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This book covers the latest advancements in the areas of machine learning, computer vision, pattern recognition, computational learning theory, big data analytics, network intelligence, signal processing, and their applications in real world. The topics covered in machine learning involve feature extraction, variants of support vector machine (SVM), extreme learning machine (ELM), artificial neural network (ANN), and other areas in machine learning. The mathematical analysis of computer vision and pattern recognition involves the use of geometric techniques, scene understanding and modeling from video, 3D object recognition, localization and tracking, medical image analysis, and so on. Compu...
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Acute events of natural origin, spanning atmospheric, biological, geophysical, hydrologic, and oceanographic realms, persistently menace societies globally. Approximately 160 million people annually bear the brunt of these disasters, with certain regions facing disproportionate impacts. The lack of predictability intensifies the challenge, creating intercommunal capacity gaps and amplifying the dire consequences. Utilizing AI and Machine Learning for Natural Disaster Management provides instances of ML in predicting earthquakes. By leveraging seismic data, AI systems can analyze magnitude and patterns, providing invaluable insights to forecast earthquake occurrences and aftershocks. Similarly, the book unveils the potential of ML in simulating floods by recording and analyzing rainfall patterns from previous years. The predictive power extends to hurricanes, where data on wind speed, rainfall, temperature, and moisture converge to anticipate future occurrences, potentially saving millions in property damage.
In this issue of Rheumatic Disease Clinics, guest editors Drs. Robert M. Fairchild and Kaitlin A. Quinn bring their considerable expertise to the topic of Imaging in Rheumatology. Top experts cover key topics such as CNS imaging in rheumatic disease; axial imaging in spondyloarthritis; imaging challenges and developments in large-vessel vasculitis; imaging in peripheral inflammatory arthritis; imaging in juvenile idiopathic arthritis; and more. - Contains 11 relevant, practice-oriented topics including advances in imaging in crystalline arthritis; imaging of the salivary gland in rheumatic disease; imaging in inflammatory bowel disease; cardiac magnetic resonance imaging in rheumatic disease; and more. - Provides in-depth clinical reviews on imaging in rheumatology, offering actionable insights for clinical practice. - Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.
On violations of civil rights of peasantry and state repression in Andhra Pradesh.
The present 43rd edition of the book has been thoroughly revised in the light of the amendments made by The Income Tax Act, 1961; The Income Tax Rules, 1962, (as amended up-to-date); Salient Features of the Income Tax including Tax Planning & Management Book: Even the last minute changes in the law have been incorporated in this revised edition of the book and as such it is the latest and most update book on Income Tax for the Assessment Year 2022-23. Further, the amendments made by the Finance Act, 2022, applicable for the Assessment Year 2022-23, have been incorporated in the book. The present edition of the book has several unparalleled features which make it distinct from other available...
The present 41st edition of the book has been thoroughly revised in the light of the amendments made by The Income Tax Act, 1961; The Income Tax Rules, 1962, (as amended up-to-date); The Finance Act, 2019, the Finance (No. 2) Act, 2019, the Finance Act, 2020 and the Taxation Laws (Amendment) Act, 2019 as applicable to Assessment Year 2020-21 and the Latest Circulars and Notifications of C.B.D.T. The salient features of the book are : The language of the book is simple and lucid. All important aspects of Tax Planning and Management for the Assessment Years 2020-21 and 2021-22 have been included in the book. Small illustrations and examples are given for ticklish law points so as to make them ...
The transformative digital technologies developed for Industry 4.0 are proving to be disruptive change drivers in higher education. Industry 4.0 technologies are forming the basis of Education 4.0. Industry 4.0 Technologies for Education: Transformative Technologies and Applications examines state-of-the-art tools and technologies that comprise Education 4.0. Higher education professionals can turn to this book to guide curriculum development aimed at helping produce the workforce for Industry 4.0. The book discusses the tools and technologies required to make Education 4.0 a reality. It covers online content creation, learning management systems, and tools for teaching, learning, and evalua...