90 citations · 197 across the 11 of their papers we have counts for
11 papers
Exploring the Scope and Potential of Local Newspaper-based Dengue Surveillance in Bangladesh
Nazia Tasnim, Md. Istiak Hossain Shihab, Moqsadur Rahman +2
Dengue fever has been considered to be one of the global public health problems of the twenty-first century, especially in tropical and subtropical countries of the global south. T…
Explainable Artificial Intelligence Approaches: A Survey
Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor +1
The lack of explainability of a decision from an Artificial Intelligence (AI) based "black box" system/model, despite its superiority in many real-world applications, is a key stum…
Towards Quantification of Explainability in Explainable Artificial Intelligence Methods
Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor
Artificial Intelligence (AI) has become an integral part of domains such as security, finance, healthcare, medicine, and criminal justice. Explaining the decisions of AI systems in…
Investigating bankruptcy prediction models in the presence of extreme class imbalance and multiple stages of economy
Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor +3
In the area of credit risk analytics, current Bankruptcy Prediction Models (BPMs) struggle with (a) the availability of comprehensive and real-world data sets and (b) the presence…
Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response
Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor +2
Artificial Intelligence (AI) has become an integral part of modern-day security solutions for its ability to learn very complex functions and handling "Big Data". However, the lack…
Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection
Qian Chen, Sheikh Rabiul Islam, Henry Haswell +1
Security operation centers (SOCs) typically use a variety of tools to collect large volumes of host logs for detection and forensic of intrusions. Our experience, supported by rece…
Infusing domain knowledge in AI-based "black box" models for better explainability with application in bankruptcy prediction
Sheikh Rabiul Islam, William Eberle, Sid Bundy +1
Although "black box" models such as Artificial Neural Networks, Support Vector Machines, and Ensemble Approaches continue to show superior performance in many disciplines, their ad…
Worldcoin: A Hypothetical Cryptocurrency for the People and its Government
Sheikh Rabiul Islam
The world of cryptocurrency is not transparent enough though it was established for innate transparent tracking of capital flows. The most contributing factor is the violation of s…
Credit Default Mining Using Combined Machine Learning and Heuristic Approach
Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor
Predicting potential credit default accounts in advance is challenging. Traditional statistical techniques typically cannot handle large amounts of data and the dynamic nature of f…
Mining Bad Credit Card Accounts from OLAP and OLTP
Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor
Credit card companies classify accounts as a good or bad based on historical data where a bad account may default on payments in the near future. If an account is classified as a b…
Mining Illegal Insider Trading of Stocks: A Proactive Approach
Sheikh Rabiul Islam, Sheikh Khaled Ghafoor, William Eberle
Illegal insider trading of stocks is based on releasing non-public information (e.g., new product launch, quarterly financial report, acquisition or merger plan) before the informa…