Publications

@article{hazra2025evaluating,
  title={Evaluating Hallucination and Diagnostic Reliability of LLMs on Medical Image-Based Multiple Choice Tasks},
  author={Hazra, Debapriya and Mukherjee, Shayani and Kumar, Suman and Chatterjee, Subhajit and Khan, Prince Waqas and Abbas, Khizar},
  journal={IEEE Journal of Biomedical and Health Informatics},
  year={2025},
  publisher={IEEE}
}

@article{khan2024Faultprognosis,
  title={Fault prognosis of wind turbines using multimodal machine learning},
  author={Khan, Prince Waqas and Byun, Yung-Cheol},
  journal={Energy Reports},
  volume={12},
  pages={4938--4952},
  year={2024},
  publisher={Elsevier}
}

@article{chatterjee2024recent,
  title={Recent advances and applications of machine learning in the variable renewable energy sector},
  author={Chatterjee, Subhajit and Khan, Prince Waqas and Byun, Yung-Cheol},
  journal={Energy Reports},
  volume={12},
  pages={5044--5065},
  year={2024},
  publisher={Elsevier}
}

@inproceedings{khan2024evaluating,
  title={Evaluating the Use of Blockchain-Enabled Federated Learning for Smart Manufacturing: A Bibliometric Review},
  author={Khan, Prince Waqas and Abbas, Khizar and Wuest, Thorsten},
  booktitle={IFIP International Conference on Advances in Production Management Systems},
  pages={279--293},
  year={2024},
  organization={Springer}
}

@article{khan2024detecting,
  title={Detecting Anomalies using PCA-Kmeans and Ensembled Classifier for Wind Turbine},
  author={Khan, Prince Waqas and Byun, Yung-Cheol},
  journal={IEEE Open Access Journal of Power and Energy},
  year={2024},
  publisher={IEEE}
}

@article{khan2023fault,
  title={Fault detection of wind turbines using SCADA data and genetic algorithm-based ensemble learning},
  author={Khan, Prince Waqas and Yeun, Chan Yeob and Byun, Yung Cheol},
  journal={Engineering Failure Analysis},
  volume={148},
  pages={107209},
  year={2023},
  publisher={Elsevier}
}

@inproceedings{khan2023towards,
  title={Towards Industry 5.0: Empowering SMEs with Blockchain-Based Supplier Collaboration Network},
  author={Khan, Prince Waqas and Bareche, Imene and Wuest, Thorsten},
  booktitle={IFIP International Conference on Advances in Production Management Systems},
  pages={730--744},
  year={2023},
  organization={Springer}
}

@article{khan2023stacking,
  title={A stacking ensemble classifier-based machine learning model for classifying pollution sources on photovoltaic panels},
  author={Khan, Prince Waqas and Byun, Yung Cheol and Jeong, Ok-Ran},
  journal={Scientific Reports},
  volume={13},
  number={1},
  pages={10256},
  year={2023},
  publisher={Nature Publishing Group UK London}
}

@article{khan2023review,
  title={A Review of machine learning techniques for wind turbine's fault detection, diagnosis, and prognosis},
  author={Khan, Prince Waqas and Byun, Yung-Cheol},
  journal={International Journal of Green Energy},
  pages={1--16},
  year={2023},
  publisher={Taylor \& Francis}
}

@article{khan2023optimized,
  title={Optimized Dissolved Oxygen Prediction Using Genetic Algorithm and Bagging Ensemble Learning for Smart Fish Farm},
  author={Khan, Prince Waqas and Byun, Yung Cheol},
  journal={IEEE Sensors Journal},
  year={2023},
  publisher={IEEE}
}

@article{khan2022optimal,
  title={Optimal Photovoltaic Panel Direction and Tilt Angle Prediction Using Stacking Ensemble Learning},
  author={Khan, Prince Waqas and Byun, Yung-Cheol and Lee, Sang-Joon},
  journal={Frontiers in Energy Research},
  volume={10},
  pages={865413},
  year={2022},
  publisher={Frontiers}
}

@article{khan2022electric,
  title={Electric kickboard demand prediction in spatiotemporal dimension using clustering-aided bagging regressor},
  author={Khan, Prince Waqas and Park, Se-Joon and Lee, Sang-Joon and Byun, Yung-Cheol},
  journal={Journal of Advanced Transportation},
  volume={2022},
  year={2022},
  publisher={Hindawi}
}

@article{waqas2022multi,
  title={Multi-fault detection and classification of wind turbines using stacking classifier},
  author={Waqas Khan, Prince and Byun, Yung-Cheol},
  journal={Sensors},
  volume={22},
  number={18},
  pages={6955},
  year={2022},
  publisher={MDPI}
}

@article{ahmad2022efficient,
  title={Efficient fake news detection mechanism using enhanced deep learning model},
  author={Ahmad, Tahir and Faisal, Muhammad Shahzad and Rizwan, Atif and Alkanhel, Reem and Khan, Prince Waqas and Muthanna, Ammar},
  journal={Applied Sciences},
  volume={12},
  number={3},
  pages={1743},
  year={2022},
  publisher={MDPI}
}

@article{khan2021blockchain,
  title={Blockchain-based peer-to-peer energy trading; charging payment system for electric vehicles},
  author={Khan, Prince Waqas; Byun, Yung-Cheol},
  journal={Sustainability},
  volume={13},
  number={14},
  pages={7962},
  year={2021},
  publisher={MDPI}
}

