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Forecasting Innovations
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Book Synopsis Forecasting Innovations by : Peter Hingley
Download or read book Forecasting Innovations written by Peter Hingley and published by Springer Science & Business Media. This book was released on 2006-11-23 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a practical guide to solutions for forecasting demand for services and products in international markets - and much more than just a listing of dry theoretical methods. Leading experts present studies on improving methods for forecasting numbers of incoming patent filings at the European Patent Office. These are reviewed by practitioners of the existing methods, revealing that it may not always be wise to trust established regression approaches.
Book Synopsis Persistent Forecasting of Disruptive Technologies by : National Research Council
Download or read book Persistent Forecasting of Disruptive Technologies written by National Research Council and published by National Academies Press. This book was released on 2010-02-15 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technological innovations are key causal agents of surprise and disruption. In the recent past, the United States military has encountered unexpected challenges in the battlefield due in part to the adversary's incorporation of technologies not traditionally associated with weaponry. Recognizing the need to broaden the scope of current technology forecasting efforts, the Office of the Director, Defense Research and Engineering (DDR&E) and the Defense Intelligence Agency (DIA) tasked the Committee for Forecasting Future Disruptive Technologies with providing guidance and insight on how to build a persistent forecasting system to predict, analyze, and reduce the impact of the most dramatically disruptive technologies. The first of two reports, this volume analyzes existing forecasting methods and processes. It then outlines the necessary characteristics of a comprehensive forecasting system that integrates data from diverse sources to identify potentially game-changing technological innovations and facilitates informed decision making by policymakers. The committee's goal was to help the reader understand current forecasting methodologies, the nature of disruptive technologies and the characteristics of a persistent forecasting system for disruptive technology. Persistent Forecasting of Disruptive Technologies is a useful text for the Department of Defense, Homeland Security, the Intelligence community and other defense agencies across the nation.
Book Synopsis Forecasting: principles and practice by : Rob J Hyndman
Download or read book Forecasting: principles and practice written by Rob J Hyndman and published by OTexts. This book was released on 2018-05-08 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.
Book Synopsis Forecasting and Management of Technology by : Alan L. Porter
Download or read book Forecasting and Management of Technology written by Alan L. Porter and published by John Wiley & Sons. This book was released on 2011-07-12 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Published in 1991, the first edition of Forecasting and Management of Technology was one of the leading handful of books to deal with the topic of forecasting of technology and technology management as this discipline was emerging. The new, revised edition of this book will build on this knowledge in the context of business organizations that now place a greater emphasis on technology to stay on the cutting edge of development. The scope of this edition has broadened to include management of technology content that is relevant to now to executives in organizations while updating and strengthening the technology forecasting and analysis content that the first edition is reputed for. Updated by the original author team, plus new author Scott Cunningham, the book takes into account what the authors see as the innovations to technology management in the last 17 years: the Internet; the greater focus on group decision-making including process management and mechanism design; and desktop software that has transformed the analytical capabilities of technology managers. Included in this book will be 5 case studies from various industries that show how technology management is applied in the real world.
Book Synopsis The Weather Revolution by : Jack Fishman
Download or read book The Weather Revolution written by Jack Fishman and published by Springer. This book was released on 2013-11-11 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Weather, in all its variety and majesty, is both a source of Earth's awe-inspiring beauty and a powerful, threatening force. With the brilliant technological innovations of recent times, including lasers, satellites, and supercomputers, scientists have revolutionized the science of accurate weather prediction. As this intriguing work shows, the gap between the "art" and science of forecasting is rapidly narrowing, and the day when we will have accurate weekly and monthly, even yearly, forecasts is quickly approaching. Jack Fishman and Robert Kalish, acclaimed authors of Global Alert: The Ozone Pollution Crisis, clearly and eloquently explain the makings of weather from everyday winds and precipitation to the worst weather disasters. They show how the power of weather still holds us at its mercy and affects us all. Perilous downdrafts, undetectable by airplane pilots, can hurl landing planes into the runway to their doom. Freezing blasts of snow and ice cause traumatic accidents on our streets. Deadly tornadoes descend from thunderclouds, uprooting trees, devastating farmers' fields, and ripping buildings from their very foundations. And hurricanes, the most awesome storms on Earth, smash into the coast with vicious strength - flooding entire cities, lifting houses out to sea, and flattening acres of forest and farmland. Within the decade, scientists will have made a quantum leap in the ability to make accurate, longrange forecasts. Fishman and Kalish show us the stunning capabilities of a new brand of technology that is bringing about a revolution in weather forecasting. Radar, penetrating deep into the most menacing stormclouds, allows us to "see" the movement of raging winds so we can warn endangered communities before catastrophe strikes. Imminent laser and satellite technology will soon circle our Earth and send clear images of developing storms that will help meteorologists make predictions with an accuracy undreamed of today. In addition to recent breakthroughs, this fascinating work also describes pioneering scientists throughout history who used great technological innovations, from the advent of the computer to rocketry, to further our knowledge of weather and climate. Meteorology has rapidly evolved into a cutting-edge science that has irrevocably increased our understanding of the Earth. This remarkable work shows us the force of weather in all its glory and danger. And it paves the way for the revolution in weather science that will lead us into the future
Book Synopsis Forecasting Innovations by : Peter Hingley
Download or read book Forecasting Innovations written by Peter Hingley and published by Springer. This book was released on 2006-09-06 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a practical guide to solutions for forecasting demand for services and products in international markets - and much more than just a listing of dry theoretical methods. Leading experts present studies on improving methods for forecasting numbers of incoming patent filings at the European Patent Office. These are reviewed by practitioners of the existing methods, revealing that it may not always be wise to trust established regression approaches.
