Volume 14, Issue 4

Search all Advances in Data Analysis and Classification articles

December 2020

Special issue on “Learning in data science: theory, methods and applications”

Issue Editors:

Daniel Baier,
Berthold Lausen,
Angela Montanari,
Ute Schmid

13 articles in this issue

Data generation for composite-based structural equation modeling methods
Rainer Schlittgen
Marko Sarstedt
Christian M. Ringle
Regular Article Open access 26 May 2020 Pages: 747 - 757
Mixtures of Dirichlet-Multinomial distributions for supervised and unsupervised classification of short text data
Laura Anderlucci
Cinzia Viroli
Regular Article 25 May 2020 Pages: 759 - 770
On the use of quantile regression to deal with heterogeneity: the case of multi-block data
Cristina Davino
Rosaria Romano
Domenico Vistocco
Regular Article Open access 19 July 2020 Pages: 771 - 784
Editable machine learning models? A rule-based framework for user studies of explainability
Stanislav Vojíř
Tomáš Kliegr
Regular Article 11 September 2020 Pages: 785 - 799
A comparison of instance-level counterfactual explanation algorithms for behavioral and textual data: SEDC, LIME-C and SHAP-C
Yanou Ramon
David Martens
Theodoros Evgeniou
Regular Article 02 September 2020 Pages: 801 - 819
A process framework for inducing and explaining Datalog theories
Mark Gromowski
Michael Siebers
Ute Schmid
Regular Article 05 January 2021 Pages: 821 - 835
The ultrametric correlation matrix for modelling hierarchical latent concepts
Carlo Cavicchia
Maurizio Vichi
Giorgia Zaccaria
Regular Article 28 May 2020 Pages: 837 - 853
SEM-Tree hybrid models in the preferences analysis of the members of Polish households
Adam Sagan
Mariusz Łapczyński
Regular Article Open access 10 August 2020 Pages: 855 - 869
Chained correlations for feature selection
Ludwig Lausser
Robin Szekely
Hans A. Kestler
Regular Article Open access 09 June 2020 Pages: 871 - 884
Adapted single-cell consensus clustering (adaSC3)
Cornelia Fuetterer
Thomas Augustin
Christiane Fuchs
Regular Article Open access 15 December 2020 Pages: 885 - 896
Automatic gait classification patterns in spastic hemiplegia
Ana Aguilera
Alberto Subero
Regular Article 04 January 2021 Pages: 897 - 925
Predicting brand confusion in imagery markets based on deep learning of visual advertisement content
Atsuho Nakayama
Daniel Baier
Regular Article 19 November 2020 Pages: 927 - 945
The GNG neural network in analyzing consumer behaviour patterns: empirical research on a purchasing behaviour processes realized by the elderly consumers
Kamila Migdał-Najman
Krzysztof Najman
Sylwia Badowska
Regular Article Open access 30 August 2020 Pages: 947 - 982

Volume 14, Issue 4

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