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Bangladesh Agricultural University | |
| PGD-in-ICT Program |
Dr. Machbah Uddin
Associate Professor
Department of Computer Science and Mathematics
Faculty of Agricultural Engineering & Technology
Research Interest:
Bioinformatics Engineering, Computer Vision, Machine Learning, Bioinformatics
Total Publications: 19
| Journal Article (14) |
| 2025 |
|
1.
Handcrafted Feature-based Poultry Disease Detection from Fecal Images Smart Agricultural Technology Author List: AKM Shoriful Islam, Md Rakib Hassan, Machbah Uddin, Md Shahidur Rahman Vol. , pp . 2025. |
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2.
Phylogeny reconstruction using multi-agent surface area pressure features IEEE Access Author List: Md Sayeed Iftekhar Yousuf; Machbah Uddin; Mohammad Khairul Islam; Md Rakib Hasan; Farah Jahan Vol. , pp 156188 - 156202. 2025. |
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3.
Image encryption algorithm based on DNA sequence-driven key scrambling and secure hashing Journal of Information Security and Applications Author List: Abrar Chowdhury; Machbah Uddin; Md. Rakib Hassan; Muhammad Mustagis Billah Vol. , pp . 2025. |
| 2023 |
|
4.
Emotion Detection Using Deep Learning Approach 2023 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD) Author List: Nagifa Ilma Progga; Farah Jahan; Machbah Uddin; Ahmed Shafkat; Muhammad Anwarul Azim; Mohammad Khairul Islam Vol. , pp 41-45. 2023. |
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5.
A fast and efficient algorithm for DNA sequence similarity identification Complex & Intelligent Systems Author List: Machbah Uddin; Mohammad Khairul Islam; Md Rakib Hassan; Farah Jahan; Joong Hwan Baek Vol. 9, pp 1265-1280. 2023. |
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6.
Germinative paddy seed identification using deep convolutional neural network Multimedia Tools and Applications Author List: Mohammad Aminul Islam; Md Rakib Hassan; Machbah Uddin; Md Shajalal Vol. 82, pp 39481-39501. 2023. |
| 2022 |
|
7.
Paddy seed variety identification using t20-hog and haralick textural features Complex & Intelligent Systems Author List: Machbah Uddin; Mohammad Aminul Islam; Md Shajalal; Mohammad Afzal Hossain; Md Sayeed Iftekhar Yousuf Vol. 8, pp 657-671. 2022. |
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8.
A novel feature based algorithm for soil type classification Complex & Intelligent Systems Author List: Machbah Uddin; Md Rakib Hassan Vol. 8, pp 3377-3393. 2022. |
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9.
An assessment of meteorological parameters effects on COVID-19 pandemic in Bangladesh using machine learning models Environmental Science and Pollution Research Author List: Jaionto Karmokar; Mohammad Aminul Islam; Machbah Uddin; Md Rakib Hassan; Md Sayeed Iftekhar Yousuf Vol. 29, pp 67103-67114. 2022. |
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10.
Deep learning-based bacterial genus identification Journal of Advanced Veterinary and Animal Research Author List: Md Shafiur Rahman Khan; Ishrat Khan; Md Abdus Sattar Bag; Machbah Uddin; Md Rakib Hassan; Jayedul Hassan Vol. 9, pp 573. 2022. |
| 2021 |
|
11.
A novel DNA-based key scrambling technique for image encryption Complex & Intelligent Systems Author List: Machbah Uddin; Farah Jahan; Mohammad Khairul Islam; Md Rakib Hassan Vol. 7, pp 3241-3258. 2021. |
| 2016 |
|
12.
Crowd Detection in Still Images Using Combined HOG and SIFT Feature Indonesian Journal of Electrical Engineering and Computer Science Author List: Machbah Uddin; H Gope; S Yousuf; D Islam; MK Islam Vol. 4, pp 447. 2016. |
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13.
Fire Detection in Still Image Using Color Model Indonesian Journal of Electrical Engineering and Computer Science Author List: Hira Lal Gope; Machbah Uddin; Shohag Barman; Dilshad Islam; Mohammad Khairul Islam Vol. 3, pp 618-625. 2016. |
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14.
Scene classification using localized histogram of oriented gradients method International Journal of Computer (IJC) Author List: Md Faisal Bin Abdul Aziz; Machbah Uddin; Mohammad Khairul Islam Vol. 20, pp 13-28. 2016. |
| Conference Proceedings (5) |
| 2025 |
|
1.
Tomato stem scar detection using C3Ghost-based improved YOLOv5 model Author List: S.M. Jahidul Islam; Machbah Uddin; Md. Rakib Hassan; Muhammad Mustagis Billah Vol. , pp 917-924. 2025. |
| 2024 |
|
2.
Pseudo-Knighted Cocktail Shaker Sort Proceedings of Trends in Electronics and Health Informatics: TEHI 2023 Author List: Tasnim Ul Islam; Shahad Shahriar; Machbah Uddin; Md Rakib Hassan Vol. , pp 149. 2024. |
| 2023 |
|
3.
DNA Matching Using k-mer Derived Spatial Features 2023 International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM) Author List: Md Sayeed Iftekhar Yousuf; Machbah Uddin; Mohammad Khairul Islam; Md Rakib Hassan; Aysha Siddika Ratna; Farah Jahan Vol. , pp 6-Jan. 2023. |
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4.
Phylogeny Reconstruction Using k-mer Derived Transition Features International Conference on Big Data, IoT and Machine Learning Author List: Md Sayeed Iftekhar Yousuf; Machbah Uddin; Mohammad Khairul Islam; Md Rakib Hassan; Aysha Siddika Ratna; Farah Jahan Vol. , pp 33-47. 2023. |
| 2022 |
|
5.
A novel part-wise template matching technique for DNA sequence similarity identification 2022 25th International Conference on Computer and Information Technology (ICCIT) Author List: Machbah Uddin; Mohammad Khairul Islam; Md Rakib Hassan; Aysha Siddika Ratna; Farah Jahan Vol. , pp 882-887. 2022. |
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Total Number: 11
| SL | Role | Project No | Title | Funded By | Duration |
|---|---|---|---|---|---|
| 1 | 1 | DNA based image encryption | |||
| 2 | 2 | An efficient technique for DNA sequence similarity identification | |||
| 3 | 3 | Paddy variety identification using machine learning | |||
| 4 | 4 | SMS Based Water Quality Monitoring System for Fish Farming in Bangladesh | |||
| 5 | 5 | Seed Germination Prediction in Storage | |||
| 6 | 6 | Realtime Field Crop Suggestion from Soil Image | |||
| 7 | 7 | IoT Enabled Agricultural Storage Monitoring | |||
| 8 | 8 | Identifying Thieves During Illegal Fishing at Pond | |||
| 9 | 9 | Retina Based Lock/Unlock Windows Phone | |||
| 10 | 10 | Eye Gesture based Game Object Moving | |||
| 11 | 11 | Steganography audio and video data concealing in an image |
Total Number: 5
| SL | Title | Duration | Organizing Institute | Details |
|---|---|---|---|---|
| 1 | Advanced Object-Oriented Programming (OOP) | 15 days | Samsung R&D Institute Bangalore (SRIB) India | |
| 2 | Joint Venture Project Development Style Training | 1 month | Samsung R&D Institute Bangalore (SRIB) India | |
| 3 | Big Data Handling Strategies and Methods | 3 days | ||
| 4 | Teaching Methods and Techniques for University Teachers | 15 days | Graduate Training Institute, GTI, BAU, Mymensingh | |
| 5 | Foundation Training for University Teachers | 27 days | Graduate Training Institute, GTI, BAU, Mymensingh | Batch: 17th Batch |
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