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ORCIDAhmad B. A. Hassanat
Person information
- affiliation: Mu'tah University, Karak, Jordan
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2020 – today
- 2024
[j23]Manssour Habbash
, Sami Mnasri, Mansoor Alghamdi, Malek Q. Alrashidi, Ahmad S. Tarawneh, Abdullah Gumair, Ahmad B. A. Hassanat:
Recognition of Arabic Accents From English Spoken Speech Using Deep Learning Approach. IEEE Access 12: 37219-37230 (2024)- [c4]Mohimenul Kabir, Jaiaid Mobin, Ahmad B. A. Hassanat, M. Sohel Rahman:
Image Contrast Enhancement using Fuzzy Logic with Metaheuristics. NSysS 2024: 163-171 - 2023
- [j22]Ahmad S. Tarawneh, Eman S. Alamri, Najah Noori Al-Saedi, Mohammad Alauthman, Ahmad Basheer Hassanat:
CTELC: A Constant-Time Ensemble Learning Classifier Based on KNN for Big Data. IEEE Access 11: 89791-89802 (2023) - [c3]Ibraheem M. Alkhawaldeh, Ghada Awad Altarawneh, Mohammad Al-Jafari, Mahmoud S. Abdelgalil, Ahmad S. Tarawneh, Ahmad B. A. Hassanat:
A Machine Learning Approach for Predicting Lung Metastases and Three-Month Prognostic Factors in Hepatocellular Carcinoma Patients Using SEER Data. ISCC 2023: 1-5 - [c2]Ahmad B. A. Hassanat, Ghada Awad Altarawneh, Ibraheem M. Alkhawaldeh, Yasmeen Jamal Alabdallat, Amir F. Atiya, Ahmad Abujaber, Ahmad S. Tarawneh:
The Jeopardy of Learning from Over-Sampled Class-Imbalanced Medical Datasets. ISCC 2023: 1-7 - [i22]Mohimenul Kabir, Jaiaid Mobin, Ahmad B. A. Hassanat, M. Sohel Rahman:
Image Contrast Enhancement using Fuzzy Technique with Parameter Determination using Metaheuristics. CoRR abs/2301.12682 (2023) - 2022
- [j21]Ahmad B. A. Hassanat, Hasan N. Ali, Ahmad S. Tarawneh, Malek Q. Alrashidi, Mansoor Alghamdi, Ghada Awad Altarawneh, Mohammad Ali Abbadi:
Magnetic Force Classifier: A Novel Method for Big Data Classification. IEEE Access 10: 12592-12606 (2022) - [j20]Ahmad S. Tarawneh, Ahmad B. A. Hassanat, Ghada Awad Altarawneh, Abdullah Almuhaimeed:
Stop Oversampling for Class Imbalance Learning: A Review. IEEE Access 10: 47643-47660 (2022) - [j19]Ahmad B. A. Hassanat, Abeer Albustanji, Ahmad S. Tarawneh, Malek Q. Alrashidi, Hani Alharbi, Mohammed Alanazi, Mansoor Alghamdi, Ibrahim S. Alkhazi, V. B. Surya Prasath:
DeepVeil: deep learning for identification of face, gender, expression recognition under veiled conditions. Int. J. Biom. 14(3/4): 453-480 (2022) - [i21]Ahmad Basheer Hassanat, Ahmad S. Tarawneh, Ghada Awad Altarawneh:
Stop Oversampling for Class Imbalance Learning: A Critical Review. CoRR abs/2202.03579 (2022) - 2021
- [j18]Issam El Khadiri, Youssef El Merabet, Ahmad S. Tarawneh, Yassine Ruichek, Dmitry Chetverikov, Raja Touahni, Ahmad B. A. Hassanat:
Petersen Graph Multi-Orientation Based Multi-Scale Ternary Pattern (PGMO-MSTP): An Efficient Descriptor for Texture and Material Recognition. IEEE Trans. Image Process. 30: 4571-4586 (2021) - [i20]Ahmad Basheer Hassanat, Abeer Albustanji, Ahmad S. Tarawneh, Malek Q. Alrashidi, Hani Alharbi, Mohammed Alanazi, Mansoor Alghamdi, Ibrahim S. Alkhazi, V. B. Surya Prasath:
Deep learning for identification and face, gender, expression recognition under constraints. CoRR abs/2111.01930 (2021) - [i19]Ahmad Basheer Hassanat, Ghada Awad Altarawneh, Ahmad S. Tarawneh:
Fuzzy Win-Win: A Novel Approach to Quantify Win-Win Using Fuzzy Logic. CoRR abs/2112.07045 (2021) - 2020
- [j17]Ahmad S. Tarawneh, Ahmad B. A. Hassanat, Khalid Almohammadi, Dmitry Chetverikov, Colin Bellinger:
SMOTEFUNA: Synthetic Minority Over-Sampling Technique Based on Furthest Neighbour Algorithm. IEEE Access 8: 59069-59082 (2020) - [j16]Ahmad S. Tarawneh, Ceyhun Celik, Ahmad B. A. Hassanat, Dmitry Chetverikov:
Detailed investigation of deep features with sparse representation and dimensionality reduction in CBIR: A comparative study. Intell. Data Anal. 24(1): 47-68 (2020) - [j15]Nazeeh Ghatasheh, Hossam Faris, Ruba Abukhurma, Pedro A. Castillo, Nailah Al-Madi, Antonio Miguel Mora, Ala' M. Al-Zoubi, Ahmad Basheer Hassanat:
Cost-sensitive ensemble methods for bankruptcy prediction in a highly imbalanced data distribution: a real case from the Spanish market. Prog. Artif. Intell. 9(4): 361-375 (2020)
2010 – 2019
- 2019
- [j14]Haneen Arafat Abu Alfeilat, Ahmad B. A. Hassanat, Omar Lasassmeh, Ahmad S. Tarawneh, Mahmoud Bashir Alhasanat, Hamzeh Eyal Salman, V. B. Surya Prasath:
Effects of Distance Measure Choice on K-Nearest Neighbor Classifier Performance: A Review. Big Data 7(4): 221-248 (2019) - [j13]Alaa Alqatawneh, Rania Alhalaseh, Ahmad B. A. Hassanat, Mohammad Ali Abbadi:
Statistical-Hypothesis-Aided Tests for Epilepsy Classification. Comput. 8(4): 84 (2019) - [j12]Ahmad B. A. Hassanat, Khalid Almohammadi, Esra'a Alkafaween, Eman Abunawas, Awni Mansoar Hammouri, V. B. Surya Prasath:
Choosing Mutation and Crossover Ratios for Genetic Algorithms - A Review with a New Dynamic Approach. Inf. 10(12): 390 (2019) - 2018
- [j11]Ahmad B. A. Hassanat:
Furthest-Pair-Based Binary Search Tree for Speeding Big Data Classification Using K-Nearest Neighbors. Big Data 6(3): 225-235 (2018) - [j10]Ahmad B. A. Hassanat:
Norm-Based Binary Search Trees for Speeding Up KNN Big Data Classification. Comput. 7(4): 54 (2018) - [j9]Ahmad B. A. Hassanat:
On Identifying Terrorists Using Their Victory Signs. Data Sci. J. 17: 27 (2018) - [j8]Ahmad B. A. Hassanat, Ghada Awad Altarawneh, Ahmad S. Tarawneh, Hossam Faris, Mahmoud Bashir Alhasanat, Alex J. de Voogt, Baker Al-Rawashdeh, Mohammed Alshamaileh, V. B. Surya Prasath:
On Computerizing the Ancient Game of Ṭāb. Int. J. Gaming Comput. Mediat. Simulations 10(3): 20-40 (2018) - [j7]Ahmad B. A. Hassanat, V. B. Surya Prasath, Mohammad Ali Abbadi, Salam Amer Abu-Qdari, Hossam Faris:
An Improved Genetic Algorithm with a New Initialization Mechanism Based on Regression Techniques. Inf. 9(7): 167 (2018) - [j6]Ahmad B. A. Hassanat:
Furthest-Pair-Based Decision Trees: Experimental Results on Big Data Classification. Inf. 9(11): 284 (2018) - [j5]Ahmad B. A. Hassanat, V. B. Surya Prasath, Mouhammd Alkasassbeh, Ahmad S. Tarawneh, Ahmad Al-Shamailh:
Magnetic energy-based feature extraction for low-quality fingerprint images. Signal Image Video Process. 12(8): 1471-1478 (2018) - [i18]Ahmad B. A. Hassanat, Esra'a Alkafaween:
On Enhancing Genetic Algorithms Using New Crossovers. CoRR abs/1801.02335 (2018) - [i17]Esra'a Alkafaween, Ahmad B. A. Hassanat:
Improving TSP Solutions Using GA with a New Hybrid Mutation Based on Knowledge and Randomness. CoRR abs/1801.07233 (2018) - [i16]Ahmad S. Tarawneh, Dmitry Chetverikov, Ahmad Basheer Hassanat:
Pilot Comparative Study of Different Deep Features for Palmprint Identification in Low-Quality Images. CoRR abs/1804.04602 (2018) - [i15]Ahmad B. A. Hassanat:
Greedy Algorithms for Approximating the Diameter of Machine Learning Datasets in Multidimensional Euclidean Space. CoRR abs/1808.03566 (2018) - [i14]Ahmad S. Tarawneh, Ceyhun Celik, Ahmad Basheer Hassanat, Dmitry Chetverikov:
Detailed Investigation of Deep Features with Sparse Representation and Dimensionality Reduction in CBIR: A Comparative Study. CoRR abs/1811.09681 (2018) - [i13]Ahmad S. Tarawneh, Ahmad B. A. Hassanat, Ceyhun Celik, Dmitry Chetverikov, M. Sohel Rahman, Chaman Verma:
Deep Face Image Retrieval: a Comparative Study with Dictionary Learning. CoRR abs/1812.05490 (2018) - 2017
- [j4]Ahmad B. A. Hassanat, V. B. Surya Prasath, Bassam M. Al-Mahadeen, Samaher Madallah Moslem Alhasanat:
Classification and gender recognition from veiled-faces. Int. J. Biom. 9(4): 347-364 (2017) - [j3]Ahmad B. A. Hassanat, Esra'a Alkafaween:
On enhancing genetic algorithms using new crossovers. Int. J. Comput. Appl. Technol. 55(3): 202-212 (2017) - [j2]Ahmad B. A. Hassanat, V. B. Surya Prasath, Khalil I. Mseidein, Mouhammd Mahmoud Al-Awadi, Awni Mansoar Hammouri:
A HybridWavelet-Shearlet Approach to Robust Digital ImageWatermarking. Informatica (Slovenia) 41(1) (2017) - [c1]Ragaad AlTarawneh, Manal Alkoshman, Yousef Nabeel, Shah Rukh Humayoun, Ahmad B. A. Hassanat:
The Story of Designing an Educational Mobile Application for Children in South of Jordan. BCS HCI 2017 - [i12]V. B. Surya Prasath, Haneen Arafat Abu Alfeilat, Omar Lasassmeh, Ahmad B. A. Hassanat:
Distance and Similarity Measures Effect on the Performance of K-Nearest Neighbor Classifier - A Review. CoRR abs/1708.04321 (2017) - 2016
- [j1]Ahmad B. A. Hassanat, Mouhammd Alkasassbeh, Mouhammd Mahmoud Al-Awadi, Esra'a A. A. Alhasanat:
Color-based object segmentation method using artificial neural network. Simul. Model. Pract. Theory 64: 3-17 (2016) - [i11]Ahmad B. A. Hassanat, Esra'a Alkafaween, Nedal A. Al-Nawaiseh, Mohammad Ali Abbadi, Mouhammd Alkasassbeh, Mahmoud Bashir Alhasanat:
Enhancing Genetic Algorithms using Multi Mutations. CoRR abs/1602.08313 (2016) - [i10]Ahmad B. A. Hassanat, Mahmoud Bashir Alhasanat, Mohammad Ali Abbadi, Eman Btoush, Mouhammd Mahmoud Al-Awadi, Ahmad S. Tarawneh:
Victory Sign Biometric for Terrorists Identification. CoRR abs/1602.08325 (2016) - [i9]Ahmad B. A. Hassanat, Esra'a Alkafaween, Nedal A. Al-Nawaiseh, Mohammad Ali Abbadi, Mouhammd Alkasassbeh, Mahmoud Bashir Alhasanat:
Enhancing genetic algorithms using multi mutations. PeerJ Prepr. 4: e2187 (2016) - 2015
- [i8]Mouhammd Alkasassbeh, Ghada Awad Altarawneh, Ahmad B. A. Hassanat:
On Enhancing The Performance Of Nearest Neighbour Classifiers Using Hassanat Distance Metric. CoRR abs/1501.00687 (2015) - [i7]Ahmad B. A. Hassanat, Ghada Awad Altarawneh:
Rule-and Dictionary-based Solution for Variations in Written Arabic Names in Social Networks, Big Data, Accounting Systems and Large Databases. CoRR abs/1502.05441 (2015) - 2014
- [i6]Ahmad Basheer Hassanat, Mohammad Ali Abbadi, Ghada Awad Altarawneh, Ahmad Ali Alhasanat:
Solving the Problem of the K Parameter in the KNN Classifier Using an Ensemble Learning Approach. CoRR abs/1409.0919 (2014) - [i5]Ahmad Basheer Hassanat:
Dimensionality Invariant Similarity Measure. CoRR abs/1409.0923 (2014) - [i4]Ahmad Basheer Hassanat:
Visual Passwords Using Automatic Lip Reading. CoRR abs/1409.0924 (2014) - [i3]Ahmad B. A. Hassanat:
Bypassing Captcha By Machine A Proof For Passing The Turing Test. CoRR abs/1409.0925 (2014) - [i2]Ahmad B. A. Hassanat:
Visual Speech Recognition. CoRR abs/1409.1411 (2014) - [i1]Ahmad Basheer Hassanat:
Visual Words for Automatic Lip-Reading. CoRR abs/1409.6689 (2014)
Coauthor Index
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