Advanced Data Mining Techniques and Architectures

By Dunia Jamma, PhD, 2013 - 2016
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Abstract: Data mining is described as a process of discovering and extracting interesting knowledge from large amounts of data stored in multiple data sources such as file systems, databases, data warehouses. This knowledge contributes a lot of benefits to business strategies, scientific, medical research, governments and individual. This thesis proposes several novel algorithms and architectures to enhance the process of data mining.