Kyungim Baek, Ph.D.

Research Keywords: metagenomics, machine learning, visual perception, computer vision

Selected Publications

• Menor MS, Baek K, Poisson G.

  Prediction of mature microRNA and Piwi-interacting RNA without a genome reference or precursors.

  International Journal of Molecular Science 2015 more details...
  
• Menor M, Baek K, Poisson G.

  Multiclass relevance units machine: benchmark evaluation and application to small ncRNA discovery.

  BMC Genomics 2013 more details...
  
• Menor M, Poisson G, Baek K.

  Probabilistic prediction of protein phosphorylation sites using kernel machines.

  Proceedings of the 2012 ACM Symposium on Applied Computing BIO track 2012 more details...
  
• Belcaid M, Baek K, Haymer D, Poisson G.

  Efficient clustering of populations using a minimal SNP panel.

  Proceedings of the 2011 ACM Symposium on Applied Computing 2011 more details...
  
• Fabel S, Baek K, Berkelman P.

  Robotic-surgical instrument wrist pose estimation.

  Conference Proceedings of IEEE Engineering in Medicine and Biology Society 2010 more details...
  
• Menor M, Baek K, Belcaid M, Gingras Y, Poisson G.

  Virus DNA-fragment classification using taxonomic hidden Markov model profile.

  Proceedings of the 2010 ACM Symposium on Applied Computing 2010 more details...
  
• Baek K, Kim DH, Sajda P.

  Inferring direction of figure using a recurrent integrate-and-fire neural circuit.

  Conference Proceedings of IEEE Engineering in Medicine and Biology Society 2004 more details...