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Deep Learning: Theory, Architectures and Applications in Speech, Image and Language Processing
This book is a detailed reference guide on deep learning and its applications. It aims to provide a basic understanding of deep learning and its different architectures that are applied to process images, speech, and natural language. It explains basic concepts and many modern use cases through fifteen chapters contributed by computer science academics and researchers. By the end of the book, the reader will become familiar with different deep learning approaches and models, and understand how to implement various deep learning algorithms using multiple frameworks and libraries. This book is divided into three parts. The first part explains the basic operating understanding, history, evoluti...
Cognition and Recognition
This volume constitutes the refereed proceedings of the Eighth International Conference on Cognition and Recognition, ICCR 2021, held in Mandya, India, in December 2021. The 24 full papers and 9 short papers presented were carefully reviewed and selected from 150 submissions. The ICCR conference aims to bring together leading academic Scientists, Researchers and Research scholars to exchange and share their experiences and research results on all aspects of Computer Vision, Image Processing Machine Learning and Deep Learning Technologies.
Kousarnag: Journey to the majestic lake
The complete story of the trekking
Intelligent Systems and Smart Infrastructure
This book covers the proceedings of ICISSI 2022 (International Conference on Intelligent Systems and Smart Infrastructure) held at Prayagraj, Uttar Pradesh during April 21–22, 2022. The conference was jointly organised by Shambhunath Institute of Engineering and Technology, Prayagraj UP India, Institute of Engineering and Technology (IET) Lucknow, U.P India, and Manipal University Jaipur, Rajasthan India with an aim to provide a platform for researchers, scientists, technocrats, academicians and engineers to exchange their innovative ideas and new challenges being faced in the field of emerging technologies. The papers presented in the conference have been compiled in form of chapters to focus on the core technological developments in the emerging fields like machine learning, intelligence systems, smart infrastructure, advanced power technology etc.
Handbook of AI-Based Models in Healthcare and Medicine
This handbook provides thorough, in-depth, and well-focused developments of artificial intelligence (AI), machine learning (ML), deep learning (DL), natural language processing (NLP), cryptography, and blockchain approaches, along with their applications focused on healthcare systems. Handbook of AI-Based Models in Healthcare and Medicine: Approaches, Theories, and Applications highlights different approaches, theories, and applications of intelligent systems from a practical as well as a theoretical view of the healthcare domain. It uses a medically oriented approach in its discussions of human biology, healthcare, and medicine and presents NLP-based medical reports and medicine enhancements. The handbook includes advanced models of ML and DL for the management of healthcare systems and also discusses blockchain-based healthcare management. In addition, the handbook offers use cases where AI, ML, and DL can help solve healthcare complications. Undergraduate and postgraduate students, academicians, researchers, and industry professionals who have an interest in understanding the applications of ML/DL in the healthcare setting will want this reference on their bookshelf.
Advanced Computational Methods for Agri-Business Sustainability
Globalization has transformed agri-food markets, creating a single global market with reduced trade barriers. In theory, this should bring increased food security, yet challenges persist. Small farmers often need help integrating into global sourcing networks and meeting stringent food safety regulations. Additionally, there is increasing pressure on businesses and governments to address the environmental and resource consequences of agri-food production. Advanced Computational Methods for Agri-Business Sustainability offers a comprehensive analysis of agricultural sector challenges and provides practical solutions. It identifies potential issues in agri-food management and supply chains, offers mitigation strategies, and highlights opportunities for sustainable development. The book aims to bridge the gap between theory and practice, providing insights for academics, policymakers, and industry professionals.
Rising Stars in Comparative and Clinical Medicine: 2022
Recognising the future leaders of Comparative and Clinical Medicine is fundamental to safeguarding tomorrow's driving force in innovation. This collection will showcase the high-quality work of internationally recognized researchers in the early stages of their careers. We aim to highlight research by leading scientists of the future across the entire breadth of Comparative and Clinical Medicine and present advances in theory, experiment, and methodology with applications to compelling problems.
Soldiers, Traders, and Slaves
In the Nuba Hills, on the frontiers of the Islamic Sudan, a dynasty of Muslim warrior kings arose in the eighteenth century. Their kingdom, Taqali, survived as an independent state, resisting conquest by larger empires, and coming under external control only during the twentieth century. Janet Ewald has written the first comprehensive account of the origins and development of the Taqali kingdom. Ewald shows how events originating far beyond the Taqali massif allowed local Muslim soldiers to become kings of the Taqali in the eighteenth century and then to hold on to their power. But the nature of that power was shaped by the highland farmers who stubbornly and largely successfully resisted the efforts of the kings to parlay their control over the means of production. In this struggle religion became an ideological weapon on both sides, as the Taqali farmers asserted their local beliefs against their Muslim rulers. Political confrontations also bore unintended economic consequences. Ewald's account of Taqali challenges current views on the impact of Islam, merchant capitalism, and Egyptian military administration in nineteenth-century Sudan.
