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Faculty of Science and Engineering
Department of Computer Science and Engineering
M.Sc. in Computer Science and Engineering, Islamic University, Kushtia-7003, Bangladesh.
B.Sc. in Computer Science and Engineering, Islamic University, Kushtia-7003, Bangladesh.
HSC from G.K Ideal Degree College, Magura
SSC from Nakol R.C High School, Magura
Diponkor Bala is currently working as Lecturer at the Department of Computer Science and Engineering, City University. His hometown is in Magura district. He completed his Master of Science (M.Sc.) in Computer Science and Engineering (CSE) from Islamic University, Kushtia-7003, Bangladesh, and his Bachelor of Science (B.Sc.) in Computer Science and Engineering (CSE) from Islamic University, Kushtia-7003, Bangladesh. He worked as a research assistant in the department of Computer Science and Engineering from 2022 to 2023. He has hand-to-hand work experience in Machine Learning, Deep Learning, and high-performance computing. In both his bachelor's and master's theses, he used machine learning and deep learning on signal and biomedical imaging. He has already published several journal papers in highly reputed international journals. He also published several conference papers at IEEE-based national and international conferences. He received the second-best paper award from the IEEE Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI) hosted by the Department of Electrical & Electronics Engineering (EEE), ABV-IIITM Gwalior, Madhya Pradesh, India. He also completed a 200 hours professional training on Skill Development for Mobile Game & Application Project organized by the ICT Division of Bangladesh. He is also a member of the International Association of Engineers. Moreover, he has good analytical skills and also a piece of good knowledge of Python, MATLAB, and C programming languages. His area of research is basically focused on machine learning and deep learning. His current research interests are in Machine Learning, Deep Learning, Medical Imaging, Biomedical Signal Processing, Computer Vision, Computational Biology, Bioinformatics, and Explainable AI.
Lecturer, Department of Computer Science and Engineering, City University, August 2023 – Present.
Machine Learning, Deep Learning, Medical Imaging, Biomedical Signal Processing, Computer Vision, Computational Biology, Bioinformatics, Explainable AI.
Research Experience
Research Assistant, Department of Computer Science and Engineering, Isla
International Journal Papers
1. RGFSAMNet: An interpretable COVID-19 detection and classification by using the deep residual network with global feature fusion and attention mechanism; S.M. Rakib Ul Karim, Diponkor Bala, Rownak Ara Rasul, Sean Goggins*; [PLOS One], November, 2024 [IF: 2.9; Q1] [Under Review]
2. An evaluation of machine learning approaches for early diagnosis of autism spectrum disorder; Rownak Ara Rasul, Promy Saha, Diponkor Bala*, S.M. Rakib Ul Karim, Md. Ibrahim Abdullah, Bishwajit Saha; [Healthcare Analytics-Elsevier], January, 2024 [CiteScore: 4.4; Q2]
3. MonkeyNet: A Robust Deep Convolutional Neural Network for Monkeypox Disease Detection and Classification; Diponkor Bala*, Md. Shamim Hossain*, Mohammad Alamgir Hossain, Md. Ibrahim Abdullah, Md. Mizanur Rahman, Balachandran Manavalan, Naijie Gu, Mohammad S. Islam and Zhangjin Huang; [Neural Networks-Elsevier], February, 2023 [IF: 9.657; Q1]
4. Childhood Pneumonia Recognition using Convolutional Neural Network from Chest X-ray Images; Diponkor Bala*; Journal of Electrical Engineering, Electronics, Control and Computer Science – JEEECCS, 2021.
5. American Sign Language Alphabets Recognition using Convolutional Neural Network; Diponkor Bala*, Bappa Sarkar, Md. Ibrahim Abdullah and Mohammad Alamgir Hossain; International Journal of Knowledge Based Computer Systems, 2021.
6. Efficient Classification Techniques of Human Activities from Smartphone Sensor Data using Machine Learning Algorithms; Diponkor Bala*, G. M. Waliullah; International Journal of Knowledge Based Computer Systems, 2020.
7. Analysis of the Probability of Bit Error Performance on Different Digital Modulation Techniques over AWGN Channel Using MATLAB; Diponkor Bala*, G. M. Waliullah, Md. Nazrul Islam, Md. Ibrahim Abdullah and Mohammad Alamgir Hossain; Journal of Electrical Engineering, Electronics, Control and Computer Science – JEEECCS, 2021.
8. Analysis the Performance of OFDM Using BPSK, QPSK, 64-QAM, 128-QAM 256-QAM Modulation Techniques; Diponkor Bala*, Md. Shahabub Alam, Md. Nazrul Islam, Md. Ibrahim Abdullah and Mohammad Alamgir Hossain; Journal of Electrical Engineering, Electronics, Control and Computer Science – JEEECCS, 2021.
9. Study the BER Performance Comparison of MIMO Systems Using BPSK Modulation with ZF and MMSE Equalization G. M. Waliullah, Diponkor Bala, Ashrafunnahar Hena, Md. Ibrahim Abdullah and Mohammad Alamgir Hossain*; Australian Journal of Engineering and Innovative Technology, 2020.
10. Simulation and Performance Analysis of OFDM System based on Non-Fading AWGN Channel; Diponkor Bala*, Md. Ibrahim Abdullah and Mohammad Alamgir Hossain; International Journal of Knowledge Based Computer Systems, 2022.
11. Design and Implementation of Low Cost Automatic Irrigation System using Microcontroller; Kowser Ahmed Shemul, Prianka Saha, Diponkor Bala*; Journal of Applied Information Science, 2022.
12. Analysis the Performance of OFDM for Different Modulation Techniques with Channels and Image Transmission; G. M Waliullah, Nilufar Yasmin, Mohammad Alamgir, Ibrahim Abdullah, Diponkor Bala*; Journal of Electrical Engineering, Electronics, Control and Computer Science – JEEECCS, 2023.
13. Analysis the Performance of MIMO-OFDM for Various Modulation Techniques over AWGN, Rayleigh Fading and Rician Fading Channel; Diponkor Bala*, G. M. Waliullah, Md. Hafizur Rahman, Md. Ibrahim Abdullah and Mohammad Alamgir Hossain; Journal of Network and Information Security, 2021.
14. Design and Implementation of Low Cost Dual Axis Solar Tracking System using Microcontroller. Diponkor Bala*, G. M. Waliullah, Mohammad Alamgir Hossain; Journal of VLSI Design and Signal Processing, 2021.
15. Performance Analysis of Zero Forcing and MMSE Equalizer on MIMO System in Wireless Channel; G. M. Waliullah, Diponkor Bala, Mst. Ashrafunnahar Hena, Md. Ibrahim Abdullah and Mohammad Alamgir Hossain*; Journal of Network and Information Security, 2020.
16. Study the Performance of Capacity for SISO, SIMO, MISO and MIMO in Wireless Communication; Diponkor Bala, G. M. Waliullah, Mst. Ashrafunnahar Hena, Md. Ibrahim Abdullah and Mohammad Alamgir Hossain*; Journal of Network and Information Security, 2020.
Conference Papers
1. ADSENet: Alzheimer’s disease classification using multiple deep residual learning with squeeze and excitation networks; [Accepted] Diponkor Bala*, S M Rakib Ul Karim, Rownak Ara Rasul and Sean Goggins; 27th International Conference on Computer and Information Technology (ICCIT)) (Cox's Bazar, Bangladesh), 2024.
2. A New Benchmark on Musculoskeletal Abnormality Recognition System using Deep Transfer Learning Model; DOI: 10.1109/ICAEEE62219.2024.10561721. Tajmin Sultana Mime, Diponkor Bala*, Mohammad Alamgir Hossain, Md. Atiqur Rahman, Md. Shamim Hossain and Md. Ibrahim Abdullah; 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE)) (Gazipur, Bangladesh), 2024.
3. Automated Brain Tumor Classification System using Convolutional Neural Networks from MRI Images. DOI: 10.1109/ICEET56468.2022.10007116. Diponkor Bala*, Mohammad Anwarul Islam, Mohammad Iqbal Hossain, Mohammed Mynuddin, Mohammad Alamgir Hossain and Md. Shamim Hossain; 8th International Conference on Engineering and Emerging Technologies (ICEET) (Kuala Lumpur, Malaysia), 2022.
4. A Robust Plant Leaf Disease Recognition System Using Convolutional Neural Networks. DOI: 10.1109/ICEET56468.2022.10007185. Diponkor Bala*, Mohammed Mynuddin, Mohammad Iqbal Hossain, Mohammad Anwarul Islam, Mohammad Alamgir Hossain and Md. Ibrahim Abdullah; 8th International Conference on Engineering and Emerging Technologies (ICEET) (Kuala Lumpur, Malaysia), 2022.
5. Efficient Epileptic Seizure Recognition System using the Multi-model Ensemble Method from EEG. DOI: 10.1109/IATMSI56455.2022.10119299. Diponkor Bala*, Mohammad Alamgir Hossain, Mohammad Anwarul Islam, Mohammed Mynuddin, Md. Shamim Hossain, and Md. Ibrahim Abdullah; IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI) (ABV-IIITM, Gwalior, India), 2022. [Best Paper Award (2nd Place)].
6. Effective Recognition System of American Sign Language Alphabets Using Machine Learning Classifiers, ANN and CNN. DOI: 10.1109/IATMSI56455.2022.10119336. Diponkor Bala*, Mohammad Alamgir Hossain, Mohammed Mynuddin, Mohammad Anwarul Islam, Md. Shamim Hossain, and Md. Ibrahim Abdullah; IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI) (ABV-IIITM, Gwalior, India), 2022.
7. SkinNet: An Improved Skin Cancer Classification System Using Convolutional Neural Network. DOI: 10.1109/STI56238.2022.10103344. Diponkor Bala*, Md. Ibrahim Abdullah, Mohammad Alamgir Hossain, Mohammad Anwarul Islam, Md. Atiqur Rahman, Md. Shamim Hossain; 4th International Conference on Sustainable Technologies for Industry 4.0 (STI 2022)) (Dhaka, Bangladesh), 2022.
8. SERNet: A Novel Speech Emotion Recognition System Using Ensemble Deep Learning Approach. DOI: 10.1109/STI56238.2022.10103272. Diponkor Bala*, Mohammad Alamgir Hossain, Mohammad Anwarul Islam, Md. Atiqur Rahman, Md. Shamim Hossain and Md. Ibrahim Abdullah; 4th International Conference on Sustainable Technologies for Industry 4.0 (STI 2022)) (Dhaka, Bangladesh), 2022.
Google Scholar Profile: https://scholar.google.com/citations?user=yi44KEsAAAAJ&hl=en
ResearchGate Profile: https://www.researchgate.net/profile/Diponkor-Bala