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Big Data Sanitization Using Scalable In-Memory Frameworks
As more and more data is collected, it is growing beyond the scale humans could ever have imagined. Not only data but also data collection and analysis techniques have evolved and have enabled researchers to advance many ...
Feature Engineering for Data Analytics
Data plays a fundamental role in modern science, engineering, and business applications. We investigate two important problems in data analytics. The first is feature selection, where we consider both the unsupervised and ...