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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...

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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

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Selecting classifiers for an ensemble : an integrated ensemble generation procedure

Osei-Bryson, Kweku-Muata - In: Knowledge discovery process and methods to enhance …, (pp. 327-346). 2015

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A comparative analysis of machine learning algorithms for image classification : evaluating performance

Kapse, Manohar; Elangovan, N.; Lalkiya, M.; Deshpande, … - In: Data-Driven Decision Making, (pp. 59-75). 2024

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Enhanced approach for ECG classification based on wavelet transform and decision tree models

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A hybrid classification-based model for automatic text summarisation using machine learning approaches : CBS-ID3MV

Hannah, M. Esther - In: International journal of product development : IJPD 23 (2019) 2/3, pp. 201-211

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Applying intelligent methods in detecting maritime smuggling

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Revisiting column-generation-based matheuristic for learning classification trees

Patel, Krunal Kishor; Desaulniers, Guy; Lodi, Andrea - 2023

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Kostensensitive Klassifikation mit Random Forest : eine Untersuchung zum Potenzial erweiterter Entscheidungsbaumverfahren

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