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

This book is intended for academic and industrial developers, exploring and developing applications in the area of big data and machine learning, including thos

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