Profile of Dr. Md. Palash Uddin

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Dr. Md. Palash Uddin

Assistant Professor

Department of Computer Science and Engineering (CSE)

Faculty of Computer Science and Engineering

Hajee Mohammad Danesh Science & Technology University, Dinajpur.

E-mail: palash_cse@hstu.ac.bd

Mobile: +8801722841941


CAREER OBJECTIVE

    To serve the nation using the achieved knowledge in the fields of Computer Science and Information Technology

RESEARCH INTEREST

    Machine Learning and Its Branches e.g., Federated Learning, Distributed Learning, and Deep Learning; Remote Sensing Image Analysis; Data Privacy, Security and Integrity; Blockchain

EDUCATION

  1. PhD in IT: DUPR Scholarship; Student Excellence Research, Most Progressed & Best Presentation Awards, 2023

    Deakin University, Geelong, VIC 3220, Australia (Melbourne Burwood Campus)

  2. M.Sc. Engineering in CSE: Best Paper Award for Two IEEE Conferences and One Journal Article, 2018

    Rajshahi University of Engineering & Technology (RUET), Rajshahi-6204, Bangladesh

  3. B.Sc. in CSE: Prime Minister Gold Medal; UGC Merit and Dean’s List Scholarships, 2011

    Hajee Mohammad Danesh Science and Technology University, Dinajpur-5200, Bangladesh

  4. HSC (Best Student Award from Grameen Bank), 2007

    Jharbari Degree College, Jharbari, Birganj, Dinajpur, Bangladesh

  5. SSC, 2005

    Jharbari Dwi-Mukhi High School, Jharbari, Birganj, Dinajpur, Bangladesh


PROFESSIONAL EXPERIENCES

  1. Assistant Professor
    Hajee Mohammad Danesh Science and Technology University, Dinajpur

    August 18, 2016 to Present

  2. Lecturer
    Hajee Mohammad Danesh Science and Technology University, Dinajpur

    August 18, 2013 to August 17, 2016

  3. Lecturer
    Central Women's University, Dhaka

    May 20, 2013 to August 17, 2013


PUBLICATIONS

Journal Papers

  1. Md Rashedul Islam, Yong Xiang, Md Palash Uddin, Yao Zhao, Jonathan Kua, and Longxiang Gao, “Multiple Edge Data Integrity Verification with Multi‑Vendors and Multi‑Servers in Mobile Edge Computing”, IEEE Transactions on Mobile Computing (IF = 7.7, Q1, A*), 2025.

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  2. Anwar Hossain Efat, S. M. Mahedy Hasan, Md Palash Uddin, and  Faysal Hossain Emon, “ Inverse Gini Indexed Averaging: A Multi-Levelled Ensemble Approach for Skin Lesion Classification Using Attention-Integrated Customized ResNet Variants”, Digital Health (IF = 3.9, Q2), 2024 (In Press).

  3. Mohammad Sakif Alam, Anwar Hossain Efat, S. M. Mahedy Hasan, and Md Palash Uddin, “Refining Breast Cancer Classification: Customized Attention Integration Approaches with Dense and Residual Networks for Enhanced Detection”, Digital Health (IF = 3.9, Q2), 2024.

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  4. Md Palash Uddin, Yong Xiang, Yao Zhao, Mumtaz Ali, Yushu Zhang, and Longxiang Gao, “Adaptive Regularization and Resilient Estimation in Federated Learning”, IEEE Transactions on Services Computing (IF = 5.5, Q1, A*), 17(4): 1369 – 1381, 2023.

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  5. Md Palash Uddin, Yong Xiang, Xuequan Lu, John Yearwood, and Longxiang Gao, “Adaptive and Robust Federated Learning”, IEEE Transactions on Mobile Computing (IF = 7.7, Q1, A*), 25(5): 5401 - 5417, 2023.

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  6. Muhammad Imran Sharif, Mehwish Mehmood, Md Palash Uddin, and Anwaar Ulhaq,” Federated Learning for Medical Imaging: A Survey”, Journal of Computer Science (SJR IF= 0.2, Q4), 2024 (Accepted).

  7. Mahmudul Hasan, Md. Fazle Rabbi, Md. Nahid Sultan, Adiba Mahjabin Nitu, and Md Palash Uddin, “A Novel Data Balancing Technique via Resampling Majority and Minority Classes Toward Effective Classification”, TELKOMNIKA (Telecommunication Computing Electronics and Control) (SJR IF= 0.26, Q3), 21(6), 2023. 

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  8. Meer Hazar Khan, Muhammad Imran Sharif, Mehwish Mehmood, Fernaz Narin Nur, Md Palash Uddin, Zahid Akhtar, “Enhancing Semantic Web Retrieval Through Ontology‑Driven Feature Extraction: A Novel Proposition”, Journal of Computer Science (SJR IF= 0.2, Q4), 20(5): 487‑494, 2024. 

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  9. Md. Rashedul Islam, Adiba Mahjabin Nitu, Md. Abdulla Al Mamun, Md. Abu Marjan, Md Palash Uddin, and Masud Ibn Afjal, “An Educational Data Mining System for Predicting Students’ Programming Performance”, Journal of Information Hiding and Multimedia Signal Processing (SJR IF= 0.4, Q3), 14(3), 2023.

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  10. Yao Zhao, Youyang Qu, Yong Xiang, Feifei Chen, Md Palash Uddin, and Longxiang Gao, “Winning at the Starting Line: Unreliable Data Replica Selection for Edge Data Integrity Verification”, IEEE Transactions on Services Computing (IF =5.5, Q1, A*), 2024.

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  11. Yao Zhao, Youyang Qu, Yong Xiang, Md Palash Uddin, Dezhong Peng, and Longxiang Gao, “A Comprehensive Survey on Edge Data Integrity Verification: Fundamentals and Future Trends”, ACM Computing Surveys (IF= 23.8, Q1), 2024.

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  12. Md. Abdus Sahid, Md Palash Uddin*, Hasi Saha, and Md Rashedul Islam, “Towards Privacy‑Preserving Alzheimer’s Disease Classification: Federated Learning on T1‑weighted MRI Data”, Digital Health (IF = 3.9, Q2), 2024 (Accepted).

  13. Md Moshiur Rahman, Md. Abu Marjan, Md Rashedul Islam, Md Palash Uddin* and Masud Ibn Afjal, “Segmented‑Truncated‑SVD for Effective Feature Extraction in Hyperspectral Image Classification”, International Journal of Remote Sensing (IF = 3.4, Q1), 2024 (Accepted).

  14. Mohammed Diykh, Mehdi Jamei, Shahab Abdulla, Md Palash Uddin, Aitazaz A. Farooque, Abdulhaleem H. Labban, Hussein Alabdally, and Mumtaz Ali “Empirical Curvelet Transform Based Deep DenseNet Model to Predict NDVI Using RGB Drone Imagery Data”, Computers and Electronics in Agriculture (IF= 7.7, Q1), 2024. 

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  15. Anwar Hossain Efat, S.M. Mahedy Hasan, Md Palash Uddin*, and Md Al Mamun, “A Multi‑level Ensemble Approach for Skin Lesion Classification using Customized Transfer Learning with Triple Attention”, Plos One (IF = 2.9, Q1), 2024. (Accepted on 14 August 2024).

  16. Md. Abdus Sahid, Mozaddid Ul Hoque Babar, and Md Palash Uddin*, “Predictive modeling of multi‑class diabetes mellitus using machine learning and filtering iraqi diabetes data dynamics”, Plos One (IF = 2.9, Q1), 19(5), 2024.

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  17. Mahmudul Hasan, Md. Abdus Sahid and Md Palash Uddin*, Md Abu Marjan, Seifedine Kardy, and Jungeun Kim, “Performance Discrepancy Mitigation in Heart Disease Prediction for Multisensory Inter‑Datasets”, PeerJ Computer Science (IF= 3.5, Q1), 2024.  

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  18. Md Rashedul Islam, Adiba Mahjabin Nitu, Md Abu Marjan, Md Palash Uddin*, Masud Ibn Afjal, and Md Abdulla Al Mamun, “Enhancing Tertiary Students’ Programming Skills with an Explainable Educational Data Mining Approach”, Plos One (IF = 2.9, Q1), 2024.  

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  19. Md. Touhid Islam, Md. Rashedul Islam, Md Palash Uddin, Anwaar Ulhaq, “Spectrally Segmented-Enhanced Neural Network for Precise Land Cover Object Classification in Hyperspectral Imagery”, Remote Sensing (IF= 4.2, Q1), 2024.

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  20. Md. Rashedul Islam, Md. Touhid Islam, Md Palash Uddin, Anwaar Ulhaq, “Improving Hyperspectral Image Classification with Compact Multi‑Branch Deep Learning”, Remote Sensing (IF= 4.2, Q1), 2024. 

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  21. Sadi Md. Redwan, Md Palash Uddin, Anwaar Ulhaq and Muhammad Imran Sharif,” Power Spectral Density‑Based Resting‑ State EEG Classification of First‑Episode Psychosis”, Scientific Reports (IF= 3.8, Q1), 2024.   

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  22. Mahmudul Hasan, Tanver Ahmed, Md Rashedul Islam, and Md Palash Uddin*, “Leveraging Textual Information for Social Media News Categorization and Sentiment Analysis”, Plos One (IF = 3.7, Q1), 2024.    

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  23. Mostarina Mitu, S. M. Mahedy Hasan, Md Palash Uddin, Md Al Mamun, Venkatesan Rajinikanth, and Seifedine Kadry, “A stroke prediction framework using explainable ensemble learning”, Computer Methods in Biomechanics and Biomedical Engineering (IF= 1.7, Q2), 2024.

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  24. Mahmudul Hasan, Md Abu Marjan, Md Palash Uddin*, Masud Ibn Afjal, Seifedine Kardy, Shaoqi Ma, and Yunyoung Nam, “Ensemble machine learning‑based recommendation system for effective prediction of suitable agricultural crop cultivation”, Frontiers in Plant Science (IF= 4.1, Q1), 2023. 

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  25. Md. Touhid Islam, Md. Rashedul Islam, Md Palash Uddin and Anwaar Ulhaq, “A Deep Learning‑based Hyperspectral Object Classification Approach via Imbalanced Training Samples Handling”, Remote Sensing (IF= 4.2, Q1), 2023.

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  26. Md. Rashedul Islam, Md. Touhid Islam, and Md Palash Uddin, “Improving hyperspectral image classification through spectral-spatial feature reduction with a hybrid approach and deep learning “, Journal of Spatial Science (IF= 1.84, Q1), 2023

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  27. Md Rashedul Islam, Ayasha Siddiqa, Masud Ibn Afjal, Md Palash Uddin and Anwaar Ulhaq, "Hyperspectral Image Classification via Information Theoretic Dimension Reduction”, Remote Sensing (Impact Factor= 5.349, SCIE Indexing, SCImago Quartile#1: Q1), 2023

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  28. Md. Saifur Rahman, Md Palash Uddin, and Sikyung Kim, "An IoT-enabled Ground Loop Detection System: Design, Implementation and Testing", Journal of Circuits, Systems and Computers (Impact Factor= 1.278, SCIE Indexing, SCImago Quartile\#3: Q3), 2023.

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  29. Md Palash Uddin, Yong Xiang, Xuequan Lu, John Yearwood, and Longxiang Gao, "Federated Learning via Disentangled Information Bottleneck", IEEE Transactions on Services Computing (Impact Factor= 11.019, SCIE Indexing, SCImago Quartile#1: Q1, Core Ranking: A*), 2022.

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  30. Youyang Qu, Md Palash Uddin, Chenquan Gan, Yong Xiang, Longxiang Gao, and John Yearwood, "Blockchain-enabled Federated Learning: A Survey", ACM Computing Surveys (Impact Factor= 10.282, SCIE Indexing, SCImago Quartile#1: Q1, Core Ranking: A*), 2022.

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  31. Md Rashedul Islam, Boshir Ahmed, Md Ali Hossain, and Md Palash Uddin, "Mutual Information Driven Feature Reduction for Hyperspectral Image Classification'', Sensors (Impact Factor= 3.847, SCIE Indexing, SCImago Quartile#1: Q1), 2023.

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  32. S. M. Mahedy Hasan, Md Palash Uddin, Md Al Mamun, Muhammad Imran Sharif, and Anwaar Ulhaq, "A Machine Learning Framework for Early-Stage Detection of Autism Spectrum Disorders'', IEEE Access (Impact Factor= 3.476, SCIE Indexing, SCImago Quartile#1: Q1), 2022.

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  33. Md Rakibul Haque, Sadia Zaman Mishu, Md. Palash Uddin, and Md. Al Mamun, "A lightweight 3D-2D convolutional neural network for spectral-spatial classification of hyperspectral image", IOP Journal of Intelligent & Fuzzy Systems (Impact Factor= 1.851, SCIE Indexing, SCImago Quartile#2: Q2), 2022.

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  34. Md Palash Uddin, Yong Xiang, John Yearwood, and Longxiang Gao, “Robust Federated Averaging via Outlier Pruning,” IEEE Signal Processing Letters (IF= 3.109, SCIE, Q1), 2021

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  35. Md. Abu Marjan, Md. Palash Uddin, and Masud Ibn Afjal, “An Educational Data Mining System for Predicting and Enhancing Tertiary Students’ Programming Skill,” The Computer Journal (IF= 1.494, SCIE, Q2), 2021

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  36. Md. Palash Uddin, Md. Al Mamun, Md. Ali Hossain, and Masud Ibn Afjal, “Improved Folded-PCA for Efficient Remote Sensing Hyperspectral Image Classification,” Geocarto International (IF= 4.889, SCIE, Q1), 2021

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  37. M. P. Uddin, Y. Xiang, X. Lu, J. Yearwood, and L. Gao, "Mutual Information Driven Federated Learning," IEEE Transactions on Parallel and Distributed Systems (Core ranking: A*; 2019 IF= 2.6, SCIE, Q1 ), Vol. 32, No. 7, pp. 1526 – 1538, 2021.

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  38. Md. Abu Marjan, Md. Rashedul Islam, Md. Palash Uddin, Masud Ibn Afjal, Md. Al Mamun, "PCA-based Dimensionality Reduction for Face Recognition," TELKOMNIKA (Telecommunication Computing Electronics and Control) (2020 SJR IF=0.26, Scopus, Q3), Vol. 19, No. 5, 2021.

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  39. Masud Ibn Afjal, Md. Palash Uddin, Md. Al Mamun, and Md. Abu Marjan, "An Efficient Lossless Compression Technique for Remote Sensing Images using Segmentation based Band Reordering Heuristics," International Journal of Remote Sensing (IJRS (2019 IF= 2.976, SCIE, Q1), 2020. 

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  40. Md. Palash Uddin, Md. Al Mamun, Masud Ibn Afjal, and Md. Ali Hossain, "Information-theoretic feature selection with segmentation-based folded principal component analysis (PCA) for hyperspectral image classification," International Journal of Remote Sensing (IJRS), (2019 IF= 2.976, SCIE, Q1), 2020.

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  41. Sadia Zaman Mishu, Boshir Ahmed, Md. Ali Hossain and Md. Palash Uddin, "Effective subspace detection based on the measurement of both the spectral and spatial information for hyperspectral image classification," International Journal of Remote Sensing (IJRS), (2019 IF= 2.976, SCIE, Q1), vol. 41, issue. 19, pp.  7541-7564, 2020.

