Splice junction classification problems for DNA sequences: Representation issues

• Main Authors: Sarkar, M., Tze-Yun LEONG
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2001
• Subjects: Classification; DNA; Exon; Gene; Intron; Random walk and Hurst coefficient; Representation; Splice boundary; Health Information Technology; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/3041
• Institution: Singapore Management University

Splice junction classification in a Eukaryotic cell is an important problem because the splice junction indicates which part of the DNA sequence carries protein-coding information. The major issue in building a classifier for this classification task is how to represent the DNA sequence on computers...