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专业背景:计算机科学 研究方向与兴趣: JavaEE-Web软件开发, 生物信息学, 数据挖掘与机器学习, 智能信息系统 目前工作: 基因组, 转录组, NGS高通量数据分析, 生物数据挖掘, 植物系统发育和比较进化基因组学

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Textbooks and Introductions to NLP and BioNLP  

2011-05-27 22:16:09|  分类: 计算机 |  标签: |举报 |字号 订阅

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Textbooks and Introductions to NLP and BioNLP

Allen JF (1995) Natural language understanding, 2nd edn. Benjamin/Cummings, Menlo Park, CA
Ananiadou S, Kell DB, Tsujii JI (2006) Text mining and its potential applications in systems biology.
Trends Biotechnol 24(12):571–579
Ananiadou S, McNaught J (2006) Text mining for biology and biomedicine. Artech House
Publishers, Norwood, Massachusetts, USA
de Bruijn B, Martin J (2002) Getting to the (c) ore of knowledge: Mining biomedical literature.
Int J Med Inform 67:7–18
Cohen AM, Hersh W (2005) A survey of current work in biomedical text mining. Brief Bioinform
6(1):57–71
Cohen KB, Hunter L (2004) Natural language processing and systems biology. In: Dubitzky W,
Azuaje F (eds) Artificial intelligence methods and tools for systems biology. Springer,
Norwell, MA, pp 147–174
Cohen KB, Hunter L (2008) Getting started in text mining. PloS Comput Biol 4(1):e20
Hearst MA (2003) What is text mining? Available online at http://www.ischool.berkeley.
edu/~hearst/text-mining.html
Hunter L, Cohen KB (2006) Biomedical language processing: what’s beyond PubMed? Mol Cell
21:589–594
Jackson P, Moulinier I (2002) Natural language processing for online applications: text retrieval,
extraction, and categorization. John Benjamins Publishing Company
Jensen LJ, Saric J, Bork P (2006) Literature mining for the biologist: from information retrieval
to biological discovery. Nat Rev Genet 7:119–129
Jurafsky D, Martin JH (2000) Speech and language processing: An introduction to natural language
processing, computational linguistics and speech recognition. Prentice Hall, Lebanon, Indiana
Krallinger M, Valencia A (2005) Text-mining and information-retrieval services for molecular
biology. Genome Biol 6(7):224
Mitkov R (ed) (2003) The Oxford handbook of computational linguistics. Oxford University
Press, New York
Shatkay H (2005) Hairpins in bookstacks: Information retrieval from biomedical text. Brief
Bioinform 6(3):222–238
Shatkay H, Craven M (2007) Biomedical text mining, MIT Press, Cambridge
Spasic I, Ananiadou S, McNaught J, Kumar A (2005) Text mining and ontologies in biomedicine:
Making sense of raw text. Brief Bioinform 6(3):239–251
Weeber M, Kors JA, Mons B (2005) Online tools to support literature-based discovery in the life
sciences. Brief Bioinform 6(3):277–286
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