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  42. Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain, "PCA-based Feature Reduction for Efficient Hyperspectral Image Classification," IETE Technical Review, (2019 IF= 1.845, SCIE, Q2), 2020.

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  43. Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain, "Effective feature extraction through segmentation-based folded-PCA for hyperspectral image classification," International Journal of Remote Sensing (IJRS), ( 2019 IF= 2.976, SCIE, Q1), vol. 40, 2019- Issue. 18, pp. 7190-7220, 2019.

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  44. Masud Ibn Afjal, Md. Al Mamun and Md. Palash Uddin, "Band Reordering Heuristics for Lossless Satellite Image Compression with 3D-CALIC and CCSDS," Journal of Visual Communication and Image Representation (JVCI), (2019 IF= 2.479, SCIE, Q1), vol. 59, pp. 514-526, 2019.

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  45. Iqbal Mahmud, Tasnim Tabassum, Md. Palash Uddin, Emran Ali, Masud Ibn Afjal, Adiba Mahjabin Nitu, "Enhancement of Single-Handed Bengali Sign Language Recognition Based on Hog Features", Journal of Theoretical and Applied Information Technology, (2019 SJR IF=0.628, Scopus, Q3), vol. 98 no. 05, pp. 743-756, 2020.

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  46. Adiba Mahjabin Nitu, Md. Palash Uddin, Priyanka Basak Tumpa, Sabina Yeasmin and Masud Ibn Afjal "An Enhanced Extractive Text Summarization Method for Multiple Documents", Journal of Theoretical and Applied Information Technology, ( 2019 SJR IF=0.628, Scopus, Q3), vol. 97 no. 23, pp. 3475-3485, 2019.

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  47. Moshiur Rahman, Iqbal Mahmud, Md. Palash Uddin, Masud Ibn Afjal, Md. Ahsan Habib and Faisal Kabir "Handwritten Bengali Character Recognition through Geometry Based Feature Extraction," Journal of Theoretical and Applied Information Technology, (2019 SJR IF=0.628, Scopus, Q3), vol. 97 no. 23, pp. 3570-3582, 2019.

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  48. Md. Sohrawordi, U. A. Md. Ehasn Ali, Md. Palash Uddin and Md. Mahabub Hossain, "A Modified Round Robin CPU Scheduling Algorithm with Dynamic Time Quantum," International Journal of Advanced Research (IJAR), vol. 7, no. 2, pp. 422-429, 2019. Read More
  49. U. A. Md. Ehasn Ali, Md. Shohrawordi and Md. Palash Uddin, "A Robust and Secured Image Steganography using LSB and Random Bit Substitution," American Journal of Engineering Research (AJER), vol. 8, issue. 2, pp-39-44, 2019.

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  50. Md. Abdullah Al Mamun, Md. Ariful Islam, Masud Ibn Afjal, Md. Abdulla Al Mamun, U. A. Md. Ehsan Ali and Md. Palash Uddin, "Feature Extraction Using Uniform Pattern based Standard Deviation for Face Recognition," HBRP Advancement in Image Processing and Pattern Recognition, vol. 1 issue. 2, pp. 32-38, 2018. 

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  51. Sharmin Sultana, Afrida Khanam, Md. Rashedul Islam, Adiba Mahjabin Nitu, Md. Palash Uddin, Masud Ibn Afjal and Md. Fazle Rabbi, "A Modified Filtering Approach of LSB Image Steganography Using Stream Builder along with AES Encryption," HBRP Recent Trends in Information Technology and its Applications, vol. 1 issue. 2, pp. 1-10, 2018

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  52. Abir Chandra Roy, Khairat Hossin, Md. Palash Uddin, Md. Abdulla Al Mamun, Masud Ibn Afjal and Adiba Mahjabin Nitu, "Detection and Classification of Geometric Shape Objects for Industrial Applications," HBRP Advancement in Image Processing and Pattern Recognition, vol. 1 issue. 2, pp. 11-19, 2018. 

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  53. Popi Basak, Laila Arjuman, Adiba Mahjabin Nitu, Masud Ibn Afjal, Md. Palash Uddin, Md. Fazle Rabbi and Md. Rashedul Islam, "A Modified Blind Steganalysis Method Based on the Moments of Characteristic Function," HBRP Advancement in Software Engineering and Testing, vol. 1, issue. 2, pp. 1-9, 2018. 

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  54. Md. Fazle Rabbi, Md. Palash Uddin, Md. Arshad Ali, Md. Faruk Kibria, Masud Ibn Afjal, Md. Safiqul Islam and Adiba Mahjabin Nitu, "Performance Evaluation of Data Mining Classification Techniques for Heart Disease Prediction," American Journal of Engineering Research (AJER), vol. 7, issue. 2, pp-278-283, 2018.

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  55. Sabina Yeasmin, Priyanka Basak Tumpa, Adiba Mahjabin Nitu, Md. Palash Uddin, Emran Ali and Masud Ibn Afjal, "Study of Abstractive Text Summarization Techniques," American Journal of Engineering Research (AJER), vol. 6, issue. 8, pp-253-260, 2017.    

