Ahmad Hassanat

发表

Choosing Mutation and Crossover Ratios for Genetic Algorithms - A Review with a New Dynamic Approach

V. B. Surya Prasath, Khalid Almohammadi, Awni Hammouri, 2019, Inf..

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

Ahmad B. A. Hassanat, Esra'a Alkafaween, Esra’a Alkafaween, 2018, Communications - Scientific letters of the University of Zilina.

Detailed Investigation of Deep Features with Sparse Representation and Dimensionality Reduction in CBIR: A Comparative Study pdf

Dmitry Chetverikov, Ahmad Basheer Hassanat, Ahmad S. Tarawneh, 2018, Intell. Data Anal..

Furthest-Pair-Based Decision Trees: Experimental Results on Big Data Classification

Ahmad B. A. Hassanat, Ahmad Hassanat, 2018, Inf..

Norm-Based Binary Search Trees for Speeding Up KNN Big Data Classification

Ahmad B. A. Hassanat, Ahmad Hassanat, 2018, Comput..

1 On converting the Furthest-Pair-Based Binary Search 2 Tree to a Decision Tree : Experimental Results on Big 3 Data Classification 4

A. Hassanat, Ahmad Hassanat, 2018 .

Predicting Compressive Strength of Cement-Stabilized Rammed Earth Based on SEM Images Using Computer Vision and Deep Learning

Ahmad B. A. Hassanat, Ahmad S. Tarawneh, Khalid Almohammadi, 2019, Applied Sciences.

SMOTEFUNA: Synthetic Minority Over-Sampling Technique Based on Furthest Neighbour Algorithm

Dmitry Chetverikov, Ahmad B. A. Hassanat, Ahmad S. Tarawneh, 2020, IEEE Access.

New Features for Eye-Tracking Systems: Preliminary Results

V. B. Surya Prasath, Ahmad S. Tarawneh, Ahmad B. Hassanat, 2019, 2019 10th International Conference on Information and Communication Systems (ICICS).

Effects of Distance Measure Choice on K-Nearest Neighbor Classifier Performance: A Review

Ahmad B. A. Hassanat, V. B. Surya Prasath, Ahmad S. Tarawneh, 2019, Big Data.

V. B. Surya Prasath, Ahmad B. A. Hassanat, Haneen Arafat Abu Alfeilat, 2017, Big Data.

A Simulation Model for Forecasting COVID-19 Pandemic Spread: Analytical Results Based on the Current Saudi COVID-19 Data

Omar Cheikhrouhou, Ahmad B. A. Hassanat, Sami Mnasri, 2021, Sustainability.

Enhancing Genetic Algorithms using Multi Mutations

Mahmoud B. Alhasanat, Ahmad B. A. Hassanat, Mouhammd Alkasassbeh, 2016, PeerJ Prepr..

1 Enhancing Genetic Algorithms using Multi Mutations : Experimental Results on the Travelling Salesman Problem

A. Hassanat, Esra’a Alkafaween, Nedal A. Al-Nawaiseh, 2016 .

Cost-sensitive ensemble methods for bankruptcy prediction in a highly imbalanced data distribution: a real case from the Spanish market

Hossam Faris, Pedro A. Castillo, Antonio Mora García, 2020, Progress in Artificial Intelligence.

Visual Passwords Using Automatic Lip Reading pdf

Ahmad Basheer Hassanat, Ahmad Hassanat, 2014, ArXiv.

Magnetic Force Classifier: A Novel Method for Big Data Classification

Mansoor Alghamdi, M. Abbadi, A. Tarawneh, 2022, IEEE Access.

An Improved Genetic Algorithm with a New Initialization Mechanism Based on Regression Techniques

Hossam Faris, V. B. Surya Prasath, Ahmad B. A. Hassanat, 2018, Inf..

Colour-based lips segmentation method using artificial neural networks

Ahmad B. A. Hassanat, Mouhammd Alkasassbeh, Mouhammd Al-awadi, 2015, 2015 6th International Conference on Information and Communication Systems (ICICS).

On enhancing genetic algorithms using new crossovers pdf

Ahmad B. A. Hassanat, Esra'a Alkafaween, Esra’a Alkafaween, 2017, Int. J. Comput. Appl. Technol..

Gambling-free lottery, a new Islamic lending ticket

Ahmad Hassanat, Ghada Awad Al tarawneh, 2015 .

