With the increasing use of Deep Learning systems across various industries, there is a growing need to make their decision-making processes more understandable and transparent. Regulatory requirements now demand clarity, and users and stakeholders want to know how AI systems work. This textbook addresses these needs by providing a detailed guide on integrating Explainable AI (XAI) into the Deep Learning Operations (DLOps) pipeline. By doing so, organizations can implement Continuous Integr...

Building on the knowledge of risks, vulnerabilities, and safety measures associated with cyber-physical systems, this book focuses on adapting artificial intelligence (AI) techniques to smart cyber-physical systems application development. The future is going to see cyber-physical systems in almost every aspect of life, so a book that focuses on shedding light on the design, development, and security aspects of cyber-physical systems in more crucial domains such as defense, healthcare, bio...

Narratives of a descent to the underworld, of the sights to be seen and the punishments meted out there, have kept a hold on the popular imagination for millennia. The legacy from doctrinal warnings and the deep-set literary markers that identify a place of suffering and alienation continue to stimulate creative exchange and critical thinking. Such work takes risks: it braves the dark and questions the past.The contributions in this volume reflect on the exigency of hell in the stor...

It has recently become apparent that "quality" is quickly becoming the single most important factor for success and growth in business. Companies achieving higher quality in their products through effective quality improvement programs enjoy a significant competitive advantage. It is, therefore, essential for engineers responsible for design, devel

Internet of things (IoT) applications employed for healthcare generate a huge amount of data that needs to be analyzed to produce the expected reports. To accomplish this task, a cloud-based analytical solution is ideal in order to generate faster reports in comparison to the traditional way. Given the current state of the world in which every day IoT devices are developed to provide healthcare solutions, it is essential to consider the mechanisms used to collect and analyze the data to pr...

The book explains on the methods and procedures adopted for testing the quality and safety of aquatic food products. The analytical techniques available for testing the chemical constituents of aquatic food with separate chapters on the analysis of lipids, proteins, vitamins, and minerals are exhaustively given to determine their nutritional quality. The various methods for sensory, physical, biochemical and microbiological quality assessments of aquatic food are explicitly given with deta...

This book deals with the quality and safety of aquatic food. It focuses clearly on biological and chemical hazards, antibiotic and pesticide residues, and heavy metal contaminants associated with aquatic food. The quality problems in various aquatic food products and their methods of assessment are exhaustively dealt in this book. Besides, food quality management systems like HACCP, SSOP, SCP, GHP, GMP have also been explained for easy adoption. The International and National Standards pre...

To provide the necessary security and quality assurance activities into Internet of Things (IoT)-based software development, innovative engineering practices are vital. They must be given an even higher level of importance than most other events in the field. Integrating the Internet of Things Into Software Engineering Practices provides research on the integration of IoT into the software development life cycle (SDLC) in terms of requirements management, analysis, design, coding, and test...

Advances in Food and Nutrition Research recognizes the integral relationship between the food and nutritional sciences, bringing together outstanding and comprehensive reviews that highlight this relationship. The book contains contributions that detail scientific developments in the broad areas of food science and nutrition, providing those in academia and industry with the latest information on emerging research in these constantly evolving sciences. - Provides the latest, most important...

Advances in Food and Nutrition Research recognizes the integral relationship between the food and nutritional sciences and brings together outstanding and comprehensive reviews that highlight this relationship. Contributions detail scientific developments in the broad areas of food science and nutrition and are intended to provide those in academia and industry with the latest information on emerging research in these constantly evolving sciences. - The latest important information for foo...

Advances in Food and Nutrition Research recognizes the integral relationship between the food and nutritional sciences, bringing together outstanding and comprehensive reviews that highlight this relationship. The book contains contributions that detail scientific developments in the broad areas of food science and nutrition, providing those in academia and industry with the latest information on emerging research in these constantly evolving sciences. - Provides the latest, important info...

Advances in Food and Nutrition Research recognizes the integral relationship between the food and nutritional sciences, bringing together outstanding and comprehensive reviews that highlight this relationship. The book contains contributions that detail scientific developments in the broad areas of food science and nutrition, providing those in academia and industry with the latest information on emerging research in these constantly evolving sciences. - Provides the latest important infor...