Book
Linear Algebra Tools for Data Mining
ISBN : 9789811270338
Author : Dan A Simovici
Publisher : World Scientific
Year : 2023
Language : English
Type : Book
Description : This updated compendium provides the linear algebra background necessary to understand and develop linear algebra applications in data mining and machine learning.Basic knowledge and advanced new topics (spectral theory, singular values, decomposition techniques for matrices, tensors and multidimensional arrays) are presented together with several applications of linear algebra (k-means clustering, biplots, least square approximations, dimensionality reduction
RECOMMENDED BOOKS
Performance Enhancement and Control of Photovoltaic Systems: 1ed
Saad Motahhir
Hollywood and China in the Post-postclassical Era
Lara Herring
Computational Intelligence Techniques for Sustainable Supply Chain Management
Sanjoy Kumar Paul
Pricing Strategies
Robert M. Schindler
Soil Hydrology in a Changing Climate
Stephen Anderson
Deep Learning and IoT in Healthcare Systems Paradigms and Applications
Krishna Kant Singh
Next-Generation Smart Biosensing : Nano-Platforms, Nano-Microfluidics Interfaces, and Emerging Applications of Quantum Sensing
Kamil Reza Khondakar
Boundary Value Problems for Linear Partial Differential Equations
Manuel Mañas