Machine learning

In the ever-evolving landscape of cancer treatment, the fusion of artificial intelligence (AI) with medical science marks a groundbreaking shift toward more precise, efficient, and personalized healthcare.

The recent developments in wireless communications, networking, and embedded systems have driven various innovative Internet of Things (IoT) applications, e.

Many AI (and machine learning) tasks present in dual forms, e.

The dawn of AI agents is upon us.

Apply supervised and unsupervised learning to solve practical and real-world big data problems.

Understand and implement big data analysis solutions in pandas with an emphasis on performance.

Video Based Machine Learning for Traffic Intersections describes the development of computer vision and machine learning-based applications for Intelligent Transportation Systems (ITS) and the challenges encountered during their deployment.

Implement reinforcement learning techniques and algorithms with the help of real-world examples and recipesKey FeaturesUse PyTorch 1.

The two-volume set LNCS 13373 and 13374 constitutes the papers of several workshops which were held in conjunction with the 21st International Conference on Image Analysis and Processing, ICIAP 2022, held in Lecce, Italy, in May 2022.

This book explores the ongoing debate between shallow and deep learning in the field of machine learning.

Artificial Intelligence: An Introduction to Big Ideas and their Development, Second Edition guides readers through the history and development of artificial intelligence (AI), from its early mathematical beginnings through to the exciting possibilities of its potential future applications.

This book begins by discussing the fundamentals of Artificial Intelligence, the Internet of Things, and their convergence.

Harness the power of Large Language Models (LLMs) to build cutting-edge AI applications with Python and LangChain.

A self-contained and practical introduction that assumes no prior knowledge of programming or machine learning.

This book presents, for the first time, data analytics for smart infrastructures.

Transparent Artificial Intelligence (AI) systems facilitate understanding of the decision-making process and provide opportunities in various aspects of explaining AI models.

In today's digital age, the risks to data and infrastructure have increased in both range and complexity.

Graphical models (e.

The book extensively explores Brain-Computer Interfaces (BCIs), emphasizing both the theoretical foundations and practical applications within this rapidly advancing field.

With the advent of such advanced technologies as cloud computing, the Internet of Things, the Medical Internet of Things, the Industry Internet of Things and sensor networks as well as the exponential growth in the usage of Internet-based and social media platforms, there are enormous oceans of data.

This comprehensive overview of IoT systems architecture includes in-depth treatment of all key components: edge, communications, cloud, data processing, security, management, and uses.

Wearable and nearable technologies are revolutionizing modern healthcare by enabling continuous, noninvasive, and real-time monitoring of physiological, behavioral, and environmental factors.

Wearable and nearable technologies are revolutionizing modern healthcare by enabling continuous, noninvasive, and real-time monitoring of physiological, behavioral, and environmental factors.

This book integrates the concepts of explainable artificial intelligence and generative explainable artificial intelligence, showcasing how explainability can be incorporated into generative models.

This book integrates the concepts of explainable artificial intelligence and generative explainable artificial intelligence, showcasing how explainability can be incorporated into generative models.

Thermal Spray Technology for Advanced Composite Materials presents advancements in multifunctional, sustainable, and smart materials towards enhancing performance and improving processes across a wide range of engineering fields, including renewable energy, automotive, and aerospace.

Thermal Spray Technology for Advanced Composite Materials presents advancements in multifunctional, sustainable, and smart materials towards enhancing performance and improving processes across a wide range of engineering fields, including renewable energy, automotive, and aerospace.

Non-invasive measurements of cardio-respiratory signals has improved diagnosis and prognosis in human health.

Non-invasive measurements of cardio-respiratory signals has improved diagnosis and prognosis in human health.