Book Synopsis Persistent Forecasting of Disruptive Technologiesâ¬"Report 2 by : National Research Council
Download or read book Persistent Forecasting of Disruptive Technologiesâ¬"Report 2 written by National Research Council and published by National Academies Press. This book was released on 2010-08-02 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: The term "disruptive technology" describes a technology that results in a sudden change affecting already established technologies or markets. Disruptive technologies cause one or more discontinuities in the normal evolutionary life cycle of technology. This may lead to an unexpected destabilization of an older technology order and an opportunity for new competitors to displace incumbents. Frequently cited examples include digital photography and desktop publishing. The first report of the series, Persistent Forecasting of Disruptive Technologies, discussed how technology forecasts were historically made, assessed various existing forecasting systems, and identified desirable attributes of a next-generation persistent long-term forecasting system for disruptive technologies. This second book attempts to sketch out high-level forecasting system designs. In addition, the book provides further evaluation of the system attributes defined in the first report, and evidence of the feasibility of creating a system with those attributes. Together, the reports are intended to help the Department of Defense and the intelligence community identify and develop a forecasting system that will assist in detecting and tracking global technology trends, producing persistent long-term forecasts of disruptive technologies, and characterizing their potential impact on future U.S. warfighting and homeland defense capabilities.
Book Synopsis Forecasting with Artificial Intelligence by : Mohsen Hamoudia
Download or read book Forecasting with Artificial Intelligence written by Mohsen Hamoudia and published by Springer Nature. This book was released on 2023-10-22 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a comprehensive guide that explores the intersection of artificial intelligence and forecasting, providing the latest insights and trends in this rapidly evolving field. The book contains fourteen chapters covering a wide range of topics, including the concept of AI, its impact on economic decision-making, traditional and machine learning-based forecasting methods, challenges in demand forecasting, global forecasting models, meta-learning and feature-based forecasting, ensembling, deep learning, scalability in industrial and optimization applications, and forecasting performance evaluation. With key illustrations, state-of-the-art implementations, best practices, and notable advances, this book offers practical insights into the theory and practice of AI-based forecasting. This book is a valuable resource for anyone involved in forecasting, including forecasters, statisticians, data scientists, business analysts, or decision-makers.
Book Synopsis Forecasting and Management of Technology by : Alan L. Porter
Download or read book Forecasting and Management of Technology written by Alan L. Porter and published by John Wiley & Sons. This book was released on 1991 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: Consistently practical in its coverage, the book discusses general issues related to forecasting and management; introduces a variety of methods, and shows how to apply these methods to significant issues in managing technological development. With numerous exhibits, case studies and exercises throughout, it requires only basic mathematics and includes a special technology forecasting TOOLKIT for the IBM and compatibles, along with full instructions for installing and running the program.
