《数据可视化手册》是Spri已兵害个形nger出版的图书，作者是 Chun-houh Chen
中文名: 数据可液杀视化手册
原名: Hand来自book of Data Visualization
作者: Chun-houh Chen
资源格川盐局齐究好式: PDF
出版落坚始刘少弱方蒸卷引缺社: Springer
书号: 9783540360百科330363
发行时间: 2008年03月11日
地区: 美国
语言: 英文
可视化的数据是任和何数据分析的重要组成部分。
现代计算机的发碑戏询寒展使图形处理能力有了很大改进，练极客频屋经杨路边从而产生耻热遥了许多察葛协显示数据的新的可能性。
本书概述了新的现代数据可视化方习项全润法犁辩臭的理论和实践。来自酸世界各地的专料灶堡家为本书贡献了他们在各自擅朵坑长领域的论销文。
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# Hardcover: 936 pages
# Publisher: Springer; 1 edition (Mar价送测获是损现经需阻训ch 11, 2008)
# Language: English
# ISBN-10: 3540330364
# ISBN-13: 978-3540330363
I. Data Visualization
I.1 Introduction
帝为读省快尽顶干Antony Unwin来自, Chun-hou360百科h Chen, Wolfgang K. Hardle . . . . . . . . . . . . . . . . . . . . . . . . . . 3
弦会II. Principles
II.1 A 十Brief History of Data Visualization
赶 Michael Friendly . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 甲须做师能单. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15
II.2 G语预犯章探帝ood Graphics?
Antony Unwin . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 既模皇外道安概. . . . . . . 57
II.3 Static Graphics
Paul Murrel排何满主酸雷陆妈算拉l . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 洋采证. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .79
II.4 Data Visualiza口跳右能妒胜tion Through Th歌eir Graph Representations
George Michailidis . . . . . . . . . . 液谓鲁突买女向. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 讨罪被越. . . . . . . . . 府103
II.5 Graph-theoretic Graphics
Leland W源ilkinson . . . . . . . . . . . . . 袁简. . . . . . . . . . . . . 日异县敌机斗亲复科没. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 121
II.6 High-dimensional D规酸落言林ata Visualization
Martin heus . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 151
II.7 Multivariate Data Glyphs: Principles and Practice
Matthew O. Ward . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 179
II.8 Linked Views for Visual Exploration
Adalbert Wilhelm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 199
II.9 Linked Data Views
Graham Wills . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 217
II.10 Visualizing Trees and Forests
Simon Urbanek . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 243
III. Methodologies
III.1 Interactive Linked Micromap Plots for the Display
of Geographically Referenced Statistical Data
Jürgen Symanzik, Daniel B. Carr . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .267
III.2 Grand Tours, Projection Pursuit Guided Tours, and Manual Controls
Dianne Cook, Andreas Buja, Eun-Kyung Lee, Hadley Wickham . . . . . . . . . . . . . . . . 295
III.3 Multidimensional Scaling
Michael A.A. Cox, Trevor F. Cox . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 315
III.4 Huge Multidimensional Data Visualization: Back to the Virtue
of Principal Coordinates and Dendrograms in the New Computer Age
Francesco Palumbo, Domenico Vistocco, Alain Morineau . . . . . . . . . . . . . . . . . . . . . .349
III.5 Multivariate Visualization by Density Estimation
Michael C. Minnotte, Stephan R. Sain, David W. Scott . . . . . . . . . . . . . . . . . . . . . . . . 389
III.6 Structured Sets of Graphs
Richard M. Heiberger, Burt Holland . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 415
III.7 Regression by Parts:
Fitting Visually Interpretable Models with GUIDE
Wei-Yin Loh . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 447
III.8 Structural Adaptive Smoothing
by Propagation–Separation Methods
Jorg Polzehl, Vladimir Spokoiny . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .471
III.9 Smoothing Techniques for Visualisation
Adrian W. Bowman . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 493
III.10 Data Visualization via Kernel Machines
Yuan-chin Ivan Chang, Yuh-Jye Lee, Hsing-Kuo Pao, Mei-Hsien Lee,
Su-Yun Huang . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .539
III.11 Visualizing Cluster Analysis and Finite Mixture Models
Friedrich Leisch . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .561
III.12 Visualizing Contingency Tables
David Meyer, Achim Zeileis, Kurt Hornik . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 589
III.13 Mosaic Plots and Their Variants
Heike Hofmann . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .617
III.14 Parallel Coordinates: Visualization, Exploration
and Classiication of High-Dimensional Data
Alfred Inselberg . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 643
III.15 Matrix Visualization
Han-Ming Wu, ShengLi Tzeng, Chun-Houh Chen . . . . . . . . . . . . . . . . . . . . . . . . . . . . 681
III.16 Visualization in Bayesian Data Analysis
Jouni Kerman, Andrew Gelman, Tian Zheng, Yuejing Ding . . . . . . . . . . . . . . . . . . . . 709
III.17 Programming Statistical Data Visualization in the Java Language
Junji Nakano, Yoshikazu Yamamoto, Keisuke Honda . . . . . . . . . . . . . . . . . . . . . . . . . 725
III.18 Web-Based Statistical Graphics using XML Technologies
Yoshiro Yamamoto, Masaya Iizuka, Tomokazu Fujino . . . . . . . . . . . . . . . . . . . . . . . . 757
IV. Selected Applications
IV.1 Visualization for Genetic Network Reconstruction
Grace S. Shieh, Chin-Yuan Guo . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 793
IV.2 Reconstruction, Visualization and Analysis of Medical Images
Henry Horng-Shing Lu . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 813
IV.3 Exploratory Graphics of a Financial Dataset
Antony Unwin, Martin heus, Wolfgang K. Hardle . . . . . . . . . . . . . . . . . . . . . . . . . . . 831
IV.4 Graphical Data Representation in Bankruptcy Analysis
Wolfgang K. Hardle, Rouslan A. Moro, Dorothea Schafer. . . . . . . . . . . . . . . . . . . . . .853
IV.5 Visualizing Functional Data with an Application
to eBays Online Auctions
Wolfgang Jank, Galit Shmueli, Catherine Plaisant, Ben Shneiderman . . . . . . . . . . . 873
IV.6 Visualization Tools for Insurance Risk Processes
Krzysztof Burnecki, Rafa? Weron . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 899
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