Adv. Data Anal. Classif.

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

volume 17, number 2, 2023

volume 17, number 3, 2023

volume 17, number 4, 2023