|
|
|
|
|
|
 OverView
|
|
Dr. Layth AL-Mahadeen is a full-time lecturer at Al- Balqa Applied University, Jordan. He received his BSc in computer information systems from Mut'ah University, Jordan in 2002, and his MSc in information technology management from Sunderland University, UK in 2009. He holds a Ph.D. degree in management information systems from Girne American University. Cyprus, 2017 with specialization in business intelligence. His research interests are machine learning, data mining, NLP, and recommender systems.
|
|
|
|
|
|
 Research Intersets:
|
|
Research interests are , but are not limited to, machine learning, data mining, NLP, and recommender systems
|
|
|
|
|
 Qualifications
|
| #
|
Degree
|
University
|
Specialization
|
Graduation year
|
| 1 | PHD | Girne American University | DEPARTMENT OF MANAGEMENT INFORMATION SYSTEM | 2017 | | 2 | MASTER DEGREE | University of Sunderland | DEPARTMENT OF INFORMATION TECHNOLOGY MANAGEMENT | 2009 | | 3 | BACHELOR'S DEGREE | Mutah university | CIS | 2006 |
|
|
|
|
|
 Experiences
|
|
Academic Experience:
|
 2018 -Current :Full-time lecturer,Al-Balqa Applied University,Jordan.
|
Administrative Experience:
|
|
|
|
|
|
|
|
|
 Publications
|
1- Evaluating Machine Learning Techniques for Predicting Customer Churn in E-Commerce: A Comparative Analysis ,JOURNAL OF LOGISTICS, INFORMATICS AND SERVICE SCIENCE, 2024,Vol. 11,no. 6.
2- Enhancing Threat Detection in Financial Cyber Security Through Auto Encoder-MLP Hybrid Models ,International Journal of Advanced Computer Science and Applications, 2024,Vol. 15,no. 4.
3- Clinical deep model to analyse medical multivariate time-series data for health diagnosis
,Cyber-Physical Systems, 2024,Vol. ,no. .
4- An innovative approach for enhancing capacity utilization in point-to-point voice over internet protocol calls
,International Journal of Electrical and Computer Engineering , 2024,Vol. 14,no. 1.
5- Digital Investigation Forensic Model with P2P Timestamp Blockchain for Monitoring and Analysis
,Journal of Electrical Systems, 2024,Vol. 20,no. 1.
6- Cold Start Reduction Using Residual Neural Networks in Recommender Systems
Authors ,Migration Letters, 2023,Vol. 20,no. 6.
7- Mining Student Data Using CRISP-DM Model ,International Journal of Computer Science and Information Security, 2017,Vol. 15,no. 2.
|
|
|
|
|
|
|
 University Courses Taught
|
1- Production and operations management.
2- Principles of administration.
3- Principles of financial management.
4- organizational behavior.
5- Human Resource Management.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
 Refrences
|
 Dr. Mohammad Yousef Alsaraireh-Al-Balqa Applied University ,moh.sarayreh@bau.edu.jo.
Dr. Haroon Altarawneh-Al-Balqa? Applied University ,dr.haroon@bau.edu.jo.
|
|
|
|
|
|