Ahmad Hassanat
Ahmad Hassanat
Professor of computer science, Mutah University
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Choosing mutation and crossover ratios for genetic algorithms—a review with a new dynamic approach
A Hassanat, K Almohammadi, E Alkafaween, E Abunawas, A Hammouri, ...
Information 10 (12), 390, 2019
Effects of distance measure choice on k-nearest neighbor classifier performance: a review
HA Abu Alfeilat, ABA Hassanat, O Lasassmeh, AS Tarawneh, ...
Big data 7 (4), 221-248, 2019
Solving the Problem of the K Parameter in the KNN Classifier Using an Ensemble Learning Approach
AB Hassanat, MA Abbadi, GA Altarawneh, AA Alhasanat
International Journal of Computer Science and Information Security 12 (8), 33-39, 2014
Detecting Distributed Denial of Service Attacks Using Data Mining Techniques
M Alkasassbeh, G Al-Naymat, ABA Hassanat, M Almseidin
International Journal of Advanced Computer Science & Applications 7 (1), 436-445, 2016
Distance and similarity measures effect on the performance of K-nearest neighbor classifier--a review
VB Prasath, HAA Alfeilat, A Hassanat, O Lasassmeh, AS Tarawneh, ...
arXiv preprint arXiv:1708.04321, 2017
On enhancing genetic algorithms using new crossovers
A Hassanat, E Alkafaween
International Journal of Computer Applications in Technology 55 (3), 2017
Stop oversampling for class imbalance learning: A review
AS Tarawneh, AB Hassanat, GA Altarawneh, A Almuhaimeed
IEEE Access 10, 47643-47660, 2022
Smotefuna: Synthetic minority over-sampling technique based on furthest neighbour algorithm
AS Tarawneh, ABA Hassanat, K Almohammadi, D Chetverikov, ...
IEEE Access 8, 59069-59082, 2020
An Improved Genetic Algorithm with a New Initialization Mechanism Based on Regression Techniques
A Hassanat, S Prasath, M Abbadi, S Abu-Qdari, H Faris
Information 9 (7), 167, 2018
Dimensionality Invariant Similarity Measure
AB Hassanat
Journal of American Science 10 (8), 221-226, 2014
Detailed investigation of deep features with sparse representation and dimensionality reduction in cbir: A comparative study
AS Tarawneh, C Celik, AB Hassanat, D Chetverikov
Intelligent Data Analysis 24 (1), 47-68, 2020
Visual Speech Recognition
A Hassanat
Speech Technologies I 2, 2011
Two-point-based binary search trees for accelerating big data classification using KNN
ABA Hassanat
PloS one 13 (11), e0207772, 2018
Invoice classification using deep features and machine learning techniques
AS Tarawneh, AB Hassanat, D Chetverikov, I Lendak, C Verma
2019 IEEE Jordan International Joint Conference on Electrical Engineering …, 2019
Furthest-pair-based binary search tree for speeding big data classification using k-nearest neighbors
ABA Hassanat
Big Data 6 (3), 225-235, 2018
Effects of distance measure choice on knn classifier performance-a review
VS Prasatha, HAA Alfeilate, AB Hassanate, O Lasassmehe, ...
arXiv preprint arXiv:1708.04321 56, 2017
Predicting compressive strength of cement-stabilized rammed earth based on SEM images using computer vision and deep learning
P Narloch, A Hassanat, AS Tarawneh, H Anysz, J Kotowski, ...
Applied Sciences 9 (23), 5131, 2019
Deep face image retrieval: A comparative study with dictionary learning
AS Tarawneh, AB Hassanat, C Celik, D Chetverikov, MS Rahman, ...
2019 10th International Conference on Information and Communication Systems …, 2019
Norm-based binary search trees for speeding up knn big data classification
ABA Hassanat
Computers 7 (4), 54, 2018
Color-based object segmentation method using artificial neural network
ABA Hassanat, M Alkasassbeh, M Al-awadi, AA Esra'a
Simulation Modelling Practice and Theory 64, 3-17, 2016
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