Emad A. Mohammed

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 21

Top Topics

Machine Learning

Credit Card Fraud

Behavior Analysis

Top Venues

Int. J. Interact. Multim. Artif. Intell.

Publications

Fatemeh Sharifi, Emad A. Mohammed, Trafford Crump, Behrouz H. Far
Explainable Analytics to Predict the Quality of Life in Patients with Prostate Cancer from Longitudinal Data. Appl. Artif. Intell. 36 (1) (2022)
Pamir, Nadeem Javaid, Mariam Akbar, Abdulaziz Aldegheishem, Nabil Ali Alrajeh, Emad A. Mohammed
Employing a Machine Learning Boosting Classifiers Based Stacking Ensemble Model for Detecting Non Technical Losses in Smart Grids. IEEE Access 10 (2022)
Emad A. Mohammed, Esmaeil Shakeri, Zahra Shakeri Hossein Abad, Trafford Crump, Behrouz H. Far
Important Features Identification for Prostate Cancer Patients Stratification Using Isolation Forest and Interactive Clustering Method. IRI (2021)
Kuo Yang, Emad A. Mohammed
A Review of Artificial Intelligence Technologies for Early Prediction of Alzheimer's Disease. CoRR (2021)
Kuo Yang, Emad A. Mohammed, Behrouz H. Far
Detection of Alzheimer's Disease Using Graph-Regularized Convolutional Neural Network Based on Structural Similarity Learning of Brain Magnetic Resonance Images. IRI (2021)
Esmaeil Shakeri, Emad A. Mohammed, Zahra Shakeri Hossein Abad, Behrouz Homayoun Far
Exploring Features Contributing to the Early Prediction of Sepsis Using Machine Learning. EMBC (2021)
Kuo Yang, Emad A. Mohammed, Behrouz H. Far
Detection of Alzheimer's Disease Using Graph-Regularized Convolutional Neural Network Based on Structural Similarity Learning of Brain Magnetic Resonance Images. CoRR (2021)
Farid Talebloo, Emad A. Mohammed, Behrouz H. Far
Dynamic and Systematic Survey of Deep Learning Approaches for Driving Behavior Analysis. CoRR (2021)
Aymen Ben Said, Emad A. Mohammed, Malek Mouhoub
An Implicit Learning Approach for Solving the Nurse Scheduling Problem. ICONIP (2) (2021)
Sultanul Kabir, Emad A. Mohammed, Khobaib Zaamout, Salama Ikki
A Traditional Machine Learning Approach for COVID-19 Detection from CT Images. DASC/PiCom/CBDCom/CyberSciTech (2021)
Farid Talebloo, Emad A. Mohammed, Behrouz H. Far
Deep Learning Approach for Aggressive Driving Behaviour Detection. CoRR (2021)
Andrew Fisher, Emad A. Mohammed, Vijay Mago
TentNet: Deep Learning Tent Detection Algorithm Using A Synthetic Training Approach. SMC (2020)
Emad A. Mohammed, Christopher T. Naugler, Behrouz H. Far
A Method for Alternatives Ranking Using an OWA Operator Based on the Laplace Distribution. SMC (2020)
Muthana J. Mohammed, Emad A. Mohammed, Mohammed S. Jarjees
Recognition of multifont English electronic prescribing based on convolution neural network algorithm. Bio Algorithms Med Syst. 16 (3) (2020)
Fatemeh Sharifi, Emad A. Mohammed, Trafford Crump, Behrouz H. Far
A Cluster-Based Machine Learning Model for Large Healthcare Data Analysis. Innovate-Data (2019)
Emad A. Mohammed, Al-Attar Ali Mohamed, Yasunori Mitani
Genetic-Moth Swarm Algorithm for Optimal Placement and Capacity of Renewable DG Sources in Distribution Systems. Int. J. Interact. Multim. Artif. Intell. 5 (7) (2019)
Emad A. Mohammed, Al-Attar Ali Mohamed, Yasunori Mitani
MSA for Optimal Reconfiguration and Capacitor Allocation in Radial/Ring Distribution Networks. Int. J. Interact. Multim. Artif. Intell. 5 (1) (2018)
Reeta Suman, Behrouz H. Far, Emad A. Mohammed, Ashok Nair, Sanaz Janbakhsh
Visualization of Server Log Data for Detecting Abnormal Behaviour. IRI (2018)
Sahil Dhankhad, Emad A. Mohammed, Behrouz H. Far
Supervised Machine Learning Algorithms for Credit Card Fraudulent Transaction Detection: A Comparative Study. IRI (2018)
Emad A. Mohammed, Mostafa M. A. Mohamed, Christopher Naugler, Behrouz H. Far
Toward leveraging big value from data: chronic lymphocytic leukemia cell classification. Netw. Model. Anal. Health Informatics Bioinform. 6 (1) (2017)
Emad A. Mohammed, Christopher T. Naugler, Behrouz H. Far
Breast tumor classification using a new OWA operator. Expert Syst. Appl. 61 (2016)
Emad A. Mohammed, Charan Aulakh, Diwakar Krishnamurthy, Christopher T. Naugler, Behrouz H. Far
Short-term travel time estimation: A case study. CCECE (2015)
Emad A. Mohammed, Behrouz Homayoun Far, Christopher Naugler
Applications of the MapReduce programming framework to clinical big data analysis: current landscape and future trends. BioData Min. 7 (2014)
Emad A. Mohammed, Mostafa M. A. Mohamed, Christopher Naugler, Behrouz H. Far
Chronic lymphocytic leukemia cell segmentation from microscopic blood images using watershed algorithm and optimal thresholding. CCECE (2013)
Emad A. Mohammed, Behrouz Homayoun Far, Mostafa M. A. Mohamed, Christopher Naugler
Application of Support Vector Machine and k-means clustering algorithms for robust chronic lymphocytic leukemia color cell segmentation. Healthcom (2013)
Emad A. Mohammed, Behrouz H. Far, Mostafa M. A. Mohamed, Christopher Naugler
Automatic working area localization in blood smear microscopic images using machine learning algorithms. BIBM (2013)