A linear programming-based framework for handling missing data in multi-granular data warehouses

S Bimonte, L Ren, N Koueya - Data & Knowledge Engineering, 2020 - Elsevier
Abstract Data Warehouse (DW) and OLAP systems are first citizens of Business Intelligence
tools. They are widely used in the academic and industrial communities for numerous …

OLAP analysis operators for multi-state data warehouses

F Ravat, J Song, O Teste - … Journal of Data Warehousing and Mining …, 2016 - igi-global.com
Abstract Data reduction in Multidimensional Data Warehouses (MDWs) allows increasing
the efficiency of analysis and facilitating decision-makers' tasks. In this paper, the authors …

Managing Reduction in Multidimensional Databases

F Ravat, J Song, O Teste - SOFSEM 2018: Theory and Practice of …, 2018 - Springer
Dealing with large amount of data has always been a key focus of the Multidimensional
Database (MDB) community, especially in the current era when data volume increases more …