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Stop Oversampling for Class Imbalance Learning: A Critical Review



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



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



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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Deep Face Image Retrieval: a Comparative Study with Dictionary Learning



Ahmad S. Tarawneh , Ahmad B. A. Hassanat , Ceyhun Celik , Dmitry Chetverikov , M. Sohel Rahman , Chaman Verma


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



Ahmad S. Tarawneh , Ceyhun Celik , Ahmad B. Hassanat , Dmitry Chetverikov


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Victory Sign Biometric for Terrorists Identification



Ahmad B. A. Hassanat , Mahmoud B. Alhasanat , Mohammad Ali Abbadi , Eman Btoush , Mouhammd Al-Awadi , Ahmad S. Tarawneh

* 7 pages, 5 figures, 4 tables, 26 references 

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