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Hierarchical heuristics for Boolean-reasoning-based binary bicluster induction.

Authors :
Michalak, Marcin
Source :
Acta Informatica; Dec2022, Vol. 59 Issue 6, p673-685, 13p
Publication Year :
2022

Abstract

Biclustering is a two-dimensional data analysis technique that, applied to a matrix, searches for a subset of rows and columns that intersect to produce a submatrix with given, expected features. Such an approach requires different methods to those of typical classification or regression tasks. In recent years it has become possible to express biclustering goals in the form of Boolean reasoning. This paper presents a new, heuristic approach to bicluster induction in binary data. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00015903
Volume :
59
Issue :
6
Database :
Complementary Index
Journal :
Acta Informatica
Publication Type :
Academic Journal
Accession number :
159793217
Full Text :
https://doi.org/10.1007/s00236-021-00415-9