Publications
Peer-reviewed Conference Papers
⟨C1⟩ Morol, Md Kishor, Shanto, Shakib Sadat, Ahmed, Zishan, & Reza, Ahmed Shakib. (2024). MultiLangMemeNet: A unified multimodal approach for cross-lingual meme sentiment analysis. Proceedings of the 23rd International Conference on Machine Learning and Applications – ICMLA 2024, Miami, Florida. [Accepted] [Equal Contribution] Code
⟨C2⟩ Shanto, Shakib Sadat, Paul, Rahul, Ahmed, Zishan, Reza, Ahmed Shakib, Islam, Kazi Mejbaul, & Roy, Saumya Shovan. (2024). Console log explainer: A framework for generating automated explanations using LLM. Proceedings of the 2nd International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings), Central Michigan University, USA. [Accepted] Code
⟨C3⟩ Shanto, Shakib Sadat, Morol, Md Kishor, Ahmed, Zishan, Reza, Ahmed Shakib, & Jubair, Md Abdullah Al. (2024). Towards interpretable emotion classification in Bangla: A hybrid deep learning approach with explainable AI. Proceedings of the 3rd International Conference on Computing Advancements – ICCA 2024. ACM. [Accepted] Code Link
⟨C4⟩ Ahmed, Zishan, Morol, Md Kishor, Shanto, Shakib Sadat, Reza, Ahmed Shakib, & Jubair, Md Abdullah Al. (2024). Explainable English hate speech detection: A custom BiLSTM model with LIME for multilabel classification. Proceedings of the 3rd International Conference on Computing Advancements – ICCA 2024. ACM. [Accepted] Link
⟨C5⟩ Shanto, Shakib Sadat, Ahmed, Zishan, & Jony, Akinul Islam. (2024). Generative AI for programming education: Can ChatGPT facilitate the acquisition of fundamental programming skills for novices? Proceedings of the 3rd International Conference on Computing Advancements – ICCA 2024. ACM. [Accepted]
⟨C6⟩ Reza, Ahmed Shakib, Morol, Md Kishor, Shanto, Shakib Sadat, Ahmed, Zishan, & Jubair, Md Abdullah Al. (2024). Acoustic analysis of speech for gender and age classification using CNN and machine learning techniques. Proceedings of the 3rd International Conference on Computing Advancements – ICCA 2024. ACM. [Accepted] Link
⟨C7⟩ Ahmed, Zishan, Shanto, Shakib Sadat & Jony, Akinul Islam. (2024). Unlocking Sentiment Analysis Potential for Low-Resource Bangla Language by Fine-Tuning LLaMA Model. 27th International Conference on Computer and Information Technology (ICCIT). [Under Review] [Equal Contribution]
⟨C8⟩ Shanto, Shakib Sadat, Reza, Ahmed Shakib, Islam, Safwan, et al. (2024). From pixels to diagnosis: An innovative EfficientNetB3 approach for interpreting lung and colon cancer histopathology. 27th International Conference on Computer and Information Technology (ICCIT). [Under Review]
⟨C9⟩ Rubiat, Sharmin, Momu, Shanto, Shakib Sadat, & Ahmed, Zishan. (2024). A Comprehensive Approach to Deepfake Audio Detection: Using Feature Fusion and Deep Learning. 27th International Conference on Computer and Information Technology (ICCIT). [Under Review]
Peer-reviewed Journal Papers
⟨J1⟩ Shanto, Shakib Sadat, Ahmed, Zishan, Hossain, Nisma, Roy, Auditi, & Jony, Akinul Islam. (2023). Binary vs. multiclass sentiment classification for Bangla e-commerce product reviews: A comparative analysis of machine learning models. International Journal of Information Engineering and Electronic Business (IJIEEB), 15(6), 1-10. Link
⟨J2⟩ Ahmed, Zishan, Shanto, Shakib Sadat, & Jony, Akinul Islam. (2023). Advancement in Bangla sentiment analysis: A comparative study of transformer-based and transfer learning models for e-commerce sentiment classification. Journal of Information Systems Engineering & Business Intelligence, 9(2), 1-12. Link
⟨J3⟩ Shanto, Shakib Sadat, Ahmed, Zishan, & Jony, Akinul Islam. (2023). Mining user opinions: A balanced Bangla sentiment analysis dataset for e-commerce. Malaysian Journal of Science and Advanced Technology, 272-279. Link
⟨J4⟩ Ahmed, Zishan, Shanto, Shakib Sadat, Rime, Most Humayra Khanom, Morol, Md Kishor, Fahad, Nafiz, Hossen, Md Jakir, & Jubair, Md Abdullah Al. (2024). The Generative AI Landscape in Education: Mapping the Terrain of Opportunities, Challenges and Student Perception. IEEE Access. Link
⟨J5⟩ Shanto, Shakib Sadat, Ahmed, Zishan, & Jony, Akinul Islam. (2023). PAIGE: A generative AI-based framework for promoting assignment integrity in higher education. STEM Education, 3(4), 288-305. Link
⟨J6⟩ Shanto, Shakib Sadat, Ahmed, Zishan, & Jony, Akinul Islam. (2024). Enriching learning process with generative AI: A proposed framework to cultivate critical thinking in higher education using Chat GPT. Tuijin Jishu/Journal of Propulsion Technology, 45(1), 3019-3029. Link
⟨J7⟩ Ahmed, Zishan, Shanto, Shakib Sadat, & Jony, Akinul Islam. (2024). Potentiality of generative AI tools in higher education: Evaluating ChatGPT’s viability as a teaching assistant for introductory programming courses. STEM Education, 4(3), 165-182. Link
⟨J8⟩ Ahmed, Zishan, & Shanto, Shakib Sadat. (2024). Performance analysis of YOLO architectures for surgical waste detection in post-COVID-19 medical waste management. Malaysian Journal of Science and Advanced Technology, 1-9. Link