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 profileResearch 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
Touhid Islam, Rashedul Islam, Palash Uddin, Anwaar Ulhaq
(2024), Vol. 16, pp. 1-20, Remote Sensing, Basel, Switzerland, C1
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
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
Performance discrepancy mitigation in heart disease prediction for multisensory inter-datasets
M Hasan, M Sahid, M Uddin, M Marjan, S Kadry, J Kim
(2024), Vol. 10, pp. 1-51, PeerJ Computer Science, C1
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
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
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
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
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
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
M Islam, M Islam, M Uddin, A Ulhaq
(2023), Vol. 15, Remote Sensing, C1
M Islam, M Islam, M Uddin
(2023), Journal of Spatial Science, C1
ARFL: Adaptive and Robust Federated Learning
M Uddin, Y Xiang, B Cai, X Lu, J Yearwood, L Gao
(2023), pp. 1-17, IEEE Transactions on Mobile Computing, Piscataway, N.J., C1
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
M Uddin, M Mamun, M Afjal, M Hossain
(2021), Vol. 42, pp. 286-321, International Journal of Remote Sensing, C1
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
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
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
M Afjal, P Uddin, A Mamun, A Marjan
(2021), Vol. 42, pp. 756-781, International Journal of Remote Sensing, London, Eng., C1
S Mishu, B Ahmed, M Hossain, M Uddin
(2020), Vol. 41, pp. 7541-7564, International Journal of Remote Sensing, C1
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
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
M Uddin, M Mamun, M Hossain
(2019), Vol. 40, pp. 7190-7220, International Journal of Remote Sensing, London, Eng., C1-1
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
M Islam, A Siddiqa, M Uddin, A Mandal, M Hossain
(2014), 2014 International Conference on Informatics, Electronics and Vision, ICIEV 2014, E1-1
Funded Projects at Deakin
No Funded Projects at Deakin found
Supervisions
No completed student supervisions to report