Dr Md Palash Uddin

STAFF PROFILE

Position

Associate Research Fellow, Blockchain

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Qualifications

Doctor of Philosophy, Deakin University, 2023

Contact

m.uddin@deakin.edu.au
+61 3 924 68588

Biography

Md Palash Uddin is currently an Associate Research Fellow at the School of Information Technology (IT), Deakin University, Australia. He earned a Ph.D. in IT from Deakin University, Australia, in 2023. He also obtained a B.Sc. degree in Computer Science and Engineering (CSE) from Hajee Mohammad Danesh Science and Technology University (HSTU), Bangladesh, and an M.Sc. degree in CSE from Rajshahi University of Engineering & Technology, Bangladesh. His focal research interests include federated learning, machine learning, deep learning, and their applications to remote sensing, image analysis, data mining, and data privacy, security & integrity.

In recognition of the potential research outcomes during his Ph.D. study, he received the "Best Presentation Award" and "Most Progressed Award" at the Annual Conference of IT Technology in 2020 and 2021, respectively. For research excellence in his MSc session, he received the "Best Paper Award" for two IEEE conference papers and one journal paper. During his BSc tenure, he was honored with the "Prime Minister Gold Medal" from the University Grants Commission (UGC) of Bangladesh, the "UGC Merit Scholarship" from the UGC of Bangladesh, and "The Dean's List Award" for the first three consecutive academic years from the Faculty of CSE of HSTU, Bangladesh.

Additionally, he has been working as a faculty member in the CSE department of HSTU, Bangladesh since 2013 and continues to hold the position with study leave permission. As such, he boasts over a 10-year professional career in the field of CSE and IT. Moreover, he is recognized as a participant as well as a coach in various international and national programming contests, including the ACM International Collegiate Programming Contest, National Collegiate Programming Contest, National Girls' Collegiate Programming Contest, and Inter-University Programming Contest.

Read more on Md Palash's profile

Research interests

  • Federated Learning
  • Machine Learning
  • Blockchain
  • Remote Sensing Image Analysis
  • Data Privacy, Security and Integrity 

Affiliations

Member, IEEE, USA

Teaching interests

  • Programming
  • Algorithms Analysis and Design
  • Machine Learning

Units taught

  • SIT232 Object-Oriented Development
  • SIT102 Introduction to Programming
  • SIT105 Thinking Technology and Design
  • SIT718  Real World Analytics

Knowledge areas

  • Federated Learning
  • Machine Learning
  • Remote Sensing Image Analysis.

Awards

SCHOLARSHIPS:

  • Deakin University Postgraduate Research Scholarship, Deakin University, Australia (2019-2022)
  • University Grants Commission (UGC) Merit Scholarship, UGC, Bangladesh (2010)
  • Dean’s List Scholarship (3 undergrad academic years), Faculty of CSE, HSTU, Bangladesh (2008-2010)

AWARDS:

  • IETE–M N Saha Memorial Award???2022, Institution of Electronics and Telecommunication Engineers (IETE), India (2022)
  • Student Excellence Postgraduate Research Award, School of IT, Deakin University, Australia (2022-2021)
  • Most Progressed Award, 2021 Annual Conference of School of IT, Deakin University, Australia (2021)
  • Best Presentation Award, 2020 Annual Conference of School of IT, Deakin University, Australia (2020)
  • Best Paper Award, IEEE International Conference on Advancement in Electrical and Electronic Engineering, Bangladesh (2018)
  • Best Paper Award, IEEE 5th Region 10 Humanitarian Technology Conference, Bangladesh (2017)
  • Prime Minister Gold Medal Award, UGC of Bangladesh (2013)
  • 10th place, RUET???Inter University Programming Contest (IUPC), RUET, Bangladesh (2012)
  • 100th Place, ACM International Collegiate Programming Contest (ACM-ICPC), Asia Regional Dhaka Site, Bangladesh (2011)
  • 23rd Place, HSTU-IUPC, HSTU, Bangladesh (2010)
  • 50th Place, ACM-ICPC, Asia Regional Dhaka Site hosted by North South University, Bangladesh (2010)
  • 49th Place, Ahsanullah University of Science and Technology-IUPC, Bangladesh (2009)

Publications

Filter by

2024

ARFL: Adaptive and Robust Federated Learning

M Uddin, Y Xiang, B Cai, X Lu, J Yearwood, L Gao

(2024), Vol. 23, pp. 5401-5417, IEEE Transactions on Mobile Computing, Piscataway, N.J., C1

journal article

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

Touhid Islam, Rashedul Islam, Palash Uddin, Anwaar Ulhaq

(2024), Vol. 16, pp. 1-20, Remote Sensing, Basel, Switzerland, C1

journal article

A stroke prediction framework using explainable ensemble learning

M Mitu, S Hasan, M Uddin, M Mamun, V Rajinikanth, S Kadry

(2024), pp. 1-20, Computer Methods in Biomechanics and Biomedical Engineering, Oxford, Eng., C1

journal article

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

M Khan, M Sharif, M Mehmood, F Nur, M Uddin, Z Akhtar, K Siddique, S Awan

(2024), Vol. 20, pp. 487-494, Journal of Computer Science, C1-1

journal article

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

Mahmudul Hasan, Md Sahid, Md Uddin, Md Abu Marjan, Seifedine Kadry, Jungeun Kim

(2024), Vol. 10, pp. 1-51, PeerJ Computer Science, London, Eng., C1

journal article
2023

Prediction of the Dengue Incidence in Bangladesh Using Machine Learning

M Mamun, A Aziz, M Uddin, M Hossain

(2023), pp. 104-117, Applied Intelligence for Industry 4.0, New York, N.Y., B1

book chapter

Mutual Information-Driven Feature Reduction for Hyperspectral Image Classification

M Islam, B Ahmed, M Hossain, M Uddin

(2023), Vol. 23, pp. 1-16, Sensors, Basel, Switzerland, C1

journal article

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

M Rahman, M Uddin, S Kim

(2023), Vol. 32, Journal of Circuits, Systems and Computers, C1-1

journal article

A Machine Learning Framework for Early-Stage Detection of Autism Spectrum Disorders

S Mahedy Hasan, M Uddin, M Mamun, M Sharif, A Ulhaq, G Krishnamoorthy

(2023), Vol. 11, pp. 15038-15057, IEEE Access, Piscataway, N.J., C1

journal article

Hyperspectral Image Classification via Information Theoretic Dimension Reduction

M Islam, A Siddiqa, M Ibn Afjal, M Uddin, A Ulhaq

(2023), Vol. 15, Remote Sensing, C1

journal article

An Educational Data Mining System For Predicting And Enhancing Tertiary Students' Programming Skill

Md Abu Marjan, Md Uddin, Masud Afjal

(2023), Vol. 66, pp. 1083-1101, Computer Journal, Oxford, Eng., C1-1

journal article

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

M Islam, M Islam, M Uddin, A Ulhaq

(2023), Vol. 15, Remote Sensing, C1

journal article

Improving hyperspectral image classification through spectral-spatial feature reduction with a hybrid approach and deep learning

M Islam, M Islam, M Uddin

(2023), Journal of Spatial Science, C1

journal article

Ensemble machine learning-based recommendation system for effective prediction of suitable agricultural crop cultivation

M Hasan, M Marjan, M Uddin, M Afjal, S Kardy, S Ma, Y Nam

(2023), Vol. 14, pp. 1-18, Frontiers in Plant Science, Lausanne, Switzerland, C1

journal article

An Educational Data Mining System for Predicting Students' Programming Performance

M Islam, A Nitu, M Mamun, M Marjan, M Uddin, M Afjal

(2023), Vol. 14, pp. 63-71, Journal of Information Hiding and Multimedia Signal Processing, [U.S.A.}, C1-1

journal article

Near Feasibility Driven Adaptive Penalty Functions Embedded MOEA/D

A Khan, M Jan, M Sagheer, R Khanum, M Uddin, S Ahmad, S Huda

(2023), Vol. 11, pp. 105182-105213, IEEE Access, C1

journal article

Adaptive Regularization and Resilient Estimation in Federated Learning

M Uddin, Y Xiang, Y Zhao, M Ali, Y Zhang, L Gao

(2023), pp. 1-14, IEEE Transactions on Services Computing, Piscataway, N.J., C1

journal article

A novel data balancing technique via resampling majority and minority classes toward effective classification

M Hasan, M Rabbi, M Sultan, A Nitu, M Uddin

(2023), Vol. 21, pp. 1308-1316, Telkomnika (Telecommunication Computing Electronics and Control), Banguntapan, Indonesia, C1-1

journal article

Segmented Nonnegative Matrix Factorization for Hyperspectral Image Classification

M Bari, T Ahmed, M Afjal, A Nitu, M Uddin, M Marjan

(2023), pp. 1-5, ECCE 2023 : Proceedings of the 3rd International Conference on Electrical, Computer and Communication Engineering, Chittagong, Bangladesh, E1-1

conference

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

T Ahmed, M Bari, M Afjal, A Nitu, M Uddin, M Marjan

(2023), Vol. 618, pp. 37-48, Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering, Singapore, E1-1

conference

Segmented-Truncated-SVD for Effective Feature Extraction in Hyperspectral Image Classification

