Intelligent techniques for predictive data analytics / Neha Singh, Shilpi Birla, Mohd Dilshad Ansari.
| Format | Electronic |
| Publication Info | Hoboken, New Jersey : Wiley, [2024] |
| Description | pages cm |
| Supplemental Content | Full text available from eBooks on EBSCOhost |
| Subjects |
| Other author/creator | Singh, Neha (Electronic engineering professor) |
| Other author/creator | Birla, Shilpi. |
| Other author/creator | Ansari, Mohd Dilshad. |
| Other author/creator | John Wiley & Sons. |
| Abstract | "This book provides an in-depth introduction of the tools and techniques used for predictive analytics, offering examples for a variety of job areas such as healthcare, e-Commerce, banking, and more. An experienced team of editors and contributors share their knowledge and provide separate chapters on cyber security risks, network security analytics, data mining, and machine learning for predictive data analysis, with each chapter offering a brief introduction. Intelligent Techniques for Predictive Data Analytics implements predictive analytics into smart grids and energy sectors, providing readers knowledge on failure probability modelling, power quality monitoring, and load forecasting, as well as information on smart grid analytics to further knowledge on clean energy and sustainability. Comprised of 11 chapters, this book touches on the issues and challenges that come with predictive analytics and discusses its evolution and future, with a clear understanding of data processing, classification and analysis to support strategic decisions"-- Provided by publisher. |
| General note | Includes index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2024005729 |
| ISBN | 9781394227969 (hardback) |
| ISBN | (adobe pdf) |
| ISBN | (epub) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |