An Introduction To Cluster Science

Author : Phuong Mai Dinh,Paul-Gerhard Reinhard,Eric Suraud
Publisher : John Wiley & Sons
Page : 258 pages
File Size : 55,5 Mb
Release : 2013-09-30
Category : Science
ISBN : 9783527675708

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An Introduction to Cluster Science by Phuong Mai Dinh,Paul-Gerhard Reinhard,Eric Suraud Pdf

Filling the need for a solid textbook, this short primer in cluster science is ideal for a one-semester lecture for advanced undergraduate students. It is based on a series of lectures given by the well-established and recognized authors for the past ten years. The book covers both the basics of the domain as well as up-to-date developments. It can be divided roughly into two parts. The first three chapters introduce basic concepts of cluster science. Chapter 1 provides a general introduction, complemented by chapter 2 on experimental and chapter 3 on theoretical aspects. The second half of the book is devoted to a systematic presentation of free cluster properties, and to a thorough discussion of the impact of clusters in other domains of science. These explicitly worked-out links between cluster physics and other research areas are unique both in terms of fundamental aspects and of applications, and cannot be found elsewhere in the literature. Also suitable for researchers outside of the field looking for an introduction to cluster science.

Author : Leonard Kaufman,Peter J. Rousseeuw
Publisher : Wiley-Interscience
Page : 376 pages
File Size : 54,9 Mb
Release : 1990-03-22
Category : Mathematics
ISBN : UCSD:31822005118112

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Finding Groups in Data by Leonard Kaufman,Peter J. Rousseeuw Pdf

Partitioning around medoids (Program PAM). Clustering large applications (Program CLARA). Fuzzy analysis (Program FANNY). Agglomerative Nesting (Program AGNES). Divisive analysis (Program DIANA). Monothetic analysis (Program MONA). Appendix.

Author : Paolo Giordani,Maria Brigida Ferraro,Francesca Martella
Publisher : Springer Nature
Page : 340 pages
File Size : 55,9 Mb
Release : 2020-08-27
Category : Mathematics
ISBN : 9789811305535

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An Introduction to Clustering with R by Paolo Giordani,Maria Brigida Ferraro,Francesca Martella Pdf

The purpose of this book is to thoroughly prepare the reader for applied research in clustering. Cluster analysis comprises a class of statistical techniques for classifying multivariate data into groups or clusters based on their similar features. Clustering is nowadays widely used in several domains of research, such as social sciences, psychology, and marketing, highlighting its multidisciplinary nature. This book provides an accessible and comprehensive introduction to clustering and offers practical guidelines for applying clustering tools by carefully chosen real-life datasets and extensive data analyses. The procedures addressed in this book include traditional hard clustering methods and up-to-date developments in soft clustering. Attention is paid to practical examples and applications through the open source statistical software R. Commented R code and output for conducting, step by step, complete cluster analyses are available. The book is intended for researchers interested in applying clustering methods. Basic notions on theoretical issues and on R are provided so that professionals as well as novices with little or no background in the subject will benefit from the book.

Author : Günter Schmid
Publisher : John Wiley & Sons
Page : 570 pages
File Size : 40,6 Mb
Release : 2008-07-11
Category : Science
ISBN : 9783527616060

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Clusters and Colloids by Günter Schmid Pdf

This book offers a comprehensive overview of the rapidly developing field of cluster science. In an interdisciplinary approach, basic concepts as well as recent developments in research and practical applications are authoritatively discussed by leading authors. Topics covered include 'naked' metal clusters, clusters stabilized by ligands, clusters in solids, and colloids. The reader will find answers to questions like: * How many metal atoms must a particle have to exhibit metallic properties? * How can the large specific surface of clusters and colloids be employed in catalysts? * How can metal clusters be introduced into solid hosts? * Which effects are responsible for the transition from isolated to condensed clusters? The editor has succeeded in bringing the contributions of various authors together into a homogeneous, readable book, which will be useful for the academic and industrial reader alike.

