Information And Classification
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Data Analysis Classification And Related Methods
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Author : Henk A.L. Kiers
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Data Analysis Classification And Related Methods written by Henk A.L. Kiers and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Mathematics categories.
This volume contains a selection of papers presented at the Seven~h Confer ence of the International Federation of Classification Societies (IFCS-2000), which was held in Namur, Belgium, July 11-14,2000. From the originally sub mitted papers, a careful review process involving two reviewers per paper, led to the selection of 65 papers that were considered suitable for publication in this book. The present book contains original research contributions, innovative ap plications and overview papers in various fields within data analysis, classifi cation, and related methods. Given the fast publication process, the research results are still up-to-date and coincide with their actual presentation at the IFCS-2000 conference. The topics captured are: • Cluster analysis • Comparison of clusterings • Fuzzy clustering • Discriminant analysis • Mixture models • Analysis of relationships data • Symbolic data analysis • Regression trees • Data mining and neural networks • Pattern recognition • Multivariate data analysis • Robust data analysis • Data science and sampling The IFCS (International Federation of Classification Societies) The IFCS promotes the dissemination of technical and scientific information data analysis, classification, related methods, and their applica concerning tions.
Classification And Modeling With Linguistic Information Granules
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Author : Hisao Ishibuchi
language : en
Publisher: Springer Science & Business Media
Release Date : 2004-11-19
Classification And Modeling With Linguistic Information Granules written by Hisao Ishibuchi and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-11-19 with Language Arts & Disciplines categories.
Many approaches have already been proposed for classification and modeling in the literature. These approaches are usually based on mathematical mod els. Computer systems can easily handle mathematical models even when they are complicated and nonlinear (e.g., neural networks). On the other hand, it is not always easy for human users to intuitively understand mathe matical models even when they are simple and linear. This is because human information processing is based mainly on linguistic knowledge while com puter systems are designed to handle symbolic and numerical information. A large part of our daily communication is based on words. We learn from various media such as books, newspapers, magazines, TV, and the Inter net through words. We also communicate with others through words. While words play a central role in human information processing, linguistic models are not often used in the fields of classification and modeling. If there is no goal other than the maximization of accuracy in classification and model ing, mathematical models may always be preferred to linguistic models. On the other hand, linguistic models may be chosen if emphasis is placed on interpretability.
It Governance
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Author : Alan Calder
language : en
Publisher: Kogan Page Publishers
Release Date : 2005
It Governance written by Alan Calder and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Business & Economics categories.
"This new edition of a unique handbook is fully updated for the latest regulatory and technological developments. Containing the 2005 revisions to BS7799 and ISO17799, it guides business managers through the issues involved in achieving ISO certification in information Security Management and covers all aspects of data security." "Written by business managers for business managers, it is an essential resource to be used in organizations of all shapes and sizes, and particularly those with well-developed internal IT systems and those focussed on e-commerce."--Jacket.
Data Classification
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Author : Charu C. Aggarwal
language : en
Publisher: CRC Press
Release Date : 2014-07-25
Data Classification written by Charu C. Aggarwal and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-25 with Business & Economics categories.
Comprehensive Coverage of the Entire Area of Classification Research on the problem of classification tends to be fragmented across such areas as pattern recognition, database, data mining, and machine learning. Addressing the work of these different communities in a unified way, Data Classification: Algorithms and Applications explores the underlying algorithms of classification as well as applications of classification in a variety of problem domains, including text, multimedia, social network, and biological data. This comprehensive book focuses on three primary aspects of data classification: Methods: The book first describes common techniques used for classification, including probabilistic methods, decision trees, rule-based methods, instance-based methods, support vector machine methods, and neural networks. Domains: The book then examines specific methods used for data domains such as multimedia, text, time-series, network, discrete sequence, and uncertain data. It also covers large data sets and data streams due to the recent importance of the big data paradigm. Variations: The book concludes with insight on variations of the classification process. It discusses ensembles, rare-class learning, distance function learning, active learning, visual learning, transfer learning, and semi-supervised learning as well as evaluation aspects of classifiers.
Records Classification Concepts Principles And Methods
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Author : Umi Asma Mokhtar
language : en
Publisher: Chandos Publishing
Release Date : 2017-05-30
Records Classification Concepts Principles And Methods written by Umi Asma Mokhtar and has been published by Chandos Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-30 with Language Arts & Disciplines categories.
Records Classification: Concepts, Principles and Methods: Information, Systems, Context introduces classification, an early part of the research lifecycle. Classification ensures systematic organization of documents and facilitates information retrieval. However, classification systems are not prevalent in records management when compared to their use in other information fields. This book views classification from the records management (RM) perspective by adopting a qualitative approach, with case studies, to gather data by means of interview and document content analysis. Current development of information systems do not take into account the concept of classification from a RM perspective. Such a model is required because the incorporation of information and communication technology (ICT) in managing records is inevitable. The concept of classification from an RM perspective ought to be extended to the ICT team to enable the development of a RM system not limited to storage and retrieval functions, but also with relation to disposal and preservation processes. This proposed model introduces function-based classification to ensure records are classified in context.
Classification Declassification Handbook
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Author : United States. Energy Research and Development Administration. Division of Classification
language : en
Publisher:
Release Date : 1977
Classification Declassification Handbook written by United States. Energy Research and Development Administration. Division of Classification and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1977 with Security classification (Government documents) categories.
Software Similarity And Classification
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Author : Silvio Cesare
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-03-05
Software Similarity And Classification written by Silvio Cesare and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-03-05 with Computers categories.
Software similarity and classification is an emerging topic with wide applications. It is applicable to the areas of malware detection, software theft detection, plagiarism detection, and software clone detection. Extracting program features, processing those features into suitable representations, and constructing distance metrics to define similarity and dissimilarity are the key methods to identify software variants, clones, derivatives, and classes of software. Software Similarity and Classification reviews the literature of those core concepts, in addition to relevant literature in each application and demonstrates that considering these applied problems as a similarity and classification problem enables techniques to be shared between areas. Additionally, the authors present in-depth case studies using the software similarity and classification techniques developed throughout the book.
Federal Register
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Author :
language : en
Publisher:
Release Date : 1979-09
Federal Register written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979-09 with Delegated legislation categories.
Code Of Federal Regulations
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Author :
language : en
Publisher:
Release Date : 1998
Code Of Federal Regulations written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Administrative law categories.
Data Science Classification And Related Methods
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Author : Chikio Hayashi
language : en
Publisher:
Release Date : 2014-01-15
Data Science Classification And Related Methods written by Chikio Hayashi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-15 with categories.