Book Synopsis Persistent Forecasting of Disruptive Technologiesâ¬"Report 2 by : National Research Council
Download or read book Persistent Forecasting of Disruptive Technologiesâ¬"Report 2 written by National Research Council and published by National Academies Press. This book was released on 2010-07-02 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: The term "disruptive technology" describes a technology that results in a sudden change affecting already established technologies or markets. Disruptive technologies cause one or more discontinuities in the normal evolutionary life cycle of technology. This may lead to an unexpected destabilization of an older technology order and an opportunity for new competitors to displace incumbents. Frequently cited examples include digital photography and desktop publishing. The first report of the series, Persistent Forecasting of Disruptive Technologies, discussed how technology forecasts were historically made, assessed various existing forecasting systems, and identified desirable attributes of a next-generation persistent long-term forecasting system for disruptive technologies. This second book attempts to sketch out high-level forecasting system designs. In addition, the book provides further evaluation of the system attributes defined in the first report, and evidence of the feasibility of creating a system with those attributes. Together, the reports are intended to help the Department of Defense and the intelligence community identify and develop a forecasting system that will assist in detecting and tracking global technology trends, producing persistent long-term forecasts of disruptive technologies, and characterizing their potential impact on future U.S. warfighting and homeland defense capabilities.
Book Synopsis Persistent Forecasting of Disruptive Technologies by : Committee on Forecasting Future Disruptive Technologies
Download or read book Persistent Forecasting of Disruptive Technologies written by Committee on Forecasting Future Disruptive Technologies and published by . This book was released on 2010-01-15 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technological innovations are key causal agents of surprise and disruption. In the recent past, the United States military has encountered unexpected challenges in the battlefield due in part to the adversary's incorporation of technologies not traditionally associated with weaponry. Recognizing the need to broaden the scope of current technology forecasting efforts, the Office of the Director, Defense Research and Engineering (DDR&E) and the Defense Intelligence Agency (DIA) tasked the Committee for Forecasting Future Disruptive Technologies with providing guidance and insight on how to build a persistent forecasting system to predict, analyze, and reduce the impact of the most dramatically disruptive technologies. The first of two reports, this volume analyzes existing forecasting methods and processes. It then outlines the necessary characteristics of a comprehensive forecasting system that integrates data from diverse sources to identify potentially game-changing technological innovations and facilitates informed decision making by policymakers. The committee's goal was to help the reader understand current forecasting methodologies, the nature of disruptive technologies and the characteristics of a persistent forecasting system for disruptive technology. Persistent Forecasting of Disruptive Technologies is a useful text for the Department of Defense, Homeland Security, the Intelligence community and other defense agencies across the nation.
Book Synopsis Forecasting with Exponential Smoothing by : Rob Hyndman
Download or read book Forecasting with Exponential Smoothing written by Rob Hyndman and published by Springer Science & Business Media. This book was released on 2008-06-19 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exponential smoothing methods have been around since the 1950s, and are still the most popular forecasting methods used in business and industry. However, a modeling framework incorporating stochastic models, likelihood calculation, prediction intervals and procedures for model selection, was not developed until recently. This book brings together all of the important new results on the state space framework for exponential smoothing. It will be of interest to people wanting to apply the methods in their own area of interest as well as for researchers wanting to take the ideas in new directions. Part 1 provides an introduction to exponential smoothing and the underlying models. The essential details are given in Part 2, which also provide links to the most important papers in the literature. More advanced topics are covered in Part 3, including the mathematical properties of the models and extensions of the models for specific problems. Applications to particular domains are discussed in Part 4.
Book Synopsis Seeing What's Next by : Clayton M. Christensen
Download or read book Seeing What's Next written by Clayton M. Christensen and published by Harvard Business Press. This book was released on 2004-09-07 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Every day, individuals take action based on how they believe innovation will change industries. Yet these beliefs are largely based on guesswork and incomplete data and lead to costly errors in judgment. Now, internationally renowned innovation expert Clayton M. Christensen and his research partners Scott D. Anthony and Erik A. Roth present a groundbreaking framework for predicting outcomes in the evolution of any industry. Based on proven theories outlined in Christensen's landmark books The Innovator's Dilemma and The Innovator's Solution, Seeing What's Next offers a practical, three-part model that helps decision-makers spot the signals of industry change, determine the outcome of competitive battles, and assess whether a firm's actions will ensure or threaten future success. Through in-depth case studies of industries from aviation to health care, the authors illustrate the predictive power of innovation theory in action.
Book Synopsis What About the Future? by : Fred Phillips
Download or read book What About the Future? written by Fred Phillips and published by Springer Nature. This book was released on 2019-08-26 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book closely examines the concept and theory of 'future' from a multidisciplinary perspective, focusing on the practice of forecasting, especially in its interaction with complexity. It highlights the relations between forecasting, decision-making and strategy, mixing technical arguments (but minimal mathematics) with ideas from psychology and philosophy. Rich with examples, the book highlights the role of values and attitudes in deciding how to look at the future. Written in a casual but precise style that makes the ideas easily digestible, it helps corporate strategists, practicing futurists, and researchers in the field of strategy or public planning gain a fundamental perspective on the future – before starting to predict things.