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  56. Shikhor Kumer Roy, Abinash Kanti Ghosh, Aysa Siddika Asa, Md. Palash Uddin, Md. Rashedul Islam and Masud Ibn Afjal, "Bengali consonants-voice to text conversion using machine learning tool," International Journal of Research in Computer Engineering and Electronics, vol. 6 issue. 2, 2017. Read More
  57. Abir Chandra Roy, Md. Abdullah Al Mamun, Khairat Hossin, Md. Ariful Islam, Md. Palash Uddin, Masud Ibn Afjal and Md. Sohrawordi, "Developing Operating System Simulation Software for Windows Based System by C# .NET Framework and an Android Application by JAVA and XML," Journal of Operating Systems Development & Trends (JoOSDT), vol. 4, issue. 1, pp-9-18, 2017 Read More
  58. Aysa Siddika Asa, Sumya Akter, Md. Palash Uddin, Md. Delowar Hossain, Shikhor Kumer Roy, Masud Ibn Afjal, "A Comprehensive Survey on Extractive Text Summarization Techniques," American Journal of Engineering Research (AJER), vol. 6, issue. 1, pp-200-205, 2017. Read More
  59. Md. Abu Marjan, Nahid Binte Sadia, Md. Dulal Haque, Md. Palash Uddin, Masud Ibn Afjal and Md. Rashedul Islam, "Error Concealment by Tracking and Velocity Estimation of Macro-Block in Video Communication at the Decoder of H.264/AVC," International Journal of Computer Science and Software Engineering, vol. 4, issue. 8, pp. 199-203, 2015. Read More
  60. M. P. Uddin, M. I. Afjal, A. M. Nitu, M. M. Islam and M. A. Marjan, "Development of a Symmetric-key Cryptographic Algorithm based on ASCII and Radix Conversions," Institutional Engineering and Technology (IET), vol. 5, issue. 1, pp. 19-24, 2015.
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  61. A. M. Nitu, M. P. Uddin, M. M. Islam and M. S. Islam, "Developing a Simple, Interactive and Easy Simulation Tool for the Teachers/Undergrad Students with a view to Teaching/Learning CPU Scheduling Algorithms," Institutional Engineering and Technology (IET), vol. 5, issue. 1, pp. 25-29, 2015. Read More
  62. M. R. Islam, M. P. Uddin, A. M. Nitu, M. F. Rabbi and M. M. Islam, "A Tracking Application for Lost or Stolen Android Mobile-phones using Face Detection," Journal of Innovation & Development Strategy, vol. 9, issue. 2, pp. 70-74, 2015. Read More
  63. M. Sohrawordi, M. M. Hossen, M. P. Uddin, A. M. Nitu, and M. R. Islam, "Android-based Walking Assistant for Blind and Low-vision People Suggesting the Shortest Path using Floyd-Warshall Algorithm," Journal of Innovation & Development Strategy, vol. 9, issue. 2, pp. 62-69, 2015. Read More
  64. Md. Nadim, S.M Motakabber Billah, Md. Shahnoor Alam, Ashis Kumar Mandal, Md. Palash Uddin and Md. Rashedul Islam, "Cross-user Source-based Data Deduplication in Distributed System without Violating Data Privacy of Individual User," International Journal of Research in Computer Engineering and Electronics (IJRCEE), vol. 3, issue. 6, 2014.  Read More
  65. Md. Palash Uddin, Md. Zahidul Islam, Md. Nadim and Masud Ibn Afjal, "GPS-based Location Tracking System via Android Device," International Journal of Research in Computer Engineering and Electronics (IJRCEE), vol. 2, issue. 5, 2013. Read More
  66. Md. Palash Uddin, Mst. Deloara Khushi, Fahmida Akter and Md. Fazle Rabbi, "Design, Analysis and Implementation of a Search Reporter System (SRS) Connected to a Search Engine Such as Google Using Phonetic Algorithm," American Journal of Engineering Research (AJER), vol. 2, issue. 12, pp. 98-109, 2013. Read More
  67. Md. Palash Uddin, Ashfaque Ahmed, Md. Delowar Hossain, Masud Ibn Afjal, Shah Md. Tanvir Siddiquee "High Speed Data Retrieval from National Data Center (NDC) Reducing Time and Ignoring Spelling Error in Search Key Based on Double Metaphone Algorithm," International Journal of Computer Science, Engineering and Applications (IJCSEA), vol. 3, no. 6, 2013. Read More

Conference Papers

  1. Al Mahmud Siam, Pankaj Bhowmik, Hasi Saha, Md Palash Uddin, Adiba Mahjabin Nitu, “ Incorporating Feature Fusion Engineering and Ensemble Learning for Effective Credit Card Fraud Detection”,  27th IEEE International Conference on Computer and Information Technology, Bangladesh, 2024 (In Press).

  2. Md. Abdus Sahid, Hasi Saha, and Md Rashedul Islam and Md Palash Uddin, “Enhancing Parallelism in Cross-silo Federated Learning for Brain Disease Classification”, IEEE Conference on Computing, Applications and Systems, Bangladesh, 2024   .  

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  3. Md. Hasanul Bari, Tanver Ahmed, Masud Ibn Afjal, Adiba Mahjabin Nitu, Md Palash Uddin, and Md Abu Marjan, “Segmented Nonnegative Matrix Factorization for Hyperspectral Image Classification”, IEEE 3rd International Conference on Electrical, Computer and Communication Engineering (ECCE), Bangladesh, 2023. 

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  4. Md. Abu Marjan, Mahmudul Hasan, Md. Zahidul Islam, Md. Palash Uddin, Masud Ibn Afjal, "Masked Face Recognition System using Extended VGG-19", IEEE 4th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), Bangladesh, 2022.

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  5. Md. Shahriar Haque Shemul, Md. Moshiur Rahman, Shabbir Ahmed, Md. Abu Marjan, Md. Palash Uddin and Masud Ibn Afjal, "Segmented-Sparse-PCA for Hyperspectral Image Classification",  IEEE 4th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), Bangladesh, 2022.

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  6. Shabbir Ahmed, Md Abu Marjan, Md Moshiur Rahman, Md Shahriar Haque, Md Palash Uddin, and Masud Ibn Afjal, "Spectrally-Segmented-Incremental-PCA for Hyperspectral Image Classification", IEEE 25th International Conference on Computer and Information Technology (ICCIT 2022), Bangladesh, 2022.

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  7. Tanver Ahmed, Md. Hasanul Bari, Masud Ibn Afjal, Adiba Mahjabin Nitu, Md Palash Uddin, and Md. Abu Marjan, "Effective Feature Extraction via Segmented t-Stochastic Neighbor Embedding for Hyperspectral Image Classification", IEEE 4th International Conference on Trends in Computational and Cognitive Engineering (TCCE-2022), Bangladesh, 2022.

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  8. Shabbir Ahmed, Md Moshiur Rahman, Md Shahriar Haque, Md Abu Marjan, Md Palash Uddin, and Masud Ibn Afjal, "Segmented-Incremental-PCA for Hyperspectral Image Classification", International Conference on Machine Intelligence and Emerging Technologies 2022 (MIET 2022), Bangladesh, 2022.

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  9. Md Moshiur Rahman, Shabbir Ahmed, Md Shahriar Haque, Md Abu Marjan, Md Palash Uddin, and Masud Ibn Afjal, "Segmented-Truncated-SVD for Effective Feature Extraction in Hyperspectral Image Classification", International Conference on Machine Intelligence and Emerging Technologies 2022 (MIET 2022), Bangladesh, 2022.

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  10. Md. Hasanul Bari, Tanver Ahmed, Masud Ibn Afjal, Adiba Mahjabin Nitu, Md Palash Uddin, and Md Abu Marjan, "Effective Feature extraction via Folded-Sparse-PCA for Hyperspectral Image classification", International Conference on Machine Intelligence and Emerging Technologies 2022 (MIET 2022), Bangladesh, 2022.

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  11. Md. Al Mamun, Abu Zahid Bin Aziz, Md. Palash Uddin, and Md Rahat, “Prediction of the dengue incidence in Bangladesh using machine learning,” Springer International Conference on Big Data, IoT and Machine Learning (BIM 2021), Bangladesh, 2021

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  12. Sumona Akter Shimu, Mouluda Akter, Masud Ibn Afjal, Adiba Mahjabin Nitu, Md. Palash Uddin and  Md. Al Mamun, "NDVI Based Change Detection in Sundarban Mangrove Forest Using Remote Sensing Data,"  4th IEEE International Conference on Electrical Information and Communication Technology (EICT), Bangladesh, 2019.

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  13. Mahmudul Hasan Moon, Md. Palash Uddin, Masud Ibn Afjal, Md. Al Mamun, Md. Abu Marjan and Adiba Mahjabin Nitu, "A Cryptographic Algorithm Based on ASCII and Number System Conversions along with a Cyclic Mathematical Function," IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Bangladesh, 2019. 

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  14. Sadi Mohammud Syfullah, Zareen Binta Zakaria, Md. Palash Uddin, Md. Fazle Rabbi, Masud Ibn Afjal and Adiba Mahjabin Nitu, "Efficient Vector Code-book Generation using K-means and Linde-Buzo-Gray (LBG) algorithm for Bengali Voice Recognition," IEEE International Conference on Advancement in Electrical and Electronic Engineering - (ICAEEE 2018), Bangladesh, 2018.

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  15. Iqbal Mahmud, Tasnim Tabassum, Md. Palash Uddin, Emran Ali, Adiba Mahjabin Nitu and Masud Ibn Afjal, "Efficient Noise Reduction and HOG Feature Extraction for Sign Language Recognition," IEEE International Conference on Advancement in Electrical and Electronic Engineering - (ICAEEE 2018), Bangladesh, 2018.

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  16. Masud Ibn Afjal, Md. Al Mamun, Md. Palash Uddin, "Weighted-Correlation based Band Reordering Heuristics for Lossless Compression of Remote Sensing Hyperspectral Sounder Data," IEEE International Conference on Advancement in Electrical and Electronic Engineering - (ICAEEE 2018), Bangladesh, 2018. (Received Best Paper Award).

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  17. Md Farhad Mokter, Sumya Akter, Md. Palash Uddin, Masud Ibn Afjal, Md. Al Mamun and Md. Abu Marjan, "An Efficient Technique for Representation and Compression of Bengali Text," IEEE International Conference on Bangla Speech and Language Processing (ICBSLP), Bangladesh, 2018.

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  18. M. H. O. Rashid, Md. Al Mamun, Md. Ali Hossain and Md. Palash Uddin, "Brain Tumor Detection Using Anisotropic Filtering, SVM Classifier and Morphological Operation from MR Images," IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Bangladesh, 2018.

