Boolean Matrix Factorization via Nonnegative Auxiliary Optimization

A novel approach to Boolean matrix factorization (BMF) is presented. Instead of solving the BMF problem directly, this approach solves a nonnegative optimization problem with an additional constraint over an auxiliary matrix whose Boolean structure is identical to the initial Boolean data. This addi...

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Podrobná bibliografie
Hlavní autoři: Duc P. Truong, Erik Skau, Derek Desantis, Boian Alexandrov
Médium: Článek
Jazyk:English
Vydáno: IEEE 2021-01-01
Edice:IEEE Access
Témata:
On-line přístup:https://ieeexplore.ieee.org/document/9521203/