Sheikh Rabiul Islam

49 papers B 8Misc 6Journal 21Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Empowering Neurodiverse Talent in Cybersecurity Through Fair and Inclusive AI Education. SIGCSE (2) Sheikh Rabiul Islam, Yansi Keim, Mohiuddin Ahmed, Maanak Gupta, Ingrid Russell, Mahmoud Abdelsalam
2025	B	`conf`	Accuracy and Efficiency Trade-Offs in LLM-Based Malware Detection and Explanation: A Comparative Study of Parameter Tuning vs. Full Fine-Tuning. IEEE Big Data Stephen C. Gravereaux, Sheikh Rabiul Islam
2025	J	`jnl`	Accuracy and Efficiency Trade-Offs in LLM-Based Malware Detection and Explanation: A Comparative Study of Parameter Tuning vs. Full Fine-Tuning. CoRR Stephen C. Gravereaux, Sheikh Rabiul Islam
2024	J	`jnl`	Advances in Explainable, Fair, and Trustworthy AI. Int. J. Artif. Intell. Tools Sheikh Rabiul Islam, Ingrid Russell, William Eberle, Douglas A. Talbert, Md Golam Moula Mehedi Hasan
2024	B	`conf`	Algorithmic Lending Bias: Evaluating the Fairness of Historical Redlining in Loan Approvals. IEEE Big Data Kuber Sarwal, Sheikh Rabiul Islam
2024	B	`conf`	Explainable Deep Learning Models for Dynamic and Online Malware Classification. SMARTCOMP Quincy Card, Daniel Simpson, Kshitiz Aryal, Maanak Gupta, Sheikh Rabiul Islam
2024	J	`jnl`	Explainable Deep Learning Models for Dynamic and Online Malware Classification. CoRR Quincy Card, Daniel Simpson, Kshitiz Aryal, Maanak Gupta, Sheikh Rabiul Islam
2024	J	`jnl`	Explainable Machine Learning Model to Accurately Predict Protein-Binding Peptides. Algorithms Sayed Mehedi Azim, Aravind Balasubramanyam, Sheikh Rabiul Islam, Jinglin Fu, Iman Dehzangi
2024	Misc	`conf`	Knowledge-infused and Explainable Malware Forensics. FLAIRS Neha Mohan Kumar, Sheikh Rabiul Islam
2024	B	`conf`	Leveraging Large Language Models and Deep Learning for Detecting Illegal Insider Trading. IEEE Big Data Anoop Adusumilli, Sheikh Rabiul Islam, Iman Dehzangi, June Kim
2024	—	`conf`	Multi-modal Machine Learning Model for Interpretable Malware Classification. xAI (3) Fahmida Tasnim Lisa, Sheikh Rabiul Islam, Neha Mohan Kumar
2024	Misc	`conf`	Multimodal and Explainable Android Adware Classification Techniques. FLAIRS Momoreoluwa Ayinde, Sheikh Rabiul Islam, Iman Dehzangi, Fahmida Tasnim Lisa
2024	J	`jnl`	Predictive Policing: A Fairness-aware Approach. Int. J. Artif. Intell. Tools Ava Downey, Sheikh Rabiul Islam, Md Kamruzzman Sarker
2024	J	`jnl`	Preface. Int. J. Artif. Intell. Tools Ingrid Russell, Sheikh Rabiul Islam, William Eberle, Douglas A. Talbert, Md Golam Moula Mehedi Hasan
2024	B	`conf`	Prompt Chaining-Assisted Malware Detection: A Hybrid Approach Utilizing Fine-Tuned LLMs and Domain Knowledge-Enriched Cybersecurity Knowledge Graphs. IEEE Big Data Neha Mohan Kumar, Fahmida Tasnim Lisa, Sheikh Rabiul Islam
2024	Misc	`conf`	Severe Weather Forecasting via the Sole Use of Satellite Data. FLAIRS Brianna D'Urso, Sheikh Rabiul Islam, Md. Kamruzzaman Sarker, Ingrid Russell
2023	J	`jnl`	Ad-Hoc Monitoring of COVID-19 Global Research Trends for Well-Informed Policy Making. ACM Trans. Intell. Syst. Technol. Souvika Sarkar, Biddut Sarker Bijoy, Syeda Jannatus Saba, Dongji Feng, Yash Mahajan, Mohammad Ruhul Amin, Sheikh Rabiul Islam, Shubhra Kanti Karmaker Santu
2023	B	`conf`	Aiming to Minimize Alcohol-Impaired Road Fatalities: Utilizing Fairness-Aware and Domain Knowledge-Infused Artificial Intelligence. IEEE Big Data Tejas Venkateswaran, Sheikh Rabiul Islam, Md Golam Moula Mehedi Hasan, Mohiuddin Ahmed
2023	J	`jnl`	Aiming to Minimize Alcohol-Impaired Road Fatalities: Utilizing Fairness-Aware and Domain Knowledge-Infused Artificial Intelligence. CoRR Tejas Venkateswaran, Sheikh Rabiul Islam, Md Golam Moula Mehedi Hasan, Mohiuddin Ahmed
2023	Misc	`conf`	Evaluating Fairness in Predictive Policing Using Domain Knowledge. FLAIRS Ava Downey, Sheikh Rabiul Islam, Md. Kamruzzaman Sarker
2023	—	`conf`	Incorporating the Concept of Bias and Fairness in Cybersecurity Curricular Module. SIGCSE (2) Sheikh Rabiul Islam, Ingrid Russell, Maanak Gupta
2023	B	`conf`	Predicting Potential School Shooters from Social Media Posts. IEEE Big Data Alana Cedeno, Rachel Liang, Sheikh Rabiul Islam
2023	J	`jnl`	Predicting Potential School Shooters from Social Media Posts. CoRR Alana Cedeno, Rachel Liang, Sheikh Rabiul Islam
2023	—	`conf`	Vision Transformers for Galaxy Morphology Classification: Fine-Tuning Pre-trained Networks vs. Training from Scratch. DeLTA Rahul Kumar, Md. Kamruzzaman Sarker, Sheikh Rabiul Islam
2022	—	`conf`	Advancing Fairness in Public Funding Using Domain Knowledge. AAAI Spring Symposium: HFIF Thomas Goolsby, Sheikh Rabiul Islam, Ingrid Russell