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  19. Md. Rajib Mahmud, Md. Al Mamun, Md. Ali Hossain and Md. Palash Uddin, "Comparative Analysis of K-Means and Bisecting K-Means Algorithms for Brain tumor detection," IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Bangladesh, 2018.

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  20. S. M. Mahedy Hasan, Md. Al Mamun, Md. Palash Uddin and Md. Ali Hossain, "Comparative Analysis of Classification Approaches for Heart Disease Prediction," IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Bangladesh, 2018.

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  21. Masud Ibn Afjal, Md. Al Mamun, Md. Palash Uddin, "Band Reordering Heuristic for Lossless Satellite Image Compression with CCSDS," IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Bangladesh, 2018.

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  22. Priyanka Basak Tumpa, Sabina Yeasmin, Adiba Mahjabin Nitu, Md. Palash Uddin, Masud Ibn Afjal and Md. Abdulla Al Mamun, "An Improved Extractive Summarization Technique for Bengali Text(s)," IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Bangladesh, 2018.

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  23. Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain, "Improved Feature Extraction Using Segmented FPCA for Hyperspectral Image Classification," 2nd IEEE International Conference on Electrical & Electronic Engineering (ICEEE), Bangladesh, 2017.

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  24. Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain, "Feature Extraction for Hyperspectral Image Classification," 5th  IEEE  Region 10 Humanitarian Technology Conference (R10HTC), pp. 379-382, Bangladesh, 2017. (Received Best Paper Award).

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  25. Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain, "Segmented FPCA for Hyperspectral Image Classification," 3rd IEEE International Conference on Electrical Information and Communication Technology (EICT), Bangladesh, 2017.

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  26. Sumya Akter, Aysa Siddika Asa, Md. Palash Uddin, Md. Delowar Hossain, Shikhor Kumer Roy and Masud Ibn Afjal, "An extractive text summarization technique for Bengali document(s) using K-means clustering algorithm," IEEE International Conference on Imaging, Vision & Pattern Recognition (icIVPR), Bangladesh, 2017. Read More
  27. Md. Palash Uddin, Mousumi Saha, Syeda Jannatul Ferdousi, Masud Ibn Afjal, Md. Abu Marjan, "Developing an Efficient Solution to Information Hiding through Text Steganography along with Cryptography," 9th IEEE International Forum on Strategic Technology, Bangladesh, 2014. Read More
  28. Md. Abu Marjan, Md. Palash Uddin, Masud Ibn Afjal and Md. Dulal Haque, "Developing an Efficient Algorithm for Representation and Compression of Large Bengali Text," 9th IEEE International Forum on Strategic Technology, Bangladesh, 2014.

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  29. Md. Rashedul Islam, Ayasha Siddiqa, Md. Palash Uddin, Ashis Kumar Mandal and Md. Delowar Hossain, "An efficient filtering based approach improving LSB image steganography using status bit along with AES cryptography," 3rd IEEE International Conference on Informatics, Electronics & Vision, Bangladesh, 2014. Read More
  30. Md. Palash Uddin, Emran Ali, Md. Abu Marjan, and Md. Abdulla Al Mamun, "Indexed Binary Search based efficient search generator for J2ME English to English dictionary," 3rd IEEE International Conference on Informatics, Electronics & Vision, Bangladesh, 2014. Read More
  31. Md. Palash Uddin, Md. Abu Marjan, Nahid Binte Sadia and Md. Rashedul Islam, "Developing an Efficient Algorithm to Combine Cryptography and Steganography Based on ASCII Conversions and Cyclic Mathematical Function," 3rd IEEE International Conference on Informatics, Electronics & Vision, Bangladesh, 2014.
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Book Chapter

  1. Priyanka Roy, Amrita Das Tipu, Mahmudul Hasan and Md Palash Uddin, “An Evidence-based Explainable AI Approach for Analyzing the Influence of CO2 Emissions on Sustainable Economic Growth”, In:  Abedin, M.Z., Yong W. (eds) Machine Learning Technologies on Energy Economics and Finance – Energy and Sustainable Analytics, Volume I & II. Springer Press. (Accepted on 11 August 2024).  

  2. Amrita Das Tipu, Priyanka Roy, Md Palash Uddin and Mahmudul Hasan, “An Analysis of CO2 Emission based on Development Indicators”, In:  Abedin, M.Z., Yong W. (eds) Machine Learning Technologies on Energy Economics and Finance – Energy and Sustainable Analytics, Volume I & II. Springer Press. (Accepted on 11 August 2024).  

  3. Mahmudul Hasan, Md Iftekhar Hossain Tushar, Most Mozakkera Jahan, Touhida Sultana Ety and Md Palash Uddin, “An Extensive Statistical Analysis of Time Series Modelling and Forecasting of Crude Oil Prices”, In:  Abedin, M.Z., Yong W. (eds) Machine Learning Technologies on Energy Economics and Finance – Energy and Sustainable Analytics, Volume I & II. Springer Press. (Accepted on 07 August 2024).  

