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Mathematical Classification and Clustering

Mathematical Classification and Clustering
Author: Boris Mirkin
Publisher: Springer Science & Business Media
Total Pages: 439
Release: 2013-12-01
Genre: Mathematics
ISBN: 1461304571

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I am very happy to have this opportunity to present the work of Boris Mirkin, a distinguished Russian scholar in the areas of data analysis and decision making methodologies. The monograph is devoted entirely to clustering, a discipline dispersed through many theoretical and application areas, from mathematical statistics and combina torial optimization to biology, sociology and organizational structures. It compiles an immense amount of research done to date, including many original Russian de velopments never presented to the international community before (for instance, cluster-by-cluster versions of the K-Means method in Chapter 4 or uniform par titioning in Chapter 5). The author's approach, approximation clustering, allows him both to systematize a great part of the discipline and to develop many in novative methods in the framework of optimization problems. The optimization methods considered are proved to be meaningful in the contexts of data analysis and clustering. The material presented in this book is quite interesting and stimulating in paradigms, clustering and optimization. On the other hand, it has a substantial application appeal. The book will be useful both to specialists and students in the fields of data analysis and clustering as well as in biology, psychology, economics, marketing research, artificial intelligence, and other scientific disciplines. Panos Pardalos, Series Editor.


Clustering and Classification

Clustering and Classification
Author: Phipps Arabie
Publisher: World Scientific
Total Pages: 508
Release: 1996
Genre: Mathematics
ISBN: 9789810212872

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At a moderately advanced level, this book seeks to cover the areas of clustering and related methods of data analysis where major advances are being made. Topics include: hierarchical clustering, variable selection and weighting, additive trees and other network models, relevance of neural network models to clustering, the role of computational complexity in cluster analysis, latent class approaches to cluster analysis, theory and method with applications of a hierarchical classes model in psychology and psychopathology, combinatorial data analysis, clusterwise aggregation of relations, review of the Japanese-language results on clustering, review of the Russian-language results on clustering and multidimensional scaling, practical advances, and significance tests.


Reference and Information Services

Reference and Information Services
Author: Kay Ann Cassell
Publisher: American Library Association
Total Pages: 448
Release: 2019-01-04
Genre: Language Arts & Disciplines
ISBN: 083891568X

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Designed to complement every introductory library reference course, this is the perfect text for students and librarians looking to expand their personal reference knowledge, teaching failsafe methods for identifying important materials by matching specific types of questions to the best available sources, regardless of format. Guided by a national advisory board of educators and practitioners, this thoroughly updated text expertly keeps up with new technologies and practices while remaining grounded in the basics of reference work. Chapters on fundamental concepts, major reference sources, and special topics provide a solid foundation; the text also offers fresh insight on core issues, including ethics, readers' advisory, information literacy, and other key aspects of reference librarianship;selecting and evaluating reference materials, with strategies for keeping up to date;assessing and improving reference services;guidance on conducting reference interviews with a range of different library users, including children and young adults;a new discussion of reference as programming;important special reference topics such as Google search, 24/7 reference, and virtual reference; anddelivering reference services across multiple platforms As librarians experience a changing climate for all information services professionals, in this book Cassell and Hiremath provide the tools needed to manage the ebb and flow of changing reference services in today's libraries.