@article{ART001461847},
author={김동회 and 엄상용 and Jin Kim},
title={Finding Relevant SNP Sets and Predicting Risk to Disease Using Simulated Annealing},
journal={Journal of Knowledge Information Technology and Systems},
issn={1975-7700},
year={2010},
volume={5},
number={3},
pages={99-106}
TY - JOUR
AU - 김동회
AU - 엄상용
AU - Jin Kim
TI - Finding Relevant SNP Sets and Predicting Risk to Disease Using Simulated Annealing
JO - Journal of Knowledge Information Technology and Systems
PY - 2010
VL - 5
IS - 3
PB - Korea Knowledge Information Technology Society
SP - 99
EP - 106
SN - 1975-7700
AB - We applied simulated annealing algorithm and decision tree to find SNP sets relevant to a disease and predict the disease risk. For time complexity problem of SA, we construct an initial SNP set by fast heuristic algorithm and applied efficient transition rules to obtain new SNP sets. The experiment results show that we can obtain new SNP sets with the improved prediction performance compared to others by traditional feature selection algorithms.
KW - SNP;Risk Prediction;simulated annealing;decision tree;feature selection;machine learning
DO -
UR -
ER -
김동회, 엄상용 and Jin Kim. (2010). Finding Relevant SNP Sets and Predicting Risk to Disease Using Simulated Annealing. Journal of Knowledge Information Technology and Systems, 5(3), 99-106.
김동회, 엄상용 and Jin Kim. 2010, "Finding Relevant SNP Sets and Predicting Risk to Disease Using Simulated Annealing", Journal of Knowledge Information Technology and Systems, vol.5, no.3 pp.99-106.
김동회, 엄상용, Jin Kim "Finding Relevant SNP Sets and Predicting Risk to Disease Using Simulated Annealing" Journal of Knowledge Information Technology and Systems 5.3 pp.99-106 (2010) : 99.
김동회, 엄상용, Jin Kim. Finding Relevant SNP Sets and Predicting Risk to Disease Using Simulated Annealing. 2010; 5(3), 99-106.
김동회, 엄상용 and Jin Kim. "Finding Relevant SNP Sets and Predicting Risk to Disease Using Simulated Annealing" Journal of Knowledge Information Technology and Systems 5, no.3 (2010) : 99-106.
김동회; 엄상용; Jin Kim. Finding Relevant SNP Sets and Predicting Risk to Disease Using Simulated Annealing. Journal of Knowledge Information Technology and Systems, 5(3), 99-106.
김동회; 엄상용; Jin Kim. Finding Relevant SNP Sets and Predicting Risk to Disease Using Simulated Annealing. Journal of Knowledge Information Technology and Systems. 2010; 5(3) 99-106.
김동회, 엄상용, Jin Kim. Finding Relevant SNP Sets and Predicting Risk to Disease Using Simulated Annealing. 2010; 5(3), 99-106.
김동회, 엄상용 and Jin Kim. "Finding Relevant SNP Sets and Predicting Risk to Disease Using Simulated Annealing" Journal of Knowledge Information Technology and Systems 5, no.3 (2010) : 99-106.
