Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: An Analytical Survey on Recent Trends in High Dimensional Data
  Visualization   Data visualization is the process by which data of any size or dimensionality
is processed to produce an understandable set of data in a lower
dimensionality, allowing it to be manipulated and understood more easily by
people. The goal of our paper is to survey the performance of current
high-dimensional data visualization techniques and quantify their strengths and
weaknesses through relevant quantitative measures, including runtime, memory
usage, clustering quality, separation quality, global structure preservation,
and local structure preservation. To perform the analysis, we select a subset
of state-of-the-art methods. Our work shows how the selected algorithms produce
embeddings with unique qualities that lend themselves towards certain tasks,
and how each of these algorithms are constrained by compute resources.

13
The categories of this paper are: quant-ph
31
The categories of this paper are: ao-sci
0
The categories of this paper are: hep-ph
9
The categories of this paper are: nlin
25
The categories of this paper are: patt-sol
36
The categories of this paper are: cmp-lg
3
The categories of this paper are: physics
34
The categories of this paper are: chem-ph
37
The categories of this paper are: supr-con
5
The categories of this paper are: gr-qc
14
The categories of this paper are: math-ph
23
The categories of this paper are: solv-int
24
The categories of this paper are: dg-ga
8
The categories of this paper are: hep-ex
6
The categories of this paper are: astro-ph
16
The categories of this paper are: stat