Detecting adverse drug effects using link classification on twitter data.
Satya KatragaddaHarika KarnatiMurali PusalaVijay V. RaghavanRyan G. BentonPublished in: BIBM (2015)
Keyphrases
- data sets
- original data
- synthetic data
- data analysis
- input data
- data points
- raw data
- pattern recognition
- data processing
- text classification
- training data
- missing data
- training samples
- data collection
- database
- feature selection
- feature vectors
- feature extraction
- data structure
- networked data
- multi class
- multiple types
- data quality
- data mining
- network structure
- classification algorithm
- spatial data
- social networks
- support vector machine svm
- decision trees
- classification accuracy
- image data