Найти книгу: "Pattern Recognition"

A new approach to the issue of data quality in pattern recognition Detailing foundational concepts before introducing more complex methodologies and algorithms, this book is a self-contained manual for advanced data analysis and data mining. Top-down organization presents detailed applications only after methodological issues have been mastered, and step-by-step instructions help ensure successful implementation of new processes. By positioning data quality as a factor to be dealt with rather than overcome, the framework provided serves as a valuable, versatile tool in the analysis arsenal. For decades, practical need has inspired intense theoretical and applied research into pattern recognition for numerous and diverse applications. Throughout, the limiting factor and perpetual problem has been data—its sheer diversity, abundance, and variable quality presents the central challenge to pattern recognition innovation. Pattern Recognition: A Quality of Data Perspective repositions that challenge from a hurdle to a given, and presents a new framework for comprehensive data analysis that is designed specifically to accommodate problem data. Designed as both a practical manual and a discussion about the most useful elements of pattern recognition innovation, this book: Details fundamental pattern recognition concepts, including feature space construction, classifiers, rejection, and evaluation Provides a systematic examination of the concepts, design methodology, and algorithms involved in pattern recognition Includes numerous experiments, detailed schemes, and more advanced problems that reinforce complex concepts Acts as a self-contained primer toward advanced solutions, with detailed background and step-by-step processes Introduces the concept of granules and provides a framework for granular computing Pattern recognition plays a pivotal role in data analysis and data mining, fields which are themselves being applied in an expanding sphere of utility. By facing the data quality issue head-on, this book provides students, practitioners, and researchers with a clear way forward amidst the ever-expanding data supply.

An original approach to trend discovery and trade entry Initial forays into day trading stock index futures reveal a starkly different decision environment. There is no time to dwell on technical conditions. Intraday volatility in the stock indices is far more exaggerated than the daily bar charts of other markets, partly due to the extreme leverage, partly due to the intense attention. And positioning techniques that prove reliable in the action of the long-term trends in other instruments tend to fail in the countertrend reactions of the highly leveraged S&P futures contract within the short-term. For the informed trader, tremendous opportunities in these intraday trend swings can be captured. This book will show you how. Filled with detailed technical models, this reliable resource skillfully utilizes innovative methodologies for trend discovery and trade entry in mini-stock index futures markets. It offers a fresh approach to understanding and capitalizing on market volatility, allowing you to sort out the apparent chaos of the day trading environment through codified and recognizable trade entry setups. Highlights trading techniques that are anything but mechanical scalping Explores conceptual event models and their accompanying rules Contains tools by which major intraday swing trends can be identified quickly and often at the very turning points where they begin Explains the underlying order and structure to the markets based on the repetitive nature of human behavior Engaging and informative, this reliable resource will put you in a better position to excel in today's dynamic markets.

Master Java EE design pattern implementation to improve your design skills and your application’s architecture Professional Java EE Design Patterns is the perfect companion for anyone who wants to work more effectively with Java EE, and the only resource that covers both the theory and application of design patterns in solving real-world problems. The authors guide readers through both the fundamental and advanced features of Java EE 7, presenting patterns throughout, and demonstrating how they are used in day-to-day problem solving. As the most popular programming language in community-driven enterprise software, Java EE provides an API and runtime environment that is a superset of Java SE. Written for the junior and experienced Java EE developer seeking to improve design quality and effectiveness, the book covers areas including: Implementation and problem-solving with design patterns Connection between existing Java SE design patterns and new Java EE concepts Harnessing the power of Java EE in design patterns Individually-based focus that fully explores each pattern Colorful war-stories showing how patterns were used in the field to solve real-life problems Unlike most Java EE books that simply offer descriptions or recipes, this book drives home the implementation of the pattern to real problems to ensure that the reader learns how the patterns should be used and to be aware of their pitfalls. For the programmer looking for a comprehensive guide that is actually useful in the everyday workflow, Professional Java EE Design Patterns is the definitive resource on the market.

Your plain-English guide to understanding and using technical chart patterns Chart pattern analysis is not only one of the most important investing tools, but also one of the most popular. Filled with expert insights and practical advice from one of the best in the business, Getting Started in Chart Patterns, Second Edition helps new and seasoned traders alike profit by tracking and identifying specific chart patterns. Substantially revised and expanded, this new edition stay true to the original, with author Thomas Bulkowski's frank discussion of how trading behavior can affect the bottom line. Interwoven throughout the technical presentations are fascinating anecdotes drawn from the author's quarter-century as a professional trader that vividly demonstrate how one of the best in the business leverages the power of chart patterns. Includes additional charts for ETFs and mutual funds Introduces more than 40 key chart formations, as well as trading tactics that can be used in conjunction with them Supplies actual trades, with their corresponding dollar amounts If you're looking to gain a better understanding of this discipline, look no further than the Second Edition of Getting Started in Chart Patterns.

Everything you need to understand and implement the new converged FASB-IASB revenue recognition standard Wiley Revenue Recognition provides an overview of the new revenue recognition standard and instructs financial statement preparers step-by-step through the new model, providing numerous, helpful application examples along the way. Readers will grasp the many new disclosures that will be required through the use of detailed explanations and useful samples, while electronic tools will be available to aid the preparer in implementing the standards and making the proper disclosures. The Financial Accounting Standards Board (FASB) and the International Accounting Standards Board (IASB) are in the final stages of a decade-long project to clarify and converge revenue recognition standards. This new principles-based standard—which will affect the business practices of virtually every company worldwide—is designed to serve as one model applied consistently across most industries. This book guides professionals through the new standard. Offers a full explanation of over forty topics superseded by the new standard Includes digital ancillaries featuring measurement tools and GAAP and IFRS Disclosure Checklists Provides all the tools needed to implement the new revenue recognition standard Covers how the structure of contracts will be affected Wiley Revenue Recognition is a trusted, authoritative guide to the new FASB-IASB revenue recognition standard for CPAs and financial professionals worldwide.