Fuzzy Win-Win: A Novel Approach to Quantify Win-Win Using Fuzzy Logic

A. Hassanat, A. Tarawneh, G. Altarawneh, 2021, Mathematics.

Detecting Distributed Denial of Service Attacks Using Data Mining Techniques

Ghazi Al-Naymat, Ahmad B. A. Hassanat, Mohammad Almseidin, 2016 .

Effects of Distance Measure Choice on KNN Classifier Performance-A Review

V. B. Surya Prasath, Ahmad B. A. Hassanat, Haneen Arafat Abu Alfeilat, 2019 .

New Online/Offline text-dependent Arabic Handwriting dataset for Writer Authentication and Identification

Ahmad S. Tarawneh, Ceyhun Celik, Mohammad Z. Al-Shamaileh, 2019, 2019 10th International Conference on Information and Communication Systems (ICICS).

Improving Initial Population for Genetic Algorithm using the Multi Linear Regression Based Technique

Ahmad B. A. Hassanat, Esra'a Alkafaween, Sakher Tarawneh, 2020 .

Visual Speech Recognition pdf

Ahmad B. A. Hassanat, Ahmad Hassanat, 2011, ArXiv.

Stop Oversampling for Class Imbalance Learning: A Critical Review

A. Hassanat, A. Tarawneh, G. Altarawneh, 2022, ArXiv.

Two-point-based binary search trees for accelerating big data classification using KNN

Ahmad B A Hassanat, Ahmad Hassanat, 2018, PloS one.

Covid-19 Disease Recognition Using Distributed Data Mining and Deep Learning

R AL-msie'Deen, A. Hammouri, H. E. Salman, 2022 .

Smartphone User Identification/Authentication Using Accelerometer and Gyroscope Data

Anas Ali Alkasasbeh, Ibrahim S. Alkhazi, Mansoor Alghamdi, 2023, Sustainability.

Stop Oversampling for Class Imbalance Learning: A Review

A. Hassanat, A. Tarawneh, G. Altarawneh, 2022, IEEE Access.

Invoice Classification Using Deep Features and Machine Learning Techniques

Imre Lendak, Chaman Verma, Dmitry Chetverikov, 2019, 2019 IEEE Jordan International Joint Conference on Electrical Engineering and Information Technology (JEEIT).

On Identifying Terrorists Using Their Victory Signs

Ahmad B. A. Hassanat, Ahmad Hassanat, 2018, Data Sci. J..

Greedy Algorithms for Approximating the Diameter of Machine Learning Datasets in Multidimensional Euclidean Space pdf

Ahmad B. A. Hassanat, Ahmad Hassanat, 2018, ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal.

Classification and gender recognition from veiled-faces

V. B. Surya Prasath, Ahmad B. A. Hassanat, Bassam M. Al-Mahadeen, 2017, Int. J. Biom..

DeepKnuckle: Deep Learning for Finger Knuckle Print Recognition

Mansoor Alghamdi, Esra’a Alkafaween, A. Tarawneh, 2022, Electronics.

RDPVR: Random Data Partitioning with Voting Rule for Machine Learning from Class-Imbalanced Datasets

Mansoor Alghamdi, A. Tarawneh, G. Altarawneh, 2022, Electronics.

On Computerizing the Ancient Game of Ṭāb

Hossam Faris, Mahmoud B. Alhasanat, V. B. Surya Prasath, 2018, Int. J. Gaming Comput. Mediat. Simulations.

Magnetic energy-based feature extraction for low-quality fingerprint images

V. B. Surya Prasath, Ahmad B. A. Hassanat, Ahmad S. Tarawneh, 2018, Signal, Image and Video Processing.

DeepVeil: deep learning for identification of face, gender, expression recognition under veiled conditions

V. B. Surya Prasath, Ibrahim S. Alkhazi, Mansoor Alghamdi, 2022, Int. J. Biom..

New Mobile phone and Webcam Hand Images Databases for Personal Authentication and Identification

Ahmad B. A. Hassanat, Ghada Awad Altarawneh, Mouhammd Al-awadi, 2015 .

