Sabiha Firdaus
Assistant Professor — Department of Computer Science & Engineering
Sabiha Firdaus
Assistant Professor
Department of Computer Science & Engineering
Email: sabiha@bubt.edu.bd
Blood Group: B+
Professional Summary
Actively seek a position where my knowledge and skills will be utilized to achieve rewarding and beneficial results for the organization as well as myself with a vision to become potential personnel. I am willing to enhance my knowledge and experience.
Education
Secondary School Certificate (SSC)
Major: science
Institute: Dhaka
Passing Year: 2000
Higher Secondary Certificate (HSC)
Major: science
Institute: Dhaka
Passing Year: 2002
Bachelor of Science in Engineering (B.Sc. Engr)
Major: CSE
Institute: Manarat International University
Passing Year: 2008
Master of Science (MSc)
Major: CSE
Institute: East West University
Passing Year: 2011
Academic Experience
| Institute | Department | Position | Year |
|---|
Professional Experience
| Institute | Department | Position | Year |
|---|---|---|---|
| Bangladesh University of Business and Technology | CSE | Assistant Professor | 01 Jun 2016 - Till Date |
| Bangladesh University of Business and Technology | CSE | Lecturer | 07 Oct 2009 - 31 May 2016 |
Journal Papers
Md. Ashraf Uddin, "A Survey on Clustering Algorithm and Complexity Analysis, " In: International Journal of Computer Scientific Issues IJCSI, (2), 62 (2015-01-01) .
Md. Mahbubur Rahman,, "Graph Theoretic Approach for Data Mining, " In: International Journal of Scientific & Engineering Research IJSER, (6), 151 (2015-01-01) .
Kashfia Sailunaz, Ahmed Shoeb Al Hasan, "A Binary Tree Based Approach for Time Based Page Ranking in Search Engines, " In: Global Journal of Computer Science and Technology GJCST, (5), 5 (2015-01-01) .
Sabiha Firdaus, Md Nahid Hasan, Ashfia Jannat Keya, Md Mohsin Kabir, MF Mridha, "Can Machine Learning Help Identify Suicidal Tweets? An Ensemble Classifier Approach, " 1st Editio 140-156 (2025-01-01) . 10.1201/9781032648705-10
Jobayar Alom, Md Shafiq Ullah, MD Tanzimul Islam, Masuduzzaman Niloy, Rahomotul Islam, Sabiha Firdaus, "Adaptive Multi-Agent Reinforcement Learning for Intrusion Mitigation Aligned with Smart City, " In: International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), 1-6 (2025-01-01) . 10.1109/QPAIN66474.2025.11172093
Md Nahian Suhaimee, Farhan Shakil, Md Rifat Al Amin Khan, Md Omar Faruq, Sheikh Razia Sultana, Sabiha Firdaus, "Real-Time Incremental Transformer with Continual Learning for Adaptive Phishing Email Detection, " In: IEEE International Conference on Computing, Applications and Systems (ICCOMPAS), 1-6 (2025-01-01) . 10.1109/COMPAS67506.2025.11381774
Md Shujan Shak, Rahomotul Islam, Jannatul Maua, Sabiha Firdaus, Arifa Akter Eva, Anika Sayeema, "Multi-Modal Deep Learning for Stock Market Direction Prediction Using Time-Series Data, " In: International Conference on Computing, Applications and Systems (COMPAS), 1-6 (2025-01-01) . 10.1109/ICCAST64010.2025.11381846
Md Rifat Al Amin Khan, Md Omar Faruq, Md Nahian Suhaimee, Farhan Shakil, Sheikh Razia Sultana, Sabiha Firdaus, "AI-Driven Multimodal Sensor Fusion for Predictive Maintenance of Smart Grid Equipment Using Vibration and Thermal Data, " In: International Conference on Computing, Applications and Systems (COMPAS), 1-6 (2025-01-01) . 10.1109/COMPAS67506.2025.11381618
Nusrat Yasmin Nadia, Habibor Rahman Rabby, Md Habibul Arif, Md Iftekhar Monzur Tanvir, Mumtahina Ahmed, Sabiha Firdaus, "Scalable RNN-Based Transfer Learning for Patient Sentiment Monitoring in Telehealth Platforms, " In: International Conference on Computing, Applications and Systems (COMPAS), 1-6 (2025-01-01) . 10.1109/COMPAS67506.2025.11381638
Sirajum Munir Tamim, Ashif Ahmed Khan, Sabiha Firdaus, "A Blockchain System for a Decentralized and Safe Educational Record Archive, " In: Intelligent Networks and Systems, 350-361 (2025-01-01) . 10.1201/9781032659770
Mst Moushumi Khatun, Mohammad Shafat Ahsan, Md Al Amin, Arifa Akter Eva, Anika Sayeema, Sabiha Firdaus, "Self-Supervised Representation Learning for Human Activity Recognition Using Inertial Sensor Data, " In: International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), (2025-01-01) . 10.1109/QPAIN66474.2025.11171865
Md Al Amin, Mohammad Shafat Ahsan, Hashibul Ahsan Shoaib, Arifa Akter Eva, Anika Sayeema, Sabiha Firdaus, "Explainable Deep Malware Detection in IoT Devices Using CNN-BiLSTM, " In: International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), 1-6 (2025-01-01) . 10.1109/QPAIN66474.2025.11171620
Jobayar Alom, Md Shafiq Ullah, MD Tanzimul Islam, Masuduzzaman Niloy, Rahomotul Islam, Sabiha Firdaus, "FedGAT-ID: Federated Graph Attention Network with Client Drift-Aware Aggregation for Distributed Cyber Threat Detection, " In: International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), 1-6 (2025-01-01) . 10.1109/QPAIN66474.2025.11172169
AWARDS AND RESEARCH GRANTS
| Award Title | Organization | Award year | Awardee Position | Award Description |
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