Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Case study: Data Mining of Associate Degree Accepted Candidates by
  Modular Method   Since about 10 years ago, University of Applied Science and Technology (UAST)
in Iran has admitted students in discontinuous associate degree by modular
method, so that almost 100,000 students are accepted every year. Although the
first aim of holding such courses was to improve scientific and skill level of
employees, over time a considerable group of unemployed people have been
interested to participate in these courses. According to this fact, in this
paper, we mine and analyze a sample data of accepted candidates in modular 2008
and 2009 courses by using unsupervised and supervised learning paradigms. In
the first step, by using unsupervised paradigm, we grouped (clustered) set of
modular accepted candidates based on their student status and labeled data sets
by three classes so that each class somehow shows educational and student
status of modular accepted candidates. In the second step, by using supervised
and unsupervised algorithms, we generated predicting models in 2008 data sets.
Then, by making a comparison between performances of generated models, we
selected predicting model of association rules through which some rules were
extracted. Finally, this model is executed for Test set which includes accepted
candidates of next course then by evaluation of results, the percentage of
correctness and confidentiality of obtained results can be viewed.

2
The categories of this paper are: math
9
The categories of this paper are: nlin
29
The categories of this paper are: funct-an
4
The categories of this paper are: cond-mat
0
The categories of this paper are: hep-ph
31
The categories of this paper are: ao-sci
30
The categories of this paper are: q-alg
18
The categories of this paper are: econ
5
The categories of this paper are: gr-qc
3
The categories of this paper are: physics
27
The categories of this paper are: comp-gas
11
The categories of this paper are: hep-lat
12
The categories of this paper are: nucl-th
22
The categories of this paper are: chao-dyn
32
The categories of this paper are: atom-ph
14
The categories of this paper are: math-ph