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Organizations are basically required to be completely satisfied with the security risks before integrating Internet of Things (IoT) in an existing system or constructing an entirely new system. This is the case regardless of whether the system is being developed from scratch or already in existence. As a consequence of this, the parties who offer solutions for the Internet of Things have a significant amount of trouble in establishing their reputation in the field of technology. Because every business has its own distinct approach to visualizing and conceptualizing the deployment of the Internet of Things, this leads to a rise in anxiety and a lack of trust in the appropriateness of security...
Online Learning and Online Convex Optimization is a modern overview of online learning. Its aim is to provide the reader with a sense of some of the interesting ideas and in particular to underscore the centrality of convexity in deriving efficient online learning algorithms.
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Neural networks are a computing paradigm that is finding increasing attention among computer scientists. In this book, theoretical laws and models previously scattered in the literature are brought together into a general theory of artificial neural nets. Always with a view to biology and starting with the simplest nets, it is shown how the properties of models change when more general computing elements and net topologies are introduced. Each chapter contains examples, numerous illustrations, and a bibliography. The book is aimed at readers who seek an overview of the field or who wish to deepen their knowledge. It is suitable as a basis for university courses in neurocomputing.
This book focuses on forecasting foreign exchange rates via artificial neural networks (ANNs), creating and applying the highly useful computational techniques of Artificial Neural Networks (ANNs) to foreign-exchange rate forecasting. The result is an up-to-date review of the most recent research developments in forecasting foreign exchange rates coupled with a highly useful methodological approach to predicting rate changes in foreign currency exchanges.
This book describes an array of power tools for data analysis that are based on nonparametric regression and smoothing techniques. These methods relax the linear assumption of many standard models and allow analysts to uncover structure in the data that might otherwise have been missed. While McCullagh and Nelder's Generalized Linear Models shows how to extend the usual linear methodology to cover analysis of a range of data types, Generalized Additive Models enhances this methodology even further by incorporating the flexibility of nonparametric regression. Clear prose, exercises in each chapter, and case studies enhance this popular text.
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A moral dilemma gripped Professor Gupta when he was invited by the Bangladeshi government to help restructure their agricultural sector in 1985. He noticed how the marginalized farmers were being paid poorly for their otherwise unmatched knowledge. The gross injustice of this constant imbalance led Professor Gupta to found what would turn into a resounding social and ethical movement—the Honey Bee Network—bringing together and elevating thousands of grassroots innovators. For over two decades, Professor Gupta has travelled through rural lands unearthing innovations by the ranks—from the famed Mitti Cool refrigerator to the footbridge of Meghalaya. He insists that to fight the largest and most persistent problems of the world we must eschew expensive research labs and instead, look towards ordinary folk. Innovation—that oft-flung around word—is stripped to its core in this book. Poignant and personal, Grassroots Innovation is an important treatise from a social crusader of our time.
Eminent showbiz journalist and Dadasaheb Phalke Academy Award recipient Chaitanya Padukone, chimes a tribute that strings together amazing, amusing and fascinating anecdotes, incidents and idiosyncrasies as well as rare, startling photographs while unraveling the mystique behind Bollywood's most adored composer-singer Rahul Dev Burman. This Memoirs also features exclusive tributes to Panchamda from illustrious luminaries like Amitabh Bachchan, Lata Mangeshkar, Asha Bhosle, Rishi Kapoor, A.R.Rahman, Zeenat Aman, Sanjay Leela Bhansali, Hariharan, Sonu Nigam, Himesh Reshammiya, Shekhar Kapur, Mahesh Bhatt, Babul Supriyo and cricket legend Sunil Gavaskar, Hema Malini, 'late' Rajesh Khanna and many more. Pick up this zabaRDast kitaab and relive the PanchaMemoirs.
The book is a summary of a time series forecasting competition that was held a number of years ago. It aims to provide a snapshot of the range of new techniques that are used to study time series, both as a reference for experts and as a guide for novices.