ACL RD-TEC 1.0 Summarization of W03-1316
Paper Title:
SELECTING TEXT FEATURES FOR GENE NAME CLASSIFICATION: FROM DOCUMENTS TO TERMS
SELECTING TEXT FEATURES FOR GENE NAME CLASSIFICATION: FROM DOCUMENTS TO TERMS
Authors: Goran Nenadic and Simon Rice and Irena Spasic and Sophia Ananiadou and Benjamin Stapley
Primarily assigned technology terms:
- algorithm
- automatic classification
- automatic term extraction
- bag-of-words approach
- binary classification
- c-value
- c-value method
- classification
- classification approach
- classification method
- classification system
- classifier
- database
- document classification
- feature selection
- identification
- kernel
- kernels
- knowledge acquisition
- knowledge management
- learning
- learning approach
- lemmatisation
- linear kernel
- linear kernel function
- linguistic pre-processing
- literature-mining
- matching
- name classification
- optimisation
- part-of-speech tagging
- pattern matching
- pos tagger
- pre-processing
- processing
- rule-based classifier
- semantic processing
- statistical analysis
- statistical learning
- string kernel
- support-vector machine
- svm approach
- svm classifier
- svm light
- tagger
- tagging
- term classification
- term extraction
- terminological processing
- terminology
- terminology management
- text-based classification
Other assigned terms:
- affixes
- approach
- biology
- biomedical literature
- candidate term
- candidate terms
- case
- characters
- classification accuracy
- classification performance
- classification scheme
- classification task
- classification tasks
- co-occurrence
- co-occurrence statistics
- co-occurrences
- coefficient
- concept
- concepts
- corpora
- dice
- dice coefficient
- dimensionality
- discourse
- distribution
- document
- document set
- fact
- feature
- feature set
- feature space
- feature vectors
- feature weights
- gene name
- gene names
- genia
- interpretation
- kernel function
- knowledge
- lexical information
- linguistic
- mapping
- measure
- medline
- method
- names
- noise
- ontology
- part-of-speech
- positive and negative examples
- precision
- process
- protein names
- semantic
- statistics
- stems
- suffix
- svms
- synonyms
- syntactic pattern
- tags
- term
- terms
- testing corpus
- testing set
- text
- textual units
- training
- training examples
- training set
- training time
- word
- words
