@article{islam2025tcc,
title   = {Federated learning with adaptive regularization for efficient edge data corruption detection in edge intelligence},
author  = {Islam, Md Rashedul and Uddin, Palash and Xiang, Yong and Yeh, K.-H. and Liu, L. and Kua, Jonathan},
journal = {IEEE Transactions on Cloud Computing},
year    = {2025}
}
		  

@ARTICLE{10836859,
  author={Islam, Md Rashedul and Xiang, Yong and Uddin, Md Palash and Zhao, Yao and Kua, Jonathan and Gao, Longxiang},
  journal={IEEE Transactions on Mobile Computing}, 
  title={Multiple Edge Data Integrity Verification With Multi-Vendors and Multi-Servers in Mobile Edge Computing}, 
  year={2025},
  volume={24},
  number={6},
  pages={4668-4683},
  keywords={Costs;Cloud computing;Data integrity;Servers;Multi-access edge computing;Accuracy;Surges;Internet of Things;Hash functions;Delays;Adaptive merkle tree;data integrity verification;edge computing;edge data integrity;minimal verification information;single-round proof generation},
  doi={10.1109/TMC.2025.3528016}
  }
		  

@article{doi:10.1177/20552076241295577,
author = {Md Abdus Sahid and Md Palash Uddin and Hasi Saha and Md Rashedul Islam},
title ={Towards privacy-preserving Alzheimer’s disease classification: Federated learning on T1-weighted magnetic resonance imaging data},

journal = {DIGITAL HEALTH},
volume = {10},
number = {},
pages = {20552076241295577},
year = {2024},
doi = {10.1177/20552076241295577}
  }
		  

@Article{rs16122069,
AUTHOR = {Islam, Md. Rashedul and Islam, Md. Touhid and Uddin, Md Palash and Ulhaq, Anwaar},
TITLE = {Improving Hyperspectral Image Classification with Compact Multi-Branch Deep Learning},
JOURNAL = {Remote Sensing},
VOLUME = {16},
YEAR = {2024},
NUMBER = {12},
ARTICLE-NUMBER = {2069},
URL = {https://www.mdpi.com/2072-4292/16/12/2069},
ISSN = {2072-4292},
DOI = {10.3390/rs16122069}
}
		  

@article{Islam01102024,
author = {Touhid Islam and Rashedul Islam and Abdulla Al Mamun},
title = {Advancing hyperspectral image classification with dual branch networks and informative feature extraction},
journal = {Journal of Spatial Science},
volume = {69},
number = {4},
pages = {1151--1179},
year = {2024},
publisher = {Taylor \& Francis},
doi = {10.1080/14498596.2024.2364231}
}
		  

@Article{rs16050807,
AUTHOR = {Islam, Touhid and Islam, Rashedul and Uddin, Palash and Ulhaq, Anwaar},
TITLE = {Spectrally Segmented-Enhanced Neural Network for Precise Land Cover Object Classification in Hyperspectral Imagery},
JOURNAL = {Remote Sensing},
VOLUME = {16},
YEAR = {2024},
NUMBER = {5},
ARTICLE-NUMBER = {807},
URL = {https://www.mdpi.com/2072-4292/16/5/807},
ISSN = {2072-4292},
DOI = {10.3390/rs16050807}
}
		  

@article{ 10.5120/ijca2024923351,
author = { Md. Omar Faruque, Md. Rashedul Islam, Md. Touhid Islam },
title = { Advanced Masked Face Recognition using Robust and Light Weight Deep Learning Model },
journal = { International Journal of Computer Applications },
issue_date = { Jan 2024 },
volume = { 186 },
number = { 2 },
month = { Jan },
year = { 2024 },
issn = { 0975-8887 },
pages = { 42-51 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume186/number2/33047-2024923351/ },
doi = { 10.5120/ijca2024923351 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}	  

@article{Islam2023RemoteSensingDLHyperspectral,
author = {M. T. Islam and Md Rashedul Islam and Md Palash Uddin and A. Ulhaq},
title = {A deep learning-based hyperspectral object classification approach via imbalanced training samples handling},
journal = {Remote Sensing},
volume = {15},
number = {14},
pages = {3532},
year = {2023},
month = {Jul}
}
		  

@article{Islam2023SensorsMIFeatureReduction,
author = {Md Rashedul Islam and B. Ahmed and M. A. Hossain and Md Palash Uddin},
title = {Mutual information-driven feature reduction for hyperspectral image classification},
journal = {Sensors},
year = {2023},
note = {Q1}
}
		  

@article{Islam2023JSSSpectralSpatialHybridDL,
author = {Md Rashedul Islam and M. T. Islam and Md Palash Uddin},
title = {Improving hyperspectral image classification through spectral--spatial feature reduction with a hybrid approach and deep learning},
journal = {Journal of Spatial Science},
year = {2023},
note = {Q2}
}
		  