Book Synopsis Forecasting Fundamentals by : Nada Sanders
Download or read book Forecasting Fundamentals written by Nada Sanders and published by Business Expert Press. This book was released on 2016-11-14 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is for everyone who wants to make better forecasts. It is not about mathematics and statistics. It is about following a well-established forecasting process to create and implement good forecasts. This is true whether you are forecasting global markets, sales of SKUs, competitive strategy, or market disruptions. Today, most forecasts are generated using software. However, no amount of technology and statistics can compensate for a poor forecasting process. Forecasting is not just about generating a number. Forecasters need to understand the problems they are trying to solve. They also need to follow a process that is justifiable to other parties and be implemented in practice. This is what the book is about. Accurate forecasts are essential for predicting demand, identifying new market opportunities, forecasting risks, disruptions, innovation, competition, market growth and trends. Companies can navigate this daunting landscape and improve their forecasts by following some well-established principles. This book is written to provide the fundamentals business leaders need in order to make good forecasts. These fundamentals hold true regardless of what is being forecast and what technology is being used. It provides the basic foundational principles all companies need to achieve competitive forecast accuracy.
Book Synopsis Operational Weather Forecasting by : Peter Michael Inness
Download or read book Operational Weather Forecasting written by Peter Michael Inness and published by John Wiley & Sons. This book was released on 2012-12-06 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a complete primer, covering the end-to-end process of forecast production, and bringing together a description of all the relevant aspects together in a single volume; with plenty of explanation of some of the more complex issues and examples of current, state-of-the-art practices. Operational Weather Forecasting covers the whole process of forecast production, from understanding the nature of the forecasting problem, gathering the observational data with which to initialise and verify forecasts, designing and building a model (or models) to advance those initial conditions forwards in time and then interpreting the model output and putting it into a form which is relevant to customers of weather forecasts. Included is the generation of forecasts on the monthly-to-seasonal timescales, often excluded in text-books despite this type of forecasting having been undertaken for several years. This is a rapidly developing field, with a lot of variations in practices between different forecasting centres. Thus the authors have tried to be as generic as possible when describing aspects of numerical model design and formulation. Despite the reliance on NWP, the human forecaster still has a big part to play in producing weather forecasts and this is described, along with the issue of forecast verification – how forecast centres measure their own performance and improve upon it. Advanced undergraduates and postgraduate students will use this book to understand how the theory comes together in the day-to-day applications of weather forecast production. In addition, professional weather forecasting practitioners, professional users of weather forecasts and trainers will all find this new member of the RMetS Advancing Weather and Climate series a valuable tool. Provides an end-to-end description of the weather forecasting process Clearly structured and pitched at an accessible level, the book discusses the practical choices that operational forecasting centres have to make in terms of what numerical models they use and when they are run. Takes a very practical approach, using real life case-studies to contextualize information Discusses the latest advances in the area, including ensemble methods, monthly to seasonal range prediction and use of ‘nowcasting’ tools such as radar and satellite imagery Full colour throughout Written by a highly respected team of authors with experience in both academia and practice. Part of the RMetS book series ‘Advancing Weather and Climate’
Book Synopsis Forecasting and Management of Technology by : Alan L. Porter
Download or read book Forecasting and Management of Technology written by Alan L. Porter and published by John Wiley & Sons. This book was released on 2011-06-09 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Published in 1991, the first edition of Forecasting and Management of Technology was one of the leading handful of books to deal with the topic of forecasting of technology and technology management as this discipline was emerging. The new, revised edition of this book will build on this knowledge in the context of business organizations that now place a greater emphasis on technology to stay on the cutting edge of development. The scope of this edition has broadened to include management of technology content that is relevant to now to executives in organizations while updating and strengthening the technology forecasting and analysis content that the first edition is reputed for. Updated by the original author team, plus new author Scott Cunningham, the book takes into account what the authors see as the innovations to technology management in the last 17 years: the Internet; the greater focus on group decision-making including process management and mechanism design; and desktop software that has transformed the analytical capabilities of technology managers. Included in this book will be 5 case studies from various industries that show how technology management is applied in the real world.
