Download or read book Construction and Assessment of Classification Rules written by David J. Hand and published by . This book was released on 1997 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Construction and Assessment of Classification Rules is an accessible book presenting the central issues and placing particular emphasis on comparison, performance assessment and how to match method to application. Some unusual allocation problems are outlined and a detailed discussion of performance assessment is included. The methods used for different application domains, such as parametric method, smoothing methods and recursive partitioning are described. The author reviews different approaches and guides researchers and users to suitable classes of techniques.

Download or read book Cataloging and Classification Standards and Rules written by John J Riemer and published by Routledge. This book was released on 2013-04-03 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book to examine standards specifically as they apply to cataloging and classification, while at the same time considering the field of library science as a whole. The developments in standards detailed in Cataloging and Classification Standards and Rules portend great time savings in the cataloging process for those catalogers willing to advocate the necessary programming to their systems officer or bibliographic utility. Standards in the library and information science community underlie and impact the work of librarians and information specialists on a daily basis, yet, remain inconspicuous to even the most knowledgeable in the field. Cataloging and Classification Standards and Rules reviews the state of a full range of formal and informal standards and rules utilized in cataloging and classification. It also provides historical perspective, commentary, assessment of significance, and anticipation of future developments and evaluates the connections and interrelationships that exist among the various standards. Chapters in Cataloging and Classification Standards and Rules are written by professionals who have been key figures in the development of standards and have accessed primary source material for the preparation of their articles. They address these: what exactly constitutes a standard how something becomes a standard how standards undergo change evaluation of and commentary on the effectiveness of current standards the latest information on several standards currently in development, testing, or implementation what the future may hold Cataloging and Classification Standards and Rules is a valuable reference book for both beginning and experienced professional librarians. As managers and consumers of bibliographic information, it is crucial that librarians understand the nature and status of a variety of formal and informal standards. This book will assist them in this task. Library school students specializing in cataloging and classification will also find this book an indispensable guide as they prepare themselves for employment in the field.

Download or read book Rough Sets and Current Trends in Computing written by James J. Alpigini and published by Springer Science & Business Media. This book was released on 2002-09-25 with total page 654 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Conference on Rough Sets and Current Trends in Computing, RSCTC 2002, held in Malvern, PA, USA in October 2002. The 76 revised regular papers and short communications presented together with 2 keynotes and 5 plenary papers were carefully reviewed and selected from more than 100 submissions. The book offers topical sections on foundation and methods; granular and neural computing; probabilistic reasoning; data mining, machine learning and pattern recognition; Web mining; and applications.

Download or read book Classification in the Wild written by Konstantinos V. Katsikopoulos and published by MIT Press. This book was released on 2021-02-02 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rules for building formal models that use fast-and-frugal heuristics, extending the psychological study of classification to the real world of uncertainty. This book focuses on classification--allocating objects into categories--"in the wild," in real-world situations and far from the certainty of the lab. In the wild, unlike in typical psychological experiments, the future is not knowable and uncertainty cannot be meaningfully reduced to probability. Connecting the science of heuristics with machine learning, the book shows how to create formal models using classification rules that are simple, fast, and transparent and that can be as accurate as mathematically sophisticated algorithms developed for machine learning.

Download or read book Advances in Neural Information Processing Systems 15 written by Suzanna Becker and published by MIT Press. This book was released on 2003 with total page 1738 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the 2002 Neural Information Processing Systems Conference.

Download or read book Abridged Decimal Classification and Relativ Index for Libraries Clippings Notes Etc written by Melvil Dewey and published by . This book was released on 1912 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Discipline of Organizing Professional Edition written by Robert J. Glushko and published by "O'Reilly Media, Inc.". This book was released on 2014-08-25 with total page 743 pages. Available in PDF, EPUB and Kindle. Book excerpt: Note about this ebook: This ebook exploits many advanced capabilities with images, hypertext, and interactivity and is optimized for EPUB3-compliant book readers, especially Apple's iBooks and browser plugins. These features may not work on all ebook readers. We organize things. We organize information, information about things, and information about information. Organizing is a fundamental issue in many professional fields, but these fields have only limited agreement in how they approach problems of organizing and in what they seek as their solutions. The Discipline of Organizing synthesizes insights from library science, information science, computer science, cognitive science, systems analysis, business, and other disciplines to create an Organizing System for understanding organizing. This framework is robust and forward-looking, enabling effective sharing of insights and design patterns between disciplines that weren’t possible before. The Professional Edition includes new and revised content about the active resources of the "Internet of Things," and how the field of Information Architecture can be viewed as a subset of the discipline of organizing. You’ll find: 600 tagged endnotes that connect to one or more of the contributing disciplines Nearly 60 new pictures and illustrations Links to cross-references and external citations Interactive study guides to test on key points The Professional Edition is ideal for practitioners and as a primary or supplemental text for graduate courses on information organization, content and knowledge management, and digital collections. FOR INSTRUCTORS: Supplemental materials (lecture notes, assignments, exams, etc.) are available at http://disciplineoforganizing.org. FOR STUDENTS: Make sure this is the edition you want to buy. There's a newer one and maybe your instructor has adopted that one instead.

