Pattern Classification Using Ensemble Methods

Researchers from various disciplines such as pattern recognition, statistics, and machine learning have explored the use of ensemble methodology since the late seventies. Thus, they are faced with a w

An essential guide to two burgeoning topics in machine learning – classification trees and ensemble learning Ensemble Classification Methods with Applications in R introduces the concepts a

Pattern Magic Stretch Fabrics is the third in the series of cult Japanese pattern making books, now translated into English. The new volume looks at working with stretch and jersey fabric. Material th

Since the publishing of the first edition of Classification Methods for Remotely Sensed Data in 2001, the field of pattern recognition has expanded in many new directions that make use of new technolo

Gain insight into essential data science skills in a holistic manner using data engineering and associated scalable computational methods. This book covers the most popular Python 3 frameworks for bot

Facebook and Conversation Analysis investigates the structure and organization of comments on a major social media platform, Facebook, using applied conversation analysis methods. Providing previously

Today, artists are able to create using multiple methods of production―from painting to digital technologies to crowdsourcing―some of which would have been unheard of just a few decades ago. Yet, even

Most sales professionals make the mistake of using the same sales patterns over and over. But since all customers are different, true pros know they must tailor their methods to the buyer if they want

Soft Computing Approach to Pattern Classification and Object Recognition establishes an innovative, unified approach to supervised pattern classification and model-based occluded object recognition. T

這本設計精巧的繪本，利用頁頁鏤空的設計，讓畫面在細節與全景之間自由切換——一顆鈕扣、一隻蜜蜂、一盒彩色鉛筆……從小小的元素連結成豐富的世界。文字出自 Émilie Chazerand，以詩意又充滿力量的語句，帶出「群體智慧」與「共同生活」的主題。這是一部溫柔又富象徵性的作品，邀請讀者透過一扇扇小窗，看見「一起」的力量與美麗。Grâce à un système de découpe à chaque page, ce très bel album alterne entre mise en lumière de détails (un bouton, une abeille, des crayons de couleur) et planches foisonnantes.Le tout porté par l'écriture poétique et percutante d'Émilie Chazerand qui aborde une thématique essentielle : l’intelligence collective et le pouvoir du vivre ensemble.Un album tendre avec des petites fenêtres ouvertes sur la force et la beauté d’être ensemble.

The 80 books in this series (20 per level) cover the full range of phonics skills---from short vowels (Level A), to short vowels with blends and digraphs (Level B), to long vowels and diphthongs (Leverl C), to complex vowels and multisyllabic words (Level D).These books provide highly-controlled phonics practice and offer a complete basic course in decoding. They can also serve as supplemental reading texts when using other programs such as Phonics Readers as the scope and sequence of each series correlates.Level B features+ Short Vowels+ Consonant Vowel Consonant+ Digraphs+ Blends* Introduces intermediate vowels and consonants.* Help children understand letter-pairing and how sounds can be blended to form words.* Repetitive sentence pattern provides extensive practices.

This updated and expanded Second Edition of Research Methods in Accounting continues to provide a practical and accessible overview of the conduct of applied research studies in accounting. Retaining

Secure Your Systems Using the Latest IT Auditing Techniques Fully updated to cover leading-edge tools and technologies, "IT Auditing: Using Controls to Protect Information Assets, Second Edition, expl

Human Recognition in Unconstrained Environments: Using Computer Vision, Pattern Recognition and Machine Learning Methods for Biometrics provides a unique picture of the complete ‘in-the-wild’ biometri

This book is the first of its kind to focus on error estimation, which is a widespan and poorly understood topic that spans all research areas using pattern classification. It includes model-based app

A guide on the use of SVMs in pattern classification, including a rigorous performance comparison of classifiers and regressors. The book presents architectures for multiclass classification and funct

Computer Manual to Accompany Pattern Classification and its associated MATLAB software is an excellent companion to Duda: Pattern Classfication, 2nd ed, (DH&S). The code contains all algorithms descri

PATTERN CLASSIFICATIONa unified view of statistical and neural approachesThe product of years of research and practical experience in pattern classification, this book offers a theory-based engineerin

A stunning non-fiction book illuminating the secrets of animal camouflage with a search-and-find twist. Now you see them, now you don't. Cloaked in a riot of colour, pattern and texture are a dozen cr

Radiation Detection: Concepts, Methods, and Devices provides a modern overview of radiation detection devices and radiation measurement methods. The book topics have been selected on the basis of the

How to use the Design Thinking Tools A practical guide to make innovation happen The Design Thinking Toolbox explains the most important tools and methods to put Design Thinking into action. Based on the largest international survey on the use of design thinking, the most popular methods are described in four pages each by an expert from the global Design Thinking community. If you are involved in innovation, leadership, or design, these are tools you need.Simple instructions, expert tips, templates, and images help you implement each tool or method. Quickly and comprehensively familiarize yourself with the best design thinking toolsSelect the appropriate warm-ups, tools, and methodsExplore new avenues of thinkingPlan the agenda for different design thinking workshopsGet practical application tips The Design Thinking Toolbox help innovators master the early stages of the innovation process. Its the perfect complement to the international bestseller The Design Thinking Playbook.?

Fully revised and updated third editionA Practical Guide to Using Repo Master Agreements is the essential book for all who need to know about the international repo market and its products, the import

This concise yet comprehensive textbook examines political, social, and cultural developments in the Soviet Union and the post-Soviet period. It begins by identifying the social tensions and political inconsistencies that spurred radical change in Russia's government, from the turn of the century to the revolution of 1917. Peter Kenez presents this revolution as a crisis of authority that the creation of the Soviet Union resolved. The text traces the progress of the Soviet Union through the 1920s, the years of the New Economic Policies, and into the Stalinist order. It illustrates how post-Stalin Soviet leaders struggled to find ways to rule the country without using Stalin's methods - but also without openly repudiating the past - and to negotiate a peaceful but antipathetic coexistence with the capitalist West. This updated third edition includes substantial new material, discussing the challenges Russia currently faces in the era of Putin.

David Card and Alan B. Krueger have already made national news with their pathbreaking research on the minimum wage. Here they present a powerful new challenge to the conventional view that higher minimum wages reduce jobs for low-wage workers. In a work that has important implications for public policy as well as for the direction of economic research, the authors put standard economic theory to the test, using data from a series of recent episodes, including the 1992 increase in New Jersey's minimum wage, the 1988 rise in California's minimum wage, and the 1990-91 increases in the federal minimum wage. In each case they present a battery of evidence showing that increases in the minimum wage lead to increases in pay, but no loss in jobs.A distinctive feature of Card and Krueger's research is the use of empirical methods borrowed from the natural sciences, including comparisons between the "treatment" and "control" groups formed when the minimum wag

Statistical Design and Analysis of Clinical Trials: Principles and Methods concentrates on the biostatistics component of clinical trials. Developed from the authors’ courses taught to public health a

Align Strategy With Metrics Using Social Monitoring Best Practices“Two or three years from now, every public relations firm that wants to be taken seriously in the C-suite and/or a lead marketing role

Records Classification: Concepts, Principles and Methods: Information, Systems, Context introduces classification, an early part of the research lifecycle. Classification ensures systematic organizati

"Classifier Combination is a field of growing interest within the very large area of Pattern Classification"--

The use of pattern recognition and classification is fundamental to many of the automated electronic systems in use today. However, despite the existence of a number of notable books in the field, the

This monograph presents selected areas of application of pattern recognition and classification approaches including handwriting recognition, medical image analysis and interpretation, development of

An up-to-date, self-contained introduction to a state-of-the-art machine learning approach, Ensemble Methods: Foundations and Algorithms shows how these accurate methods are used in real-world tasks.

