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ORCIDSheikh Rabiul Islam
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2020 – today
- 2024
[j8]Sayed Mehedi Azim
, Aravind Balasubramanyam, Sheikh Rabiul Islam, Jinglin Fu, Iman Dehzangi:
Explainable Machine Learning Model to Accurately Predict Protein-Binding Peptides. Algorithms 17(9): 409 (2024)- [j7]Ingrid Russell, Sheikh Rabiul Islam, William Eberle, Douglas A. Talbert, Md Golam Moula Mehedi Hasan:
Preface. Int. J. Artif. Intell. Tools 33(3): 2402001:1-2402001:3 (2024) - [j6]Sheikh Rabiul Islam, Ingrid Russell, William Eberle, Douglas A. Talbert, Md Golam Moula Mehedi Hasan:
Advances in Explainable, Fair, and Trustworthy AI. Int. J. Artif. Intell. Tools 33(3): 2403001:1-2403001:5 (2024) - [j5]Ava Downey, Sheikh Rabiul Islam, Md Kamruzzman Sarker:
Predictive Policing: A Fairness-aware Approach. Int. J. Artif. Intell. Tools 33(3): 2460005:1-2460005:26 (2024) - [c23]Momoreoluwa Ayinde, Sheikh Rabiul Islam, Iman Dehzangi, Fahmida Tasnim Lisa:
Multimodal and Explainable Android Adware Classification Techniques. FLAIRS 2024 - [c22]Brianna D'Urso, Sheikh Rabiul Islam, Md. Kamruzzaman Sarker, Ingrid Russell:
Severe Weather Forecasting via the Sole Use of Satellite Data. FLAIRS 2024 - [c21]Neha Mohan Kumar, Sheikh Rabiul Islam:
Knowledge-infused and Explainable Malware Forensics. FLAIRS 2024 - [c20]Quincy Card, Daniel Simpson, Kshitiz Aryal, Maanak Gupta, Sheikh Rabiul Islam:
Explainable Deep Learning Models for Dynamic and Online Malware Classification. SMARTCOMP 2024: 182-189 - [c19]Fahmida Tasnim Lisa, Sheikh Rabiul Islam, Neha Mohan Kumar:
Multi-modal Machine Learning Model for Interpretable Malware Classification. xAI (3) 2024: 334-349 - [i13]Quincy Card, Daniel Simpson, Kshitiz Aryal, Maanak Gupta, Sheikh Rabiul Islam:
Explainable Deep Learning Models for Dynamic and Online Malware Classification. CoRR abs/2404.12473 (2024) - 2023
- [j4]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): 724-747 (2023) - [j3]Souvika Sarkar, Biddut Sarker Bijoy, Syeda Jannatus Saba, Dongji Feng, Yash Mahajan, Mohammad Ruhul Amin, Sheikh Rabiul Islam, Shubhra Kanti Karmaker Santu:
Ad-Hoc Monitoring of COVID-19 Global Research Trends for Well-Informed Policy Making. ACM Trans. Intell. Syst. Technol. 14(2): 26:1-26:28 (2023) - [c18]Alana Cedeno, Rachel Liang, Sheikh Rabiul Islam:
Predicting Potential School Shooters from Social Media Posts. IEEE Big Data 2023: 2139-2145 - [c17]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. IEEE Big Data 2023: 4205-4212 - [c16]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: 115-125 - [c15]Ava Downey, Sheikh Rabiul Islam, Md. Kamruzzaman Sarker:
Evaluating Fairness in Predictive Policing Using Domain Knowledge. FLAIRS 2023 - [c14]Sheikh Rabiul Islam, Ingrid Russell, Maanak Gupta:
Incorporating the Concept of Bias and Fairness in Cybersecurity Curricular Module. SIGCSE (2) 2023: 1358 - [i12]Alana Cedeno, Rachel Liang, Sheikh Rabiul Islam:
Predicting Potential School Shooters from Social Media Posts. CoRR abs/2311.14883 (2023) - [i11]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 abs/2311.16180 (2023) - 2022
- [j2]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: 6284158:1-6284158:17 (2022) - [c13]Thomas Goolsby, Sheikh Rabiul Islam, Ingrid Russell:
Advancing Fairness in Public Funding Using Domain Knowledge. AAAI Spring Symposium: HFIF 2022: 66-73 - [c12]Yash Mahajan, Sheikh Rabiul Islam, Mohammad Ruhul Amin, Shubhra Kanti Karmaker Santu:
Data-Driven Estimation of Effectiveness of COVID-19 Non-pharmaceutical Intervention Policies. IEEE Big Data 2022: 5312-5321 - [c11]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: 1075 - 2021
- [j1]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): 40 (2021) - [c10]Sheikh Rabiul Islam, William Eberle:
Implications of Combining Domain Knowledge in Explainable Artificial Intelligence. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering 2021 - [c9]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 2021 - [c8]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: 28-30 - [c7]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: 279-291 - [i10]Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor, Mohiuddin Ahmed:
Explainable Artificial Intelligence Approaches: A Survey. CoRR abs/2101.09429 (2021) - [i9]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 abs/2107.14095 (2021) - 2020
- [c6]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 - [c5]Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor:
Towards Quantification of Explainability in Explainable Artificial Intelligence Methods. FLAIRS 2020: 75-81
2010 – 2019
- 2019
- [c4]Qian (Guenevere) Chen, Sheikh Rabiul Islam, Henry Haswell, Robert A. Bridges:
Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection. SciSec 2019: 199-214 - [i8]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 abs/1905.11474 (2019) - [i7]Qian (Guenevere) Chen, Sheikh Rabiul Islam, Henry Haswell, Robert A. Bridges:
Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection. CoRR abs/1910.06469 (2019) - [i6]Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor, Ambareen Siraj, Mike Rogers:
Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response. CoRR abs/1911.09853 (2019) - [i5]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 abs/1911.09858 (2019) - [i4]Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor:
Towards Quantification of Explainability in Explainable Artificial Intelligence Methods. CoRR abs/1911.10104 (2019) - 2018
- [c3]Sheikh Rabiul Islam, Sheikh Khaled Ghafoor, William Eberle:
Mining Illegal Insider Trading of Stocks: A Proactive Approach. IEEE BigData 2018: 1397-1406 - [c2]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: 3853-3862 - [i3]Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor:
Mining Bad Credit Card Accounts from OLAP and OLTP. CoRR abs/1807.00819 (2018) - [i2]Sheikh Rabiul Islam:
A Deep Learning Based Illegal Insider-Trading Detection and Prediction Technique in Stock Market. CoRR abs/1807.00939 (2018) - [i1]Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor:
Credit Default Mining Using Combined Machine Learning and Heuristic Approach. CoRR abs/1807.01176 (2018) - 2017
- [c1]Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor:
Mining Bad Credit Card Accounts from OLAP and OLTP. ICCDA 2017: 129-137
Coauthor Index
aka: Sheikh Khaled Ghafoor
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