Computer Science and Engineering

Mr. Md. Tanvir Rouf Shawon

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

• Bengali fake reviews: A benchmark dataset and detection system, Neurocomputing, 2024
• Rank Your Summaries: Enhancing Bengali Text Summarization Via Ranking-Based Approach, 2nd International Conference on Big Data, IoT and Machine Learning, 2024
• 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
• Bengali License Plate Recognition: Unveiling Clarity with CNN and GFP-GAN, 2023 26th International Conference on Computer and Information Technology (ICCIT), 2023
• Bengali Intent Classification with Generative Adversarial BERT, 2023 26th International Conference on Computer and Information Technology (ICCIT), 2023
• Bengali Fake Review Detection using Semi-supervised Generative Adversarial Networks, 2023 5th International Conference on Natural Language Processing (ICNLP), 2023
• 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
• A Cross-Corpus Deep Learning Approach to Social Media Emotion Classification, 2022 4th International Conference on Sustainable Technologies for Industry 4.0 (STI), 2023
• Bengali-English Neural Machine Translation Using Deep Learning Techniques, 2023 International Conference on Electrical, Computer and Communication Engineering (ECCE), 2023
• A GAN-BERT Based Approach for Bengali Text Classification with a Few Labeled Examples, Distributed Computing and Artificial Intelligence, 19th International Conference, 2023
• Effectiveness of Transformer Models on IoT Security Detection in StackOverflow Discussions, International Conference on Information and Communication Technology for Development, 2023
• Bengali Handwritten Digit Recognition using CNN with Explainable AI, 2022 4th International Conference on Sustainable Technologies for Industry 4.0 (STI), 2022
• Stock Price Prediction: A Time Series Analysis, 2022 25th International Conference on Computer and Information Technology (ICCIT), 2022
• An Empirical Study on Bengali News Headline Categorization Leveraging Different Machine Learning Techniques, 2022 25th International Conference on Computer and Information Technology (ICCIT), 2022
• Automatic back transliteration of Romanized Bengali (Banglish) to Bengali, Iran Journal of Computer Science, 2022
• Jamdani Motif Generation using Conditional GAN, 2020 23rd International Conference on Computer and Information Technology (ICCIT), 2020