Browsing by Author "Yahyaoui, Amani"

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Automatic Video Indexing and Retrieval System for Turkish Videos

Rasheed, Jawad; Jamil, Akhtar; Yahyaoui, Amani; Madey, Ahmed Sheikh Abdullahi (Ieee, 2020)

A continual increase in multimedia data needs a sophisticated automatic video indexing and retrieval system based on its content. This paper exploited statistical feature along with some morphological operations to detect ...
Decision support system based on the support vector machines and the adaptive support vector machines algorithm for solving chest disease diagnosis problems

Yahyaoui, Amani; Yumuşak, Nejat (Scientific Publishers of India, 2018)

Several diseases threaten human health by affecting longevity and its well-being in many ways. Among them, chest diseases as Tuberculosis (TB), Chronic Obstructive Pulmonary Disease (COPD), pneumonia, asthma, and lung ...
A decision support system for diabetes prediction using machine learning and deep learning techniques

Yahyaoui, Amani; Jamil, Akhtar; Rasheed, Jawad; Yesiltepe, Mirsat (Institute of Electrical and Electronics Engineers Inc., 2019)

With the continuing increase in the number of the deadly diseases that threaten both human health and life, medical Decision Support Systems (DSS) continue to prove their effectiveness in providing physicians and other ...