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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21 to 30 of 55 Results

normal-100.tab Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters" Tabular Data - 14.2 KB - 9 Variables, 100 Observations - UNF:6:PdONWeCpjfK3bSD5ygAXug== This file contains a synthetic dataset. It has eight dimensions. The data records of this dataset describe normally distributed noise. This dataset has 100 records.
normal-200.tab Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters" Tabular Data - 28.3 KB - 9 Variables, 200 Observations - UNF:6:tN611hPan4XaT+rGAJ866g== This file contains a synthetic dataset. It has eight dimensions. The data records of this dataset describe normally distributed noise. This dataset has 200 records.
normal-400.tab Sep 27, 2022 - Replication Data for: "Slope-Dependent Rendering of Parallel Coordinates to Reduce Density Distortion and Ghost Clusters" Tabular Data - 56.8 KB - 9 Variables, 400 Observations - UNF:6:6K/EfO5zrRNnXD/eXV5TXA== This file contains a synthetic dataset. It has eight numeric dimensions. The data records of this dataset describe normally distributed noise. This dataset has 400 records.
normal-800.tab 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.tab 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.tab 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.tab 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.tab 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.tab 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.tab 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

normal-100.tab

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

Tabular Data - 14.2 KB - 9 Variables, 100 Observations -

This file contains a synthetic dataset. It has eight dimensions. The data records of this dataset describe normally distributed noise. This dataset has 100 records.

normal-200.tab

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

Tabular Data - 28.3 KB - 9 Variables, 200 Observations -

This file contains a synthetic dataset. It has eight dimensions. The data records of this dataset describe normally distributed noise. This dataset has 200 records.

normal-400.tab

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

Tabular Data - 56.8 KB - 9 Variables, 400 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 400 records.

normal-800.tab

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.tab

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.tab

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.tab

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.tab

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.tab

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.tab

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

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