Experienced in teaching with a demonstrated history of working in the higher education industry. Skilled in ERP Implementations, Coaching, Software Engineering, Data Science, and Website Design. Strong education professional with an Interdisciplinary Doctorate focused in Healthcare Data Mining from New Mexico State University.
EDUCATION
Interdisciplinary Doctorate, Computer Science , NursingInterdisciplinary Doctorate, Computer Science , Nursing
New Mexico State University, 2011 - 2018
Forecasting Students' Academic Performance in Educational Data Using Machine Learning Techniques Najah Al-Shanableh, Mazen S. Alzyoud, Ahmed Khalil, Mohamed Benlamine, Insaf Kraidia, et al. International Journal of Information and Communication Technology Education, 2026 This study benchmarks multiple machine learning models to predict student academic performance. The research analyzes data from students in mathematics and Portuguese language courses, examining the relationship between various factors and academic performance. The benchmark implementation includes data preprocessing, exploratory data analysis, feature engineering, model training, and hyperparameter tuning for both regression (predicting final grades) and classification (predicting pass/fail outcomes) tasks. The findings demonstrate that ensemble methods, particularly gradient boosting models, outperform other algorithms with root mean square error of 3.34 for regression and F1 score of 0.88 for classification after hyperparameter tuning. Feature importance analysis reveals that past failures, alcohol consumption, study time, and parent education level are among the most influential predictors of academic performance. The results provide valuable insights for educational stakeholders to implement targeted interventions for at-risk students and improve overall academic outcomes.
Artificial Intelligence in Smart Cities Suleiman Ibrahim Shelash Mohammad, Suhaila Abuowaida, Asokan Vasudevan, Khaleel Ibrahim Al-Daoud, Haneen Alzoubi, et al. Studies in Systems Decision and Control, 2026
Teaching Cybersecurity: Protecting the Business Environment Anber Abraheem Shlash Mohammad, Suleiman Ibrahim Shelash Mohammad, Asokan Vasudevan, Khaleel Ibrahim Al-Daoud, Sharmila Devi Ramachandaran, et al. Studies in Systems Decision and Control, 2026
Impact of Knowledge Management Systems on Customer Perspective Faisal Asad Farid Aburub, Homam Abdulrazak-Ghazwan Al Rifai, Tariq Emad Arar, Muthnna Mohammad Khalaf Alkhawaldeh, Muhammad Turki Alshurideh, et al. Studies in Systems Decision and Control, 2024
Deep Learning in Computer Science: A Bibliometric Analysis of Trends, Applications, and Future Directions AAS Mohammad, S Mohammad, N Alshdaifat, K Ibrahim, A Vasudevan, ... Artificial Intelligence for Agile Business Solutions: Modernization of … , 2026 2026
Exploring the Factors Influencing Blockchain Adoption in Small and Medium-Sized Industrial Enterprises FAF Aburub, SIS Mohammad, A Vasudevan, KI Al-Daoud, C Wenchang, ... Artificial Intelligence for Agile Business Solutions: Modernization of … , 2026 2026
Machine Learning in Mathematics: A Bibliometric Analysis of Trends, Applications, and Future Directions AAS Mohammad, A Vasudevan, S Shelash, K Al-Daoud, N Alshdaifat, ... Artificial Intelligence for Agile Business Solutions: Modernization of … , 2026 2026
Exploring Recurrent Neural Networks: Trends, Applications, and Future Perspectives in Computer Science FAF Aburub, S Shelash, N Alshdaifat, K Ibrahim, A Vasudevan, J Bamini, ... Artificial Intelligence for Agile Business Solutions: Modernization of … , 2026 2026
Innovative Cybersecurity Strategies for Business Intelligence: Transforming Data Protection and Driving Competitive Superiority A Vasudevan, SIS Mohammad, N Alshdaifat, KI Al-Daoud, H Alzoubi, ... Artificial Intelligence for Agile Business Solutions: Modernization of … , 2026 2026
The Role of AI-Driven Cybersecurity Analytics in the Sustainable Development of Businesses and Market Resilience SIS Mohammad, S Abuowaida, A Vasudevan, KI Al-Daoud, H Alzoubi, ... Artificial Intelligence for Agile Business Solutions: Modernization of … , 2026 2026
