Multinomial modeling and an evaluation of common data-mining algorithms for identifying signals of disproportionate reporting in pharmacovigilance databases.
Kjell JohnsonCen GuoMark GosinkVicky WangManfred HaubenPublished in: Bioinform. (2012)
Keyphrases
- data mining algorithms
- knowledge discovery
- databases
- data mining
- data analysis
- distributed data
- preprocessing
- data mining tasks
- data mining methods
- data mining framework
- data mining techniques
- mining algorithm
- database
- database and data mining
- data mining tools
- itemsets
- relational databases
- probabilistic model
- text classification
- feature extraction
- database systems
- distributed data mining
- rule discovery
- frequent sets
- em algorithm
- streaming time series
- data mining applications
- text mining
- data model
- neural network
- distance function
- naive bayes
- expectation maximization
- privacy preserving data mining
- data warehouse
- training data
- real world
- integrating data mining