M Rahman, S Ahmed, M Haque, M Marjan, M Afjal, M Uddin

(2023), Vol. 491 LNICST, pp. 524-537, Machine Intelligence and Emerging Technologies: First International Conference, MIET 2022, Noakhali, Bangladesh, September 23-25, 2022, Proceedings, Part II, Cham, Switzerland, E1-1

conference

Effective Feature Extraction via Folded-Sparse-PCA for Hyperspectral Image Classification

M Bari, T Ahmed, M Afjal, A Nitu, M Uddin, M Marjan

(2023), Vol. 491 LNICST, pp. 538-549, Machine Intelligence and Emerging Technologies: First International Conference, MIET 2022, Noakhali, Bangladesh, September 23-25, 2022, Proceedings, Part II, Cham, Switzerland, E1-1

conference

Segmented-Incremental-PCA for Hyperspectral Image Classification

S Ahmed, M Rahman, M Haque, M Marjan, M Uddin, M Afjal

(2023), Vol. 491, pp. 550-563, Machine Intelligence and Emerging Technologies: First International Conference, MIET 2022, Noakhali, Bangladesh, September 23-25, 2022, Proceedings, Part II, Cham, Switzerland, E1-1

conference
2022

Robust Federated Averaging via Outlier Pruning

M Uddin, Y Xiang, J Yearwood, L Gao

(2022), Vol. 29, pp. 409-413, IEEE Signal Processing Letters, C1

journal article

Blockchain-enabled Federated Learning: A Survey

Y Qu, M Uddin, C Gan, Y Xiang, L Gao, J Yearwood

(2022), Vol. 55, ACM Computing Surveys, C1

journal article

Federated Learning via Disentangled Information Bottleneck

Md Uddin, Yong Xiang, Xuequan Lu, John Yearwood, Longxiang Gao

(2022), pp. 1-14, IEEE Transactions on Services Computing, Piscataway, N.J., C1

journal article

Improved folded-PCA for efficient remote sensing hyperspectral image classification

M Uddin, M Mamun, M Hossain, M Ibn Afjal

(2022), Vol. 37, pp. 9474-9496, Geocarto International, London, Eng., C1-1

journal article

A lightweight 3D-2D convolutional neural network for spectral-spatial classification of hyperspectral images

Md Haque, Sadia Mishu, Md Uddin, Md Al Mamun

(2022), Vol. 43, pp. 1241-1258, Journal of Intelligent and Fuzzy Systems, Amsterdam, The Netherlands, C1-1

journal article

Spectrally-Segmented-Incremental-PCA for Hyperspectral Image Classification

S Ahmed, M Marjan, M Rahman, M Shemul, M Uddin, M Afjal

(2022), pp. 563-568, ICCIT 2022 : Proceedings of 25th International Conference on Computer and Information Technology, Cox's Bazar, Bangladesh, E1

conference

Segmented-Sparse-PCA for Hyperspectral Image Classification

M Haque Shemul, M Rahman, S Ahmed, M Marjan, M Uddin, M Afjal

(2022), pp. 167-170, ICECTE 2022 : Proceedings of the 4th International Conference on Electrical, Computer and Telecommunication Engineering 2022, Rajshahi, Bangladesh, E1-1

conference

Masked Face Recognition System using Extended VGG-19

M Marjan, M Hasan, M Islam, M Uddin, M Afjal

(2022), pp. 73-76, ICECTE 2022 : Proceedings of the 4th International Conference on Electrical, Computer and Telecommunication Engineering 2022, Rajshahi, Bangladesh, E1-1

conference
2021

Information-theoretic feature selection with segmentation-based folded principal component analysis (PCA) for hyperspectral image classification

M Uddin, M Mamun, M Afjal, M Hossain

(2021), Vol. 42, pp. 286-321, International Journal of Remote Sensing, C1

journal article

Mutual Information Driven Federated Learning

M Uddin, Y Xiang, X Lu, J Yearwood, L Gao

(2021), Vol. 32, pp. 1526-1538, IEEE Transactions on Parallel and Distributed Systems, C1

journal article

PCA-based Feature Reduction for Hyperspectral Remote Sensing Image Classification

