Search Results for author: Ahmad Basheer Hassanat

Found 4 papers, 0 papers with code

Visual Words for Automatic Lip-Reading

no code implementations17 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.

Lip Reading speech-recognition +1

Solving the Problem of the K Parameter in the KNN Classifier Using an Ensemble Learning Approach

no code implementations2 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.

Ensemble Learning

Dimensionality Invariant Similarity Measure

no code implementations2 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).

Visual Passwords Using Automatic Lip Reading

no code implementations2 Sep 2014 Ahmad Basheer Hassanat

This paper presents a visual passwords system to increase security.

Lip Reading

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