Research Paper: A Comparison of Citation Metrics to Machine Learning Filters for the Identification of High Quality MEDLINE Documents.
Yindalon AphinyanaphongsAlexander R. StatnikovConstantin F. AliferisPublished in: J. Am. Medical Informatics Assoc. (2006)
Keyphrases
- machine learning
- high quality
- text mining
- document collections
- information retrieval
- scientific literature
- automatic text categorization
- text documents
- machine learning algorithms
- latent semantic indexing
- machine learning methods
- information extraction
- xml documents
- information retrieval systems
- document retrieval
- web documents
- natural language processing
- google scholar
- knowledge discovery
- scientific documents
- relevant documents
- biomedical literature
- evaluation metrics
- ground truth
- learning algorithm
- scientific articles
- bibliographic databases
- medical domain
- multi document summarization
- digital libraries
- free text
- document clustering
- vector space model
- text retrieval
- edge detection
- feature selection
- image quality
- active learning
- user queries
- data mining
- wordnet