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Multivariate Analysis and Machine Learning Techniques
This book offers a comprehensive first-level introduction to data analytics. The book covers multivariate analysis, AI / ML, and other computational techniques for solving data …
Statistics and Data Analysis for Engineers and Scientists
This textbook summarizes the different statistical, scientific, and financial data analysis methods for users ranging from a high school level to a professional level. It aims to …
Deep Learning Models
This book focuses on and prioritizes a practical approach, minimizing theoretical concepts to deliver algorithms effectively. With deep learning emerging as a vibrant field of …
Neural Networks with Model Compression
Deep learning has achieved impressive results in image classification, computer vision and natural language processing. To achieve better performance, deeper and wider networks …
Signal and Information Processing, Networking and Computers
This book collects selected papers from the 11th Conference on Signal and Information Processing, Networking and Computers held in Chengdu, China, in September 2023. The book …
Proceedings of the 13th International Conference on Computer Engineering and Networks
This book aims to examine innovation in the fields of computer engineering and networking. The text covers important developments in areas such as artificial intelligence, machine …
Recommender Systems: Algorithms and their Applications
The book includes a thorough examination of the many types of algorithms for recommender systems, as well as a comparative analysis of them. It addresses the problem of dealing …
Cyber Security for Smart Grid Control
The book focuses on a very important area of Smart Grids - cyber security. It deals in particular with the tools and techniques for cyber security analysis of the Smart Grid …
High Energy Efficiency Neural Network Processor with Combined Digital and Computing-in-Memory Architecture
Neural network (NN) algorithms are driving the rapid development of modern artificial intelligence (AI). The energy-efficient NN processor has become an urgent requirement for the …
Signal and Information Processing, Networking and Computers
This book collects selected papers from the 11th Conference on Signal and Information Processing, Networking and Computers held in Chengdu, China, in September 2023. The book …