Publications (18) Akinul Islam Jony publications

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2025

  1. AI-powered teamwork in higher education: a comprehensive systematic review of effectiveness and challenges

    Multidisciplinary Movements in AI and Generative AI: Society, Business, Education (Edward Elgar Publishing Ltd.), pp. 65-97

  2. Generative AI for Programming Education: Can ChatGPT Facilitate the Acquisition of Fundamental Programming Skills for Novices?

    ICCA 2024 - 3rd International Conference on Computing Advancements, 2024

2024

  1. A long short-term memory based approach for detecting cyber attacks in IoT using CIC-IoT2023 dataset

    Journal of Edge Computing, Vol. 3, Núm. 1, pp. 28-42

  2. Enhanced deep learning model architecture for plant disease detection in Chilli plants

    Journal of Edge Computing, Vol. 3, Núm. 2, pp. 136-146

  3. From Pixels to Diagnosis: An Innovative EfficientNetB3 Approach for Interpreting Lung and Colon Cancer Histopathology

    2024 27th International Conference on Computer and Information Technology, ICCIT 2024 - Proceedings

  4. Potentiality of generative AI tools in higher education: Evaluating ChatGPT's viability as a teaching assistant for introductory programming courses

    STEM Education, Vol. 4, Núm. 3, pp. 165-182

  5. ScrumSpiral: An Improved Hybrid Software Development Model

    International Journal of Information Technology and Computer Science, Vol. 16, Núm. 2, pp. 57-65

  6. Securing the Internet of Things: Evaluating Machine Learning Algorithms for Detecting IoT Cyberattacks Using CIC-IoT2023 Dataset

    International Journal of Information Technology and Computer Science, Vol. 16, Núm. 4, pp. 56-65

  7. Unlocking Sentiment Analysis Potential for Low-Resource Bangla Language by Fine-Tuning LLaMA Model

    2024 27th International Conference on Computer and Information Technology, ICCIT 2024 - Proceedings

2023

  1. 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 and Business Intelligence, Vol. 9, Núm. 2, pp. 181-194

  2. 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, Vol. 15, Núm. 6, pp. 48-63

  3. PAIGE: A generative AI-based framework for promoting assignment integrity in higher education

    STEM Education, Vol. 3, Núm. 4, pp. 288-305

2022

  1. A Comparison of Opinion Mining Algorithms by Using Product Review Data

    International Journal of Information Engineering and Electronic Business, Vol. 14, Núm. 4, pp. 28-38

  2. Strategies for Enhancing the Multi-Stage Classification Performances of HER2 Breast Cancer from Hematoxylin and Eosin Images

    Diagnostics, Vol. 12, Núm. 11

2021

  1. A PLS-SEM Approach in Evaluating a Virtual Teamwork Model in Online Higher Education: Why and How?

    Springer Proceedings in Complexity

  2. An Evaluation of Virtual Teamwork Model in Online Higher Education

    Springer Proceedings in Complexity

  3. Key Factors that Boost the Effectiveness of Virtual Teamwork in Online Higher Education

    Springer Proceedings in Complexity

2019

  1. Effective virtual teamwork development in higher education: A systematic literature review

    EDULEARN19 Proceedings: 11th International Conference on Education and New Learning Technologies (July 1st-3rd, 2019, Palma, Spain)