Sheikh Rabiul Islam

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 39

Top Topics

Matrix Multiplication

Domain Knowledge

Artificial Intelligence

Top Venues

Publications

Neha Mohan Kumar, Sheikh Rabiul Islam
Knowledge-infused and Explainable Malware Forensics. FLAIRS (2024)
Momoreoluwa Ayinde, Sheikh Rabiul Islam, Iman Dehzangi, Fahmida Tasnim Lisa
Multimodal and Explainable Android Adware Classification Techniques. FLAIRS (2024)
Brianna D'Urso, Sheikh Rabiul Islam, Md. Kamruzzaman Sarker, Ingrid Russell
Severe Weather Forecasting via the Sole Use of Satellite Data. FLAIRS (2024)
Quincy Card, Daniel Simpson, Kshitiz Aryal, Maanak Gupta, Sheikh Rabiul Islam
Explainable Deep Learning Models for Dynamic and Online Malware Classification. SMARTCOMP (2024)
Quincy Card, Daniel Simpson, Kshitiz Aryal, Maanak Gupta, Sheikh Rabiul Islam
Explainable Deep Learning Models for Dynamic and Online Malware Classification. CoRR (2024)
Souvika Sarkar, Biddut Sarker Bijoy, Syeda Jannatus Saba, Dongji Feng, Yash Mahajan, Mohammad Ruhul Amin, Sheikh Rabiul Islam, Shubhra Kanti Karmaker
Ad-Hoc Monitoring of COVID-19 Global Research Trends for Well-Informed Policy Making. ACM Trans. Intell. Syst. Technol. 14 (2) (2023)
Tejas Venkateswaran, Sheikh Rabiul Islam, Md Golam Moula Mehedi Hasan, Mohiuddin Ahmed
Aiming to Minimize Alcohol-Impaired Road Fatalities: Utilizing Fairness-Aware and Domain Knowledge-Infused Artificial Intelligence. CoRR (2023)
Alana Cedeno, Rachel Liang, Sheikh Rabiul Islam
Predicting Potential School Shooters from Social Media Posts. CoRR (2023)
Tejas Venkateswaran, Sheikh Rabiul Islam, Md Golam Moula Mehedi Hasan, Mohiuddin Ahmed
Aiming to Minimize Alcohol-Impaired Road Fatalities: Utilizing Fairness-Aware and Domain Knowledge-Infused Artificial Intelligence. BigData (2023)
Rahul Kumar, Md. Kamruzzaman Sarker, Sheikh Rabiul Islam
Vision Transformers for Galaxy Morphology Classification: Fine-Tuning Pre-trained Networks vs. Training from Scratch. DeLTA (2023)
Alana Cedeno, Rachel Liang, Sheikh Rabiul Islam
Predicting Potential School Shooters from Social Media Posts. BigData (2023)
Sheikh Rabiul Islam, Ingrid Russell, Maanak Gupta
Incorporating the Concept of Bias and Fairness in Cybersecurity Curricular Module. SIGCSE (2) (2023)
Ava Downey, Sheikh Rabiul Islam, Md. Kamruzzaman Sarker
Evaluating Fairness in Predictive Policing Using Domain Knowledge. FLAIRS (2023)
Nazifa Tabassum, Sheikh Rabiul Islam, Farzana Bulbul
Brain Tumor Detection from Brain MRI Using Soft IP Core on FPGA. Circuits Syst. Signal Process. 42 (2) (2023)
Tariqul Islam, Sheikh Rabiul Islam, Mahbubur Rahman
Learning Condition-Invariant Scene Representations for Place Recognition across the Seasons Using Auto-Encoder and ICA. J. Electr. Comput. Eng. 2022 (2022)
Sheikh Rabiul Islam, Ingrid Russell, William Eberle, Darina Dicheva
Incorporating the Concepts of Fairness and Bias into an Undergraduate Computer Science Course to Promote Fair Automated Decision Systems. SIGCSE (2) (2022)
Yash Mahajan, Sheikh Rabiul Islam, Mohammad Ruhul Amin, Shubhra Kanti Karmaker Santu
Data-Driven Estimation of Effectiveness of COVID-19 Non-pharmaceutical Intervention Policies. Big Data (2022)
Thomas Goolsby, Sheikh Rabiul Islam, Ingrid Russell
Advancing Fairness in Public Funding Using Domain Knowledge. AAAI Spring Symposium: HFIF (2022)
Sheikh Rabiul Islam, William Eberle
Implications of Combining Domain Knowledge in Explainable Artificial Intelligence. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (2021)
Hong Liu, Chen Zhong, Awny Alnusair, Sheikh Rabiul Islam
