Data mining books

Have you ever been asked to analyze data in your job but not understood what you were doing? Now is the time...  Read More >>

This book constitutes the proceedings of the 10th International Conference on Big Data Analytics, BDA 2022, which...  Read More >>

This book provides a comprehensive overview of core concepts and technological foundations for continuous engineering...  Read More >>

This book discusses the application of data systems and data-driven infrastructure in existing industrial systems...  Read More >>

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The book trains readers to break down various ML applications and methods in terms of data, model, and loss, thus...  Read More >>

Scientific knowledge is doubling every 10 to 15 years worldwide. Who generates this knowledge? Where is this information...  Read More >>

Bringing together all the relevant material to impart a clear understanding of how to analyze ROC curves, this book...  Read More >>

The application of big data and analytics (BDA) techniques can greatly enhance the efficiency of private-sector...  Read More >>

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Actionable Intelligence in Healthcare cuts through the hype and misconceptions regarding healthcare data analytics,...  Read More >>

In order to make informed decisions, there are three important elements: intuition, trust, and analytics. These...  Read More >>

This two-volume set, CCIS 1744 and CCIS 1745 book constitutes the 7th International Conference, on Data Mining and...  Read More >>

This two-volume set, CCIS 1744 and CCIS 1745 book constitutes the 7th International Conference, on Data Mining and...  Read More >>

This volume presents techniques and theories drawn from mathematics, statistics, computer science, and information...  Read More >>

Quantile regression is an approach to data at a loss of homogeneity, for example (1) data with outliers, (2) skewed...  Read More >>

This book features multi-omics big-data integration and data-mining techniques. In the omics age, paramount of multi-omics...  Read More >>

It addresses the concepts of big data analytics and/or data science, multi-criteria optimization for learning, expert...  Read More >>

Data Wrangling with R covers the most modern ways to make data ready for exploration or modeling in detail. The...  Read More >>

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The development of information technology has made it possible to collect large amounts of spatial data on a daily...  Read More >>

This textbook provides a compact but comprehensive treatment that provides analytical and design steps to recurrent...  Read More >>

This gap has driven a wave of research for deep learning on graphs, including graph representation learning, graph...  Read More >>

This book constitutes the refereed proceedings of three workshops symposia, held at the 41st International Conference...  Read More >>

This book offers an introduction to the topic of data science based on the visual processing of data. It deals with...  Read More >>