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Stop Oversampling for Class Imbalance Learning: A Critical Review


Feb 04, 2022
Ahmad B. Hassanat, Ahmad S. Tarawneh, Ghada A. Altarawneh

* 19 pages, 5 figures, 4 tables, and more than 72 m=oversampling methods reviewed 

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Fuzzy Win-Win: A Novel Approach to Quantify Win-Win Using Fuzzy Logic


Dec 13, 2021
Ahmad B. Hassanat, Ghada A. Altarawneh, Ahmad S. Tarawneh

* 25 pages, 5 figures 

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Deep learning for identification and face, gender, expression recognition under constraints


Nov 02, 2021
Ahmad B. Hassanat, Abeer Albustanji, Ahmad S. Tarawneh, Malek Alrashidi, Hani Alharbi, Mohammed Alanazi, Mansoor Alghamdi, Ibrahim S Alkhazi, V. B. Surya Prasath

* Submitted to International Journal of Biometrics 

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Detailed Investigation of Deep Features with Sparse Representation and Dimensionality Reduction in CBIR: A Comparative Study


Nov 23, 2018
Ahmad S. Tarawneh, Ceyhun Celik, Ahmad B. Hassanat, Dmitry Chetverikov


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Greedy Algorithms for Approximating the Diameter of Machine Learning Datasets in Multidimensional Euclidean Space


Aug 10, 2018
Ahmad B. Hassanat

* 15 pages, 7 tables 

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