Research Output

Publications

Conference & workshop papers, journal articles, and book chapters.

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Conference & Workshop Papers

MuCo-KGC: Multi-Context-Aware Knowledge Graph Completion
Haji Gul, Ajaz Ahmad Bhat, Abdul Ghani Haji Naim
29th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2025 · link
Evaluating Knowledge Graph Complexity via Semantic, Spectral, and Structural Metrics for Link Prediction
Haji Gul, Abul Ghani Haji Naim, Ajaz Ahmad Bhat
IEEE BigData 2025 Accepted
KG-EDAS: A Meta-Metric Framework for Evaluating Knowledge Graph Completion Models
Haji Gul, Abul Ghani Haji Naim, Ajaz Ahmad Bhat
IEEE BigData 2025 Accepted
MuCoS: Efficient Drug-Target Prediction through Multi-Context-Aware Sampling
Haji Gul, Abdul Ghani Haji Naim, Ajaz Ahmad Bhat
24th BioNLP Workshop @ ACL SIGBIOMED 2025 Accepted · link
Evaluating Cumulative Spectral Gradient as a Complexity Measure
Haji Gul, Abul Ghani Haji Naim, Ajaz Ahmad Bhat
4th Muslims in ML (MusIML) Workshop @ ICML 2025
Domain-Aware Evaluation of Knowledge Graph Completion Models Using KG-EDAS
Haji Gul, Abul Ghani Haji Naim, Ajaz Ahmad Bhat
GCLR Workshop @ AAAI Accepted
A Contextualized BERT Model for Knowledge Graph Completion
Haji Gul, Abul Ghani Haji Naim, Ajaz Ahmad Bhat
Muslims in ML (MusIML) Workshop @ NeurIPS 2024
Real-World Protein Particle Network Reconstruction Based on Advanced Hybrid Features
Haji Gul, Feras Al-Obeidat, Fernando Moreira, Muhammad Tahir, Adnan Amin
Proc. Int. Conf. on Information Technology and Applications, LNNS vol. 350, Springer Singapore
A Systematic Analysis of Community Detection in Complex Networks
Haji, G., Al-Obeidat, F., Amin, A., Tahir, M., Moreira, F.
Procedia Computer Science, 201, 343–350 2022
Link Prediction Using Double Degree Equation with Mutual and Popular Nodes
H. Gul, A. Amin, F. Nasir, S.J. Ahmad, M. Wasim
WorldCIST 2021, Advances in Intelligent Systems and Computing, vol. 1368, Springer Cham
Features Extraction and Structure Similarity Measurements of Complex Networks
Haji Gul, Feras Al-Obeidat, Munir Majdalawieh, Adnan Amin, Fernando Moreira
11th World Conference on Information Systems and Technologies
Comparative Analysis of Machine Learning Algorithms for Author Age and Gender Identification
Zarah Zainab, Feras Al-Obeidat, Fernando Moreira, Haji Gul, Adnan Amin
16th International Conference on Information Technology and Applications (ICITA) 2022
Forecasting Networks Links with Laplace Characteristic and Geographical Information in Complex Networks
Wasim, M., Al-Obeidat, F., Moreira, F., Gul, H., Amin, A.
Procedia Computer Science, 224, 357–364 2023
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Journal Papers

When Metrics Disagree: A Meta-Analysis of Knowledge-Graph-Completion Model Benchmarking
H. Gul, Ajaz Ahmad Bhat
arXiv:2606.10287, 2026 Under Review · link
DualRep: Knowledge Graph Completion by Utilizing Dual Representation of Relational Paths and Tail Node Density Insights
H. Gul, F. Al-Obeidat, A. Amin, M. Wasim, F. Moreira
IEEE Access 2024
Advancing Fake News Detection with Graph Neural Network and Deep Learning
H. Gul, F. Al-Obeidat, M. Wasim, A. Amin, F. Moreira
Journal of Physics: Complexity 2024
Analyzing Complex Networks: Extracting Key Characteristics and Measuring Structural Similarities
Haji Gul, Feras Al-Obeidat, Adnan Amin, Fernando Moreira
Wiley: Journal of Expert Systems 2023
Efficient Link Prediction Model for Real-World Complex Networks Using Matrix-Forest Metric with Local Similarity Features
H. Gul, F. Al-Obeidat, A. Amin, M. Tahir, K. Huang
Journal of Complex Networks, 10(5), cnac039 2022
Hill Climbing-Based Efficient Model for Link Prediction in Undirected Graphs
H. Gul, F. Al-Obeidat, A. Amin, F. Moreira, K. Huang
Mathematics, 10(22), 4265 2022
A Systematic Analysis of Link Prediction in Complex Networks
H. Gul, A. Amin, A. Adnan, K. Huang
IEEE Access, 9, 20531–20541 2021
Path-Based Extensions of Local Link Prediction Methods for Complex Networks
F. Aziz, H. Gul, I. Uddin, G.V. Gkoutos
Scientific Reports, 10(1), 19848 2020
Link Prediction Using Node Information on Local Paths
F. Aziz, H. Gul, I. Muhammad, I. Uddin
Physica A: Statistical Mechanics and its Applications, 557, 124980 2020
Comparative Analysis of Link Prediction in Complex Networks
F. Nasir, H. Gul, M. Bakhsh, A. Salam
International Journal of Technology Diffusion (IJTD), 12(3), 44–60 2021
Artificial Intelligence for Secure and Sustainable Industrial Control Systems — A Survey of Challenges and Solutions
M.M. Aslam, A. Tufail, Haji Gul, M.N. Irshad, A. Namoun
Artificial Intelligence Review 2025
Enhancing Link Prediction Efficiency with Shortest Path and Structural Attributes
M. Wasim, F. Al-Obeidat, A. Amin, H. Gul, F. Moreira
Intelligent Data Analysis (Pre-press) 2023
Link Prediction in Human Complex Network Based on Random Walk with Global Topological Features
S.S. Hussain, M. Arif, O.B. Inayat, Haji Gul
Data Analysis and Forecasting, 2, 30–42 2023
Intelligent Transportation Systems: A Critical Review of Integration of Cyber-Physical Systems (CPS) and Industry 4.0
M.M. Aslam, W. Shafik, A.F. Hidayatullah, K. Kalinaki, Haji Gul, R.Y. Zakari, A. Tufail
Digital Communications and Networks 2025
A Systematic Literature Review on Transparency and Interpretability of AI Models in Healthcare
Haji Gul et al.
Health and Technology 2025
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Book Chapters

Big Data Analytics in Bioinformatics and Healthcare
Z.K. Lawal, R.Y. Zakari, N.N. Thilakarathne, H. Gul, N. Abdulrazak, H. Yassin
Cyber-Physical Systems Security: A Multi-disciplinary Approach, 71–95 2025
Leveraging Natural Language Processing for Enhanced Text Analysis in Business Intelligence
A.F. Hidayatullah, K. Kalinaki, H. Gul, R.Z. Yusuf, W. Shafik
Intersection of AI and Business Intelligence in Data-Driven Decision-Making 2024
Governance and Policy Frameworks in African Healthcare
W. Shafik, Haji Gul
Sustainable Healthcare Systems in Africa Accepted
Achieving Sustainable Healthcare Systems in Africa
W. Shafik, Haji Gul
Sustainable Healthcare Systems in Africa Accepted