Title Data Mining in Structural Dynamic Analysis : A Signal Processing Perspective Author(s) Zhou, Yun Lai;Wahab, Magd Abdel;Maia, Nuno M. M;Liu, Linya;Figueiredo, El??i Publication Singapore, Springer Singapore, 2019. Description X, 169 p. 91 illus., 73 illus. in color : online resource Abstract Note This book highlights the applications of data mining technologies in structural dynamic analysis, including structural design, optimization, parameter identification, model updating, damage identification, in civil, mechanical, and aerospace engineering. These engineering applications require precise structural design, fabrication, inspection, and further monitoring to obtain a full life-cycle analysis, and by focusing on data processing, data mining technologies offer another aspect in structural dynamic analysis. Discussing techniques in time/frequency domain, such as Hilbert transforms, wavelet theory, and machine learning for structural dynamic analysis to help in structural monitoring and diagnosis, the book is an essential reference resource for beginners, graduates and industrial professionals in various fields ISBN,Price 9789811505010 Keyword(s) 1. BUILDING 2. Building Construction and Design 3. Building repair 4. Building Repair and Maintenance 5. Buildings???Design and construction 6. Buildings???Repair and reconstruction 7. CLASSICAL MECHANICS 8. Computer-aided engineering 9. Computer-Aided Engineering (CAD, CAE) and Design 10. CONSTRUCTION 11. DATA MINING 12. Data Mining and Knowledge Discovery 13. EBOOK 14. EBOOK - SPRINGER 15. Engineering, Architectural 16. MECHANICS 17. Mechanics, Applied 18. Solid Mechanics Item Type eBook Multi-Media Links Please Click here for eBook Circulation Data Accession#   Call# Status Issued To Return Due On Physical Location I09086     On Shelf