Education
M.Sc. in Computer Science and Engineering
Jahangirnagar University, Dhaka
Passing year: 2017
B.Sc. in Computer Science and Engineering
Jahangirnagar University, Dhaka
Passing year: 2016
Experiences
| SN | Title | Organization | From Date | To Date |
|---|---|---|---|---|
| 1 | Lecturer | Department of Computer Science and Engineering, Bangabandhu Sheikh Mujibur Rahman University, Kishoreganj | 5 Feb 2023 | Continue |
| 2 | Lecturer (Senior Scale) | Department of Computer Science and Engineering, Daffodil International University, Dhaka | 1 Jan 2022 | 31 Jan, 2023 |
| 3 | Lecturer | Department of Computer Science and Engineering, Daffodil International University, Dhaka | 5 Sep 2018 | 31 Dec, 2021 |
Other Experiences
| [1] Session Chair, “2021 International Conference on Computer Communication and Informatics”, IEEE, Sri Shakthi Institute of Engineering and Technology (SIET), India. |
| [2] Co-convener, International Conference on Machine Intelligence and Data Science Applications (MIDAS 2021), Springer, Comilla University, Cumilla, Bangladesh. |
| [3] Reviewer, Computers in Biology and Medicine. [Elsevier Journal] [Journal Rank: Q1, Impact Factor 7.7] |
| [4] Reviewer, Heliyon. [Elsevier Journal] [Journal Rank: Q1] |
| [5] Reviewer, Array. [Elsevier Journal] [Journal Rank: Q1] |
| [6] Reviewer, Healthcare Analytics. [Elsevier Journal] |
| [7] Reviewer, Current Research in Behavioral Sciences. [Elsevier Journal] [Journal Rank: Q2] |
| [8] Reviewer, IEEE Access. [Journal Rank: Q1] |
| [9] Reviewer, Computer Methods in Biomechanics and Biomedical Engineering. [Taylor & Francis] [Journal Rank: Q3] |
| [10] Reviewer, “Bulletin of Electrical Engineering and Informatics (BEEI)”, Published by the Institute of Advanced Engineering and Science, Indonesia [Scopus Indexed Journal] [Journal Rank: Q3] |
| [11] Reviewer, “Asia-Pacific Journal of Science and Technology (APST)”, Division of Research Administration Khon Kaen University, Thailand [Scopus Indexed Journal] [Journal Rank: Q4] |
| [12] Reviewer, “6th International Conference on Computer Science and Application Engineering (CSAE 2022)”, ACM International Conference Proceedings Series, Nanjing, China. |
| [13] Reviewer, “2021 International Conference on Computer Communication and Informatics”, IEEE, Sri Shakthi Institute of Engineering and Technology (SIET), India. |
| [14] Reviewer,, International Conference on Machine Intelligence and Data Science Applications (MIDAS 2021), Springer, Comilla University, Cumilla, Bangladesh. |
| [15] Reviewer, “International Conference on Science & Contemporary Technologies (ICSCT-2021)”, IEEE, Bangladesh University of Business and Technology (BUBT), Dhaka, Bangladesh. |
| [16] Reviewer, “International Conference on Embracing Industry 4.0 for Sustainable Business Growth (EISBG 2024)”, Noakhali Science and Technology University (NSTU), Noakhali, Bangladesh. |
| [17] Judge, Mujib 100 Idea Contest 2021, Organized by UGC of Bangladesh. |
Awards
| SN | Title | Type | Year | Country | Description |
|---|---|---|---|---|---|
| 1 | Best Paper Award | Third International Conference on Smart Systems: Innovations in Computing (SSIC) | 2021 | India | |
| 2 | Best Paper Award | International Conference on Machine Intelligence and Data Science Application (MIDAS) | 2021 | Bangladesh |
Research
Research Interests
Research Profiles
| [1] ResearchGate Profile: https://www.researchgate.net/profile/Al_Amin_Biswas |
| [2] Google Scholar Profile: https://scholar.google.com/citations?hl=en&view_op=&user=JiaLPHwAAAAJ |
| [3] ORCID ID: https://orcid.org/0000-0002-1354-3042 |
| [4] Scopus ID: https://www.scopus.com/authid/detail.uri?authorId=57211300215 |
