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20142026
most citedDistance and Similarity Measures Effect on the Performance of K-Nearest Neighbor Classifier -- A Review

674 citations · 1k across the 21 of their papers we have counts for

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Showing 2014Show all

6 papers · 1 filter

cs.CV2014★ 23 cited

Visual Words for Automatic Lip-Reading

Ahmad Basheer Hassanat

Lip reading is used to understand or interpret speech without hearing it, a technique especially mastered by people with hearing difficulties. The ability to lip read enables a per…

cs.CV2014★ 43 cited

Visual Speech Recognition

Ahmad B. A. Hassanat

Lip reading is used to understand or interpret speech without hearing it, a technique especially mastered by people with hearing difficulties. The ability to lip read enables a per…

cs.CV2014★ 5 cited

Bypassing Captcha By Machine A Proof For Passing The Turing Test

Ahmad B. A. Hassanat

For the last ten years, CAPTCHAs have been widely used by websites to prevent their data being automatically updated by machines. By supposedly allowing only humans to do so, CAPTC…

cs.CV2014★ 14 cited

Visual Passwords Using Automatic Lip Reading

Ahmad Basheer Hassanat

This paper presents a visual passwords system to increase security. The system depends mainly on recognizing the speaker using the visual speech signal alone. The proposed scheme w…

cs.LG2014★ 13 cited

Dimensionality Invariant Similarity Measure

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). The propos…

cs.LG2014★ 172 cited

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

Ahmad Basheer Hassanat, Mohammad Ali Abbadi, Ghada Awad Altarawneh +1

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…