Machine Learning

Large language models (LLMs) and generative AI are rapidly changing the healthcare industry. These technologies have the potential to revolutionize...

Reinforcement learning (RL) has led to several breakthroughs in AI. The use of the Q-learning (DQL) algorithm alone has helped people develop agent...

Large Language Models (LLMs) have emerged as a cornerstone technology, transforming how we interact with information and redefining the boundaries ...

This book constitutes the proceedings of Second International Workshop on Trustworthy Artificial Intelligence for Healthcare, TAI4H 2024, held in J...

Large language models (LLMs) are not just shaping the trajectory of AI, they're also unveiling a new era of security challenges. This practical boo...

This book describes the state-of-the-art of chemoinformatics, bioinformatics, materials informatics and measurement/metrology informatics to develo...

This text presents selected applications of discrete-time stochastic processes that involve random interactions and algorithms, and revolve around ...

This book introduces probabilistic modelling and explores its role in solving a broad spectrum of engineering problems that arise in Information Te...

Given their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered as alternatives to scienc...

This book summarizes the latest research and developments related to the application of nature-inspired metaheuristic algorithms coupled with artif...

A First Course in Machine Learning by Simon Rogers and Mark Girolami is the best introductory book for ML currently available. It combines rigor an...

Provides a comprehensive understanding of the latest advancements and practical applications of machine learning techniques. Machine learning (ML),...

The seven-volume set LNCS 14850-14856 constitutes the proceedings of the 29th International Conference on Database Systems for Advanced Application...

This book is a beginner-friendly guide to artificial intelligence (AI), ideal for those with no technical background. It introduces AI, machine lea...