Machine learning books

This book introduces readers to the fundamentals of and recent advances in federated learning, focusing on reducing...  Read More >>

This book presents a systematic approach to analyze evolutionary and nature-inspired population-based search algorithms....  Read More >>

This book is an invaluable reference for those operating within the fields of Cyber Security, Digital Forensics,...  Read More >>

 Read More >>

 Read More >>

This book constitutes revised selected papers from the 17th International Meeting on Computational Intelligence...  Read More >>

The author discusses several algorithms that improve the scalability and communication efficiency of synchronous...  Read More >>

This book disseminates and promotes the recent research progress and frontier development on AutoML and meta-learning...  Read More >>

 Read More >>

This book teaches the practical implementation of various concepts for time series analysis and modeling with Python...  Read More >>

It covers a wide range of methods and technologies, including deep neural networks, large scale neural models, brain...  Read More >>

This open access book discusses the statistical modeling of insurance problems, a process which comprises data collection,...  Read More >>

Candlesticks have become a key component of platforms and charting programs for financial trading. With these charts,...  Read More >>

This open access book discusses the statistical modeling of insurance problems, a process which comprises data collection,...  Read More >>

Addresses novel machine learning algorithms that are challenged by high-throughput data, by high dimensions, or...  Read More >>

The development and use of robotics is affecting all aspects of modern life. There is a demand not only for robots...  Read More >>

This book constitutes the refereed proceedings of the 18th International Conference on Frontiers in Handwriting...  Read More >>

This book provides an accessible introduction to the foundations of machine learning and deep learning in medicine...  Read More >>

This book constitutes the refereed proceedings of the 11th International Conference on Model and Data Engineering,...  Read More >>

This textbook provides a step-by-step introduction to the tools and principles of high-dimensional statistics. The...  Read More >>

Event selection criteria were developed using novel Machine Learning techniques to target ttH events, yielding a...  Read More >>

 Read More >>

This book presents high-quality research papers presented at 3rd International Conference on Sustainable and Innovative...  Read More >>

Latent factor analysis models are an effective type of machine learning model for addressing high-dimensional and...  Read More >>

This book is very beneficial for early researchers/faculty who want to work in deep learning and machine learning...  Read More >>