A Multi-task Comparative Study on Scatter Plots and Parallel Coordinates Plots

2015 ◽  
Vol 34 (3) ◽  
pp. 261-270 ◽  
Author(s):  
Rassadarie Kanjanabose ◽  
Alfie Abdul-Rahman ◽  
Min Chen
Keyword(s):  
Comparative Study ◽  
Parallel Coordinates ◽  
Scatter Plots

scholarly journals Virtual Reality-Based Parallel Coordinates Plots Enhanced with Explainable AI and Data-Science Analytics for Decision-Making Processes

2021 ◽  
Vol 12 (1) ◽  
pp. 331
Author(s):  
Szymon Bobek ◽  
Sławomir K. Tadeja ◽  
Łukasz Struski ◽  
Przemysław Stachura ◽  
Timoleon Kipouros ◽  
...  
Keyword(s):  
Virtual Reality ◽  
Data Science ◽  
Clustering Algorithms ◽  
Multi Objective Optimization ◽  
Parallel Coordinates ◽  
Multidimensional Datasets ◽  
Analytical Work ◽  
Importance Analysis ◽  
Scatter Plots ◽  
Decision Making Processes

We present a refinement of the Immersive Parallel Coordinates Plots (IPCP) system for Virtual Reality (VR). The evolved system provides data-science analytics built around a well-known method for visualization of multidimensional datasets in VR. The data-science analytics enhancements consist of importance analysis and a number of clustering algorithms including a novel SuMC (Subspace Memory Clustering) solution. These analytical methods were applied to both the main visualizations and supporting cross-dimensional scatter plots. They automate part of the analytical work that in the previous version of IPCP had to be done by an expert. We test the refined system with two sample datasets that represent the optimum solutions of two different multi-objective optimization studies in turbomachinery. The first one describes 54 data items with 29 dimensions (DS1), and the second 166 data items with 39 dimensions (DS2). We include the details of these methods as well as the reasoning behind selecting some methods over others.

Author response for "Laminar distribution of cortical projection neurons to the pulvinar: A comparative study in cats and mice"

2020 ◽  
Author(s):  
Bruno Oliveira Ferreira de Souza ◽  
Éve‐Marie Frigon ◽  
Robert Tremblay‐Laliberté ◽  
Christian Casanova ◽  
Denis Boire
Keyword(s):  
Comparative Study ◽  
Author Response ◽  
Projection Neurons ◽  
Cortical Projection ◽  
Laminar Distribution

Structural and functional properties of Escherichia coli-derived nucleoplasmin A comparative study of recombinant and natural proteins

2001 ◽  
Vol 268 (6) ◽  
pp. 1739-1748
Author(s):  
Aitor Hierro ◽  
Jesus M. Arizmendi ◽  
Javier De Las Rivas ◽  
M. Angeles Urbaneja ◽  
Adelina Prado ◽  
...  
Keyword(s):  
Escherichia Coli ◽  
Comparative Study ◽  
Functional Properties ◽  
Structural And Functional Properties
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