M Uddin, M Mamun, M Hossain

(2021), Vol. 38, pp. 377-396, IETE Technical Review (Institution of Electronics and Telecommunication Engineers, India), London, Eng., C1-1

journal article

PCA-based dimensionality reduction for face recognition

M Marjan, M Islam, M Uddin, M Afjal, M Mamun

(2021), Vol. 19, pp. 1622-1629, TELKOMNIKA (Telecommunication, Computing, Electronics and Control), Yogyakarta, Indonesia, C1-1

journal article

An efficient lossless compression technique for remote sensing images using segmentation based band reordering heuristics

M Afjal, P Uddin, A Mamun, A Marjan

(2021), Vol. 42, pp. 756-781, International Journal of Remote Sensing, London, Eng., C1

journal article
2020

Effective subspace detection based on the measurement of both the spectral and spatial information for hyperspectral image classification

S Mishu, B Ahmed, M Hossain, M Uddin

(2020), Vol. 41, pp. 7541-7564, International Journal of Remote Sensing, C1

journal article

Enhancement of single-handed Bengali sign language recognition based on HOG features

T Tabassum, I Mahmud, M Uddin, A Emran, M Afjal, A Nitu

(2020), Vol. 98, pp. 743-756, Journal of theoretical and applied information technology, Islamabad, Pakistan, C1

journal article
2019

An enhanced extractive text summarization method for multiple documents

A Nitu, M Uddin, P Tumpa, S Yeasmin, M Afjal

(2019), Vol. 97, pp. 3475-3485, Journal of Theoretical and Applied Information Technology, Islamabad, Pakistan, C1-1

journal article

Effective feature extraction through segmentation-based folded-PCA for hyperspectral image classification

M Uddin, M Mamun, M Hossain

(2019), Vol. 40, pp. 7190-7220, International Journal of Remote Sensing, London, Eng., C1-1

journal article

Band reordering heuristics for lossless satellite image compression with 3D-CALIC and CCSDS

M Afjal, M Mamun, M Uddin

(2019), Vol. 59, pp. 514-526, Journal of Visual Communication and Image Representation, Amsterdam, The Netherlands, C1-1

journal article

NDVI Based Change Detection in Sundarban Mangrove Forest Using Remote Sensing Data

S Shimu, M Aktar, M Afjal, A Nitu, M Uddin, M Al Mamun

(2019), pp. 1-5, EICT 2019 : Proceedings of the 4th International Conference on Electrical Information and Communication Technology, Khulna, Bangladesh, E1-1

conference

A Cryptographic Algorithm Based on ASCII and Number System Conversions along with a Cyclic Mathematical Function

M Moon, M Uddin, M Afjal, M Mamun, M Marjan, M Nitu

(2019), pp. 1-5, IC4ME2 2019 : Proceedings of the International Conference on Computer, Communication, Chemical, Material and Electronic Engineering, Rajshahi, Bangladesh, E1-1

conference

Efficient Noise Reduction and HOG Feature Extraction for Sign Language Recognition

I Mahmud, T Tabassum, M Uddin, E Ali, A Nitu, M Afjal

(2019), pp. 1-4, ICAEEE 2018 : Proceedings of the International Conference on Advancement in Electrical and Electronic Engineering, Gazipur, Bangladesh, E1

conference

Weighted-Correlation based Band Reordering Heuristics for Lossless Compression of Remote Sensing Hyperspectral Sounder Data

M Afjal, M Mamun, M Uddin

(2019), pp. 1-4, ICAEEE 2018 : Proceedings of the International Conference on Advancement in Electrical and Electronic Engineering, Gazipur, Bangladesh, E1-1

conference
2018

Efficient Vector Code-book Generation using K-means and Linde-Bozo-Gray (LBG) Algorithm

Sadi Syfullah, Zareen Zakaria, Md Uddin, Md Rabbi, Masud Ibn Afjal, Adiba Nitu

(2018), pp. 1-4, ICAEEE 2018 : Proceedings of the International Conference on Advancement in Electrical and Electronic Engineering, Gazipur, Bangladesh, E1-1

conference

Band Reordering Heuristic for Lossless Satellite Image Compression with CCSDS

M Afjal, M Mamun, M Uddin

(2018), pp. 1-4, IC4ME2 2018 : Proceedings of the International Conference on Computer, Communication, Chemical, Material and Electronic Engineering, Rajshahi, Bangladesh, E1-1

conference

Comparative Analysis of Classification Approaches for Heart Disease Prediction

S Hasan, M Mamun, M Uddin, M Hossain

(2018), pp. 1-4, IC4ME2 2018 : Proceedings of the International Conference on Computer, Communication, Chemical, Material and Electronic Engineering, Rajshahi, Bangladesh, E1-1

conference

Comparative Analysis of K-Means and Bisecting K-Means Algorithms for Brain Tumor Detection

