90 citations · 160 across the 7 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…