K-Means Tree for Fast Furthest Neighbor Approximation

D. Chetverikov, A. Tarawneh, Issam Elkhadiri, 2020, International Computer Engineering Conference.

Stop Oversampling for Class Imbalance Learning: A Critical Approach Review

G. Altarawneh, Ahmad Hassanat, Ahmad S. Tarawneha, 2022, Social Science Research Network.

Color-based object segmentation method using artificial neural network

Ahmad B. A. Hassanat, Mouhammd Alkasassbeh, Esra'a A. A. Alhasanat, 2016, Simul. Model. Pract. Theory.

The Jeopardy of Learning from Over-Sampled Class-Imbalanced Medical Datasets

A. Tarawneh, G. Altarawneh, Ahmad A. Abujaber, 2023, International Symposium on Computers and Communications.

Applications Review of Hassanat Distance Metric

Esra’a Alkafaween, A. Tarawneh, S. Elmougy, 2022, 2022 International Conference on Emerging Trends in Computing and Engineering Applications (ETCEA).

Dimensionality Invariant Similarity Measure pdf

Ahmad Basheer Hassanat, Ahmad Hassanat, 2014, ArXiv.

Pilot Comparative Study of Different Deep Features for Palmprint Identification in Low-Quality Images

D. Chetverikov, A. Tarawneh, Ahmad Hassanat, 2018, ArXiv.

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

Ahmad Basheer Hassanat, Ghada Awad Altarawneh, Mohammad Ali Abbadi, 2014, ArXiv.

ULTRASONIC ASSESSMENT OF CEMENT-STABILIZED SOILS: DEEP LEARNING EXPERIMENTAL RESULTS

J. Kozubal, A. Tarawneh, Ahmad Hassanat, 2023, Measurement.

Vehicle Detection and Classiﬁcation via YOLOv8 and Deep Belief Network over Aerial Image Sequences

Naif Al Mudawi, Abdullah S. Alshahrani, A. Tarawneh, 2022 .

Deep learning for identification and face, gender, expression recognition under constraints pdf

V. B. Surya Prasath, Ahmad S. Tarawneh, Mansoor Alghamdi, 2021, ArXiv.

IAM-TSP: Iterative Approximate Methods for Solving the Travelling Salesman Problem

Esra’a Alkafaween, A. Tarawneh, Ahmad Hassanat, 2023, International Journal of Advanced Computer Science and Applications.

An Efficiency Boost for Genetic Algorithms: Initializing the GA with the Iterative Approximate Method for Optimizing the Traveling Salesman Problem—Experimental Insights

Esra’a Alkafaween, Ahmad Hassanat, Samir Elmougy, 2024, Applied Sciences.

Stock Price Forecasting for Jordan Insurance Companies Amid the COVID-19 Pandemic Utilizing Off-the-Shelf Technical Analysis Methods

Mansoor Alghamdi, A. Tarawneh, G. Altarawneh, 2022, Economies.

Detailed Investigation of Deep Features with Sparse Representation and Dimensionality Reduction in CBIR: A Comparative Study

D. Chetverikov, A. Tarawneh, C. Celik, 2018, Intell. Data Anal..

Visual Words for Automatic Lip-Reading pdf

Ahmad Basheer Hassanat, Ahmad Hassanat, 2014, ArXiv.

Predicting 90-day prognosis for patients with stroke: a machine learning approach

Y. Imam, A. Tarawneh, N. Akhtar, 2023, Frontiers in neurology.

Furthest-Pair-Based Binary Search Tree for Speeding Big Data Classification Using K-Nearest Neighbors

Ahmad B. A. Hassanat, Ahmad Hassanat, 2018, Big Data.

Extended Spectrum beta-Lactamase Bacteria and Multidrug Resistance in Jordan are Predicted Using a New Machine-Learning system

Ibrahim S. Alkhazi, Mansoor Alghamdi, A. Tarawneh, 2024, Infection and drug resistance.

Image Contrast Enhancement using Fuzzy Technique with Parameter Determination using Metaheuristics

Mohammad Sohel Rahman, Ahmad Hassanat, Jaiaid Mobin, 2023, ArXiv.

CTELC: A Constant-Time Ensemble Learning Classifier Based on KNN for Big Data

A. Tarawneh, E. Alamri, Ahmad Hassanat, 2023, IEEE Access.

Machine Learning Classification of Roasted Arabic Coffee: Integrating Color, Chemical Compositions, and Antioxidants

G. Altarawneh, E. Alamri, Ahmad Hassanat, 2023, Sustainability.