Binoy Nair

Employment

• Amrita Vishwa Vidyapeetham Associate Professor
  2021 - Present
• Amrita Vishwa Vidyapeetham Asst. Professor (SG)
  2015 - 2021
• Amrita Vishwa Vidyapeetham Assistant Professor (Sr. G)
  2011 - 2015
• Amrita Vishwa Vidyapeetham Assistant Professor (Or. G)
  2007 - 2011
• Vidya Academy of Science and Technology Lecturer
  2006 - 2007

Education

• Amrita Vishwa Vidyapeetham M.Tech
  2004 - 2006
• University of Calicut B.Tech
  2000 - 2004
• Amrita Vishwa Vidyapeetham PhD
  ? - 2015

Projects & Funding

Projects & funding information is unavailable.

Publications (53)

• An upper limb stroke rehabilitation exercise video dataset
  Data in Brief 2026 DOI: 10.1016/j.dib.2026.112819
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• A novel multi-stage attack dataset for smart home intrusion detection
  Data in Brief 2026 DOI: 10.1016/j.dib.2026.112770
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• A Novel Approach to Faster Convergence and Improved Accuracy in Deep Learning-Based Electrical Energy Consumption Forecast Models for Large Consumer Groups
  IEEE Access 2025 DOI: 10.1109/ACCESS.2025.3527863
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• Machine Learning Approaches for Fault Detection in Internal Combustion Engines: A Review and Experimental Investigation
  Informatics 2025 DOI: 10.3390/informatics12010025
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• An acoustic dataset for surface roughness estimation in milling process
  Data in Brief 2024 DOI: 10.1016/j.dib.2024.111108
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• BoostedDim attention: A novel data-driven approach to improving LiDAR-based lane detection
  Ain Shams Engineering Journal 2024 DOI: 10.1016/j.asej.2024.102887
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• TLFS23 Tamil language fingerspelling dataset
  Data in Brief 2024 DOI: 10.1016/j.dib.2023.109961
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• A Novel Feature Encoding Scheme for Machine Learning Based Malware Detection Systems
  IEEE Access 2024 DOI: 10.1109/ACCESS.2024.3420080
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• A Deep Learning-Based Upper Limb Rehabilitation Exercise Status Identification System
  Arabian Journal for Science and Engineering 2023 DOI: 10.1007/s13369-022-06702-y
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• Sensor-Based Grip Strength Monitoring System for Stroke Rehabilitation
  2021 DOI: 10.1007/978-981-15-9019-1_68
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