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Scopus Author ID: 56297419700
SciProfiles: 2249117
Loop profile: 2008775

Keywords

Machine Learning, Deep Learning, Blockchain, Remote Sensing Image Analysis, Feature Extraction and Selection, Privacy and Security

Countries

Bangladesh, Australia

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Employment (5)

Deakin University: Burwood, Victoria, AU

2022 to present | Associate (Postdoctoral) Research Fellow (IT)
Employment
Source: Self-asserted source
Md Palash Uddin

Hajee Mohammad Danesh Science and Technology University: Dinajpur, Rangpur Division, BD

2016-08-18 to present | Assistant Professor (CSE)
Employment
Source: Self-asserted source
Md Palash Uddin

Deakin University: Melbourne, Victoria, AU

2019-10-02 to 2023-02-15 | PhD Researcher (IT)
Employment
Source: Self-asserted source
Md Palash Uddin

Hajee Mohammad Danesh Science and Technology University: Dinajpur, BD

2013-08-18 to 2016-08-17 | Lecturer (CSE)
Employment
Source: Self-asserted source
Md Palash Uddin

Central Women's University : Dhaka, BD

2013-05-20 to 2013-08-17 | Lecturer (CSE)
Employment
Source: Self-asserted source
Md Palash Uddin

Education and qualifications (3)

Deakin University: Burwood, Victoria, AU

2019-10-02 to 2023-02-15 | PhD (IT)
Education
Source: Self-asserted source
Md Palash Uddin

Rajshahi University of Engineering & Technology: Rajshahi, BD

2016-04-01 to 2018-10-18 | M. Sc. Engg. in CSE (CSE)
Education
Source: Self-asserted source
Md Palash Uddin

Hajee Mohammad Danesh Science and Technology University: Dinajpur, Rangpur Division, BD

2008-01-01 to 2013-03-25 | B. Sc. in CSE (CSE)
Education
Source: Self-asserted source
Md Palash Uddin

Professional activities (1)

IEEE New York NY US: New York, NY, US

2018-01-01 to present | IEEE Membership (IT)
Membership
Source: Self-asserted source
Md Palash Uddin

Funding (1)

Deakin University Postgraduate Research Scholarship (DUPRS)

2019-10 to 2022-10 | Salary award
Deakin University (Melbourne, VIC, AU)
Source: Self-asserted source
Md Palash Uddin

Works (50 of 75)

Items per page:
Page 1 of 2

Multiple Edge Data Integrity Verification With Multi-Vendors and Multi-Servers in Mobile Edge Computing

IEEE Transactions on Mobile Computing
2025 | Journal article
DOI: 10.1109/TMC.2025.3528016
Contributors: Md Rashedul Islam; Yong Xiang; Md Palash Uddin; Yao Zhao; Jonathan Kua; Longxiang Gao
Source: check_circle
Crossref

Trustworthy and Fair Federated Learning via Reputation-Based Consensus and Adaptive Incentives

IEEE Transactions on Information Forensics and Security
2025 | Journal article
DOI: 10.1109/TIFS.2025.3546841
Contributors: Md Mamunur Rashid; Yong Xiang; Md Palash Uddin; Jine Tang; Keshav Sood; Longxiang Gao
Source: check_circle
Crossref

Inverse Gini indexed averaging: A multi-leveled ensemble approach for skin lesion classification using attention-integrated customized ResNet variants

DIGITAL HEALTH
2025-01 | Journal article
DOI: 10.1177/20552076241312936
Contributors: Anwar Hossain Efat; SM Mahedy Hasan; Md Palash Uddin; Faysal Hossain Emon
Source: check_circle
Crossref

Refining breast cancer classification: Customized attention integration approaches with dense and residual networks for enhanced detection

DIGITAL HEALTH
2025-01 | Journal article
DOI: 10.1177/20552076241309947
Contributors: Mohammad Sakif Alam; Anwar Hossain Efat; SM Mahedy Hasan; Md Palash Uddin
Source: check_circle
Crossref

A Comprehensive Survey on Edge Data Integrity Verification: Fundamentals and Future Trends

ACM Computing Surveys
2025-01-31 | Journal article
DOI: 10.1145/3680277
Contributors: Yao Zhao; Youyang Qu; Yong Xiang; Md Palash Uddin; Dezhong Peng; Longxiang Gao
Source: check_circle
Crossref

A stroke prediction framework using explainable ensemble learning

Computer Methods in Biomechanics and Biomedical Engineering
2024 | Journal article
DOI: 10.1080/10255842.2024.2316877
EID:

2-s2.0-85186430533

Part of ISSN: 14768259 10255842
Contributors: Mitu, M.; Hasan, S.M.M.; Uddin, M.P.; Mamun, M.A.; Rajinikanth, V.; Kadry, S.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

ARFL: Adaptive and Robust Federated Learning

IEEE Transactions on Mobile Computing
2024 | Journal article
DOI: 10.1109/TMC.2023.3310248
EID:

2-s2.0-85169696170

Part of ISSN: 15580660 15361233
Contributors: Uddin, M.P.; Xiang, Y.; Cai, B.; Lu, X.; Yearwood, J.; Gao, L.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier
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Empirical curvelet transform based deep DenseNet model to predict NDVI using RGB drone imagery data

Computers and Electronics in Agriculture
2024 | Journal article
DOI: 10.1016/j.compag.2024.108964
EID:

2-s2.0-85190851757

Part of ISSN: 01681699
Contributors: Diykh, M.; Ali, M.; Jamei, M.; Abdulla, S.; Uddin, M.P.; Farooque, A.A.; Labban, A.H.; Alabdally, H.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Enhancing Semantic Web Retrieval Through Ontology-Driven Feature Extraction: A Novel Proposition

Journal of Computer Science
2024 | Journal article
DOI: 10.3844/jcssp.2024.487.494
EID:

2-s2.0-85188468335

Part of ISSN: 15526607 15493636
Contributors: Khan, M.H.; Sharif, M.I.; Mehmood, M.; Nur, F.N.; Uddin, M.P.; Akhtar, Z.; Siddique, K.; Awan, S.W.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Performance discrepancy mitigation in heart disease prediction for multisensory inter-datasets

PeerJ Computer Science
2024 | Journal article
DOI: 10.7717/peerj-cs.1917
EID:

2-s2.0-85190845318

Part of ISSN: 23765992
Contributors: Hasan, M.; Sahid, M.A.; Uddin, M.P.; Marjan, M.A.; Kadry, S.; Kim, J.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Predictive modeling of multi-class diabetes mellitus using machine learning and filtering iraqi diabetes data dynamics

PLoS ONE
2024 | Journal article
DOI: 10.1371/journal.pone.0300785
EID:

2-s2.0-85193476345

Part of ISSN: 19326203
Contributors: Sahid, M.A.; Ul Hoque Babar, M.; Uddin, M.P.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Spectrally Segmented-Enhanced Neural Network for Precise Land Cover Object Classification in Hyperspectral Imagery

Remote Sensing
2024 | Journal article
DOI: 10.3390/rs16050807
EID:

2-s2.0-85187413999

Part of ISSN: 20724292
Contributors: Islam, T.; Islam, R.; Uddin, P.; Ulhaq, A.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier
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Winning at the Starting Line: Unreliable Data Replica Selection for Edge Data Integrity Verification

IEEE Transactions on Services Computing
2024 | Journal article
DOI: 10.1109/TSC.2024.3479909
Contributors: Yao Zhao; Youyang Qu; Yong Xiang; Feifei Chen; Md Palash Uddin; Longxiang Gao
Source: check_circle
Crossref

Enhancing tertiary students’ programming skills with an explainable Educational Data Mining approach

PLOS ONE
2024-09-03 | Journal article
DOI: 10.1371/journal.pone.0307536
Contributors: Md Rashedul Islam; Zeyar Aung; Adiba Mahjabin Nitu; Md Abu Marjan; Md Palash Uddin; Masud Ibn Afjal; Md Abdulla Al Mamun
Source: check_circle
Crossref

Leveraging textual information for social media news categorization and sentiment analysis

PLOS ONE
2024-07-15 | Journal article
DOI: 10.1371/journal.pone.0307027
Contributors: Mahmudul Hasan; Junaid Rashid; Tanver Ahmed; Md. Rashedul Islam; Md. Palash Uddin
Source: check_circle
Crossref

Improving Hyperspectral Image Classification with Compact Multi-Branch Deep Learning

Remote Sensing
2024-06-07 | Journal article
DOI: 10.3390/rs16122069
Contributors: Md. Rashedul Islam; Md. Touhid Islam; Md Palash Uddin; Anwaar Ulhaq
Source: check_circle
Crossref
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Towards privacy-preserving Alzheimer’s disease classification: Federated learning on T1-weighted magnetic resonance imaging data

DIGITAL HEALTH
2024-01 | Journal article
DOI: 10.1177/20552076241295577
Contributors: Md Abdus Sahid; Md Palash Uddin; Hasi Saha; Md Rashedul Islam
Source: check_circle
Crossref

A Deep Learning-Based Hyperspectral Object Classification Approach via Imbalanced Training Samples Handling

Remote Sensing
2023 | Journal article
DOI: 10.3390/rs15143532
EID:

2-s2.0-85166181658

Part of ISSN: 20724292
Contributors: Islam, M.T.; Islam, M.R.; Uddin, M.P.; Ulhaq, A.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier
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A Machine Learning Framework for Early-Stage Detection of Autism Spectrum Disorders

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2022.3232490
EID:

2-s2.0-85146219465

Part of ISSN: 21693536
Contributors: Mahedy Hasan, S.M.; Uddin, M.P.; Mamun, M.A.; Sharif, M.I.; Ulhaq, A.; Krishnamoorthy, G.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier
grade
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A novel data balancing technique via resampling majority and minority classes toward effective classification

Telkomnika (Telecommunication Computing Electronics and Control)
2023 | Journal article
DOI: 10.12928/TELKOMNIKA.V21I6.25211
EID:

2-s2.0-85178175057

Part of ISSN: 23029293 16936930
Contributors: Hasan, M.; Rabbi, M.F.; Sultan, M.N.; Nitu, A.M.; Uddin, M.P.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Adaptive Regularization and Resilient Estimation in Federated Learning

IEEE Transactions on Services Computing
2023 | Journal article
DOI: 10.1109/TSC.2023.3332703
EID:

2-s2.0-85177061772

Part of ISSN: 19391374
Contributors: Uddin, M.P.; Xiang, Y.; Zhao, Y.; Ali, M.; Zhang, Y.; Gao, L.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier
grade
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An Educational Data Mining System For Predicting And Enhancing Tertiary Students’ Programming Skill

Computer Journal
2023 | Journal article
DOI: 10.1093/comjnl/bxab214
EID:

2-s2.0-85165628961

Part of ISSN: 14602067 00104620
Contributors: Marjan, A.; Uddin, P.; Afjal, M.I.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

An Educational Data Mining System for Predicting Students’ Programming Performance

Journal of Information Hiding and Multimedia Signal Processing
2023 | Journal article
EID:

2-s2.0-85170040619

Part of ISSN: 20734239 20734212
Contributors: Islam, M.R.; Nitu, A.M.; Mamun, M.A.A.; Marjan, M.A.; Uddin, M.P.; Afjal, M.I.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

An IoT-Enabled Ground Loop Detection System: Design, Implementation and Testing

Journal of Circuits, Systems and Computers
2023 | Journal article
DOI: 10.1142/S0218126623502389
EID:

2-s2.0-85150705614

Part of ISSN: 17936454 02181266
Contributors: Rahman, M.S.; Uddin, M.P.; Kim, S.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Effective Feature Extraction via Segmented t-Stochastic Neighbor Embedding for Hyperspectral Image Classification

Lecture Notes in Networks and Systems
2023 | Conference paper
DOI: 10.1007/978-981-19-9483-8_4
EID:

2-s2.0-85163305982

Part of ISBN: 9789811994821
Part of ISSN: 23673389 23673370
Contributors: Ahmed, T.; Bari, M.H.; Afjal, M.I.; Nitu, A.M.; Uddin, M.P.; Marjan, M.A.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier
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Effective Feature Extraction via Folded-Sparse-PCA for Hyperspectral Image Classification

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2023 | Conference paper
DOI: 10.1007/978-3-031-34622-4_43
EID:

2-s2.0-85164120483

Part of ISBN: 9783031346217
Part of ISSN: 1867822X 18678211
Contributors: Bari, M.H.; Ahmed, T.; Afjal, M.I.; Nitu, A.M.; Uddin, M.P.; Marjan, M.A.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier
grade
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Ensemble machine learning-based recommendation system for effective prediction of suitable agricultural crop cultivation

Frontiers in Plant Science
2023 | Journal article
DOI: 10.3389/fpls.2023.1234555
EID:

2-s2.0-85168710747

Part of ISSN: 1664462X
Contributors: Hasan, M.; Marjan, M.A.; Uddin, M.P.; Afjal, M.I.; Kardy, S.; Ma, S.; Nam, Y.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Human Gait Recognition using Deep Learning: A Comprehensive Review

arXiv
2023 | Other
DOI: 10.48550/arXiv.2309.10144
EID:

