Assistant Professor
Farzana Akter is an Assistant Professor in the Department of Electronics & Telecommunication Engineering (ETE) at Rajshahi University of Engineering & Technology (RUET), where she has been serving since 2019. She completed her B.Sc and M.Sc degrees from the same department, graduating in 2018 and 2022, respectively. Her research focuses on nonlinear control theory, renewable energy systems, and machine learning. As a project director under the DRE grant at RUET, she contributes to advancing sustainable energy solutions through innovative control techniques. Farzana integrates machine learning algorithms to enhance system efficiency and performance in engineering applications. She has published several research papers and presented her work at various conferences. Her dedication to academic excellence and applied research continues to shape her impactful career in engineering and technology.
Electronics & Telecommunication Engineering
Rajshahi University of Engineering & Technology
Electronics & Telecommunication Engineering
Rajshahi University of Engineering & Technology
Rajshahi University of Engineering & Technology
Rajshahi University of Engineering & Technology
Feni Girls' Cadet College (FGCC)
Feni Girls' Cadet College (FGCC)
| SL | Authors | Title | Publisher Details | Publication Year | Type |
| 1 | Al Amin Islam Hridoy, AKM Bahalul Haque, Farzana Akter | Chapter 1: Smart Farming: An IoT-Enhanced and Interpretable Optimal Crop Selection Technique Based on Soil and Environmental Data | CRC Press | 2025 | Book Chapter |
| 2 | Md. Muhaiminul Islam; Md. Rakib Hossain; Farzana Akter; Bhakti Kusum Barman; Shuvo Malakar | The Design and Implementation of AI Based Smart Notice Board Using Advanced Machine Learning and Image Processing Techniques | IEEE | 2024 | Conference |
| 3 | Jannatul Ferdaues; Md. Muhaiminul Islam; Md. Rakib Hossain; Farzana Akter; S.M. Mahedy Hasan; Md. Farukuzzaman Faruk | The Design and Analysis of 5G mmWave Backhaul Communication Channels with Human Obstruction and Blockage Considerations | IEEE | 2024 | Conference |
| 4 | Bishal Audhya; Sham Datto; Md. Faruk Hossain; Md. Rakib Hossain; Farzana Akter; Rakibul Fahim | Development and Optimization of CZTS-Based Perovskite Solar Cells with Novel TCO and HTL Materials Using Scaps 1D: A Comprehensive Study on Enhancing Photovoltaic Performance and Stability | IEEE | 2024 | Conference |
| 5 | Umme Rukaiya; Farzana Akter; Aslam Mollah; Rakib Hossain | Advancements in Nanostructure Engineering: A Wheel-Shaped High-Sensitivity Surface Plasmon Resonance Refractive Index Sensor for Enhanced Analyte Detection and Sensing Applications | IEEE | 2024 | Conference |
| 6 | Asmah Siddiqa; Farzana Akter; Aslam Mollah | Innovative Design and Optimization of a Highly Sensitive PCF-Based Surface Plasmon Resonance Refractive Index Sensor for Enhanced Analyte Detection and Sensing Applications, | IEEE | 2024 | Conference |
| 7 | Md. Musab Us Saber Shakin, Md. Minhazul Islam, Md. Rakib Hossain, S. M. Mahedy Hasan, Farzana Akter, Shykul Islam Siam, Azmain Yakin Srizon, Dr Md Faruk Hossain | Synergizing GAN and Customized Neural Network for Enhanced Brain Stroke Prediction: A Web-based Implementation | IEEE | 2024 | Conference |
| 8 | Md. Minhazul Islam, Md. Rakib Hossain, Md. Musab Us Saber Shakin, S. M. Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, Dr Md Faruk Hossain | Enhanced Knee Osteoarthritis Classification using a Modified EfficientNetB5 Architecture with Self-Attention Mechanism | IEEE | 2024 | Conference |
