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This book provides theoretical background and state-of-the-art findings in artificial intelligence and cybersecurity for industry 4.0 and helps in implementing AI-based cybersecurity applications. Machine learning-based security approaches are vulnerable to poison datasets which can be caused by a legitimate defender's misclassification or attackers aiming to evade detection by contaminating the training data set. There also exist gaps between the test environment and the real world. Therefore, it is critical to check the potentials and limitations of AI-based security technologies in terms of metrics such as security, performance, cost, time, and consider how to incorporate them into the real world by addressing the gaps appropriately. This book focuses on state-of-the-art findings from both academia and industry in big data security relevant sciences, technologies, and applications.
Explainable AI (XAI) is an upcoming research field in the domain of machine learning. This book aims to provide a detailed description of the topics related to XAI and Blockchain. These two technologies can benefit each other, and the research outcomes will benefit society in multiple ways. Existing AI systems make decisions in a black box manner. Explainable AI delineates how an AI system arrived at a particular decision. It inspects the steps and models that are responsible for making a particular decision. It is an upcoming trend that aims at providing explanations to the AI decisions. Blockchain is emerging as an effective technique for XAI. It enables accessibility to digital ledgers am...
In the dynamic environment of healthcare, the fusion of Computational Intelligence and Healthcare Industry 4.0 has enabled remarkable advancements in disease detection and analysis. However, a critical challenge persists – the limitations of current computational intelligence approaches in dealing with small sample sizes. This setback hampers the performance of these innovative models, hindering their potential impact on medical applications. As we stand at the crossroads of technological innovation and healthcare evolution, the need for a solution becomes paramount. Advances in Computational Intelligence for the Healthcare Industry 4.0 is a comprehensive guide addressing the very heart of...
The book "Digital Transformation in Healthcare 5.0: Metaverse, Nanorobots, and Machine Learning" is a comprehensive discussion of disruptive technologies and their applications in healthcare. The book starts with an overview of blockchain technology's impact on the healthcare sector, emphasizing its potential to improve data security and interoperability. The book also discusses the Metaverse's role in healthcare transformation, utilizing a blockchain method to improve patient care and medical practices. The book also focuses on the interrelationships of Blockchain-Enabled Metaverse Healthcare Systems and Applications, highlighting innovative strategies. It also introduces an Intraocular Pressure Monitoring System for Glaucoma Patients, demonstrating the integration of IoT and Machine Learning for improved care. The book winds up with a Machine Learning Approach to Voice Analysis in Parkinson's disease Diagnosis, demonstrating the potential of voice analysis as a non-invasive diagnostic tool.
Machine vision applications in precision agriculture have attracted a great deal of attention. They focus on monitoring, protection, and management of various plant populations. These applications have shown potential value in reforming crucial components of plant production, including fine-grained ripeness recognition of all kinds of plants and detecting and classifying weeds, seeds, and pests for crop health, quality, and quantity enhancement. In recent decades, the extensive achievements of deep learning techniques have shown significant opportunities for almost all fields. Accordingly, many deep learning models have been presented for different types of images and have achieved promising...
An Analysis of the Pali Canon is a comprehensive overview of the contents of the works that make up the Tipitaka, the Canon of the Theravada school of Buddhism. It also contains an index of the suttas and sections of the Tipitaka, as well as an extensive bibliography of the translations of canonical works and secondary literature. The second part of this book, A Reference Table of Pali Literature, is an extensive list of all the works composed in the Indic language known as Pali. It lists all the works of the Tipitaka, the commentaries and subcommentaries, historical chronicles, works on medicine, cosmology, grammar, law, astrology, Bible translations, etc. It also gives data on the authors, time of composition, country of origin and includes references to secondary literature that provide more information on the works listed. This book is an essential resource for students and researchers of the Tipitaka and other Pali literature.
This book contains fifteen numbers of the renowned Wheel Publication series, dealing with various aspects of the Buddha’s teaching. Wheel Publication No. 216: The Buddhist Attitude to Other Religions by K. N. Jayatilleke; 217-220: An Analysis of the Pali Canon by Russell Webb; 221-224: Kamma and Its Fruit by Leonard A. Bullen, Nina van Gorkom,Bhikkhu Nanajivako, Nyanaponika Thera,Francis Story; 225: Buddhism and Sex by M. O'C. Walshe; 226-230: A Technique of Living by Leonard A. Bullen;
This book accounts for the origin and evolution of the nature and roles of women within the Hindu belief system. It explains how the idea of the goddess has been derived from Hindu philosophical ideas and texts of codes of conduct and how particular models of conduct for mortal women have been created. Hindu religious culture correlates philosophical speculation and social imperatives to situate femininity on a continuum from divine to mortal existence. This creates in the Hindu consciousness multiple - often contradictory - images of women, both as wielders and subjects of authority. The conception and evolution of the major Hindu goddesses, placed against the judgments passed by texts of H...
Death is the ultimate truth of life. All religions consider birth and death in the same package and have given importance to death rites and ancestor worship. With death, the non-existence begins. It is something common in all religions. The central concern of all philosophies is not life but death. Man knows that life is finite and the future beyond life is unknown. So, it is natural to ask, is there any life after death? If yes, it is certainly a life without a body. Death is the end of physical existence, but it is not the end of a person. So, death rites and ancestor worship arose in all societies. Ancestor worship is the belief that at the death of an individual, his/her social personality is not erased; but rather transformed. The basis of ancestor worship lies in this belief found in all human societies. It also creates a distance between the living and the dead while commemorating the dead and paying respect to them.