Search Results for author: Ahmad B. A. Hassanat

Found 10 papers, 1 papers with code

Deep Face Image Retrieval: a Comparative Study with Dictionary Learning

no code implementations13 Dec 2018 Ahmad S. Tarawneh, Ahmad B. A. Hassanat, Ceyhun Celik, Dmitry Chetverikov, M. Sohel Rahman, Chaman Verma

The comparative results of the experiments conducted on three standard face image datasets show that the best performers for face image retrieval are Alexlayer7 with $K$-means and SSF, Alexlayer6 with $K$-SVD and SSF, and Alexlayer6 with $K$-means and SSF.

Dictionary Learning Face Image Retrieval +1

Improving TSP Solutions Using GA with a New Hybrid Mutation Based on Knowledge and Randomness

1 code implementation22 Jan 2018 Esra'a Alkafaween, Ahmad B. A. Hassanat

The mutation operator is one of the key success factors in GA, as it is considered the exploration operator of GA.

Traveling Salesman Problem

On Enhancing Genetic Algorithms Using New Crossovers

no code implementations8 Jan 2018 Ahmad B. A. Hassanat, Esra'a Alkafaween

Novel crossover operators are proposed such as the Collision crossover, which is based on the physical rules of elastic collision, in addition to proposing two selection strategies for the crossover operators, one of which is based on selecting the best crossover operator and the other randomly selects any operator.

Distance and Similarity Measures Effect on the Performance of K-Nearest Neighbor Classifier -- A Review

no code implementations14 Aug 2017 V. B. Surya Prasath, Haneen Arafat Abu Alfeilat, Ahmad B. A. Hassanat, Omar Lasassmeh, Ahmad S. Tarawneh, Mahmoud Bashir Alhasanat, Hamzeh S. Eyal Salman

This review attempts to answer this question through evaluating the performance (measured by accuracy, precision and recall) of the KNN using a large number of distance measures, tested on a number of real-world datasets, with and without adding different levels of noise.

Enhancing Genetic Algorithms using Multi Mutations

no code implementations26 Feb 2016 Ahmad B. A. Hassanat, Esra'a Alkafaween, Nedal A. Al-Nawaiseh, Mohammad A. Abbadi, Mouhammd Al-kasassbeh, Mahmoud B. Alhasanat

Mutation is one of the most important stages of the genetic algorithm because of its impact on the exploration of global optima, and to overcome premature convergence.

Victory Sign Biometric for Terrorists Identification

no code implementations26 Feb 2016 Ahmad B. A. Hassanat, Mahmoud B. Alhasanat, Mohammad Ali Abbadi, Eman Btoush, Mouhammd Al-Awadi, Ahmad S. Tarawneh

Simple measurements for the fingers, in addition to the Hu Moments for the areas of the fingers were used to extract the geometric features of the shown part of the hand shown after segmentation.

Rule-and Dictionary-based Solution for Variations in Written Arabic Names in Social Networks, Big Data, Accounting Systems and Large Databases

no code implementations18 Feb 2015 Ahmad B. A. Hassanat, Ghada Awad Altarawneh

Creating the dictionary automatically based on rules resulted in at least 7% erroneous acceptance errors and 7. 9% erroneous rejection errors.

On Enhancing The Performance Of Nearest Neighbour Classifiers Using Hassanat Distance Metric

no code implementations4 Jan 2015 Mouhammd Al-kasassbeh, Ghada A. Altarawneh, Ahmad B. A. Hassanat

We showed in this work how the Hassanat distance metric enhances the performance of the nearest neighbour classifiers.

Bypassing Captcha By Machine A Proof For Passing The Turing Test

no code implementations3 Sep 2014 Ahmad B. A. Hassanat

We show that some CAPTCHAs are easily broken using a simple OCR machine built for the purpose of this study.

Optical Character Recognition Optical Character Recognition (OCR)

Visual Speech Recognition

no code implementations3 Sep 2014 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.

Audio-Visual Speech Recognition Lip Reading +6

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