M Mahmud, M Mamun, M Hossain, M Uddin

(2018), pp. 1-4, IC4ME2 2018 : Proceedings of the International Conference on Computer, Communication, Chemical, Material and Electronic Engineering, Rajshahi, Bangladesh, E1-1

conference

Brain Tumor Detection Using Anisotropic Filtering, SVM Classifier and Morphological Operation from MR Images

M Rashid, M Mamun, M Hossain, M Uddin

(2018), pp. 1-4, IC4ME2 2018 : Proceedings of the International Conference on Computer, Communication, Chemical, Material and Electronic Engineering, Rajshahi, Bangladesh, E1-1

conference

An Improved Extractive Summarization Technique for Bengali Text(s)

P Tumpa, S Yeasmin, A Nitu, M Uddin, M Afjal, M Mamun

(2018), pp. 1-4, IC4ME2 2018 : Proceedings of the International Conference on Computer, Communication, Chemical, Material and Electronic Engineering, Rajshahi, Bangladesh, E1-1

conference

Improved Feature Extraction Using Segmented FPCA for Hyperspectral Image Classification

M Uddin, M Mamun, M Hossain

(2018), pp. 1-4, ICEEE 2017 : Proceedings of the 2nd International Conference on Electrical and Electronic Engineering, Rajshahi, Bangladesh, E1-1

conference

Segmented FPCA for hyperspectral image classification

M Uddin, M Mamun, M Hossain

(2018), Vol. 2018-January, pp. 1-6, EICT 2017 : Proceedings of the 3rd International Conference on Electrical Information and Communication Technology, Khulna, Bangladesh, E1-1

conference

Feature extraction for hyperspectral image classification

M Uddin, M Mamun, M Hossain

(2018), Vol. 2018-January, pp. 379-382, R10-HTC 2017 : Proceedings of the 5th IEEE Region 10 Humanitarian Technology Conference, Dhaka, Bangladesh, E1-1

conference

An Efficient Technique for Representation and Compression of Bengali Text

Md Mokter, Sumya Akter, Md Uddin, Masud Ibn Afjal, Md Al Mamun, Md Abu Marjan

(2018), pp. 1-6, ICBSLP 2018 : Proceedings of the International Conference on Bangla Speech and Language Processing : 21-22 September 2018, Sylhet, Bangladesh, Sylhet, Bangladesh, E1-1

conference
2017

An extractive text summarization technique for Bengali document(s) using K-means clustering algorithm

S Akter, A Asa, M Uddin, M Hossain, S Roy, M Afjal

(2017), pp. 1-6, icIVPR 2017 : Proceedings of the 2017 IEEE International Conference on Imaging, Vision & Pattern Recognition, Dhaka, Bangladesh, E1-1

conference
2014

Indexed Binary Search based efficient search generator for J2ME English to English dictionary

Md. Palash Uddin, Emran Ali, Md. Abu Marjan, Md Mamun

(2014), ICIEV 2014 : Informatics, Electronics & Vision : Proceedings of theInstitute of Electrical and Electronics Engineers 2014 conference, Dhaka, Bangladesh, E1-1

conference

Developing an efficient solution to information hiding through text steganography along with cryptography

M Uddin, M Saha, S Ferdousi, M Afjal, M Marjan

(2014), pp. 14-17, IFOST 2014 : Proceedings of the 9th International Forum on Strategic Technology, Cox's Bazar, Bangladesh, E1-1

conference

Developing an efficient algorithm for representation and compression of large Bengali text

M Marjan, M Uddin, M Afjal, M Haque

(2014), pp. 22-25, IFOST 2014 : Proceedings of the 9th International Forum on Strategic Technology, Cox's Bazar, Bangladesh, E1-1

conference

Developing a cryptographic algorithm based on ASCII conversions and a cyclic mathematical function

M Uddin, M Marjan, N Sadia, M Islam

(2014), pp. 1-5, ICIEV 2014 : Proceedings of the International Conference on Informatics, Electronics and Vision, Dhaka, Bangladesh, E1-1

conference

An efficient filtering based approach improving LSB image steganography using status bit along with AES cryptography

M Islam, A Siddiqa, M Uddin, A Mandal, M Hossain

(2014), 2014 International Conference on Informatics, Electronics and Vision, ICIEV 2014, E1-1

conference

Funded Projects at Deakin

No Funded Projects at Deakin found

Supervisions

No completed student supervisions to report