Ashfia Jannat Keya
Lecturer — Department of Computer Science & Engineering
Ashfia Jannat Keya
Lecturer - Department of Computer Science & Engineering
Email: ashfiaj@bubt.edu.bd
Blood Group: B+
Professional Summary
As an accomplished lecturer in the Department of Computer Science and Engineering with a proven track record of contributing to the field of Machine Learning through publications, my career objective is to continue advancing my expertise and impact in academia and research. I am committed to fostering a dynamic learning environment, conducting cutting-edge research, and mentoring the next generation of computer scientists. By continuously pushing the boundaries of knowledge in Machine Learning and its applications, I aspire to make significant contributions to both my institution and the broader scientific community. My goal is to be recognized as a leading expert in the field while actively shaping the future of computer science education and research.
Education
Secondary School Certificate (SSC)
Major: Science
Institute: Dhaka
Passing Year: 2014
Higher Secondary Certificate (HSC)
Major: Science
Institute: Dhaka
Passing Year: 2016
Bachelor of Science in Engineering (B.Sc. Engr)
Major: Computer Science & Engineering
Institute: Bangladesh University of Business and Technology
Passing Year: 2021
Master of Science (MSc)
Major: Computer Science and Engineering
Institute: Military Institute of Science and Technology
Passing Year: 0
Academic Experience
| Institute | Department | Position | Year |
|---|---|---|---|
| Bangladesh University of Business and Technology | Computer Science and Engineering | Lecturer | 18 Jan 2022 - Till Date |
Professional Experience
| Institute | Department | Position | Year |
|---|---|---|---|
| Bangladesh University of Business and Technology | Computer Science and Engineering | Research Assistant | 01 Jun 2021 - 31 Aug 2022 |
Journal Papers
M. F. Mridha, Ashfia Jannat Keya, Md. Abdul Hamid, Muhammad Mostafa Monowar, MD. Saifur Rahman, "A Comprehensive Review on Fake News Detection With Deep Learning, " In: IEEE Access, 9 156151 (2021-01-01) .
M. F. Mridha, Md. Abdul Hamid, Muhammad Mostafa Monowar, Ashfia Jannat Keya, Abu Quwsar Ohi, Md. Rashedul Islam and Jong-Myon Kim, "A Comprehensive Survey on Deep-Learning-Based Breast Cancer Diagnosis, " In: cancers, 13(23), 6116 (2021-01-01) .
Ashfia Jannat Keya, Md. Anwar Hussen Wadud, M. F. Mridha, Mohammed Alatiyyah, Mohammed Alatiyyah, "AugFake-BERT: Handling Imbalance through Augmentation of Fake News Using BERT to Enhance the Performance of Fake News Classification, " In: Applied Sciences, 12(17), 8398 (2022-01-01) .
Md. Mohsin Kabir, Nusrat Jahan Shammey, M. F. Mridha, Md. Rashedul Islam, Yutaka Watanobe., "G-BERT: An Efficient Method for Identifying Hate Speech in Bengali Texts on Social Media, " In: IEEE Access, 11 79697 - 79 (2023-01-01) .
Ashfia Jannat Keya, Sayefa Arafah Arpona, Md Mohsin Kabir, M. Firoz Mridha., "Recurrent ALBERT for recommendation: A hybrid architecture for accurate and lightweight restaurant recommendations, " In: Cognitive Computation and Systems, (2023-01-01) .
Ashfia Jannat Keya, Hasibul Hossain Shajeeb, Md Saifur Rahman, M. F. Mridha, "FakeStack: Hierarchical Tri-BERT-CNN-LSTM stacked model for effective fake news detection, " In: PLOS ONE, (2023-01-01) .
Khan Md Hasib, Usman Naseem, Ashfia Jannat Keya, Shithi Maitra, Kamruzzaman Mithu & Md. Golam Rabiul Alam, "Systematic Literature Review on Sentiment Analysis in Airline Industry, " In: SN Computer Science, 6 (2024-01-01) .
Sabiha Firdaus, Md Nahid Hasan, Ashfia Jannat Keya, Md Mohsin Kabir, MF Mridha, "Can Machine Learning Help Identify Suicidal Tweets? An Ensemble Classifier Approach, " In: Data Driven Applications for Industry 4.0 and Beyond, (2025-01-01) .