Author : Paul-Gerhard Reinhard,Eric Suraud
Publisher : John Wiley & Sons
Page : 341 pages
File Size : 44,7 Mb
Release : 2008-07-11
Category : Science
ISBN : 9783527621019

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Introduction to Cluster Dynamics by Paul-Gerhard Reinhard,Eric Suraud Pdf

Clusters as mesoscopic particles represent an intermediate state of matter between single atoms and solid material. The tendency to miniaturise technical objects requires knowledge about systems which contain a "small" number of atoms or molecules only. This is all the more true for dynamical aspects, particularly in relation to the qick development of laser technology and femtosecond spectroscopy. Here, for the first time is a highly qualitative introduction to cluster physics. With its emphasis on cluster dynamics, this will be vital to everyone involved in this interdisciplinary subject. The authors cover the dynamics of clusters on a broad level, including recent developments of femtosecond laser spectroscopy on the one hand and time-dependent density functional theory calculations on the other.

Author : Charles Romesburg
Publisher : Lulu.com
Page : 334 pages
File Size : 48,5 Mb
Release : 2004
Category : Science
ISBN : 9781411606173

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Cluster Analysis for Researchers by Charles Romesburg Pdf

Back in print at a good price. To see the many websites referencing this book, in Google enter "cluster analysis" (in quotes) and Romesburg. Headlines of 5-star reviews on Amazon.com: "A very clear 'how to' book on cluster analysis" (C. Fielitz, Bristol, TN); "An excellent introduction to cluster analysis" (T. W. Powell, Shreveport, LA). A recent (2004) review in Journal of Classification (21:279-283) says: "We should be grateful to the author for his insistence in bringing forth important issues, which have not got yet that level of attention they deserve. I wish this journal could devote more efforts in promoting the scientific inquiry and discussions of methodology of clustering in scientific research [as Cluster Analysis for Researchers does]." To see or search inside the book, go to www.google.com, type in the book's title, and click on it when it comes up (or copy and paste in your browser's window the following URL: http://print.google.com/print?isbn=1411606175 ).

Author : Ronald S. King
Publisher : Mercury Learning and Information
Page : 300 pages
File Size : 52,9 Mb
Release : 2015-05-12
Category : Computers
ISBN : 9781942270133

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Cluster Analysis and Data Mining by Ronald S. King Pdf

Cluster analysis is used in data mining and is a common technique for statistical data analysis used in many fields of study, such as the medical & life sciences, behavioral & social sciences, engineering, and in computer science. Designed for training industry professionals or for a course on clustering and classification, it can also be used as a companion text for applied statistics. No previous experience in clustering or data mining is assumed. Informal algorithms for clustering data and interpreting results are emphasized. In order to evaluate the results of clustering and to explore data, graphical methods and data structures are used for representing data. Throughout the text, examples and references are provided, in order to enable the material to be comprehensible for a diverse audience. A companion disc includes numerous appendices with programs, data, charts, solutions, etc. eBook Customers: Companion files are available for downloading with order number/proof of purchase by writing to the publisher at [email protected]. FEATURES *Places emphasis on illustrating the underlying logic in making decisions during the cluster analysis *Discusses the related applications of statistic, e.g., Ward’s method (ANOVA), JAN (regression analysis & correlational analysis), cluster validation (hypothesis testing, goodness-of-fit, Monte Carlo simulation, etc.) *Contains separate chapters on JAN and the clustering of categorical data *Includes a companion disc with solutions to exercises, programs, data sets, charts, etc.

Author : Hellmut Haberland
Publisher : Springer Science & Business Media
Page : 435 pages
File Size : 51,9 Mb
Release : 2013-11-11
Category : Science
ISBN : 9783642843297

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Clusters of Atoms and Molecules by Hellmut Haberland Pdf

Clusters of Atoms and Molecules I is devoted to theoretical concepts and experimental techniques important in the rapidly expanding field of cluster science. Cluster properties are dicussed for clusters composed of alkali metals, semiconductors, transition metals, carbon, oxides and halides of alkali metals, rare gases, and neutral molecules. The book contains several well-integrated treatments, all prepared by experts. Each contribution starts out as simple as possible and ends with the latest results, so that the book can serve as a text for a course, an introduction into the field, or as a reference book for the expert.

