But every new feature that you add to your problem adds to its complexity, making it harder to solve it with machine learning algorithms. Data scientists use dimensionality reduction, a set of ...

The Data Reduction for Science program seeks applications to explore potentially high-impact approaches in the development and use of data reduction techniques and algorithms to facilitate more ...

The FlexiDedupe® and enhanced compression technology allow NeoSapphire OS version 4.0 to deliver a revolutionary data reduction algorithm that optimizes storage utilization in real-time on the ...

The data reduction algorithms will likely vary by tier and may range from simple compression to sophisticated deduplication approaches. An important consideration is manageability and ...

Siemens Digital Industries Software, in particular, has tapped Cribl Inc.’s data reduction and operational visibility expertise to adapt to the expanding demands of its data management and ...

117, No. 831 (May 2005), pp. 503-525 (23 pages) ABSTRACT We describe the data reduction algorithms for the Multiband Imaging Photometer for Spitzer (MIPS). These algorithms were based on extensive ...