Publications
Journal Article
[1] M. R. Barman et al., “Automated Classification of Diseased Cauliflower: A Feature-Driven Machine Learning Approach,” TELKOMNIKA (Telecommunication Computing Electronics and Control), 2024. [Scopus Indexed] [Journal Rank: Q3] [Accepted]
[2] A. A. Biswas, “A Comprehensive Review of Explainable AI for Disease Diagnosis,” Array, Volume 22, July 2024. [Elsevier] [DBLP, ESCI, Scopus Indexed] [Journal Rank: Q1]
[3] S. G. Paul et al., “A Comprehensive Review of Green Computing: Past, Present, and Future Research,” in IEEE Access, vol. 11, pp. 87445-87494, 2023. [DBLP, Scopus Indexed] [Journal Rank: Q1]
[4] S. G. Paul et al., “A real-time application-based convolutional neural network approach for tomato leaf disease classification,” Array, Volume 19, August 2023. [Elsevier] [DBLP, ESCI, Scopus Indexed] [Journal Rank: Q1]
[5] R. Sadik, A. Majumder, A. A. Biswas, B. Ahammad, and M. M. Rahman, “An in-depth analysis of Convolutional Neural Network architectures with transfer learning for skin disease diagnosis,” Healthcare Analytics, Volume 3, February, 2023. [Elsevier] [Scopus Indexed]
[6] S. G. Paula, A. Saha, A. A.Biswas, M. S. Zulfiker, M. S. Arefin, M. M. Rahman, and A. W. Reza, “Combating Covid-19 using machine learning and deep learning: Applications, challenges, and future perspectives,” Array, Volume 17, December, 2022. [Elsevier] [DBLP, ESCI, Scopus Indexed] [Journal Rank: Q1]
[7] M. S. Zulfiker, N. Kabir, A. A. Biswas, S. Zulfiker, and M. S. Uddin, “Analyzing the Public Sentiment on COVID-19 Vaccination in Social Media: Bangladesh Context,” Array, 12 June, 2022. [Elsevier] [DBLP, ESCI, Scopus Indexed] [Journal Rank: Q1]
[8] M. S. Zulfiker, N. Kabir, A. A. Biswas, T. Nazneen, and M. S. Uddin, “An In-Depth Analysis of Machine Learning Approaches to Predict Depression,” Current Research in Behavioral Sciences, 06 May, 2021. [Elsevier] [Scopus Indexed] [Journal Rank: Q2]
[9] M. J. Mia, S. K. Maria, S. S. Taki, and A. A. Biswas, “Cucumber Disease Recognition Using Machine Learning and Transfer Learning,” Bulletin of Electrical Engineering and Informatics, vol. 10, no. 6 (2021), Indonesia. [Scopus Indexed] [Journal Rank: Q3]
[10] A. Majumder, A. Rajbongshi, M. M. Rahman, and A. A. Biswas, “Local Freshwater Fish Recognition Using Different CNN Architectures with Transfer Learning,” International Journal on Advanced Science, Engineering and Information Technology, vol. 11, no. 03, 2020, Indonesia. [Scopus Indexed] [Journal Rank: Q3]
[11] M. M. Rahman, A. A. Biswas, A. Rajbongshi, and A. Majumder, ”Recognition of Local Birds of Bangladesh using MobileNet and Inception-v3”, International Journal of Advanced Computer Science and Applications (IJACSA), vol. 11, no. 08, August, 2020. [Scopus Indexed] [Journal Rank: Q3]
[12] A. Rajbongshi, M. I. Islam, A. A. Biswas, M. M. Rahman, A. Majumder, and M. E. Islam, ”Bangla Optical Character Recognition and Text-to-Speech Conversion using Raspberry PI,” International Journal of Advanced Computer Science and Applications (IJACSA), vol. 11, no. 06, pp. 274-278, June, 2020. [Scopus Indexed] [Journal Rank: Q3]
[13] M. S. Zulfiker, N. Kabir, A. A. Biswas, P. Chakraborty, and M. M. Rahman, ”Predicting Students’ Performance of the Private Universities of Bangladesh using Machine Learning Approaches”, International Journal of Advanced Computer Science and Applications (IJACSA), vol. 11, no. 03, pp. 672-679, 2020. [Scopus Indexed] [Journal Rank: Q3]
[14] M. J. Mia, A. A. Biswas, M. T. Habib, and A. Sattar, ”Registration Status Prediction Using Machine Learning in the Context of Private University of Bangladesh,” International Journal of Innovative Technology and Exploring Engineering, vol. 9, no. 1, pp. 2594-2600, November, 2019. [Scopus Indexed]
[15] A. A. Biswas, A. Majumder, M. J. Mia, I. Nowrin, and N. A. Ritu, ”Predicting the Enrollment and Dropout of Students in the Post-Graduation Degree using Machine Learning Classifier”, International Journal of Innovative Technology and Exploring Engineering, vol. 8, no. 11, pp. 3083-3088, September, 2019. [Scopus Indexed]
Conference Proceedings
[1] T. Tabassum et al., “A Comprehensive Review of Machine Learning and Deep Learning Techniques for Rice Leaf Disease Classification,” 6th International Conference on Computational Intelligence in Pattern Recognition (CIPR), Springer, 2024 [Scopus Indexed] [Presented]
[2] T. T. Prama, A. A. Biswas, and M. M. Anwar, “Deep Learning-Based Classification of Conference Paper Reviews: Accept or Reject?” 23rd International Conference on Intelligent Systems Design and Applications (ISDA 2023), Springer, 2023 [Scopus Indexed] [Accepted] [Ranked Conference]
[3] A. Saha, S. G. Paul, M. S. Zulfiker, A. A. Biswas, M. M. Fuad, “Transfer-learning-based feature extractor performance analysis to classify black gram leaf disease,” International Conference on Big Data, IoT and Machine Learning (BIM 2023), Springer, 2023 [Scopus Indexed] [Presented]
[4] M. M. Rahman, B. C. Das, A. A. Biswas, and M. M. Anwar, “Predicting Participants’ Performance in Programming Contests using Deep Learning Techniques,” 22th International Conference on Hybrid Intelligent Systems (HIS 2022), Springer, 2022. [DBLP & Scopus Indexed] [Ranked Conference]
[5] A. A. Biswas, M. S. Zulfiker, A. Rajbongshi, M. J. Mia, and A. Majumder, “Feature Ranking Based Carrot Disease Recognition Using MIFS Method,” 21th International Conference on Hybrid Intelligent Systems (HIS 2021), Springer, 2021. [DBLP & Scopus Indexed] [Ranked Conference]
[6] M. J. Ali, B. C. Das, S. Saha, A. A. Biswas, and P. Chakraborty, “A Comparative Study of Machine Learning Algorithms to Detect Cardiovascular Disease with Feature Selection Method,” International Conference on Machine Intelligence and Data Science Application (MIDAS 2021), vol. 132, Springer. [Scopus Indexed] [Received Best Paper Award]
[7] M. A. Pramanik, M. M. H. Suzan, A. A. Biswas, M. Z. Rahman, A. Kalaiarasi, “Performance Analysis of Classification Algorithms for Outcome Prediction of T20 Cricket Tournament Matches,” International Conference on Computer Communication and Informatics (ICCCI 2022), IEEE, 2022. [Scopus Indexed]
[8] A. Rajbongshi, A. A. Biswas, J. Biswas, R. Shakil, B. Akter, and M. R. Barman, “Sunflower Diseases Recognition Using Computer Vision-Based Approach,” IEEE Region 10 Humanitarian Technology Conference 2021, IEEE, 2021. [Scopus Indexed]
[9] N. A. Ritu, A. Abid, A. A. Biswas, and M. I. Islam, “Watermarking of Digital Image Based on Complex Number Theory,” Third International Conference on Smart Systems: Innovations in Computing (SSIC 2021), Springer, 2021. [Scopus Indexed]
[10] M. M. H. Suzan, N. A. Samrin, A. A. Biswas, and M. A. Pramanik, “Students’ Adaptability Level Prediction in Online Education using Machine Learning Approaches,” 12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IEEE, 2021. [DBLP & Scopus Indexed]
[11] T. I. Meghla, M. M. Rahman, A. A. Biswas, J. T. Hossain, and T. Khatun, “Supply Chain Management with Demand Forecasting of Covid-19 Vaccine using Blockchain and Machine Learning,” 12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IEEE, 2021. [DBLP & Scopus Indexed]
[12] M. A. Pramanik, M. A. Z. Khan, A. A. Biswas, and Md. Mahbubur Rahman, “Lemon Leaf Disease Classification Using CNN-based Architectures with Transfer Learning,” 12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IEEE, 2021. [DBLP & Scopus Indexed]
[13] M. S. Zulfiker, N. Kabir, A. A. Biswas, P. Chakraborty, “Predicting Insomnia Using Multilayer Stacked Ensemble Model,” 5th International Conference on Advances in Computing and Data Sciences (ICACDS 2021), Communications in Computer and Information Science, Springer, 2021. [Scopus Indexed]
[14] S. K. Maria, S. S. Taki, M. J. Mia, A. A. Biswas, A. Majumder, and F. Hasan, “Cauliflower Disease Recognition using Machine Learning and Transfer Learning,” Third International Conference on Smart Systems: Innovations in Computing (SSIC 2021), Springer, 2021. [Scopus Indexed]
[15] M. J. Mia, M. Hasan, and A. A. Biswas, “Effectiveness Analysis of Different POS Tagging Techniques for Bangla Language,” Third International Conference on Smart Systems: Innovations in Computing (SSIC 2021), Springer, 2021. [Scopus Indexed] [Received Best Paper Award]
[16] A. Majumder, M. M Rahman, A. A. Biswas, M. S. Zulfiker, and S. Basak, “Stock Market Prediction: A Time Series Analysis,” Third International Conference on Smart Systems: Innovations in Computing (SSIC 2021), Springer, 2021. [Scopus Indexed]
[17] A. Nawar, N. K. Sabuz, S. M. T. Siddiquee, M. Rabbani, A. A. Biswas, and A. Majumder, “Skin Disease Recognition: A Machine Vision Based Approach,” 2021 International Conference on Advanced Computing and Communication Systems (ICACCS), IEEE, 2021. [Scopus Indexed]
[18] J. Biswas, M. M. Rahman, A. A. Biswas, M. A. Z. Khan, A. Rajbongshi and H. A. Niloy, “Sentiment Analysis on User Reaction for Online Food Delivery Services using BERT Model,” 2021 International Conference on Advanced Computing and Communication Systems (ICACCS), IEEE, 2021. [Scopus Indexed]
[19] A. A. Biswas, M. M. Rahman, A. Rajbongshi, and A. Majumder, “Recognition of Local Birds using Different CNN Architectures with Transfer Learning,” In 2021 International Conference on Computer Communication and Informatics (ICCCI 2021), IEEE, 2021. [Scopus Indexed]
[20] M. M. Rahman, M. A. Z. Khan, and A. A. Biswas, “Bangla News Classification using Graph Convolutional Networks,” In 2021 International Conference on Computer Communication and Informatics(ICCCI 2021), IEEE, 2021. [Scopus Indexed]
[21] S. Basak, F. F. Nandiny, S. M. M. H. Chowdhury, and A. A. Biswas, “Gesture-based Smart Wheelchair for Assisting Physically Challenged People,” In 2021 International Conference on Computer Communication and Informatics (ICCCI 2021), IEEE, 2021. [Scopus Indexed]
[22] A. A. Biswas, A. Majumder, M. J Mia, R. Basri, and M. S. Zulfiker, “Career Prediction with Analysis of Influential Factors Using Data Mining in the Context of Bangladesh,” In Second International Conference on Trends in Computational and Cognitive Engineering (TCCE-2020), Advances in Intelligent Systems and Computing, Vol 1309, pp. 441-451, Springer, 2020. [Scopus Indexed]
[23] M. M. Rahman, R. Sadik, and A. A. Biswas, “Bangla Document Classification Using Character Level Deep Learning,” In 4th International Symposium on Multidisciplinary Studies and Innovative Technologies, IEEE, 2020. [Scopus Indexed]
[24] A. A. Biswas, M. J. Mia, and A. Majumder, "Forecasting the Number of Road Accidents and Casualties using Random Forest Regression in the Context of Bangladesh," In 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IEEE, pp. 1-5, 2019. [DBLP and Scopus Indexed]
[25] A. A. Biswas and S. Basak, "Forecasting the Trends and Patterns of Crime in Bangladesh using Machine Learning Model," In 2 nd International Conference on Intelligent Communication and Computational Techniques (ICCT), IEEE, pp. 115-119, 2019. [Scopus Indexed]