| 9 | Al Amin Islam Ridoy, Farzana Akter, Md. Rakib Hossain, Azmain Yakin Srizon, Md. Minhazul Islam, Dr. Md. Faruk Hossain | MelaNet50: An Image Enhancement and Explainable Deep Learning Approach for Skin Lesion Classification | IEEE | 2024 | Conference |
| 10 | Md. Muhaiminul Islam, Md. Rakib Hossain, Farzana Akter, Dr Md Faruk Hossain, Sham Datto | Smart Waste Management Robot: Integrating IoT, Artificial Intelligence, SLAM, and CNN-Based Advanced Image Processing for Real-Time Trash Collection and Categorization | IEEE | 2024 | Conference |
| 11 | Md. Musab Us Saber Shakin; Farzana Akter; S. M. Mahedy Hasan; Md. Rakib Hossain; Azmain Yakin Srizon; Rifatul Islam | Squeeze and Excitation Attention Meets Modified EfficientNetB0 Architecture: Multi-Class Brain Tumor Classification Using Explainable Artifical Intelligence | IEEE | 2023 | Conference |
| 12 | Shahriar Emon; Md. Rakib Hossain; S. M. Mahedy Hasan; Azmain Yakin Srizon; Farzana Akter; Md. Farukuzzaman Faruk | Prediction of Medical Insurance Costs: A SHAP-Enhanced Predictive Analysis for Transparency and Interpretability | IEEE | 2023 | Conference |
| 13 | Zannatul Ferdusi; Farzana Akter; Ahamad Sazzad Jewel; Md. Al. Tanzil; S. M. Mahedy Hasan; Md. Rakib Hossain | Designing a Backstepping Integral Terminal Sliding Mode Controller for PEMFC System Employing a DC-DC Boost Converter | IEEE | 2023 | Conference |
| 14 | M.A. Hadee; Farzana Akter; Md. Rakib Hossain; S. M. Mahedy Hasan; Sheikh Shraboni Akter; Sham Datto | LQR Based Current Controller for Improved Power Quality of Grid-Tied PV Systems | IEEE | 2023 | Conference |
| 15 | Sheikh Shraboni Akter; Md. Rakib Hossain; S. M. Mahedy Hasan; Farzana Akter; Azmain Yakin Srizon; Md. Farukuzzaman Faruk | Decoding Smart Grid Equilibrium: Insights from Machine Learning Models | IEEE | 2023 | Conference |
| 16 | Sheikh Shraboni Akter; Md. Rakib Hossain; S. M. Mahedy Hasan; Farzana Akter; Azmain Yakin Srizon; Md. Farukuzzaman Faruk | Decoding Smart Grid Equilibrium: Insights from Machine Learning Models | IEEE | 2023 | Conference |
| 17 | Md. Muhaiminul Islam; Farzana Akter; Md. Rakib Hossain; Md. Faruk Hossain; S. M. Mahedy Hasan; Md. Azmain Yakin Srizon | An Advanced IoT and GPS-GSM Based Real-Time Automated Data Monitoring Robot with Image Processing and Live Streaming for Human Life and Land Mine Detection Systems | IEEE | 2023 | Conference |
| 18 | Md. Muhaiminul Islam; Md. Rakib Hossain; Farzana Akter | Enhancing Regenerative Braking Efficiency in Electric Vehicles: An Advanced Fuzzy Logic-Based Control Strategy | 9th International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE), Kerala, India. | 2023 | Conference |
| 19 | Muntaha Karim; Farzana Akter; Md. Rakib Hossain; S.M. Mahedy Hasan; Sham Datto | An Artificial Intelligent System for Driving Content Engagement in Video Sharing Platform | IEEE | 2023 | Conference |
| 20 | Farzana Akter; S. M. Shakib-Ul-Shadat; Md. Rakib Hossain; S. M. Mahedy Hasan; Sham Datto | The Usage of a Fast Power Switching Law in the Design of a Global Integral Terminal Sliding Mode Controller for Step up Converter in Application of Fuel Cell | IEEE | 2023 | Conference |
| 21 | Farjana Islam; Md. Farukuzzaman Faruk; S. M. Mahedy Hasan; Farzana Akter; Azmain Yakin Srizon; Md. Rakib Hossain | An Investigation of Hyperparameters Optimization and Feature Reduction Techniques: Predicting Airline Passenger Satisfaction Using Machine Learning Models | IEEE | 2023 | Conference |