Artificial Intelligence in Smart Cities SIS Mohammad, S Abuowaida, A Vasudevan, KI Al-Daoud, H Alzoubi, ... Artificial Intelligence for Agile Business Solutions: Modernization of … , 2026 2026
Artificial Intelligence for International Business: Its Use, Challenges, and Suggestions for Future Research and Practice FAF Aburub, SIS Mohammad, A Vasudevan, KI Al-Daoud, ... Artificial Intelligence for Agile Business Solutions: Modernization of … , 2026 2026
From Fear to Features: Deep Learning on EEG for Early Screening of Learning Disabilities in Children GZ Suleiman, M Al-Zyoud, N Al-Shanableh 2026 International Conference on Smart Multidomain Integrated Learning … , 2026 2026
Comparative Analysis of Hybrid and Single Classification Algorithms for Student Academic Performance Forecasting N Al-Shanableh, M Alzyoud, A Khalil, MS Benlamine, S Damrah, ... Artificial Intelligence Advances in Education 1 (1), 1-13 , 2026 2026
Enhancing Phishing Detection Using an Ensemble Model and Hyperparameter Tuning AM Alrhiba, N Al-Shanableh, M Alzyoud, MS Benlamine, A Alrefai, ... 2026 International Conference on Artificial Intelligence, Computer, Data … , 2026 2026
Teaching Cybersecurity: Protecting the Business Environment AAS Mohammad, SIS Mohammad, A Vasudevan, KI Al-Daoud, ... Artificial Intelligence and Technology: Systems Management, Decisions and … , 2026 2026
Forecasting Students' Academic Performance in Educational Data Using Machine Learning Techniques N Al-Shanableh, MS Alzyoud, A Khalil, M Benlamine, I Kraidia, S Damrah, ... International Journal of Information and Communication Technology Education … , 2026 2026 Citations: 2
Navigating coexistence: perspectives of host community and Syrian refugees in Al-Mafraq, Jordan P Kamruzzaman, N Al-shanableh, H Albanna Cogent Social Sciences 11 (1), 2469595 , 2025 2025 Citations: 3
Prediction of water quality in Jordanian dams using data mining algorithms N Halalsheh, M Ibrahim, N Al-Shanableh, S Al-Harahsheh, ... Water Science & Technology 92 (10), 1379-1395 , 2025 2025 Citations: 3
Advancing Flood Forecasting: An Ensemble Machine Learning Approach for Enhanced Prediction N Al-Shanableh, M Alzyoud, N Halalsheh, AM Samir, MS Benlamine 2025 International Conference on Artificial Intelligence, Computer, Data … , 2025 2025
Revolutionizing finance: assessing the dynamic impact of FinTech apps on banking performance in the Jordanian financial landscape EIM Samara, AAA Haija, M Alzyoud, BMSA Thwaib, SI Shelash, ... Intelligence-Driven Circular Economy: Regeneration Towards Sustainability … , 2025 2025 Citations: 69
Evaluating Artificial Intelligence Integration in Education Through Integrating TAM and S–O–R HM Al-Shorman, SG Saatchi, T Alanaziand, MS Alzboon, ... Intelligence-Driven Circular Economy: Regeneration Towards Sustainability … , 2025 2025 Citations: 64
E-leadership competencies and virtual team performance: a study in the age of remote work SI Al-Ayed, AA Al-Tit, MM Alqahtani, S AlThuwaini, N Al-shanableh, ... Intelligence-Driven Circular Economy: Regeneration Towards Sustainability … , 2025 2025 Citations: 73
Impact of User Interface Attractiveness on the Willingness to Use Artificial Intelligence Among SMEs N Al-shanableh, MKS Alqaraleh, MS Alzboon, SMN Alka’awneh, ... Intelligence-Driven Circular Economy: Regeneration Towards Sustainability … , 2025 2025 Citations: 2
MOST CITED SCHOLAR PUBLICATIONS
The influence of cybersecurity leadership on the resilience of Jordanian businesses: a study on the role of cybersecurity measures in entrepreneurial success AM Al-Momani, M Sarram, SM Zighan, RT Al-Majali, N Al-shanableh, ... Business Analytical Capabilities and Artificial Intelligence-enabled … , 2024 2024 Citations: 186
Artificial intelligence in Jordanian education: Assessing acceptance via perceived cybersecurity, novelty value, and perceived trust. M Alzyoud, N Al-Shanableh, S Alomar, AM As' adAlnaser, A Mustafa, ... International Journal of Data & Network Science 8 (2) , 2024 2024 Citations: 123
Website phishing detection using machine learning techniques R Alazaidah, A Al-Shaikh, MR Al-Mousa, H Khafajah, G Samara, ... Journal of Statistics Applications & Probability 13 (1), 119-129 , 2024 2024 Citations: 100
