Ankit Vijayvargiya

Employment

• Dhirubhai Ambani Institute of Information and Communication Technology Assistant Professor
  2025 - Present
• Dublin City University Postdoctoral Researcher
  2023 - 2025
• Swami Keshvanand Institute of Technology, Management & Gramothan Associate Professor
  2014 - 2025

Education

• Malaviya National Institute of Technology Jaipur Ph.D
  2018 - 2022

Projects & Funding

Projects & funding information is unavailable.

Publications (38)

• BAYES-GAIT: A Bayesian Deep Neural Network for Continuous Gait Reference Trajectory Generation Using an Enhanced Loss Function
  IEEE Access 2026 DOI: 10.1109/ACCESS.2026.3668233
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• Surface electromyography based explainable Artificial Intelligence fusion framework for feature selection of hand gesture recognition
  Engineering Applications of Artificial Intelligence 2024 DOI: 10.1016/j.engappai.2024.109119
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• S-WD-EEMD: A hybrid framework for imbalanced sEMG signal analysis in diagnosis of human knee abnormality
  PLOS ONE 2024 DOI: 10.1371/journal.pone.0301263
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• supDQN: Supervised Rewarding Strategy Driven Deep Q-Network for sEMG Signal Decontamination
  IEEE Access 2024 DOI: 10.1109/ACCESS.2024.3405572
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• PC-GNN: Pearson Correlation-Based Graph Neural Network for Recognition of Human Lower Limb Activity Using sEMG Signal
  IEEE Transactions on Human-Machine Systems 2023 DOI: 10.1109/thms.2023.3319356
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• A LIME-Based Explainable Machine Learning Technique for the Risk Prediction of Chronic Kidney Disease
  2023 International Conference on Computer, Electronics & Electrical Engineering & their Applications (IC2E3) 2023 DOI: 10.1109/ic2e357697.2023.10262425
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• sEMG-Based Classification of Finger Movement with Machine Learning
  2023 International Conference on Computer, Electronics & Electrical Engineering & their Applications (IC2E3) 2023 DOI: 10.1109/ic2e357697.2023.10262690
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• Analyzing the impact of activation functions on the performance of the data-driven gait model
  Results in Engineering 2023 DOI: 10.1016/j.rineng.2023.101029
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• sEMG-based deep learning framework for the automatic detection of knee abnormality
  Signal, Image and Video Processing 2023 DOI: 10.1007/s11760-022-02315-y
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• Implementation of machine learning algorithms for automated human gait activity recognition using sEMG signals
  International Journal of Biomedical Engineering and Technology 2023 DOI: 10.1504/ijbet.2023.131708
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