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Advances in Data Analysis and Classification

Issue 1/2023

Content (13 Articles)

Editorial

Editorial for ADAC issue 1 of volume 17 (2023)

Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs

Open Access Regular Article

CenetBiplot: a new proposal of sparse and orthogonal biplots methods by means of elastic net CSVD

Nerea González-García, Ana Belén Nieto-Librero, Purificación Galindo-Villardón

Regular Article

Optimal projections for Gaussian discriminants

David P. Hofmeyr, Francois Kamper, Michail C. Melonas

Regular Article

Clusterwise elastic-net regression based on a combined information criterion

Xavier Bry, Ndèye Niang, Thomas Verron, Stéphanie Bougeard

Open Access Regular Article

Notes on the H-measure of classifier performance

D. J. Hand, C. Anagnostopoulos

Open Access Regular Article

Minimum adjusted Rand index for two clusterings of a given size

José E. Chacón, Ana I. Rastrojo

Regular Article

Poisson degree corrected dynamic stochastic block model

Paul Riverain, Simon Fossier, Mohamed Nadif

Regular Article

Early identification of biliary atresia using subspace and the bootstrap methods

Kuniyoshi Hayashi, Eri Hoshino, Mitsuyoshi Suzuki, Kotomi Sakai, Masayuki Obatake, Osamu Takahashi

Regular Article

Robust mixture regression modeling based on two-piece scale mixtures of normal distributions

Atefeh Zarei, Zahra Khodadadi, Mohsen Maleki, Karim Zare

Open Access Regular Article

Over-optimistic evaluation and reporting of novel cluster algorithms: an illustrative study

Theresa Ullmann, Anna Beer, Maximilian Hünemörder, Thomas Seidl, Anne-Laure Boulesteix

Open Access Regular Article

Kurtosis removal for data pre-processing

Nicola Loperfido

Open Access Regular Article

Sparsifying the least-squares approach to PCA: comparison of lasso and cardinality constraint

Rosember Guerra-Urzola, Niek C. de Schipper, Anya Tonne, Klaas Sijtsma, Juan C. Vera, Katrijn Van Deun

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