A data-driven approach to predict first-year students’ academic success in higher education institutions

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text

The use of the area under the ROC curve in the evaluation of machine learning algorithms

Andrew P. Bradley · Pattern Recognition · 1997 · 7.2K citations · Full text

Computing, Biostatistics, Computer Science +14

Neural networks — A comprehensive foundation

Tadeusz Wilusz · Neurocomputing · 1995 · 2.9K citations

Computing, Computer Science, Artificial Intelligence +13

Research and Practice of Student Retention: What Next?

Vincent Tinto · Journal of College Student Retention Research Theory & Practice · 2006 · 1.7K citations

Education, Educational Administration, Higher Education +12