Fast and scalable data mining algorithms for clustering using graphics processors

• Main Author: Salli Aruliah Arul Shalom.
• Other Authors: Manoranjan Dash
• Format: Theses and Dissertations
• Language: English
• Published: 2014
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: http://hdl.handle.net/10356/55278
• Institution: Nanyang Technological University

The tremendous growth of data in the order of zeta bytes in various real-life databases has fortified the need for high speed and scalable data mining methods. Computing applications for data warehouses and data streams are highly arithmetic and computationally intensive, thus demanding high perform...