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2020 – today
- 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) - [c15]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 - [c14]Ava Downey, Sheikh Rabiul Islam, Md. Kamruzzaman Sarker:
Evaluating Fairness in Predictive Policing Using Domain Knowledge. FLAIRS 2023 - [c13]Sheikh Rabiul Islam, Ingrid Russell, Maanak Gupta:
Incorporating the Concept of Bias and Fairness in Cybersecurity Curricular Module. SIGCSE (2) 2023: 1358 - 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) - [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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last updated on 2023-10-02 00:46 CEST by the dblp team
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