2-s2.0-85173696215

Part of ISSN: 23318422
Contributors: Sharif, M.I.; Mehmood, M.; Sharif, M.I.; Uddin, M.P.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Hyperspectral Image Classification via Information Theoretic Dimension Reduction

Remote Sensing
2023 | Journal article
DOI: 10.3390/rs15041147
EID:

2-s2.0-85149269647

Part of ISSN: 20724292
Contributors: Islam, M.R.; Siddiqa, A.; Ibn Afjal, M.; Uddin, M.P.; Ulhaq, A.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier
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Improving hyperspectral image classification through spectral-spatial feature reduction with a hybrid approach and deep learning

Journal of Spatial Science
2023 | Journal article
DOI: 10.1080/14498596.2023.2227948
EID:

2-s2.0-85165177605

Part of ISSN: 14498596
Contributors: Islam, M.R.; Islam, M.T.; Uddin, M.P.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Leveraging Textual Information for Social Media News Categorization and Sentiment Analysis

SSRN
2023 | Other
DOI: 10.2139/ssrn.4425901
EID:

2-s2.0-85158064870

Part of ISSN: 15565068
Contributors: Hasan, M.; Ahmed, T.; Uddin, Md.P.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Mutual Information-Driven Feature Reduction for Hyperspectral Image Classification

Sensors
2023 | Journal article
DOI: 10.3390/s23020657
EID:

2-s2.0-85146486742

Part of ISSN: 14248220
Contributors: Islam, M.R.; Ahmed, B.; Hossain, M.A.; Uddin, M.P.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier
grade
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Prediction of the dengue incidence in Bangladesh using machine learning

Applied Intelligence for Industry 4.0
2023 | Book chapter
EID:

2-s2.0-85161237900

ISBN: 9781003256083 9781032164151
Contributors: Mamun, M.A.; Aziz, A.Z.B.; Uddin, M.P.; Hossain, M.R.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Segmented Nonnegative Matrix Factorization for Hyperspectral Image Classification

3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023
2023 | Conference paper
DOI: 10.1109/ECCE57851.2023.10101584
EID:

2-s2.0-85159034001

Part of ISBN: 9798350345360
Contributors: Bari, M.H.; Ahmed, T.; Afjal, M.I.; Nitu, A.M.; Uddin, M.P.; Marjan, M.A.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Segmented-Incremental-PCA for Hyperspectral Image Classification

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2023 | Conference paper
DOI: 10.1007/978-3-031-34622-4_44
EID:

2-s2.0-85164182985

Part of ISBN: 9783031346217
Part of ISSN: 1867822X 18678211
Contributors: Ahmed, S.; Rahman, M.M.; Haque, M.S.; Marjan, M.A.; Uddin, M.P.; Afjal, M.I.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier
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Segmented-Truncated-SVD for Effective Feature Extraction in Hyperspectral Image Classification

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2023 | Conference paper
DOI: 10.1007/978-3-031-34622-4_42
EID:

2-s2.0-85164150345

Part of ISBN: 9783031346217
Part of ISSN: 1867822X 18678211
Contributors: Rahman, M.M.; Ahmed, S.; Haque, M.S.; Marjan, M.A.; Afjal, M.I.; Uddin, M.P.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier
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Federated Learning via Disentangled Information Bottleneck

IEEE Transactions on Services Computing
2023-05-01 | Journal article
DOI: 10.1109/TSC.2022.3187962
Contributors: Md Palash Uddin; Yong Xiang; Xuequan Lu; John Yearwood; Longxiang Gao
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Crossref
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A Network Theory Investigation into the Altered Resting State Functional Connectivity in Attention-Deficit Hyperactivity Disorder

arXiv
2022 | Other
DOI: 10.48550/arXiv.2212.02402
EID:

2-s2.0-85144283857

Part of ISSN: 23318422
Contributors: Redwan, S.M.; Uddin, M.P.; Sharif, M.I.; Ulhaq, A.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Blockchain-enabled Federated Learning: A Survey

ACM Computing Surveys
2022 | Journal article
DOI: 10.1145/3524104
EID:

2-s2.0-85143592212

Part of ISSN: 15577341 03600300
Contributors: Qu, Y.; Uddin, M.P.; Gan, C.; Xiang, Y.; Gao, L.; Yearwood, J.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Masked Face Recognition System using Extended VGG-19

4th International Conference on Electrical, Computer and Telecommunication Engineering, ICECTE 2022
2022 | Conference paper
DOI: 10.1109/ICECTE57896.2022.10114484
EID:

2-s2.0-85160202605

Part of ISBN: 9798350320541
Contributors: Marjan, M.A.; Hasan, M.; Islam, M.Z.; Uddin, M.P.; Afjal, M.I.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Power Spectral Density-Based Resting-State EEG Classification of First-Episode Psychosis

arXiv
2022 | Other
DOI: 10.48550/arXiv.2301.01588
EID:

2-s2.0-85146377706

Part of ISSN: 23318422
Contributors: Redwan, S.M.; Uddin, M.P.; Ulhaq, A.; Sharif, M.I.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Robust Federated Averaging via Outlier Pruning

IEEE Signal Processing Letters
2022 | Journal article
DOI: 10.1109/LSP.2021.3134893
Contributors: Md Palash Uddin; Yong Xiang; John Yearwood; Longxiang Gao
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Crossref
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Segmented-Sparse-PCA for Hyperspectral Image Classification

4th International Conference on Electrical, Computer and Telecommunication Engineering, ICECTE 2022
2022 | Conference paper
DOI: 10.1109/ICECTE57896.2022.10114537
EID:

2-s2.0-85160205788

Part of ISBN: 9798350320541
Contributors: Haque Shemul, M.S.; Rahman, M.M.; Ahmed, S.; Marjan, M.A.; Uddin, M.P.; Afjal, M.I.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Spectrally-Segmented-Incremental-PCA for Hyperspectral Image Classification

Proceedings of 2022 25th International Conference on Computer and Information Technology, ICCIT 2022
2022 | Conference paper
DOI: 10.1109/ICCIT57492.2022.10055470
EID:

2-s2.0-85150165978

Part of ISBN: 9798350346022
Contributors: Ahmed, S.; Marjan, M.A.; Rahman, M.M.; Shemul, M.S.H.; Uddin, M.P.; Afjal, M.I.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

Improved folded-PCA for efficient remote sensing hyperspectral image classification

Geocarto International
2022-12-13 | Journal article
DOI: 10.1080/10106049.2021.2020343
Contributors: Md. Palash Uddin; Md. Al Mamun; Md. Ali Hossain; Masud Ibn Afjal
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An efficient lossless compression technique for remote sensing images using segmentation based band reordering heuristics

International Journal of Remote Sensing
2021 | Journal article
DOI: 10.1080/01431161.2020.1812130
EID:

2-s2.0-85096341429

Part of ISSN: 13665901 01431161
Contributors: Afjal, M.I.; Uddin, P.; Mamun, A.; Marjan, A.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier
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Mutual Information Driven Federated Learning

IEEE Transactions on Parallel and Distributed Systems
2021 | Journal article
DOI: 10.1109/TPDS.2020.3040981
EID:

2-s2.0-85101693340

Part of ISSN: 15582183 10459219
Contributors: Uddin, M.P.; Xiang, Y.; Lu, X.; Yearwood, J.; Gao, L.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

PCA-based dimensionality reduction for face recognition

Telkomnika (Telecommunication Computing Electronics and Control)
2021 | Journal article
DOI: 10.12928/TELKOMNIKA.v19i5.19566
EID:

2-s2.0-85115363058

Part of ISSN: 23029293 16936930
Contributors: Marjan, M.A.; Islam, M.R.; Uddin, M.P.; Afjal, M.I.; Mamun, M.A.
Source: Self-asserted source
Md Palash Uddin via Scopus - Elsevier

PCA-based Feature Reduction for Hyperspectral Remote Sensing Image Classification

IETE Technical Review
2021-07-04 | Journal article
DOI: 10.1080/02564602.2020.1740615
Contributors: Md. Palash Uddin; Md. Al Mamun; Md. Ali Hossain
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Information-theoretic feature selection with segmentation-based folded principal component analysis (PCA) for hyperspectral image classification

International Journal of Remote Sensing
2021-01-02 | Journal article
DOI: 10.1080/01431161.2020.1807650
Contributors: Md. Palash Uddin; Md. Al Mamun; Masud Ibn Afjal; Md. Ali Hossain
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Items per page:
Page 1 of 2

Peer review (16 reviews for 8 publications/grants)

Review activity for Annals of operation research. (1)
Review activity for Infrared physics & technology. (1)
Review activity for Internet of things. (1)
Review activity for Mathematics. (1)
Review activity for Neurocomputing. (1)
Review activity for PloS one. (2)
Review activity for Remote sensing. (7)
Review activity for Technological forecasting and social change. (2)
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