NIKHIL KUMAR SINGH

Employment

• Gachon University Assistant Professor (Research)
  2024 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (25)

• Federated Learning Privacy-Preserving Approach for Consumer-Centric Multimodal Healthcare Data
  IEEE Transactions on Consumer Electronics 2026 DOI: 10.1109/TCE.2026.3668598
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• Deep Learning Model for Interpretability and Explainability of Aspect-Level Sentiment Analysis Based on Social Media
  IEEE Transactions on Computational Social Systems 2025 DOI: 10.1109/TCSS.2023.3347664
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• Federated Learning-Based Energy-Efficient Consumer-Centric Access Strategy for Cell-Free MIMO in 6G Wireless Networks
  IEEE Transactions on Consumer Electronics 2025 DOI: 10.1109/TCE.2024.3524328
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• Federated Learning-Based Secure Computing Mechanism for Consumer Internet of Vehicles-Based Transportation Cyber-Physical Systems
  IEEE Transactions on Consumer Electronics 2025 DOI: 10.1109/TCE.2025.3552830
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• Self-Attention Mechanism-Based Federated Learning Model for Cross Context Recommendation System
  IEEE Transactions on Consumer Electronics 2024 DOI: 10.1109/TCE.2023.3329753
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• RETRACTED: Multiencoder‐based federated intelligent deep learning model for brain tumor segmentation
  International Journal of Imaging Systems and Technology 2024 DOI: 10.1002/ima.22981
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• Optimizing Deep Learning Model Parameters Using Socially Implemented IoMT Systems for Diabetic Retinopathy Classification Problem
  IEEE Transactions on Computational Social Systems 2023 DOI: 10.1109/tcss.2022.3213369
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• Power system transient stability improvement with FACTS controllers using SSSC-based controller
  Sustainable Energy Technologies and Assessments 2022 DOI: 10.1016/j.seta.2022.102664
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• Optimized resource allocation and trust management schemes for non-orthogonal multiple access on the internet of vehicles
  Computers and Electrical Engineering 2022 DOI: 10.1016/j.compeleceng.2022.108184
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• IoT-Based Federated Learning Model for Hypertensive Retinopathy Lesions Classification
  IEEE Transactions on Computational Social Systems 2022 DOI: 10.1109/tcss.2022.3213507
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