Publications

2024

  • Fault prognosis of wind turbines using multimodal machine learning
    Authors: Khan, Prince Waqas; Byun, Yung Cheol
    Journal: Energy Reports
     
                    @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}
                    }
       
  • Recent advances and applications of machine learning in the variable renewable energy sector
    Authors: Chatterjee, Subhajit; Khan, Prince Waqas; Byun, Yung-Cheol
    Journal: Energy Reports
     
                    @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}
                    }
       
  • Evaluating the Use of Blockchain-Enabled Federated Learning for Smart Manufacturing: A Bibliometric Review
    Authors: Khan, Prince Waqas; Abbas, Khizar; Wuest, Thorsten
    Conference: IFIP International Conference on Advances in Production Management Systems
     
                    @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}
                    }
       
  • Detecting Anomalies using PCA-Kmeans and Ensembled Classifier for Wind Turbine
    Authors: Khan, Prince Waqas; Byun, Yung Cheol
    Journal: IEEE Open Access Journal of Power and Energy
     
                    @article{khan2024detecting,
                      title={Detecting Anomaly Classification 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}
                    }
       

2023

2022

  • Optimal Photovoltaic Panel Direction; Tilt Angle Prediction Using Stacking Ensemble Learning
    Authors: Khan, Prince Waqas; Byun, Yung-Cheol; Lee, Sang-Joon
    Journal: Frontiers in Energy Research
     
        @article{khan2022optimal,
            title={Optimal photovoltaic panel direction; tilt angle prediction using stacking ensemble learning},
            author={Khan, Prince Waqas; Byun, Yung-Cheol; Lee, Sang-Joon},
            journal={Frontiers in Energy Research},
            volume={10},
            pages={865413},
            year={2022},
            publisher={Frontiers}
          }
       
  • Electric Kickboard Demand Prediction in Spatiotemporal Dimension Using Clustering-Aided Bagging Regressor
    Authors: Khan, Prince Waqas; Park, Se-Joon; Lee, Sang-Joon; Byun, Yung-Cheol
    Journal: Journal of Advanced Transportation
     
        @article{khan2022electric,
            title={Electric kickboard demand prediction in spatiotemporal dimension using clustering-aided bagging regressor},
            author={Khan, Prince Waqas; Park, Se-Joon; Lee, Sang-Joon; Byun, Yung-Cheol},
            journal={Journal of Advanced Transportation},
            volume={2022},
            year={2022},
            publisher={Hindawi}
          }
       
  • Multi-Fault Detection; Classification of Wind Turbines Using Stacking Classifier
    Authors: Waqas Khan, Prince; Byun, Yung-Cheol
    Journal: Sensors
     
        @article{waqas2022multi,
            title={Multi-fault detection; classification of wind turbines using stacking classifier},
            author={Waqas Khan, Prince; Byun, Yung-Cheol},
            journal={Sensors},
            volume={22},
            number={18},
            pages={6955},
            year={2022},
            publisher={MDPI}
          }
       
  • Efficient Fake News Detection Mechanism Using Enhanced Deep Learning Model
    Authors: Ahmad, Tahir; Faisal, Muhammad Shahzad Rizwan, Atif; Alkanhel, Reem; Khan, Prince Waqas; Muthanna, Ammar
    Journal: Applied Sciences
     
        @article{ahmad2022efficient,
            title={Efficient fake news detection mechanism using enhanced deep learning model},
            author={Ahmad, Tahir; Faisal, Muhammad Shahzad; Rizwan, Atif; Alkanhel, Reem; Khan, Prince Waqas; Muthanna, Ammar},
            journal={Applied Sciences},
            volume={12},
            number={3},
            pages={1743},
            year={2022},
            publisher={MDPI}
          }
       

2021

2020

  • A Blockchain-Based Secure Image Encryption Scheme for the Industrial Internet of Things
    Authors: Khan, Prince Waqas; Byun, Yungcheol
    Journal: Entropy
     
        @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}
          }
       
  • A Data Verification System for CCTV Surveillance Cameras Using Blockchain Technology in Smart Cities
    Authors: Khan, Prince Waqas; Byun, Yung-Cheol; Park, Namje
    Journal: Electronics
     
        @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}
          }
       
  • IoT-Blockchain Enabled Optimized Provenance System for Food Industry 4.0 Using Advanced Deep Learning
    Authors: Khan, Prince Waqas; Byun, Yung-Cheol; Park, Namje
    Journal: Sensors
     
        @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}
          }
       
  • Machine Learning Based Hybrid System for Imputation; Efficient Energy Demand Forecasting
    Authors: Khan, Prince Waqas; Byun, Yung-Cheol; Lee, Sang-Joon; Park, Namje
    Journal: Energies
     
        @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}
          }
       
  • Smart contract centric inference engine for intelligent electric vehicle transportation system
    Authors: Khan, Prince Waqas; Byun, Yung-Cheol
    Journal: Sensors
     
        @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}
          }
       
  • Machine learning-based approach to predict energy consumption of renewable; nonrenewable power sources
    Authors: Khan, Prince Waqas; Byun, Yung-Cheol; Lee, Sang-Joon; Kang, Dong-Ho; Kang, Jin-Young; Park, Hae-Su
    Journal: Energies
     
        @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={MDPI}
          }
       
  • Genetic algorithm based optimized feature engineering; hybrid machine learning for effective energy consumption prediction
    Authors: Khan, Prince Waqas; Byun, Yung-Cheol
    Journal: IEEE Access
     
        @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}
          }
       
  • Clifford Geometric Algebra-Based Approach for 3D Modeling of Agricultural Images Acquired by UAVs
    Authors: Khan, Prince Waqas; Byun, Yung-Cheol; Latif, Muhammad Ahsan
    Journal: IEEE Access
     
        @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}
          }
       
  • Energy efficient computation offloading mechanism in multi-server mobile edge computing—an integer linear optimization approach
    Authors: Khan, Prince Waqas; Abbas, Khizar; Shaiba, Hadil; Muthanna, Ammar; Abuarqoub, Abdelrahman; Khayyat, Mashael
    Journal: Electronics
     
        @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}
          }
       
  • Performance Enhancement through Communication Offloading for Energy Efficiency on Mobile Cloud Computation
    Authors: Adil, NOSHARWHAN; Khan, PRINCE WAQAS; Byun, YUNG-CHEOL
    Journal: IJSTR
     
        @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}
          }
       

2019

  • Improvement of the DPoS consensus mechanism in Blockchain based on vague sets
    Authors: Xu, Guangxia; Liu, Yong; Khan, Prince Waqas
    Journal: Journal: IEEE Transactions on Industrial Informatics
     
        @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}
          }
       
  • UAV's agricultural image segmentation predicated by Clifford geometric algebra
    Authors: Khan, Prince Waqas; Xu, Guangxia; Latif, Muhammad Ahsan; Abbas, Khizar; Yasin, Ammara
    Journal: IEEE Acces
     
        @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}
          }