Publications

Journal Articles

• High-dimensional multi-trait GWAS by reverse prediction of genotypes ,
  Lecture Notes in Bioinformatics, 2021.
  

• Restricted maximum-likelihood method for learning latent variance components in gene expression data with known and unknown confounders,
  G3 Genes|Genomes|Genetics, 2022.
  

• Automatic segmentation of brain MRI using a novel patch-wise U-net deep architecture,
  PLoS ONE, 2022.
  

• Improved Majority Filtering Algorithm for Cleaning Class Label Noise in Supervised Learning,
  IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences, 2019.
  

• A fractional gradient descent-based rbf neural network,
  Circuits, Systems, and Signal Processing, 2018.
  

Conference Proceedings

• rfPhen2Gen: A machine learning based association study of brain imaging phenotypes to genotypes,
  submitted at 21st European Conference on Computational Biology (ECCB), 2022.
  

• Euclidean distance based label noise cleaning,
  2017 Ninth International Conference on Ubiquitous and Future Networks (ICUFN). IEEE, 2017.
  

• Adaptive noise cancellation using q-LMS,
  2017 international conference on innovations in electrical engineering and computational technologies (icieect). IEEE, 2017.
  

• FLMF: Fractional Least Mean Fourth Algorithm for Channel Estimation in non-Gaussian Environment,
  2017 International Conference on Information and Communication Technology Convergence (ICTC). IEEE, 2017.