@inproceedings{5744912758da46ebb3d4f44d1988e681,
title = "ESclassifier: A random forest classifier for detection of exon skipping events from RNA-Seq data",
abstract = "Detecting exon skipping (ES) events is an essential part in genome-wide alternative splicing event detection. In this paper, we propose a novel method ESclassifier to detect ES events from RNA-seq data. ESclassifier conducts thorough studies on predicting features and figures out proper features according to their relevance for ES event detection. Experimental results on real human heart and liver RNA-seq data show that ESclassifier could effectively filter out false positives with high predictive accuracy. The codes of ESclassifier are available at http://mlg.hit.edu.cn/ybai/ES/ESclass.html.",
author = "Yang Bai and Shufan Ji and Yadong Wang",
note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2014 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2014 ; Conference date: 02-11-2014 Through 05-11-2014",
year = "2014",
month = dec,
day = "29",
doi = "10.1109/BIBM.2014.6999155",
language = "英语",
series = "Proceedings - 2014 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2014",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "205--208",
editor = "Huiru Zheng and Hu, \{Xiaohua Tony\} and Daniel Berrar and Yadong Wang and Werner Dubitzky and Jin-Kao Hao and Kwang-Hyun Cho and David Gilbert",
booktitle = "Proceedings - 2014 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2014",
address = "美国",
}