no code implementations • 17 Sep 2014 • Ahmad Basheer Hassanat
Lip reading is used to understand or interpret speech without hearing it, a technique especially mastered by people with hearing difficulties.
no code implementations • 2 Sep 2014 • Ahmad Basheer Hassanat, Mohammad Ali Abbadi, Ghada Awad Altarawneh, Ahmad Ali Alhasanat
This paper presents a new solution for choosing the K parameter in the k-nearest neighbor (KNN) algorithm, the solution depending on the idea of ensemble learning, in which a weak KNN classifier is used each time with a different K, starting from one to the square root of the size of the training set.
no code implementations • 2 Sep 2014 • Ahmad Basheer Hassanat
This paper presents a visual passwords system to increase security.
no code implementations • 2 Sep 2014 • Ahmad Basheer Hassanat
This paper presents a new similarity measure to be used for general tasks including supervised learning, which is represented by the K-nearest neighbor classifier (KNN).