@article{Islam2023RemoteSensingITDR,
author = {Md Rashedul Islam and A. Siddiqa and M. I. Afjal and Md Palash Uddin and A. Ulhaq},
title = {Hyperspectral image classification via information theoretic dimension reduction},
journal = {Remote Sensing},
year = {2023},
note = {Q1}
}
		  

@article{Siddiqa2022JSSSpectralSegDR,
author = {A. Siddiqa and Md Rashedul Islam and M. I. Afjal},
title = {Spectral segmentation-based dimension reduction for hyperspectral image classification},
journal = {Journal of Spatial Science},
year = {2022},
note = {Q2}
}
		  

@article{Zakaria2022IJCAHybrid3DNet,
author = {Z. B. Zakaria and Md Rashedul Islam},
title = {Hybrid 3DNet: Hyperspectral image classification with spectral--spatial dimension reduction using 3D CNN},
journal = {International Journal of Computer Applications},
year = {2022}
}
		  

@article{Islam2021IJCASatelliteHSIDR,
author = {Md Rashedul Islam and A. Siddiqa and N. Tasnim},
title = {An efficient dimensionality reduction method for the classification of satellite remote sensing hyperspectral images},
journal = {International Journal of Computer Applications},
year = {2021}
}
		  

@article{Islam2020JSSFeatureReductionHSI,
author = {Md Rashedul Islam and B. Ahmed and A. Hossain},
title = {Feature reduction of hyperspectral image for classification},
journal = {Journal of Spatial Science},
year = {2020},
note = {Q2}
}
		  

@article{Islam2020ISJModifiedLSBFiltering,
author = {Md Rashedul Islam and T. Tanni and S. Parvin and M. Sultana and A. Siddiqa},
title = {A modified LSB image steganography method using filtering algorithm and stream of password},
journal = {Information Security Journal: A Global Perspective},
year = {2020},
note = {Q2}
}
		  

@article{Basak2018ASETBlindSteganalysis,
author = {P. Basak and L. Arjuman and A. M. Nitu and Md Rashedul Islam},
title = {A modified blind steganalysis method based on the moments of characteristic function},
journal = {Advancement in Software Engineering and Testing},
year = {2018}
}
		  

@article{Sultana2018RTITLSBAES,
author = {S. Sultana and A. Khanam and Md Rashedul Islam and others},
title = {A modified filtering approach of LSB image steganography using stream builder along with AES encryption},
journal = {Recent Trends in Information Technology and its Applications},
year = {2018}
}
		  

@article{Roy2017IJRCEEBengaliV2T,
author = {S. K. Roy and A. K. Ghosh and A. S. Asa and Md Palash Uddin and Md Rashedul Islam and M. I. Afjal},
title = {Bengali consonants voice-to-text conversion using machine learning tools},
journal = {International Journal of Research in Computer Engineering and Electronics},
year = {2017}
}
		  

@article{Sohrawordi2015JIDSWalkingAssistant,
author = {M. Sohrawordi and M. Hossen and Md Palash Uddin and A. M. Nitu and Md Rashedul Islam},
title = {Android-based walking assistant for blind and low-vision people suggesting the shortest path using Floyd--Warshall algorithm},
journal = {Journal of Innovation and Development Strategy},
year = {2015}
}
		  

@article{Nadim2014IJRCEEDedupPrivacy,
author = {M. Nadim and S. M. Billah and M. S. Alam and A. K. Mandal and Md Palash Uddin and Md Rashedul Islam},
title = {Cross-user source-based data deduplication in distributed systems without violating data privacy of individual users},
journal = {International Journal of Research in Computer Engineering and Electronics},
year = {2014}
}
		  

@inproceedings{Rahman2024COMPASColorBlindDots,
author = {S. R. Rahman and Md Rashedul Islam and A. Chakrabortty},
title = {Seeing the world in dots: A machine learning adventure in colour-blind perception},
booktitle = {IEEE International Conference on Computing, Applications and Systems (COMPAS)},
year = {2024}
}
		  

@inproceedings{Sahid2024COMPASCrossSiloParallelism,
author = {M. A. Sahid and H. Saha and Md Rashedul Islam and Md Palash Uddin},
title = {Enhancing parallelism in cross-silo federated learning for brain disease classification},
booktitle = {IEEE International Conference on Computing, Applications and Systems (COMPAS)},
year = {2024}
}
		  

@inproceedings{Bhuyain2023ICCITMDD_EEG,
author = {A. Bhuyain and J. Ferdouse and M. Babar and M. Sohrawordi and Md Rashedul Islam and E. Ali},
title = {An efficient feature optimisation approach with machine learning for detection of major depressive disorder using EEG signals},
booktitle = {26th International Conference on Computer and Information Technology (ICCIT)},
year = {2023}
}
		  