Nourin Khandaker; Ashfia Jannat Keya; Md. Jahid Hasan; Md. Mahfujul Alam; Muhammad Nazrul Islam, "Evaluating Usability of AI Based Voice Assistant Apps: A Study on Siri and Bixby, " In: 2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), (2025-01-01) . 10.1109/QPAIN66474.2025.11172252
Ashfia Jannat Keya, Nourin Khandaker, Md Jahid Hasan, Hosney Jahan, M Akhtaruzzaman, "Leveraging CatBoost and XAI for Enhanced Software Defect Prediction, " In: 2024 27th International Conference on Computer and Information Technology (ICCIT), (2024-01-01) . 10.1109/ICCIT64611.2024.11021971
Nourin Khandaker; Ashfia Jannat Keya; Fernaz Narin Nur, "Federated Learning-Based IoT Intrusion Detection Using Multi-Objective Client Selection with Attention-Enhanced CNN, " In: 2025 28th International Conference on Computer and Information Technology (ICCIT), (2025-01-01) . https://doi.org/10.1109/ICCIT68739.2025.11490230
Ashfia Jannat Keya; Nourin Khandaker; Muhammad Nazrul Islam, "Hate Speech Classification using Hybrid Deep Learning Framework and Explainable AI, " In: 2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN), (2026-01-01) . https://doi.org/10.1109/QPAIN69676.2026.11546036
Conference Papers
Dr. Saifur Rahman, Dr. Poompat Saengudomlert, Dr. Celia Shahnaz, Dr. Bikash Pal?, Dr. Khondkar Karim, CPA?, Dr. Biplab Sikdar?, Dr. Engr. Ayub Nabi K, "Fake News Detection Based on Deep Learning", In: Proceedings of the
International Conference on Science and Contemporary Technologies (ICSCT) 2021, BUBT Campus, Dhaka, Bangladesh
, 2021-08-05 2021-08-07,
Dr. Saifur Rahman, Dr. Poompat Saengudomlert, Dr. Celia Shahnaz, Dr. Bikash Pal?, Dr. Khondkar Karim, CPA?, Dr. Biplab Sikdar?, Dr. Engr. Ayub Nabi K, "Fake News Detection Based on Deep Learning", In: Proceedings of the
International Conference on Science and Contemporary Technologies (ICSCT) 2021, BUBT Campus, Dhaka, Bangladesh
, 2021-08-05 2021-08-07,
Muhammad H Rashid, Yasushi Makihara, D.Eng., Anton Nijholt, Chanchal K. Roy, Ph. D, Dr. Karl Andersson Professor, Björn W. Schuller, Dr. M. Moshiul, "Can Machine Learning Help Identify Suicidal Tweets An Ensemble Classifier Approach", In: Proceedings of the
2nd International Conference on Big Data, IoT, and Machine Learning (BIM 2023), Daffodil Smart City
, 1900-01-01 1900-01-01,
Muhammad H Rashid, Yasushi Makihara, D.Eng., Anton Nijholt, Chanchal K. Roy, Ph. D, Dr. Karl Andersson Professor, Björn W. Schuller, Dr. M. Moshiul, "Can Machine Learning Help Identify Suicidal Tweets An Ensemble Classifier Approach", In: Proceedings of the
2nd International Conference on Big Data, IoT, and Machine Learning (BIM 2023), Daffodil Smart City
, 1900-01-01 1900-01-01,
, "Leveraging CatBoost and XAI for Enhanced Software Defect Prediction", In: Proceedings of the
2024 27TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY (ICCIT), COXS BAZAR, BANGLADESH
, 2024-12-20 2024-12-22,
, "Leveraging CatBoost and XAI for Enhanced Software Defect Prediction", In: Proceedings of the
2024 27TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY (ICCIT), COXS BAZAR, BANGLADESH
, 2024-12-20 2024-12-22,
AWARDS AND RESEARCH GRANTS
| Award Title | Organization | Award year | Awardee Position | Award Description |
|---|