Venkataraman Muthiah-Nakarajan

Employment

• Vellore Institute of Technology University Associate Professor
  2006 - Present

Education

• University of Cincinnati MS
  2001 - 2003
• National Institute of Technology Tiruchirappalli Bachelor of Engineering
  1996 - 2000

Projects & Funding

Projects & funding information is unavailable.

Publications (8)

• Alternate Loss Functions for Classification and Robust Regression Can Improve the Accuracy of Artificial Neural Networks
  2026 DOI: 10.2139/ssrn.6597663
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• Alternate loss functions and regression models that achieve robustness to outliers by modulating the learning rate
  2026 DOI: 10.2139/ssrn.7227099
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• Biologically inspired oscillating activation functions can bridge the performance gap between biological and artificial neurons
  Expert Systems with Applications 2025 DOI: 10.1016/j.eswa.2024.126036
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• A new biologically inspired global optimization algorithm based on firebug reproductive swarming behaviour
  Expert Systems with Applications 2021 DOI: 10.1016/j.eswa.2021.115408
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• Residential energy management strategy considering the usage of storage facilities and electric vehicles
  Sustainable Energy Technologies and Assessments 2021 DOI: 10.1016/j.seta.2021.101167
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• Accurate Computation of Vocal Tract Filter Parameters Using a Hybrid Genetic Algorithm
  Applied Artificial Intelligence 2019 DOI: 10.1080/08839514.2018.1560128
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• Self-deployment in wireless sensor networks using Ant Colony Optimization method
  ARPN Journal of Engineering and Applied Sciences 2018
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• Galactic Swarm Optimization: A new global optimization metaheuristic inspired by galactic motion
  Applied Soft Computing Journal 2016 DOI: 10.1016/j.asoc.2015.10.034
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