Difference between revisions of "Lesson06"
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− | <font size="5">''' | + | <font size="5">'''Visualising and Analysing High-dimensional Data '''</font> |
=Content= | =Content= | ||
− | * Introduction to | + | * Introduction to High-dimensional Data |
− | * | + | * Trellis |
− | * | + | * Correlation Matrix |
+ | * Ternary Plot | ||
+ | * Glyphs or Star Plot | ||
+ | * Heatmap | ||
+ | * Parallel Coordinate Plot | ||
+ | |||
=Readings= | =Readings= | ||
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==Core Readings== | ==Core Readings== | ||
− | * [http://www. | + | * [http://www.perceptualedge.com/articles/b-eye/visual_multivariate_analysis.pdf An Introduction to Visual Multivariate Analysis] |
− | * [ | + | * [https://search-proquest-com.libproxy.smu.edu.sg/docview/228501277?rfr_id=info%3Axri%2Fsid%3Aprimo Corrgrams: Exploratory Displays for Correlation Matrices] |
+ | * [https://en.wikipedia.org/wiki/Ternary_plot Ternary Plot] | ||
+ | * [https://link-springer-com.libproxy.smu.edu.sg/content/pdf/10.1007%2F978-3-540-33037-0_8.pdf Multivariate Data Glyphs] | ||
+ | * [https://link-springer-com.libproxy.smu.edu.sg/content/pdf/10.1007%2F978-3-540-33037-0_25.pdf Parallel Coordinates] | ||
+ | * [http://en.wikipedia.org/wiki/Heat_map Wikipedia: Heatmap] | ||
==Optional Readings== | ==Optional Readings== | ||
− | + | * [http://junkcharts.typepad.com/junk_charts/2010/06/the-scatterplot-matrix-a-great-tool.html The scatter-plot matrix: a great tool] | |
− | + | * [https://search-proquest-com.libproxy.smu.edu.sg/docview/1750838449?rfr_id=info%3Axri%2Fsid%3Aprimo A Graphical Display of Large Correlation Matrices] | |
− | + | * [https://www.sciencedirect.com/topics/engineering/ternary-diagram Ternary Diagram] | |
− | + | * [http://csmgeo.csm.jmu.edu/geollab/fichter/Sedrx/readternary.html Reading a Ternary Diagram] | |
− | + | * [http://www.ifs.tuwien.ac.at/~silvia/wien/vu-infovis/articles/Inselberg-InfoVis97.pdf Multidimensional Detective] | |
− | + | * [https://eagereyes.org/techniques/parallel-coordinates Parallel Coordinates] | |
− | + | * [http://www.perceptualedge.com/articles/b-eye/parallel_coordinates.pdf Multivariate Analysis Using Parallel Coordinates] | |
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Revision as of 22:14, 14 February 2020
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Visualising and Analysing High-dimensional Data
Content
- Introduction to High-dimensional Data
- Trellis
- Correlation Matrix
- Ternary Plot
- Glyphs or Star Plot
- Heatmap
- Parallel Coordinate Plot
Readings
Core Readings
- An Introduction to Visual Multivariate Analysis
- Corrgrams: Exploratory Displays for Correlation Matrices
- Ternary Plot
- Multivariate Data Glyphs
- Parallel Coordinates
- Wikipedia: Heatmap