributions.
Adv. Data Anal. Classif.
17 (3) (2023)
Vincent Audigier
,
Ndèye Niang
Clustering with missing data: which equivalent for Rubin's rules?
Adv. Data Anal. Classif.
17 (3) (2023)
Efthymios Costa
,
Ioanna Papatsouma
,
Angelos I. Markos
Benchmarking distance-based partitioning methods for mixed-type data.
Adv. Data Anal. Classif.
17 (3) (2023)
Licheng Zhao
,
Yi Zuo
,
Katsutoshi Yada
Sequential classification of customer behavior based on sequence-to-sequence learning with gated-attention neural networks.
Adv. Data Anal. Classif.
17 (3) (2023)
Marco Berrettini
,
Giuliano Galimberti
,
Saverio Ranciati
Semiparametric finite mixture of regression models with Bayesian P-splines.
Adv. Data Anal. Classif.
17 (3) (2023)
Maurizio Vichi
,
Andrea Cerioli
,
Hans A. Kestler
,
Akinori Okada
,
Claus Weihs
Editorial for ADAC issue 3 of volume 17 (2023).
Adv. Data Anal. Classif.
17 (3) (2023)
volume 17, number 4, 2023
Ruiping Liu
,
Ndeye Niang
,
Gilbert Saporta
,
Huiwen Wang
Sparse correspondence analysis for large contingency tables.
Adv. Data Anal. Classif.
17 (4) (2023)
Maurizio Vichi
,
Andrea Cerioli
,
Hans A. Kestler
,
Akinori Okada
,
Claus Weihs
Editorial for ADAC issue 4 of volume 17 (2023).
Adv. Data Anal. Classif.
17 (4) (2023)
Hyukjun Gweon
A power-controlled reliability assessment for multi-class probabilistic classifiers.
Adv. Data Anal. Classif.
17 (4) (2023)
Ronald Richman
,
Mario V. Wüthrich
LASSO regularization within the LocalGLMnet architecture.
Adv. Data Anal. Classif.
17 (4) (2023)
Liang-Ching Lin
,
Meihui Guo
,
Sangyeol Lee
Monitoring photochemical pollutants based on symbolic interval-valued data analysis.
Adv. Data Anal. Classif.
17 (4) (2023)
Simon De Vos
,
Toon Vanderschueren
,
Tim Verdonck
,
Wouter Verbeke
Robust instance-dependent cost-sensitive classification.
Adv. Data Anal. Classif.
17 (4) (2023)
Marie du Roy de Chaumaray
,
Matthieu Marbac
Clustering data with non-ignorable missingness using semi-parametric mixture models assuming independence within components.
Adv. Data Anal. Classif.
17 (4) (2023)
Serge Vicente
,
Alejandro Murua-Sazo
Determinantal consensus clustering.
Adv. Data Anal. Classif.
17 (4) (2023)
Summer Atkins
,
Gudmundur Einarsson
,
Line Harder Clemmensen
,
Brendan P. W. Ames
Proximal methods for sparse optimal scoring and discriminant analysis.
Adv. Data Anal. Classif.
17 (4) (2023)
Eustasio del Barrio
,
Hristo Inouzhe
,
Jean-Michel Loubes
Attraction-repulsion clustering: a way of promoting diversity linked to demographic parity in fair clustering.
Adv. Data Anal. Classif.
17 (4) (2023)