Download or read book Data Mining for Scientific and Engineering Applications written by R.L. Grossman and published by Springer Science & Business Media. This book was released on 2001-10-31 with total page 632 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in technology are making massive data sets common in many scientific disciplines, such as astronomy, medical imaging, bio-informatics, combinatorial chemistry, remote sensing, and physics. To find useful information in these data sets, scientists and engineers are turning to data mining techniques. This book is a collection of papers based on the first two in a series of workshops on mining scientific datasets. It illustrates the diversity of problems and application areas that can benefit from data mining, as well as the issues and challenges that differentiate scientific data mining from its commercial counterpart. While the focus of the book is on mining scientific data, the work is of broader interest as many of the techniques can be applied equally well to data arising in business and web applications. Audience: This work would be an excellent text for students and researchers who are familiar with the basic principles of data mining and want to learn more about the application of data mining to their problem in science or engineering.

Download or read book Interpretable Machine Learning written by Christoph Molnar and published by Lulu.com. This book was released on 2020 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.

Download or read book Marine Structural Design written by Yong Bai and published by Butterworth-Heinemann. This book was released on 2015-09-18 with total page 1010 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marine Structural Design, Second Edition, is a wide-ranging, practical guide to marine structural analysis and design, describing in detail the application of modern structural engineering principles to marine and offshore structures. Organized in five parts, the book covers basic structural design principles, strength, fatigue and fracture, and reliability and risk assessment, providing all the knowledge needed for limit-state design and re-assessment of existing structures. Updates to this edition include new chapters on structural health monitoring and risk-based decision-making, arctic marine structural development, and the addition of new LNG ship topics, including composite materials and structures, uncertainty analysis, and green ship concepts. - Provides the structural design principles, background theory, and know-how needed for marine and offshore structural design by analysis - Covers strength, fatigue and fracture, reliability, and risk assessment together in one resource, emphasizing practical considerations and applications - Updates to this edition include new chapters on structural health monitoring and risk-based decision making, and new content on arctic marine structural design

Download or read book Progress in Artificial Intelligence Knowledge Extraction Multi agent Systems Logic Programming and Constraint Solving written by Pavel Brazdil and published by Springer. This book was released on 2003-07-31 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: The tenth Portuguese Conference on Arti?cial Intelligence, EPIA 2001 was held in Porto and continued the tradition of previous conferences in the series. It returned to the city in which the ?rst conference took place, about 15 years ago. The conference was organized, as usual, under the auspices of the Portuguese Association for Arti?cial Intelligence (APPIA, http://www.appia.pt). EPIA maintained its international character and continued to provide a forum for p- senting and discussing researc h on di?erent aspects of Arti?cial Intelligence. To promote motivated discussions among participants, this conference streng- ened the role of the thematic workshops. These were not just satellite events, but rather formed an integral part of the conference, with joint sessions when justi?ed. This had the advantage that the work was presented to a motivated audience. This was the ?rst time that EPIA embarked on this experience and so provided us with additional challenges.

Download or read book Expansive Classification written by Charles Ammi Cutter and published by . This book was released on 1893 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Artificial Intelligence in Healthcare written by Adam Bohr and published by Academic Press. This book was released on 2020-06-21 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data

Download or read book The Harmonized System written by and published by World Customs Organization. This book was released on 2006 with total page 54 pages. Available in PDF, EPUB and Kindle. Book excerpt: This international goods nomenclature is being used by more than 200 countries and Customs or Economic Unions across the globe and currently regulates almost 98% of world trade. With the new version of the Harmonized System coming into force on 1 January 2007, this Customs Compendium is the perfect guide for those who have a stake in international business affairs today.

Download or read book SOU CCJ230 Introduction to the American Criminal Justice System written by Alison Burke and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Medical Device Design written by and published by Academic Press. This book was released on 2012-12-17 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the bridge between engineering design and medical device development. There is no single text that addresses the plethora of design issues a medical devices designer meets when developing new products or improving older ones. It addresses medical devices' regulatory (FDA and EU) requirements--some of the most stringent engineering requirements globally. Engineers failing to meet these requirements can cause serious harm to users as well as their products’ commercial prospects. This Handbook shows the essential methodologies medical designers must understand to ensure their products meet requirements. It brings together proven design protocols and puts them in an explicit medical context based on the author's years of academia (R&D phase) and industrial (commercialization phase) experience. This design methodology enables engineers and medical device manufacturers to bring new products to the marketplace rapidly. The medical device market is a multi-billion dollar industry. Every engineered product for this sector, from scalpelsstents to complex medical equipment, must be designed and developed to approved procedures and standards. This book shows how Covers US, and EU and ISO standards, enabling a truly international approach, providing a guide to the international standards that practicing engineers require to understand Written by an experienced medical device engineers and entrepreneurs with products in the from the US and UK and with real world experience of developing and commercializing medical products

Download or read book Code International de Nomenclature Zoologique written by International Commission on Zoological Nomenclature and published by Univ of California Press. This book was released on 1985 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: