AI-Driven Decision Support for Cybercrime Investigations
Project Leader, KISR (2024-2025). ML models to predict case resolution times, assign the best officer per case, and recommend investigation procedures.
Posts by Collection
portfolio
TrustFlow Mobile Application
Project Leader (2024-2025). A mobile app that protects users from fraudulent websites.
Decision Support for Charitable Organisations in Kuwait
Task Leader, KISR (2024-2025). ML model to predict high-impact philanthropic projects.
GWAS Atlas for Domestic Chicken Breeds
Task Leader, KISR (2022-2024). Online genomic database with advanced search for researchers.
Predicting Criminal Characteristics with ML
Project Leader, KISR (2022-2023). Ensemble model predicting criminal characteristics from victim and crime data.
Online Questioning System
Task Leader, KISR (2023). System to record and analyse interrogation results.
publications
The COVID-19 Pandemic and Instability of Stock Markets: An Empirical Analysis Using Panel Vector Error Correction Model
Published in The Journal of Asian Finance, Economics and Business (Q2), 2022
Panel econometric analysis of the long-run relationship between COVID-19 cases and deaths and stock returns in GCC and other markets.
Recommended citation: Abdulrazzaq, Y., Ali, M., & Almansouri, H. (2022). The COVID-19 Pandemic and Instability of Stock Markets: An Empirical Analysis Using Panel Vector Error Correction Model. The Journal of Asian Finance, Economics and Business.
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Panconnectivity algorithm for Eisenstein-Jacobi networks
Published in Kuwait Journal of Science (Q2), 2023
An algorithm proving panconnectivity of Eisenstein-Jacobi networks by constructing all cycles between any two nodes.
Recommended citation: Awadh, M., Hussain, Z., & Almansouri, H. (2023). Panconnectivity algorithm for Eisenstein-Jacobi networks. Kuwait Journal of Science.
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Shortest Node-to-Node Disjoint Paths Algorithm for Symmetric Networks
Published in Cluster Computing (Q1), 2024
A general O(n²) algorithm that constructs maximal, shortest node-to-node disjoint paths for symmetric networks.
Recommended citation: Almansouri, H., & Hussain, Z. (2024). Shortest Node-to-Node Disjoint Paths Algorithm for Symmetric Networks. Cluster Computing.
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Machine learning model for predicting cyber-criminal characteristics
Published in Kuwait Journal of Science (Q1), 2025
Predicting cybercrime investigation outcomes from complainant information using data from Kuwait’s Cyber-Crime Combating Department.
Recommended citation: Almansouri, H. A., Khajah, M. M., & Alsnayen, N. B. (2025). Machine learning model for predicting cyber-criminal characteristics. Kuwait Journal of Science.
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Development of a comprehensive GWAS atlas for chicken breeds
Published in BMC Bioinformatics (Q1), 2026
A web-based atlas linking 2,500+ SNPs to 454 traits across commercial and heritage chicken breeds.
Recommended citation: Al-Anzi, B. F., Alkhalifa, N. B., Almansouri, H. A., & AlSirhan, A. (2026). Development of a comprehensive GWAS atlas for chicken breeds. BMC Bioinformatics.
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talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching Assistant, Math Foundation Unit
University teaching (2015-2019), Gulf University for Science & Technology, 2015
Implemented technology-driven teaching models, automated exam scheduling, and contributed to the unit’s NADE accreditation.
Full-Stack Web Development
Professional course (5 weeks), Kuwait Institute for Scientific Research, 2023
Covered HTML, CSS, JavaScript, PHP, MySQL, and the fundamentals of web servers and programming.
Systems Penetration Testing, Level 1
Professional course (1 week), Crime Investigation Department, 2024
Introduction to penetration testing: command line, port scanning, directory enumeration, SQL injection, HTTP manipulation, password brute-forcing, and networking fundamentals.
Systems Penetration Testing, Level 2
Professional course (1 week), Crime Investigation Department, 2024
Intermediate web application security: HTTP request manipulation, cookie-based attacks, broken access control and XSS, using developer tools and intercepting proxies.
Systems Penetration Testing, Level 3
Professional course (1 week), Crime Investigation Department, 2024
Advanced course on system-level exploitation: open port vulnerability analysis, shell injection, and Metasploit reverse and bind shells in real-world scenarios.