Computational Methodologies

Computational Biology is a rapidly emerging field, at the interface of computer science, arithmetic, physics and biology to study, analyse and understand complex biological systems by taking a corresponding integrated systems view using computational methodologies. The recent advances in computational methodologies are high throughput techniques and computational power. Computational systems biology provides a point of merging for genomics, proteomics, metabolomics and computational modeling and plays a key role in the fast progression of the evolving field by the outstanding developments in biology and computer science.

  • Machine learning and pattern recognition
  • Knowledge discovery and data mining techniques
  • Bioinformatics and cheminformatics
  • Sequence motifs and alignments
  • Hidden markov model
  • Sequencing algorithms
  • Stochastic modelling

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