Hugo D. Macedo (TecMF/DI/PUC-Rio)

A linear algebra approach to OLAP

Inspired by the relational algebra of data processing, this paper addresses the foundations of data analytical processing from a linear algebra perspective. The paper investigates, in particular, how aggregation operations such as cross tabulations and data cubes essential to quantitative analysis of data can be expressed solely in terms of matrix multiplication, transposition and the Khatri-Rao variant of the Kronecker product.

TecMF: Talks_08_05_15 (last edited 2015-07-15 17:57:49 by HugoMacedo)