  4. Readion Islam, Md Tanjim, Sayed Mahmudul Haque, Md Palash Uddin and Mahmudul Hasan, “A Comparative Evaluation of Deep Neural Networks for Electricity Price Forecasting”, In:  Abedin, M.Z., Yong W. (eds) Machine Learning Technologies on Energy Economics and Finance – Energy and Sustainable Analytics, Volume I & II. Springer Press. (Accepted on 07 August 2024).

  5. D. Subitha, Rahul S.G., and Md Palash Uddin, “Artificial Intelligence in Biometric Systems”, In:  Balasubramaniam S, Seifedine Kadry, A. Prasanth, Rajesh Kumar Dhanaraj (eds) AI Based Advancements in Biometrics and its Applications. CRC Press (Accepted on 28 December 2023).

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  6. Md. Al Mamun, Abu Zahid Bin Aziz, Md Palash Uddin, and Md Rahat, “Prediction of the dengue incidence in Bangladesh using machine learning”, In:  Siddique, N., Arefin, M.S., Kaiser, M.S., Kayes, A.S.M. (eds)  Applied Intelligence for Industry 4.0.  BIM 2021.  Chapman and Hall/CRC Press, 2023.

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  7. Md. Moshiur Rahman, Shabbir Ahmed, Md. Shahriar Haque, Md. Abu Marjan, Masud Ibn Afjal, and Md Palash Uddin, “Segmented‑Truncated‑SVD for Effective Feature Extraction in Hyperspectral Image Classification”, In: Satu, M.S., Moni, M.A., Kaiser, M.S., Arefin, M.S. (eds) Machine Intelligence and Emerging Technologies. MIET 2022. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 491. Springer Press, Cham., 2023.

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  8. Md. Hasanul Bari, Tanver Ahmed, Masud Ibn Afjal, Adiba Mahjabin Nitu, Md Palash Uddin, and Md. Abu Marjan, “Effective Feature extraction via Folded‑Sparse‑PCA for Hyperspectral Image classification”,  In: Satu, M.S., Moni, M.A., Kaiser, M.S., Arefin, M.S. (eds) Machine Intelligence and Emerging Technologies. MIET 2022. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 491. Springer Press, Cham., 2023.

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  9. Shabbir Ahmed, Md. Moshiur Rahman, Md. Shahriar Haque, Md. Abu Marjan, Md Palash Uddin, Masud Ibn Afjal, “Segmented‑Incremental‑PCA for Hyperspectral Image Classification”, In: Satu, M.S., Moni, M.A., Kaiser, M.S., Arefin, M.S. (eds) Machine Intelligence and Emerging Technologies. MIET 2022. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 491. Springer Press, Cham., 2023. 

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Awards and SCHOLARSHIPS

  1. Best Paper Award 2017 (In MSc Tenure)

    Funded by: IEEE 5th Region 10 Humanitarian Technology Conference, Bangladesh

  2. Best Paper Award 2018 (In MSc Tenure)

    Funded by: IEEE International Conference on Advancement in Electrical and Electronic Engineering, Bangladesh

  3. Best Presentation Award (In PhD Tenure)

    Funded by: 2020 Annual Conference of School of IT, Deakin University, Australia

  4. Most Progressed Award (In PhD Tenure)

    Funded by: 2021 Annual Conference of School of IT, Deakin University, Australia

  5. Student Excellence Postgraduate Research Award (In PhD Tenure)

    Funded by: School of IT, Deakin University, Australia

  6. IETE M N Saha Memorial Best Paper Award 2022 (In PhD Tenure)

    Funded by: Institution of Electronics and Telecommunication Engineers (IETE), India

  7. Deakin University Postgraduate Research Scholarship (DUPRS) for PhD Study

    Funded by: Deakin University, Melbourne, Australia (2019-2022)

  8. Prime Minister Gold Medal, 2013 (In BSc Tenure)

    Funded by: UGC, Bangladesh

  9. CSE Dean’s List Award (For each of the first 3 BSc academic years)

    Funded by: HSTU, Dinajpur, Bangladesh

  10. Honorary place (In BSc Tenure)

    Funded by: 2009 Ahsanullah University of Science and Technology IUPC, Bangladesh

  11. Honorary place (In BSc Tenure)

    Funded by: 2010 ACM ICPC, Asia Regional Dhaka Site hosted by North South University, Bangladesh

  12. Honorary place (In BSc Tenure)

    Funded by: 2010 HSTU IUPC, HSTU, Bangladesh

  13. Honorary place (In BSc Tenure)

    Funded by: 2011 ACM International Collegiate Programming Contest (ICPC), Asia Regional Dhaka Site, Bangladesh

  14. 10th place (In BSc Tenure)

    Funded by: 2012 RUET Inter University Programming Contest (IUPC), RUET, Bangladesh

  15. Best Student Scholarship 2008 (In HSC Tenure)

    Funded by: Grameen Bank, Bangladesh


PROJECTS

  1. Capability enrichment of existing wired and wireless network infrastructure at HSTU campus

    Funded by: The World Bank and UGC Bangladesh

    Position: Member, Sub-Project Management Team (SPMT)

    Description: Higher Education Quality Enhancement Project (HEQEP) No. CPSF-2254 (Window-3) was of 50 lac Bangladesh Taka (BDT) (USD 58,600) to enrich the capability of the existing wired and wireless network infrastructures at the HSTU campus, Dinajpur, Bangladesh.


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