The adoption of big data analytics in Jordanian SMEs: an extended technology organization environment framework with diffusion of innovation and perceived usefulness N Al-shanableh, M Alzyoud, S Alomar, Y Kilani, E Nashnush, S Al-Hawary, ... International Journal of Data and Network Science 8 (2) , 2024 2024 Citations: 91
Electronic health records adoption: a bibliometric analysis AAS Mohammad, M Alzyoud, EIM Samara, N Al-shanableh, ... Intelligence-Driven Circular Economy: Regeneration Towards Sustainability … , 2025 2025 Citations: 90
Diagnosing diabetes mellitus using machine learning techniques. M Alzyoud, R Alazaidah, M Aljaidi, G Samara, MH Qasem, M Khalid, ... International Journal of Data & Network Science 8 (1) , 2024 2024 Citations: 79
E-leadership competencies and virtual team performance: a study in the age of remote work SI Al-Ayed, AA Al-Tit, MM Alqahtani, S AlThuwaini, N Al-shanableh, ... Intelligence-Driven Circular Economy: Regeneration Towards Sustainability … , 2025 2025 Citations: 73
The adoption of RegTech in enhancing tax compliance: evidence from telecommunication companies in Jordan N Al-shanableh, S Anagreh, AAA Haija, M Alzyoud, M Azzam, ... Business Analytical Capabilities and Artificial Intelligence-enabled … , 2024 2024 Citations: 70
Revolutionizing finance: assessing the dynamic impact of FinTech apps on banking performance in the Jordanian financial landscape EIM Samara, AAA Haija, M Alzyoud, BMSA Thwaib, SI Shelash, ... Intelligence-Driven Circular Economy: Regeneration Towards Sustainability … , 2025 2025 Citations: 69
How cybersecurity influences fraud prevention: An empirical study on Jordanian commercial banks E Tariq, I Akour, N Al-Shanableh, EK Alquqa, N Alzboun, SIS Al-Hawary, ... International Journal of Data and Network Science 8 (1), 69-76 , 2024 2024 Citations: 68
The impact of big data analytics capabilities on decision making at the telecommunications sector in Jordan FAF Aburub, RF Hamzeh, M Alzyoud, NS Alajarmeh, N Al-shanableh, ... Business Analytical Capabilities and Artificial Intelligence-Enabled … , 2024 2024 Citations: 67
Evaluating Artificial Intelligence Integration in Education Through Integrating TAM and S–O–R HM Al-Shorman, SG Saatchi, T Alanaziand, MS Alzboon, ... Intelligence-Driven Circular Economy: Regeneration Towards Sustainability … , 2025 2025 Citations: 64
Impact of knowledge management systems on customer perspective FAF Aburub, HAG Al Rifai, TE Arar, MMK Alkhawaldeh, MT Alshurideh, ... Artificial Intelligence and Economic Sustainability in the Era of Industrial … , 2024 2024 Citations: 63
Impact of user interface attractiveness on the willingness to use artificial intelligence among Jordanian SMEs N Al-Shanableh Studies in Computational Intelligence , 2024 2024 Citations: 60
Advanced Ensemble Machine Learning Techniques for Optimizing Diabetes Mellitus Prognostication: A Detailed Examination of Hospital Data et al. Al-shanableh N, Alzyoud M, Al-husban RY, Alshanableh NM, Al-Oun A, Al ... Data and Metadata , 2024 2024 Citations: 57
Enhancing image cryptography performance with block left rotation operations MS Al-Batah, MS Alzboon, M Alzyoud, N Al-Shanableh Applied Computational Intelligence and Soft Computing 2024 (1), 3641927 , 2024 2024 Citations: 56
The influence of relative advantage on the acceptance of artificial intelligence in Jordanian SMEs MKYA Wahed, N Al-shanableh, SG Saatchi, BMSA thwaib, ... Intelligence-Driven Circular Economy: Regeneration Towards Sustainability … , 2025 2025 Citations: 51
Enhancement over DBSCAN satellite spatial data clustering MS Al-Batah, ER Al-Kwaldeh, MA Wahed, M Alzyoud, N Al-Shanableh Journal of Electrical and Computer Engineering 2024 (1), 2330624 , 2024 2024 Citations: 35
Enhancing email spam detection through ensemble machine learning: A comprehensive evaluation of model integration and performance N Al-shanableh, MS Alzyoud, E Nashnush Communications of the IIMA 22 (1), 2 , 2024 2024 Citations: 35
Data mining to reveal factors associated with quality of life among Jordanian women with breast cancer N Al-Shanableh, M Al-Zyoud, RY Al-Husban, N Al-Shdayfat, ... Appl. Math 18 (2), 403-408 , 2024 2024 Citations: 16
