Computer Science and Engineering

Mr. Md. Tanvir Rouf Shawon

Designation: Lecturer Grade-I

Email: shawontanvir.cse@aust.edu

Office Extension: N/A

Room No: 9B02

Personal Website: https://shawon-tanvir.github.io//

Research Interests

• Pattern Recognition
• Soft Computing
• Algorithm
• Computer Vision
• Natural Language Processing

Educational Background

• Bachelor of Science (BSc), (Computer Science and Engineering), Ahsanullah University of Science and Technology

Honors and Achievements

• Dean’s List of Honor, Ahsanullah University of Science and Technology, 2021

Publications

1. Bengali fake reviews: A benchmark dataset and detection system, Neurocomputing, 2024, Elsevier B.V.. URL
2. Automatic back transliteration of Romanized Bengali (Banglish) to Bengali, Iran Journal of Computer Science, 2022, Springer Nature Switzerland AG. URL

1. Rank Your Summaries: Enhancing Bengali Text Summarization Via Ranking-Based Approach, 2nd International Conference on Big Data, IoT and Machine Learning, 2024, Springer, Singapore. URL
2. Bengali License Plate Recognition: Unveiling Clarity with CNN and GFP-GAN, 2023 26th International Conference on Computer and Information Technology (ICCIT), 2023, IEEE. URL
3. Bengali Intent Classification with Generative Adversarial BERT, 2023 26th International Conference on Computer and Information Technology (ICCIT), 2023, IEEE. URL
4. Bengali Fake Review Detection using Semi-supervised Generative Adversarial Networks, 2023 5th International Conference on Natural Language Processing (ICNLP), 2023, IEEE. URL
5. An Empirical Study of Pre-Trained CNN Models on COVID-19 CT Scan Images, 2022 4th International Conference on Sustainable Technologies for Industry 4.0 (STI), 2023, IEEE. URL
6. A Cross-Corpus Deep Learning Approach to Social Media Emotion Classification, 2022 4th International Conference on Sustainable Technologies for Industry 4.0 (STI), 2023, IEEE. URL
7. Bengali-English Neural Machine Translation Using Deep Learning Techniques, 2023 International Conference on Electrical, Computer and Communication Engineering (ECCE), 2023, IEEE. URL
8. A GAN-BERT Based Approach for Bengali Text Classification with a Few Labeled Examples, Distributed Computing and Artificial Intelligence, 19th International Conference, 2023, Springer, Cham. URL
9. Effectiveness of Transformer Models on IoT Security Detection in StackOverflow Discussions, International Conference on Information and Communication Technology for Development, 2023, Springer, Singapore. URL
10. Bengali Handwritten Digit Recognition using CNN with Explainable AI, 2022 4th International Conference on Sustainable Technologies for Industry 4.0 (STI), 2022, IEEE. URL
11. Stock Price Prediction: A Time Series Analysis, 2022 25th International Conference on Computer and Information Technology (ICCIT), 2022, IEEE. URL
12. An Empirical Study on Bengali News Headline Categorization Leveraging Different Machine Learning Techniques, 2022 25th International Conference on Computer and Information Technology (ICCIT), 2022, IEEE. URL
13. Jamdani Motif Generation using Conditional GAN, 2020 23rd International Conference on Computer and Information Technology (ICCIT), 2020, IEEE. URL

1. A Comparative Analysis of Noise Reduction Methods in Sentiment Analysis on Noisy Bangla Texts, 2024 The 9th Workshop on Noisy and User-generated Text (W-NUT), 2024, ACL Anthology. URL