@inproceedings{Chakrabortty2023EICTAlzheimersMRI,
author = {A. Chakrabortty and S. R. Rahman and M. T. Islam and Md Rashedul Islam and M. A. Al Mamun},
title = {A machine learning algorithm to detect Alzheimer’s disease using MRI images},
booktitle = {6th International Conference on Electrical Information and Communication Technology (EICT)},
year = {2023}
}
		  

@inproceedings{Hasan2023EICTSegmentationDRHSI,
author = {T. Hasan and M. L. Ali Liton and M. H. Rahman and M. T. Islam and Md Rashedul Islam},
title = {Segmentation-based dimensionality reduction for hyperspectral image classification},
booktitle = {6th International Conference on Electrical Information and Communication Technology (EICT)},
year = {2023}
}
		  

@inproceedings{Islam2023EICTCrossoverDRMultiBranch,
author = {M. T. Islam and Md Rashedul Islam},
title = {Crossover dimensionality reduction and multi-branch deep learning for enhanced hyperspectral image classification},
booktitle = {6th International Conference on Electrical Information and Communication Technology (EICT)},
year = {2023}
}
		  

@inproceedings{Islam2023ECCESelectiveHybridNet,
author = {Md Rashedul Islam and M. T. Islam and M. Sohrawordi},
title = {Selective HybridNet: Spectral--spatial dimensionality reduction for HSI classification},
booktitle = {International Conference on Electrical, Computer and Communication Engineering (ECCE)},
year = {2023}
}
		  

@inproceedings{Rahman2023ICCITBrainTumourDL,
author = {A. B. Rahman and M. T. Islam and Md Rashedul Islam and M. Sohrawordi and M. N. Sultan},
title = {Enhanced brain tumour classification from MRI images using deep learning model},
booktitle = {26th International Conference on Computer and Information Technology (ICCIT)},
year = {2023}
}
		  

@inproceedings{Islam2022ICECTEMCNetHSI,
author = {M. T. Islam and M. Kumar and Md Rashedul Islam},
title = {MC-Net: Spectral--spatial feature reduction for hyperspectral image classification with optimised technique series},
booktitle = {International Conference on Electrical, Computer and Telecommunication Engineering (ICECTE)},
year = {2022}
}
		  

@inproceedings{Islam2022ICECESpectralSpatialOptimised,
author = {M. T. Islam and M. Kumar and Md Rashedul Islam and M. Sohrawordi},
title = {Spectral--spatial feature reduction for hyperspectral image classification with optimised technique series},
booktitle = {International Conference on Electrical and Computer Engineering (ICECE)},
year = {2022}
}
		  

@inproceedings{Islam2022ICCITSubGroupingNMFHSI,
author = {M. T. Islam and M. Kumar and Md Rashedul Islam and M. Sohrawordi},
title = {Sub-grouping-based NMF with imbalanced class handling for hyperspectral image classification},
booktitle = {International Conference on Computer and Information Technology (ICCIT)},
year = {2022}
}
		  

@inproceedings{Islam2022ICCITSpectralSpatialDR,
author = {Md Rashedul Islam and B. Ahmed},
title = {Spectral--spatial dimensionality reduction for hyperspectral image classification},
booktitle = {International Conference on Computer and Information Technology (ICCIT)},
year = {2022}
}
		  

@inproceedings{Ali2019ICIETPCAFeatureHSI,
author = {U. A. M. E. Ali and M. A. Hossain and Md Rashedul Islam},
title = {Analysis of PCA-based feature extraction methods for classification of hyperspectral image},
booktitle = {International Conference on Innovation in Engineering and Technology (ICIET)},
year = {2019}
}
		  

@inproceedings{Islam2019ECCESEGPCASpectral,
author = {Md Rashedul Islam and B. Ahmed and M. A. Hossain},
title = {Feature reduction based on segmented principal component analysis for hyperspectral image classification},
booktitle = {International Conference on Electrical, Computer and Communication Engineering (ECCE)},
year = {2019}
}
		  

@inproceedings{Siddiqa2019ICIETSpectralSubsetHSI,
author = {A. Siddiqa and M. Ibn Afzal and Md Rashedul Islam and A. Mahjabin Nitu},
title = {Spectral subset detection for hyperspectral image classification},
booktitle = {International Conference on Innovation in Engineering and Technology (ICIET)},
year = {2019}
}
		  

@inproceedings{Islam2014ICIEVFilteringLSBAES,
author = {Md Rashedul Islam and A. Siddiqa and Md Palash Uddin and A. K. Mandal and M. D. Hossain},
title = {An efficient filtering-based approach improving LSB image steganography using status bit along with AES cryptography},
booktitle = {International Conference on Informatics, Electronics and Vision (ICIEV)},
year = {2014}
}