Bilal Sowan

According to our database, Bilal Sowan authored at least 18 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

ETM-F: an enriched topic modeling and filtration framework integrating ontologies and deep learning for biomedical trend analysis.

Ahmad Altarawneh, Mahir Arzoky, Stephen Swift, Reem Qadan Al Fayez, Moh'd Belal Al-Zoubi, Bilal Sowan, Li Zhang

Knowl. Inf. Syst., December, 2026

Mitigating the OWASP Top 10 For Large Language Models Applications using Intelligent Agents.

Mohammad Fasha, Faisal Abul Rub, Nasim Matar, Bilal Sowan, Mohammad Al Khaldy

CoRR, January, 2026

Parameter Efficient Fine Tuning Llama 3.1 for Answering Arabic Legal Questions: A Case Study on Jordanian Laws.

Mohammad Fasha, Bassam Hammo, Bilal Sowan, Husam Barham, Esam Nsour

CoRR, January, 2026

2025

DOVE-FELM: A fusion-optimized feature selection and heterogeneous ensemble learning framework for early prediction of chronic kidney disease risk.

Bilal Sowan, Li Zhang, Essam H. Houssein, Hazem Qattous, Mohammad Azzeh, Bayan Massad

Array, 2025

2024

Video deepfake detection using Particle Swarm Optimization improved deep neural networks.

Leandro Cunha, Li Zhang, Bilal Sowan, Chee Peng Lim, Yinghui Kong

Neural Comput. Appl., May, 2024

PDF Malware Detection: A Hybrid Approach Using Random Forest and K-Nearest Neighbors.

Bilal Sowan, Nasim Matar, Faisal Aburub, Mohammed Fasha, Mohammad Al Khaldy, Muhmmad Islam Nofal, Amneh Al-Jaber

Proceedings of the 2024 2nd International Conference on Cyber Resilience (ICCR), 2024

A Framework for Using Blockchain-Enabled Supply Chain Management to Enhance Transparency, Traceability, and Trust.

Mohammed I. Nofal, Nasim Matar, Muaadh Mukred, Mohammad Al Khaldy, Bilal Sowan, Trad M. Almalahmeh

Proceedings of the 2024 2nd International Conference on Cyber Resilience (ICCR), 2024

Evaluating Models Performance for Credit Risk Detection for Imbalanced Data.

Nasim Matar, Bilal Sowan, Amneh Al-Jaber

Proceedings of the 2024 2nd International Conference on Cyber Resilience (ICCR), 2024

Securing Digital Finance: Applying Machine Learning for Fraud Analysis.

Mohammad Al Khaldy, Faisal Aburub, Nasim Matar, Muhmmad Islam Nofal, Bilal Sowan, Mohammed Fasha

Proceedings of the 2024 2nd International Conference on Cyber Resilience (ICCR), 2024

Mitigating the OWASP Top 10 For Large Language Models Applications using Intelligent Agents.

Mohammad Fasha, Faisal Abul Rub, Nasim Matar, Bilal Sowan, Mohammad Al Khaldy, Hussam Barham

Proceedings of the 2024 2nd International Conference on Cyber Resilience (ICCR), 2024

2023

Ensembling validation indices to estimate the optimal number of clusters.

Bilal Sowan, Tzung-Pei Hong, Ahmad Al-Qerem, Mohammad Alauthman, Nasim Matar

Appl. Intell., May, 2023

Hybrid PSO feature selection-based association classification approach for breast cancer detection.

Bilal Sowan, Mohammed Eshtay, Keshav P. Dahal, Hazem Qattous, Li Zhang

Neural Comput. Appl., March, 2023

Enhancing Small Medical Dataset Classification Performance Using GAN.

Mohammad Alauthman, Ahmad Al-Qerem, Bilal Sowan, Ayoub Alsarhan, Mohammed Eshtay, Amjad Aldweesh, Nauman Aslam

Informatics, March, 2023

2022

A multi-group structural equation modeling for assessing behavioral intention of using mobile cloud computing-the case of jordanian universities during the covid19 pandemic.

Nasim Matar, Tirad AlMalahmeh, Bilal Sowan, Saheer Al-Jaghoub, Wasef Mater

Int. Arab J. Inf. Technol., 2022

2020

Evaluation of Class Decomposition based on Clustering Validity and K-means Algorithm.

Bilal Sowan, Nasim Matar, Firas Omar, Mohammad Alauthman, Mohammed Eshtay

Proceedings of the 21st International Arab Conference on Information Technology, 2020

2013

Fuzzy association rule mining approaches for enhancing prediction performance.

Bilal I. Sowan, Keshav P. Dahal, M. Alamgir Hossain, Li Zhang, Linda Spencer

Expert Syst. Appl., 2013

2010

Fuzzy Multiple Support Associative Classification Approach for Prediction.

Bilal I. Sowan, Keshav P. Dahal, M. Alamgir Hossain

Proceedings of the Artificial Intelligence and Soft Computing, 2010

Diversification of Fuzzy Association Rules to improve prediction accuracy.

Bilal I. Sowan, Keshav P. Dahal, M. Alamgir Hossain, Mohammad S. Alam

Proceedings of the FUZZ-IEEE 2010, 2010