Difference between revisions of "Lesson06"
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| − | <font size="5">''' | + | <font size="5">'''High-dimensional Data Visualisation'''</font> |
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| + | =Content= | ||
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| + | * Introduction to Multivariate Data | ||
| + | * Trellis | ||
| + | * Correlation Matrix | ||
| + | * Ternary Plot | ||
| + | * Glyphs or Star Plot | ||
| + | * Heatmap | ||
| + | * Parallel Coordinate Plot | ||
| + | * Treemap | ||
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| + | =Readings= | ||
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| + | ==Core Readings== | ||
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| + | * [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] | ||
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| + | |||
| + | ==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] | ||
Revision as of 07:50, 11 February 2020
ISSS608 Visual Analytics and Applications
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High-dimensional Data Visualisation
Content
- Introduction to Multivariate Data
- Trellis
- Correlation Matrix
- Ternary Plot
- Glyphs or Star Plot
- Heatmap
- Parallel Coordinate Plot
- Treemap
Readings
Core Readings
- An Introduction to Visual Multivariate Analysis
- Corrgrams: Exploratory Displays for Correlation Matrices
- Ternary Plot
- Multivariate Data Glyphs
- Parallel Coordinates
- Wikipedia: Heatmap
