A Machine Learning Approach for the Curation of Biomedical Literature - KDD Cup 2002 (Task 1)

In this paper, we present an automated text classification system for the classification of biomedical papers. This classification is based on whether there is experimental evidence for the expression of molecular gene products for specified genes within a given paper. The system performs pre-processing and data cleaning, followed by feature extraction from the raw text. It subsequently classifies the paper using the extracted features with a Na

• Type: Journal
• Year: 2002
• Where: SIGKDD
• Authors: S. Sathiya Keerthi, Chong Jin Ong, Keng Boon Siah, David B. L. Lim, Wei Chu, Min Shi, David S. Edwin, Rakesh Menon, Lixiang Shen, Jonathan Y. K. Lim, Han Tong Loh
• Keywords: Biomedical Papers, Molecular Gene Products, Paper, SIGKDD 2002