@article{khan2021adaptive,
  title={Adaptive Error Curve Learning Ensemble Model for Improving Energy Consumption Forecasting.},
  author={Khan, Prince Waqas; Byun, Yung-Cheol},
  journal={Computers, Materials \& Continua},
  volume={69},
  number={2},
  year={2021}
}

@article{khan2021influencing,
  title={Influencing factors evaluation of machine learning-based energy consumption prediction},
  author={Khan, Prince Waqas; Kim, Yongjun; Byun, Yung-Cheol; Lee, Sang-Joon},
  journal={Energies},
  volume={14},
  number={21},
  pages={7167},
  year={2021},
  publisher={MDPI}
}

@inproceedings{khan2021analysis,
  title={Analysis of factors affecting machine learning-based energy prediction},
  author={Khan, Prince Waqas; Byun, Yung-Cheol},
  booktitle={Proceedings of KIIT Conference},
  pages={33--35},
  year={2021}
}

@incollection{khan2021secure,
  title={Secure transactions management using blockchain as a service software for the internet of things},
  author={Khan, Prince Waqas; Byun, Yung-Cheol},
  booktitle={Software Engineering in IoT, Big Data, Cloud; Mobile Computing},
  pages={117--128},
  year={2021},
  publisher={Springer}
}

@article{khan2020blockchain,
  title={A blockchain-based secure image encryption scheme for the industrial Internet of Things},
  author={Khan, Prince Waqas; Byun, Yungcheol},
  journal={Entropy},
  volume={22},
  number={2},
  pages={175},
  year={2020},
  publisher={MDPI}
}

@article{khan2020data,
  title={A data verification system for CCTV surveillance cameras using blockchain technology in smart cities},
  author={Khan, Prince Waqas; Byun, Yung-Cheol; Park, Namje},
  journal={Electronics},
  volume={9},
  number={3},
  pages={484},
  year={2020},
  publisher={MDPI}
}

@article{khan2020iot,
  title={IoT-blockchain enabled optimized provenance system for food industry 4.0 using advanced deep learning},
  author={Khan, Prince Waqas; Byun, Yung-Cheol; Park, Namje},
  journal={Sensors},
  volume={20},
  number={10},
  pages={2990},
  year={2020},
  publisher={MDPI}
}

@article{khan2020machine,
  title={Machine learning based hybrid system for imputation; efficient energy demand forecasting},
  author={Khan, Prince Waqas; Byun, Yung-Cheol; Lee, Sang-Joon; Park, Namje},
  journal={Energies},
  volume={13},
  number={11},
  pages={2681},
  year={2020},
  publisher={MDPI}
}

@article{khan2020smart,
  title={Smart contract centric inference engine for intelligent electric vehicle transportation system},
  author={Khan, Prince Waqas; Byun, Yung-Cheol},
  journal={Sensors},
  volume={20},
  number={15},
  pages={4252},
  year={2020},
  publisher={MDPI}
}

@article{khan2020machine,
  title={Machine learning-based approach to predict energy consumption of renewable; nonrenewable power sources},
  author={Khan, Prince Waqas; Byun, Yung-Cheol; Lee, Sang-Joon; Kang, Dong-Ho; Kang, Jin-Young; Park, Hae-Su},
  journal={Energies},
  volume={13},
  number={18},
  pages={4870},
  year={2020},
  publisher={IEEE}
}

@article{khan2020genetic,
  title={Genetic algorithm based optimized feature engineering; hybrid machine learning for effective energy consumption prediction},
  author={Khan, Prince Waqas; Byun, Yung-Cheol},
  journal={Ieee Access},
  volume={8},
  pages={196274--196286},
  year={2020},
  publisher={IEEE}
}

@article{khan2020clifford,
  title={Clifford geometric algebra-based approach for 3D modeling of agricultural images acquired by UAVs},
  author={Khan, Prince Waqas; Byun, Yung-Cheol; Latif, Muhammad Ahsan},
  journal={IEEE Access},
  volume={8},
  pages={226297--226308},
  year={2020},
  publisher={IEEE}
}

@article{khan2020energy,
  title={Energy efficient computation offloading mechanism in multi-server mobile edge computing—An integer linear optimization approach},
  author={Khan, Prince Waqas; Abbas, Khizar; Shaiba, Hadil; Muthanna, Ammar; Abuarqoub, Abdelrahman; Khayyat, Mashael},
  journal={Electronics},
  volume={9},
  number={6},
  pages={1010},
  year={2020},
  publisher={MDPI}
}

@article{adil2020performance,
  title={Performance Enhancement through Communication Offloading for Energy Efficiency on Mobile Cloud Computation},
  author={Adil, NOSHARWHAN; Khan, PRINCE WAQAS; Byun, YUNG-CHEOL},
  journal={Int. J. Sci. Technol. Res},
  volume={9},
  pages={186--194},
  year={2020}
}

@article{xu2019improvement,
  title={Improvement of the DPoS consensus mechanism in blockchain based on vague sets},
  author={Xu, Guangxia; Liu, Yong; Khan, Prince Waqas},
  journal={IEEE Transactions on Industrial Informatics},
  volume={16},
  number={6},
  pages={4252--4259},
  year={2019},
  publisher={IEEE}
}

@article{khan2019uav,
  title={UAV’s agricultural image segmentation predicated by clifford geometric algebra},
  author={Khan, Prince Waqas; Xu, Guangxia; Latif, Muhammad Ahsan; Abbas, Khizar; Yasin, Ammara},
  journal={Ieee Access},
  volume={7},
  pages={38442--38450},
  year={2019},
  publisher={IEEE}
}