Machine learning books

This book provides a comprehensive exploration of advanced privacy-preserving methods, ensuring secure data processing...  Read More >>

This book focuses on Artificial Intelligence and Machine Learning technologies and how they are progressively being...  Read More >>

The compendium provides an introduction to the theory of deep learning, from basic principles of neural network...  Read More >>

It includes twelve chapters with detailed introductions for the foundation knowledge of AI, structures, key components,...  Read More >>

The papers present recent research in the areas of communication, antenna, computer vison, medical image analysis,...  Read More >>

The papers present recent research in the areas of communication, antenna, computer vison, medical image analysis,...  Read More >>

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This book gathers novel research works that simulate human intelligence in cognitive and non-cognitive tasks like...  Read More >>

This book offers a comprehensive first-level introduction to data analytics. The book covers multivariate analysis,...  Read More >>

This edited volume on machine learning and big data analytics (Proceedings of ICMLBDA 2023, which was held on May...  Read More >>

This book offers an extensive exploration of foundation models, guiding readers through the essential concepts and...  Read More >>

This book is a collection of best selected research papers presented at International Conference on Trends in Sustainable...  Read More >>

Computational Intelligence based Hyperspectral Image Analysis and Applications, the second volume in this series,...  Read More >>

It provides them with both an intuitive explanation of many common statistical methods and enough mathematical background...  Read More >>

In addition, real-world applications of generative AI across various industries are explored including healthcare...  Read More >>

This second edition updates and expands upon the first beginner-focused guide to Procedural Content Generation via...  Read More >>

This book presents a comprehensive range of topics in deep learning for polymer discovery, from fundamental concepts...  Read More >>

This book explores the evolution of social network analysis and mining (SNAM), a field that originated in social...  Read More >>

This book explores the evolution of social network analysis and mining (SNAM), a field that originated in social...  Read More >>

mso-fareast-font-family: 'Times New Roman';"">This book is a pioneering exploration of the state-of-the-art techniques...  Read More >>

This book starts with discussions over how large language models are used in healthcare and the opportunities we...  Read More >>

This book explores innovative applications of artificial intelligence, machine learning, and modeling to enhance...  Read More >>

This open access book explores the latest advancements in simulation performance, driven by model order reduction,...  Read More >>

This book explores the application of machine learning-based methods, particularly Bayesian optimization, within...  Read More >>