Machine Learning

This textbook introduces the fundamental concepts and methods of statistical learning. It uses Python and provides a unique approach by blending th...

This book constitutes a review of recent developments in the theory and practical exploitation of the elliptical model for measured data in both cl...

Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that compris...

This book brings together the essential methodologies required to understand the advancement of digital technologies into digital transformation, a...

Harness the power of MATLAB to resolve a wide range of machine learning challenges. This book provides a series of examples of technologies critica...

Develop a mathematical intuition around machine learning algorithms to improve model performance and effectively troubleshoot complex ML problems. ...

Transfer learning is one of the most important technologies in the era of artificial intelligence and deep learning. It seeks to leverage existing ...

The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2010, was held in Barcelona,...

The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2010, was held in Barcelona,...

The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2010, was held in Barcelona,...

Machine Learning under Resource Constraints addresses novel machine learning algorithms that are challenged by high-throughput data, by high dimens...

A remarkable facet of the human brain is its ability to manage multiple tasks with apparent simultaneity. Knowledge learned from one task can then ...

Bridges the gap between AI and neuroscience by telling the story of how the brain came to be. 'I found this book amazing' Daniel Kahneman...

Put machine learning to work in SAP S/4HANA! Get started by reviewing your available tools and implementation options. Then, learn how to set up se...

This 3-volume set, CCIS 2058-2060 constitutes the First International Conference, on Artificial Intelligence, IAIC 2023, held in Nanjing, China, in...

Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, rese...