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The automated learning of machines characterizes machine learning (ML). It focuses on making data-driven predictions using programmed algorithms. ML has several applications, including bioinformatics, which is a discipline of study and practice that deals with applying computational derivations to obtain biological data. It involves the collection, retrieval, storage, manipulation, and modeling of data for analysis or prediction made using customized software. Previously, comprehensive programming of bioinformatical algorithms was an extremely laborious task for such applications as predicting protein structures. Now, algorithms using ML and deep learning (DL) have increased the speed and ef...
The articles in this volume build up ethnographic analysis complementary to the historiography of South Asian Islam, which has explored the emergence of reformism in the context of specific political and religious circumstances of nineteenth century British India. Taking up diverse popular and scholarly debates as well as everyday religious practices, this volume also breaks away from the dominant trend of mainstream ethnographic work, which celebrates sufi-inspired forms of Islam as tolerant, plural, authentic and so on, pitted against a 'reformist' Islam. Urging a more nuanced examination of all forms of reformism and their reception in practice, the contributions here powerfully demonstrate the historical and geographical specificities of reform projects. In doing so, they challenge prevailing perspectives in which substantially different traditions of reform are lumped together into one reified category (often carelessly shorthanded as 'wah'habism') and branded as extremist - if not altogether demonised as terrorist.
This comprehensively updated second edition provides an introduction to the political, normative, technological and strategic aspects of nuclear weaponry. It offers an accessible overview of the concept of nuclear weapons, outlines how thinking about these weapons has developed and considers how nuclear threats can continue to be managed in the future. This book will help you to understand what nuclear weapons are, the science behind their creation and operation, why states build them in the first place, and whether it will be possible for the world to banish these weapons entirely. Essential reading for all students of International Relations, Security Studies and Military History.
Political commentaries and interviews with prominent East Indians and East Indian Americans.
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Qureshi's study carefully describes and documents the performance and rules of Qawwali music in the traditional Sufi assembly.
Tuzo is the never-before-told story of one of Canada’s most influential scientists and the discovery of plate tectonics, a pivotal development that forever altered how we think of our planet. In 1961, a Canadian geologist named John "Jock" Tuzo Wilson (1908–1993) jettisoned decades of strongly held opposition to theories of moving continents and embraced the idea that they drift across the surface of the Earth. Tuzo tells the fascinating life story of Tuzo Wilson, from his early forays as a teenaged geological assistant working on the remote Canadian Shield in the 1920s to his experiences as a civilian-soldier in the Second World War to his ultimate role as the venerated father of plate tectonics. Illuminating how science is done, this book blends Tuzo’s life story with the development of the theory of plate tectonics, showing along the way how scientific theories are debated, rejected, and accepted. Gorgeously illustrated, Tuzo will appeal to anyone interested in the natural world around them.
This book constitutes the thoroughly refereed proceedings of the 7th International Conference, ICIAR 2010, held in Póvoa de Varzin, Portugal in June 2010. The 88 revised full papers were selected from 164 submissions. The papers are organized in topical sections on Image Morphology, Enhancement and Restoration, Image Segmentation, Featue Extraction and Pattern Recognition, Computer Vision, Shape, Texture and Motion Analysis, Coding, Indexing, and Retrieval, Face Detection and Recognition, Biomedical Image Analysis, Biometrics and Applications.