Smart Query Sampling with Feature Coverage and Unsupervised Machine Learning.
Jerry TangRyan DruckmanLouis MagarshackNate McNamaraJim AhnJiaqi YanPublished in: FiCloud (2023)
Keyphrases
- machine learning
- unsupervised learning
- supervised learning
- query processing
- database
- user queries
- supervised classification
- data structure
- pattern recognition
- artificial intelligence
- response time
- learning algorithm
- support vector machine
- data sources
- feature set
- knowledge acquisition
- query expansion
- semi supervised
- query evaluation
- database queries
- reinforcement learning
- data mining
- machine learning methods
- range queries
- natural language processing
- retrieval method
- semi supervised learning
- complex queries
- text classification
- active learning
- feature vectors
- data analysis
- decision trees
- feature selection
- text mining
- query optimization
- relevance feedback
- information extraction
- sampling methods
- similarity graph