Explores the heart of pattern recognition concepts, methods and applications using statistical, syntactic and neural approaches. Divided into four sections, it clearly demonstrates the similarities an

Featuring twenty-two easy craft projects using natural and recycled materials, The Big Book of Nature Art is a fun and eco-friendly way for young children to connect creatively with nature.Featuring twenty-two easy craft projects using natural and recycled materials, The Big Book of Nature Art is a fun and eco way for young children to connect creatively with nature.From bestselling author Yuval Zommer, The Big Book of Nature Art is packed with twenty-two easy art activities inspired by nature. Each of the activities can be achieved in four simple steps using natural materials combined with recycled or found materials from around the home. Drawing on Zommer's years of experience running art workshops for children, The Big Book of Nature Art includes his tips for stress-free ways to get creative with kids.Each nature art activity requires no more than five minutes set-up and five minutes clean-up, making them easy to achieve and fun for everyone involved. The book also encourages childr

The introduction of elections to district advisory bodies during the early 1980s was expected to improve the public delivery of services. However, as time passed, electoral politics led to party politics, elite fragmentation and political struggles. Politicization and hyper-politicization in the Hong Kong Special Administrative Region has brought about a fluctuating pattern between administrative recentralization, the Tsang administration’s attempts at decentralization, and the post-2019 administrative recentralization.The purpose of this book is to study the intertwining relationship between district administration and electoral politics. It also examines the political transformation of District Councils after the promulgation of the National Security Law in late June 2020. Written by experts in the field, this book is a good reference source for readers interested in district elections, politics, and administration in Hong Kong.

Physics is intended for a two-semester college course in introductory physics using algebra and trigonometry.

Modern power and energy systems are characterized by the wide integration of distributed generation, storage and electric vehicles, adoption of ICT solutions, and interconnection of different energy carriers and consumer engagement, posing new challenges and creating new opportunities. Advanced testing and validation methods are needed to efficiently validate power equipment and controls in the contemporary complex environment and support the transition to a cleaner and sustainable energy system. Real-time hardware-in-the-loop (HIL) simulation has proven to be an effective method for validating and de-risking power system equipment in highly realistic, flexible, and repeatable conditions. Controller hardware-in-the-loop (CHIL) and power hardware-in-the-loop (PHIL) are the two main HIL simulation methods used in industry and academia that contribute to system-level testing enhancement by exploiting the flexibility of digital simulations in testing actual controllers and power equipment.

Now in its second edition, Forensic DNA Evidence Interpretation is the most comprehensive resource for DNA casework available today. Written by leaders in the fields of biology and statistics, including a contribution from Peter Gill, the father of DNA analysis, the book emphasizes the interpretation of test results and provides the necessary formulae in an easily accessible manner. This latest edition is fully updated and includes current and emerging techniques in this fast-moving field. The book begins by reviewing all pertinent biology, and then provides information on every aspect of DNA analysis. This includes modern interpretation methods and contemporary population genetic models available for estimating DNA frequencies or likelihood ratios. Following a chapter on procedures for validating databases, the text presents overviews and performance assessments of both modern sampling uncertainty methods and current paternity testing techniques, including new guidelines on paternity

The field of forensic DNA analysis has grown immensely in the past two decades and genotyping of biological samples is now routinely performed in human identification (HID) laboratories. Application areas include paternity testing, forensic casework, family lineage studies, identification of human remains, and DNA databasing. Forensic DNA Analysis: Current Practices and Emerging Technologies explores the fundamental principles and the application of technologies for each aspect of forensic DNA analysis. The book begins by discussing the value of DNA evidence and how to properly recognize, document, collect, and store it. The remaining chapters examine: The most widely adopted methods and the best practices for DNA isolation from forensic biological samples and human remainsStudies carried out on the use of both messenger RNA and small (micro) RNA profilingReal-time polymerase chain reaction (PCR) methods for quantification and assessment of human DNA prior to genotypingCapillary electr

Kitchen Science Lab is a deluxe component and activity-filled science kit that builds on the brand's best-selling core category of delivering fun experiments to curious kids. Using common ingredients