FAIXID: A Framework for Enhancing AI Explainability of Intrusion Detection Results Using Data Cleaning Techniques. J. Netw. Syst. Manag. 29 (4) (2021)
A. N. M. Bazlur Rashid, Mohiuddin Ahmed, Sheikh Rabiul Islam
A Supervised Rare Anomaly Detection Technique via Cooperative Co-evolution-Based Feature Selection Using Benchmark UNSW_NB15 Dataset. UbiSec (2021)
Biddut Sarker Bijoy, Syeda Jannatus Saba, Souvika Sarkar, Md Saiful Islam, Sheikh Rabiul Islam, Mohammad Ruhul Amin, Shubhra Kanti Karmaker Santu
COVID19α: Interactive Spatio-Temporal Visualization of COVID-19 Symptoms through Tweet Analysis. IUI Companion (2021)
Nazia Tasnim, Md. Istiak Hossain Shihab, Moqsadur Rahman, Sheikh Rabiul Islam, Mohammad Ruhul Amin
Exploring the Scope and Potential of Local Newspaper-based Dengue Surveillance in Bangladesh. CoRR (2021)
Nazia Tasnim, Md. Istiak Hossain Shihab, Moqsadur Rahman, Jillur Rahman Saurav, Sheikh Rabiul Islam, Mohammad Ruhul Amin
Observing the Unobserved: A Newspaper Based Dengue Surveillance System for the Low-Income Regions of Bangladesh. FLAIRS Conference (2021)
Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor, Mohiuddin Ahmed
Explainable Artificial Intelligence Approaches: A Survey. CoRR (2021)
Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor, Ambareen Siraj, Mike Rogers
Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1) (2020)
Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor
Towards Quantification of Explainability in Explainable Artificial Intelligence Methods. FLAIRS Conference (2020)
Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor, Ambareen Siraj, Mike Rogers
Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response. CoRR (2019)
Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor
Towards Quantification of Explainability in Explainable Artificial Intelligence Methods. CoRR (2019)
Qian (Guenevere) Chen, Sheikh Rabiul Islam, Henry Haswell, Robert A. Bridges
Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection. CoRR (2019)
Sheikh Rabiul Islam, William Eberle, Sid C. Bundy, Sheikh Khaled Ghafoor
Infusing domain knowledge in AI-based "black box" models for better explainability with application in bankruptcy prediction. CoRR (2019)
Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor, Sid C. Bundy, Douglas A. Talbert, Ambareen Siraj
Investigating bankruptcy prediction models in the presence of extreme class imbalance and multiple stages of economy. CoRR (2019)
Qian (Guenevere) Chen, Sheikh Rabiul Islam, Henry Haswell, Robert A. Bridges
Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection. SciSec (2019)
Sheikh Rabiul Islam, Sheikh Khaled Ghafoor, William Eberle
Mining Illegal Insider Trading of Stocks: A Proactive Approach. IEEE BigData (2018)
Md Mosharaf Hossain, Thomas M. Hines, Sheikh K. Ghafoor, Sheikh Rabiul Islam, Ramakrishnan Kannan, Sreenivas R. Sukumar
A Flexible-blocking Based Approach for Performance Tuning of Matrix Multiplication Routines for Large Matrices with Edge Cases. IEEE BigData (2018)
Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor
Credit Default Mining Using Combined Machine Learning and Heuristic Approach. CoRR (2018)
Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor
Mining Bad Credit Card Accounts from OLAP and OLTP. CoRR (2018)
Sheikh Rabiul Islam
A Deep Learning Based Illegal Insider-Trading Detection and Prediction Technique in Stock Market. CoRR (2018)
Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor
Mining Bad Credit Card Accounts from OLAP and OLTP. ICCDA (2017)