SFB-TRR 161 A03 "Quantification of Visual Analytics Transformations and Mappings"

High-dimensional data analysis requires dealing with numerous challenges, such as selecting meaningful dimensions, finding relevant projections, and removing noise. As a result, the extraction of relevant and meaningful information from high-dimensional data is a difficult problem. This project aims at advancing the field of quality-metric-driven data visualisation with the central research question of how to quantify the quality of transformations and mappings of high-dimensional data for visual analytics.

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41 to 50 of 71 Results

normal-800.csv Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters" Tabular Data - 113.5 KB - 9 Variables, 800 Observations - UNF:6:yBp2/B+7vUhJg4WO2lJF4w== This file contains a synthetic dataset. It has eight numeric dimensions. The data records of this dataset describe normally distributed noise. This dataset has 800 records.
realworld-acidosis-patients.csv Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters" Tabular Data - 3.8 KB - 6 Variables, 40 Observations - UNF:6:4FCtGRpA8sy9PwbaIOb5dQ== Hartigan (1975) Acidosis Patients Source: https://search.r-project.org/CRAN/refmans/cluster.datasets/html/acidosis.patients.html
realworld-all-mammals-milk-1956.csv Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters" Tabular Data - 2.0 KB - 6 Variables, 25 Observations - UNF:6:G0ViQH+NSbP5sdG6mnBDgQ== Hartigan (1975) Mammals Milk Source: https://search.r-project.org/CRAN/refmans/cluster.datasets/html/sample.mammals.milk.1956.html
realworld-life-expectancy-1971.csv Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters" Tabular Data - 4.5 KB - 10 Variables, 31 Observations - UNF:6:ckxwr7qmCDQFZBqk5hLe8g== Hartigan (1975) Expectations of Life by Country, Age and Sex Source: https://search.r-project.org/CRAN/refmans/cluster.datasets/html/life.expectancy.1971.html
realworld-mammal-dentition.csv Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters" Tabular Data - 2.1 KB - 9 Variables, 66 Observations - UNF:6:yeBrSPc5w1BWppKSxYLO6Q== Mammals dataset Source: https://search.r-project.org/CRAN/refmans/homals/html/mammals.html
realworld-mutation-distances-1967.csv Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters" Tabular Data - 6.2 KB - 22 Variables, 20 Observations - UNF:6:gAwfbxAiG8VHeLT3+IRffA== Hartigan (1975) Mutation Distances Source: https://search.r-project.org/CRAN/refmans/cluster.datasets/html/mutation.distances.1967.html
realworld-rda-meat-fish-fowl-1959.csv Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters" Tabular Data - 2.0 KB - 6 Variables, 27 Observations - UNF:6:JicY0zR8zg7Rjo1uc5BVuQ== Hartigan (1975) Nutrients in Meat, Fish and Fowl Percent RDA Source: https://search.r-project.org/CRAN/refmans/cluster.datasets/html/rda.meat.fish.fowl.1959.html
realworld-sample-mammals-milk-1956.csv Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters" Tabular Data - 1.0 KB - 5 Variables, 16 Observations - UNF:6:6IREPaNl0YZkPla5e3xnzg== Hartigan (1975) Mammals Milk Source: https://search.r-project.org/CRAN/refmans/cluster.datasets/html/sample.mammals.milk.1956.html
realworld-us-south-demographics-1965.csv Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters" Tabular Data - 5.1 KB - 24 Variables, 16 Observations - UNF:6:54+JDW9Ka074jHKim1+D2g== Hartigan (1975) Demographic Data for the South Source: https://search.r-project.org/CRAN/refmans/cluster.datasets/html/us.south.demographics.1965.html
synthetic-1-100.csv Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters" Tabular Data - 17.2 KB - 9 Variables, 120 Observations - UNF:6:LmTThyrFVWZHj/MG3fjFgQ== This file contains a synthetic dataset. It has eight numeric dimensions. The data records of this dataset describe four classes also forming clusters in three dimensions and overlap in the remaining five dimensions. This dataset has 800 records.

normal-800.csv

Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters"

Tabular Data - 113.5 KB - 9 Variables, 800 Observations -

This file contains a synthetic dataset. It has eight numeric dimensions. The data records of this dataset describe normally distributed noise. This dataset has 800 records.

realworld-acidosis-patients.csv

Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters"

Tabular Data - 3.8 KB - 6 Variables, 40 Observations -

Hartigan (1975) Acidosis Patients Source: https://search.r-project.org/CRAN/refmans/cluster.datasets/html/acidosis.patients.html

realworld-all-mammals-milk-1956.csv

Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters"

Tabular Data - 2.0 KB - 6 Variables, 25 Observations -

Hartigan (1975) Mammals Milk Source: https://search.r-project.org/CRAN/refmans/cluster.datasets/html/sample.mammals.milk.1956.html

realworld-life-expectancy-1971.csv

Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters"

Tabular Data - 4.5 KB - 10 Variables, 31 Observations -

Hartigan (1975) Expectations of Life by Country, Age and Sex Source: https://search.r-project.org/CRAN/refmans/cluster.datasets/html/life.expectancy.1971.html

realworld-mammal-dentition.csv

Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters"

Tabular Data - 2.1 KB - 9 Variables, 66 Observations -

Mammals dataset Source: https://search.r-project.org/CRAN/refmans/homals/html/mammals.html

realworld-mutation-distances-1967.csv

Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters"

Tabular Data - 6.2 KB - 22 Variables, 20 Observations -

Hartigan (1975) Mutation Distances Source: https://search.r-project.org/CRAN/refmans/cluster.datasets/html/mutation.distances.1967.html

realworld-rda-meat-fish-fowl-1959.csv

Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters"

Tabular Data - 2.0 KB - 6 Variables, 27 Observations -

Hartigan (1975) Nutrients in Meat, Fish and Fowl Percent RDA Source: https://search.r-project.org/CRAN/refmans/cluster.datasets/html/rda.meat.fish.fowl.1959.html

realworld-sample-mammals-milk-1956.csv

Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters"

Tabular Data - 1.0 KB - 5 Variables, 16 Observations -

Hartigan (1975) Mammals Milk Source: https://search.r-project.org/CRAN/refmans/cluster.datasets/html/sample.mammals.milk.1956.html

realworld-us-south-demographics-1965.csv

Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters"

Tabular Data - 5.1 KB - 24 Variables, 16 Observations -

Hartigan (1975) Demographic Data for the South Source: https://search.r-project.org/CRAN/refmans/cluster.datasets/html/us.south.demographics.1965.html

synthetic-1-100.csv

Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters"

Tabular Data - 17.2 KB - 9 Variables, 120 Observations -

This file contains a synthetic dataset. It has eight numeric dimensions. The data records of this dataset describe four classes also forming clusters in three dimensions and overlap in the remaining five dimensions. This dataset has 800 records.

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