Apriori Algorithm and Decision Tree Classification Methods to Mine Educational Data for Evaluating Graduate Admissions to US Universities

Author:

Manjunath Pranav,Naidu Kushal

Publisher

Springer Singapore

Reference13 articles.

1. Jha J, Ragha L (2013) Educational data mining using improved Apriori algorithm. Int J Inf Comput Technol 3(5):411–418. ISSN 0974-2239

2. Hastie TJ, Tibshirani RJ, Friedman JH (2009) The elements of statistical learning: data mining inference and prediction, 2nd ed. Springer. ISBN 978-0-387-84857-0

3. Surjeet K, Yadav, Bharadwaj, B. Pal B (2012) Data mining applications: a comparative study for predicting student’s performance. Int J Innov Technol Creat Eng 1(12)

4. Mashat AF, Fouad MM, Yu PS, Gharib TF (2013) Discovery of association rules from university admission system data. Int J Mod Educ Comput Sci 4:1–7

5. Mashat A, Fouad M, Yu P, Gharib T (2012) A decision tree classification model for university admission system. J Adv Comput Sci Appl (IJACSA) 3. https://doi.org/10.14569/IJACSA.2012.031003

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