This book offers a comprehensible overview of Big Data Preprocessing, which includes a formal description of each problem. It also focuses on the most relevant
Data Preprocessing for Data Mining addresses one of the most important issues within the well-known Knowledge Discovery from Data process. Data directly taken f
Get your raw data cleaned up and ready for processing to design better data analytic solutions Key FeaturesDevelop the skills to perform data cleaning, data int
Over the last two decades, researchers are looking at imbalanced data learning as a prominent research area. Many critical real-world application areas like fin
This book is intended to present the state of the art in research on machine learning and big data analytics. The accepted chapters covered many themes includin