Volume 12, Issue 4

December 2018

Special issue on “Science of big data: theory, methods and applications”

Issue Editors:

9 articles in this issue

Special issue on “Science of big data: theory, methods and applications”
Hans A. Kestler
Paul D. McNicholas
Adalbert F. X. Wilhelm
Editorial 01 November 2018 Pages: 823 - 825
Ensemble of a subset of kNN classifiers
Asma Gul
Aris Perperoglou
Berthold Lausen
Regular Article Open access 22 January 2016 Pages: 827 - 840
Understanding non-linear modeling of measurement invariance in heterogeneous populations
Deana Desa
Regular Article 26 February 2016 Pages: 841 - 865
A comparative study on large scale kernelized support vector machines
Daniel Horn
Aydın Demircioğlu
Claus Weihs
Regular Article 27 July 2016 Pages: 867 - 883
A computationally fast variable importance test for random forests for high-dimensional data
Silke Janitza
Ender Celik
Anne-Laure Boulesteix
Regular Article 29 November 2016 Pages: 885 - 915
Rank-based classifiers for extremely high-dimensional gene expression data
Ludwig Lausser
Florian Schmid
Hans A. Kestler
Regular Article 19 December 2016 Pages: 917 - 936
Ensemble feature selection for high dimensional data: a new method and a comparative study
Afef Ben Brahim
Mohamed Limam
Regular Article 24 April 2017 Pages: 937 - 952
An efficient random forests algorithm for high dimensional data classification
Qiang Wang
Thanh-Tung Nguyen
Thuy Thi Nguyen
Regular Article 21 March 2018 Pages: 953 - 972
Equi-Clustream: a framework for clustering time evolving mixed data
Ravi Sankar Sangam
Hari Om
Regular Article 26 February 2018 Pages: 973 - 995

Search