2022	B	`conf`	Data-Driven Estimation of Effectiveness of COVID-19 Non-pharmaceutical Intervention Policies. IEEE Big Data Yash Mahajan, Sheikh Rabiul Islam, Mohammad Ruhul Amin, Shubhra Kanti Karmaker Santu
2022	—	`conf`	Incorporating the Concepts of Fairness and Bias into an Undergraduate Computer Science Course to Promote Fair Automated Decision Systems. SIGCSE (2) Sheikh Rabiul Islam, Ingrid Russell, William Eberle, Darina Dicheva
2022	J	`jnl`	Instilling conscience about bias and fairness in automated decisions. J. Comput. Sci. Coll. Sheikh Rabiul Islam, Ingrid Russell, William Eberle, Darina Dicheva
2021	—	`conf`	A Supervised Rare Anomaly Detection Technique via Cooperative Co-evolution-Based Feature Selection Using Benchmark UNSW_NB15 Dataset. UbiSec A. N. M. Bazlur Rashid, Mohiuddin Ahmed, Sheikh Rabiul Islam
2021	—	`conf`	COVID19α: Interactive Spatio-Temporal Visualization of COVID-19 Symptoms through Tweet Analysis. IUI Companion Biddut Sarker Bijoy, Syeda Jannatus Saba, Souvika Sarkar, Md. Saiful Islam, Sheikh Rabiul Islam, Mohammad Ruhul Amin, Shubhra Kanti Karmaker Santu
2021	J	`jnl`	Explainable Artificial Intelligence Approaches: A Survey. CoRR Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor, Mohiuddin Ahmed
2021	J	`jnl`	Exploring the Scope and Potential of Local Newspaper-based Dengue Surveillance in Bangladesh. CoRR Nazia Tasnim, Md. Istiak Hossain Shihab, Moqsadur Rahman, Sheikh Rabiul Islam, Mohammad Ruhul Amin
2021	J	`jnl`	FAIXID: A Framework for Enhancing AI Explainability of Intrusion Detection Results Using Data Cleaning Techniques. J. Netw. Syst. Manag. Hong Liu, Chen Zhong, Awny Alnusair, Sheikh Rabiul Islam
2021	—	`conf`	Implications of Combining Domain Knowledge in Explainable Artificial Intelligence. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering Sheikh Rabiul Islam, William Eberle
2021	Misc	`conf`	Observing the Unobserved: A Newspaper Based Dengue Surveillance System for the Low-Income Regions of Bangladesh. FLAIRS Nazia Tasnim, Md. Istiak Hossain Shihab, Moqsadur Rahman, Jillur Rahman Saurav, Sheikh Rabiul Islam, Mohammad Ruhul Amin
2020	—	`conf`	Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1) Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor, Ambareen Siraj, Mike Rogers
2020	Misc	`conf`	Towards Quantification of Explainability in Explainable Artificial Intelligence Methods. FLAIRS Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor
2019	—	`conf`	Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection. SciSec Qian (Guenevere) Chen, Sheikh Rabiul Islam, Henry Haswell, Robert A. Bridges
2019	J	`jnl`	Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection. CoRR Qian (Guenevere) Chen, Sheikh Rabiul Islam, Henry Haswell, Robert A. Bridges
2019	J	`jnl`	Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response. CoRR Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor, Ambareen Siraj, Mike Rogers
2019	J	`jnl`	Infusing domain knowledge in AI-based "black box" models for better explainability with application in bankruptcy prediction. CoRR Sheikh Rabiul Islam, William Eberle, Sid C. Bundy, Sheikh Khaled Ghafoor
2019	J	`jnl`	Investigating bankruptcy prediction models in the presence of extreme class imbalance and multiple stages of economy. CoRR Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor, Sid C. Bundy, Douglas A. Talbert, Ambareen Siraj
2019	J	`jnl`	Towards Quantification of Explainability in Explainable Artificial Intelligence Methods. CoRR Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor
2018	J	`jnl`	A Deep Learning Based Illegal Insider-Trading Detection and Prediction Technique in Stock Market. CoRR Sheikh Rabiul Islam
2018	—	`conf`	A Flexible-blocking Based Approach for Performance Tuning of Matrix Multiplication Routines for Large Matrices with Edge Cases. IEEE BigData Md Mosharaf Hossain, Thomas M. Hines, Sheikh K. Ghafoor, Sheikh Rabiul Islam, Ramakrishnan Kannan, Sreenivas R. Sukumar
2018	J	`jnl`	Credit Default Mining Using Combined Machine Learning and Heuristic Approach. CoRR Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor
2018	J	`jnl`	Mining Bad Credit Card Accounts from OLAP and OLTP. CoRR Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor
2018	—	`conf`	Mining Illegal Insider Trading of Stocks: A Proactive Approach. IEEE BigData Sheikh Rabiul Islam, Sheikh Khaled Ghafoor, William Eberle
2017	—	`conf`	Mining Bad Credit Card Accounts from OLAP and OLTP. ICCDA Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor