ACL RD-TEC 1.0 Summarization of W04-1209
Paper Title:
SUPPORT VECTOR MACHINE APPROACH TO EXTRACTING GENE REFERENCES INTO FUNCTION FROM BIOLOGICAL DOCUMENTS
SUPPORT VECTOR MACHINE APPROACH TO EXTRACTING GENE REFERENCES INTO FUNCTION FROM BIOLOGICAL DOCUMENTS
Authors: Chih Lee and Wen-Juan Hou and Hsin-Hsi Chen
Primarily assigned technology terms:
- algorithm
- annotation system
- bayes classifier
- binary classification
- categorization
- classification
- classifier
- classifiers
- cross validation
- cross-validation
- database
- feature extraction
- feature selection
- heuristic method
- information extraction
- information retrieval
- k-nn
- kernel
- kernels
- knowledge bases
- language processing
- language processing technology
- matching
- measuring
- naive bayes
- naive bayes classifier
- natural language processing
- optimization
- polynomial kernel
- porter stemming
- processing
- processing technology
- support vector machine
- support vector machines
- text categorization
- text retrieval
- unsupervised method
- validation
- weighting
Other assigned terms:
- annotation
- approach
- bag of words
- bayes model
- binary classification problem
- biomedical domain
- case
- classification problem
- coefficient
- comparative study
- dice
- dice coefficient
- distribution
- document
- document vectors
- feature
- feature space
- feature vector
- gene\/protein name
- heuristic
- information extraction task
- knowledge
- large feature space
- locuslink
- measure
- measures
- medline
- method
- naive bayes model
- names
- natural language
- ontology
- procedure
- process
- protein names
- sentence
- sentence position
- sentences
- similarity measure
- stop word list
- support vector
- svms
- syntactic information
- technology
- term
- test data
- test material
- text
- training
- training corpus
- training data
- vocabulary
- weighting scheme
- word
- words
