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Modelling and predicting student's academic performance using classification data mining techniques

Raza Hasan; Sellappan Palaniappan; Salman Mahmood; … - In: International journal of business information systems : … 34 (2020) 3, pp. 403-422

Persistent link: https://www.econbiz.de/10012253494

Comparison of different classification techniques for educational data

Pabreja, Kavita - In: International journal of information systems in the … 9 (2017) 1, pp. 54-67

Persistent link: https://www.econbiz.de/10011655468

Managing uncertainty in ferry terminals : a machine learning approach

Ansorena, Iñigo L.; Lopez Ansorena, César - In: International journal of business information systems : … 33 (2020) 2, pp. 285-297

Persistent link: https://www.econbiz.de/10012172529

An investigation of the effect of variable reduction on classification accuracy rates of consumer loans

Zurada, Jozef - In: Review of business information systems 17 (2013) 4, pp. 135-139

Persistent link: https://www.econbiz.de/10010231895

Profit driven decision trees for churn prediction

Höppner, Sebastiaan; Stripling, Eugen; Baesens, Bart; … - In: European journal of operational research : EJOR 284 (2020) 3, pp. 920-933

Persistent link: https://www.econbiz.de/10012238921

A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees

Caigny, Arno de; Coussement, Kristof; De Bock, Koen W. - In: European journal of operational research : EJOR 269 (2018) 2, pp. 760-772

Persistent link: https://www.econbiz.de/10011864442

Generating simple classification rules to predict local surges in COVID-19 hospitalizations

Yaesoubi, Reza; You, Shiying; Xi, Qin; Menzies, Nicolas A. - In: Health care management science : a new journal serving … 26 (2023) 2, pp. 301-312

Persistent link: https://www.econbiz.de/10014315728

Machine learning-based classifiers ensemble for credit risk assessment

Pandey, Trilok Nath; Jagadev, Alok Kumar; Choudhury, D.; … - In: International journal of electronic finance : IJEF 7 (2013) 3/4, pp. 227-249

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Improving accuracy of students' final grade prediction model using optimal equal width binning and synthetic minority over-sampling technique

Jishan, Syed; Rashu, Raisul; Haque, Naheena; Rahman, … - In: Decision Analytics 2 (2015), pp. 1-25

There is a perpetual elevation in demand for higher education in the last decade all over the world; therefore, the need for improving the education system is imminent. Educational data mining is a newly-visible area in the field of data mining and it can be applied to better understanding the...

Persistent link: https://www.econbiz.de/10010531019

Cost-sensitive decision tree induction with label-dependent late constraints

Kao, Hung-pin; Tang, Kwei - In: INFORMS journal on computing : JOC 26 (2014) 2, pp. 238-252

Persistent link: https://www.econbiz.de/10010362445

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