Author : Charles Bouveyron,Gilles Celeux,T. Brendan Murphy,Adrian E. Raftery
Publisher : Cambridge University Press
Page : 446 pages
File Size : 46,9 Mb
Release : 2019-07-25
Category : Business & Economics
ISBN : 9781108494205

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Model-Based Clustering and Classification for Data Science by Charles Bouveyron,Gilles Celeux,T. Brendan Murphy,Adrian E. Raftery Pdf

Colorful example-rich introduction to the state-of-the-art for students in data science, as well as researchers and practitioners.

Author : Purusottam Jena,Albert Welford Castleman
Publisher : Elsevier
Page : 594 pages
File Size : 47,6 Mb
Release : 2011-02-08
Category : Science
ISBN : 9780444534408

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Nanoclusters by Purusottam Jena,Albert Welford Castleman Pdf

This comprehensive book on Nanoclusters comprises sixteen authoritative chapters written by leading researchers in the field. It provides insight into topics that are currently at the cutting edge of cluster science, with the main focus on metal and metal compound systems that are of particular interest in materials science, and also on aspects related to biology and medicine. While there are numerous books on clusters, the focus on clusters as a bridge across disciplines sets this book apart from others. Delivers cutting edge coverage of cluster science Covers a broad range of topics in physics, chemistry, and materials science Written by leading researchers in the field

Author : Christian Hennig,Marina Meila,Fionn Murtagh,Roberto Rocci
Publisher : CRC Press
Page : 753 pages
File Size : 53,5 Mb
Release : 2015-12-16
Category : Business & Economics
ISBN : 9781466551893

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Handbook of Cluster Analysis by Christian Hennig,Marina Meila,Fionn Murtagh,Roberto Rocci Pdf

Handbook of Cluster Analysis provides a comprehensive and unified account of the main research developments in cluster analysis. Written by active, distinguished researchers in this area, the book helps readers make informed choices of the most suitable clustering approach for their problem and make better use of existing cluster analysis tools.The

Author : Rui Xu,Don Wunsch
Publisher : John Wiley & Sons
Page : 400 pages
File Size : 42,6 Mb
Release : 2008-11-03
Category : Mathematics
ISBN : 9780470382783

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Clustering by Rui Xu,Don Wunsch Pdf

This is the first book to take a truly comprehensive look at clustering. It begins with an introduction to cluster analysis and goes on to explore: proximity measures; hierarchical clustering; partition clustering; neural network-based clustering; kernel-based clustering; sequential data clustering; large-scale data clustering; data visualization and high-dimensional data clustering; and cluster validation. The authors assume no previous background in clustering and their generous inclusion of examples and references help make the subject matter comprehensible for readers of varying levels and backgrounds.

Author : Y. Kawazoe,T. Kondow,Kaoru Ohno
Publisher : Springer Science & Business Media
Page : 351 pages
File Size : 52,7 Mb
Release : 2013-03-09
Category : Science
ISBN : 9783662048122

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Clusters and Nanomaterials by Y. Kawazoe,T. Kondow,Kaoru Ohno Pdf

Synthesizing specific clusters as a component of useful nanostructures or controlling them as an assembly of nanocomposites is the ultimate aim. In order to understand how to synthesize individual clusters or to investigate its properties, a variety of first-principles and empirical calculations and related computer simulations have been performed alongside numerous experiments.

Author : D. M. P. Mingos,David J. Wales
Publisher : Unknown
Page : 344 pages
File Size : 43,5 Mb
Release : 1990
Category : Science
ISBN : STANFORD:36105030842707

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Introduction to Cluster Chemistry by D. M. P. Mingos,David J. Wales Pdf

Author : J. P. Connerade,Andrey V. Solov'yov
Publisher : World Scientific
Page : 398 pages
File Size : 45,6 Mb
Release : 2004
Category : Science
ISBN : 9781860944956

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Latest Advances in Atomic Cluster Collisions by J. P. Connerade,Andrey V. Solov'yov Pdf

- The first book covering a broad range of physical and chemical problems of atomic cluster physics in the context of physics of atomic and molecular collisions bull; Contains contributions from leading experts in the field bull; Considers both free and supported cluster systems bull; Provides both a general introduction to the field and describes its very recent developments -- ideal for graduate and post-graduate students new to the area as well as specialists in atomic cluster physics bull; Useful for comprehensive lecture courses in quantum mechanics, condensed matter physics and other courses in which complex finite systems like atoic clusters are relevant