| 22 | Rifatul Islam; Md. Rakib Hossain; S. M. Mahedy Hasan; Azmain Yakin Srizon; Farzana Akter; Md. Minhazul Islam | Enhanced Brain Tumor Classification using Squeeze and Excitation Attention-Guided Modified EfficientNetB2 Architecture | IEEE | 2023 | Conference |
| 23 | Md. Minhazul Islam; S. M. Mahedy Hasan; Md. Rakib Hossain; Azmain Yakin Srizon; Farzana Akter; Md. Farukuzzaman Faruk | Channel Attention-Guided Lightweight CNN Meets Extreme Learning Machine: Multi-Class Crop Leaf Disease Classification with Explainable AI | IEEE | 2023 | Conference |
| 24 | Anindya Basak; Farzana Akter; Md. Rakib Hossain; Azmain Yakin Srizon; S. M. Mahedy Hasan; Md. Farukuzzaman Faruk | A Novel CNN-BiLSTM Fusion Model for Robust Age Estimation from Facial Images | IEEE | 2023 | Conference |
| 25 | Shadman Sakib; Md. Rakib Hossain; S. M. Mahedy Hasan; Farzana Akter; Azmain Yakin Srizon; Md. Farukuzzaman Faruk | Predictive Analytics in Agriculture: Unraveling the Determinants of Crop Yield with Machine Learning | IEEE | 2023 | Conference |
| 26 | Md. Hedayatul Islam; Md. Rakib Hossain; Farzana Akter; Azmain Yakin Srizon; S. M. Mahedy Hasan; Md. Farukuzzaman Faruk | Enhanced Brain Tumor Segmentation: A Study on the Efficacy of Multi-Model Ensembling Utilizing Diverse Backbones | IEEE | 2023 | Conference |
| 27 | M. A. Rahman, M. R. Hossain, and F. Akter | Design and Analysis of a Computer Generated Holographic Barcode System Using Advanced Fresnel Algorithm, | International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD) | 2023 | Conference |
| 28 | Md. Shakib Hossain Dept. of Electronics & Telecommunication Engineering, Rajshahi University of Engineering & Technology (RUET), Rajshahi, Bangladesh ; Md. Rakib Hossain; S. M. Mahedy Hasan; Farzana Akter; Azmain Yakin Srizon; Md. Farukuzzaman Faruk | Leveraging AI-Driven Strategies to Mitigate Employee Turnover in Commercial Industries | IEEE | 2023 | Conference |
| 29 | Farzana Akter, Tushar Kanti Roy, Md Shofiqul Islam, Abdulhameed Fouad Alkhateeb, Md Aslam Mollah | Design of a nonlinear integral terminal sliding mode controller for a pem fuel cell based on a dc-dc boost converter | IEEE | 2022 | Journal |
| 30 | F. Akter, T. K. Roy | Design of a Robust Integral Sliding Mode Controller Using the Continuous Function-Based Fast Power Reaching Law for DC-DC Boost Converters in Fuel Cells Applications. | 2021 International Conference on Power, Electrical, Electronic and Industrial Applications, 2021/12. | 2021 | Conference |
| 31 | T. K. Roy, F. Akter, S. K. Ghosh, M. A. H. Pramanik. | Design of a Fast Power Reaching Law-Based Integral Robust Backstepping Sliding Mode Controller for Grid-Tied PV Systems. | IEEE 6th International Conference on the Developments in Renewable Energy Technology, 2021/12. | 2021 | Conference |
| 32 | F. Akter, M. R. Hossain, M. A. Haque. | The Development of a Communication System for Enhanced Security in Computer Generated Hologram by Using Fresnel Algorithm. | 2021 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), 2021/12. | 2021 | Conference |
| 33 | Hossain, M. R., A. Haque, O. Mojumder, and F. Akter | A Novel Implementation of Computer Generated Hologram for Highly Secured Communication Using Gerchberg-Saxton (GS) Algorithm. | 2020 IEEE Region 10 Symposium (TENSYMP), pp. 1286-1289. IEEE, 2020. | 2020 | Conference |
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