Supervised machine learning algorithms for credit card fraudulent transaction detection: a comparative study S Dhankhad, E Mohammed, B Far 2018 IEEE international conference on information reuse and integration (IRI …, 2018 | 262 | 2018 |
Applications of the MapReduce programming framework to clinical big data analysis: current landscape and future trends EA Mohammed, BH Far, C Naugler BioData mining 7, 1-23, 2014 | 201 | 2014 |
Emerging Business Intelligence Framework for a Clinical Laboratory Through Big Data Analytics EA Mohammed, C Naugler, BH Far Emerging Trends in Computational Biology, Bioinformatics, and Systems …, 2015 | 141* | 2015 |
An ensemble learning approach to digital corona virus preliminary screening from cough sounds EA Mohammed, M Keyhani, A Sanati-Nezhad, SH Hejazi, BH Far Scientific Reports 11 (1), 15404, 2021 | 81 | 2021 |
Chronic lymphocytic leukemia cell segmentation from microscopic blood images using watershed algorithm and optimal thresholding EA Mohammed, MMA Mohamed, C Naugler, BH Far 2013 26th IEEE Canadian Conference on Electrical and Computer Engineering …, 2013 | 79 | 2013 |
Peripheral blood smear image analysis: A comprehensive review EA Mohammed, MMA Mohamed, BH Far, C Naugler Journal of pathology informatics 5 (1), 9, 2014 | 70 | 2014 |
Application of data mining techniques to predict the length of stay of hospitalized patients with diabetes A Alahmar, E Mohammed, R Benlamri 2018 4th International Conference on Big Data Innovations and Applications …, 2018 | 48 | 2018 |
Breast tumor classification using a new OWA operator EA Mohammed, CT Naugler, BH Far Expert Systems with Applications 61, 302-313, 2016 | 30 | 2016 |
Application of Support Vector Machine and k-means clustering algorithms for robust chronic lymphocytic leukemia color cell segmentation EA Mohammed, BH Far, C Naugler, MMA Mohamed e-Health Networking, Applications & Services (Healthcom), 2013 IEEE 15th …, 2013 | 28 | 2013 |
A review of artificial intelligence technologies for early prediction of Alzheimer's disease K Yang, EA Mohammed arXiv preprint arXiv:2101.01781, 2020 | 23 | 2020 |
Employing a machine learning boosting classifiers based stacking ensemble model for detecting non technical losses in smart grids N Javaid, M Akbar, A Aldegheishem, N Alrajeh, EA Mohammed IEEE Access 10, 121886-121899, 2022 | 20 | 2022 |
Generating unique IDs from patient identification data using security models EA Mohammed, JC Slack, CT Naugler Journal of pathology informatics 7 (1), 55, 2016 | 16 | 2016 |
Toward leveraging big value from data: chronic lymphocytic leukemia cell classification EA Mohammed, MMA Mohamed, C Naugler, BH Far Network Modeling Analysis in Health Informatics and Bioinformatics 6, 1-17, 2017 | 15 | 2017 |
Data diversity in convolutional neural network based ensemble model for diabetic retinopathy Inamullah, S Hassan, NA Alrajeh, EA Mohammed, S Khan Biomimetics 8 (2), 187, 2023 | 13 | 2023 |
Detecting nontechnical losses in smart meters using a MLP-GRU deep model and augmenting data via theft attacks B Kabir, U Qasim, N Javaid, A Aldegheishem, N Alrajeh, EA Mohammed Sustainability 14 (22), 15001, 2022 | 11 | 2022 |
Deep Learning Approach for Aggressive Driving Behaviour Detection F Talebloo, EA Mohammed, B Far arXiv preprint arXiv:2111.04794, 2021 | 11 | 2021 |
Exploring features contributing to the early prediction of sepsis using machine learning E Shakeri, EA Mohammed, ZS HA, B Far 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 9 | 2021 |
Explaining eye diseases detected by machine learning using shap: A case study of diabetic retinopathy and choroidal nevus E Shakeri, T Crump, E Weis, E Mohammed, R Souza, B Far SN Computer Science 4 (5), 433, 2023 | 8 | 2023 |
Detection of Alzheimer's Disease Using Graph-Regularized Convolutional Neural Network Based on Structural Similarity Learning of Brain Magnetic Resonance Images K Yang, EA Mohammed, BH Far 2021 IEEE 22nd international conference on information reuse and integration …, 2021 | 8 | 2021 |
Tentnet: Deep learning tent detection algorithm using a synthetic training approach A Fisher, EA Mohammed, V Mago 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020 | 8 | 2020 |