Synergy of Database Techniques and Machine Learning Models for String Similarity Search and Join.
Jiaheng LuChunbin LinJin WangChen LiPublished in: CIKM (2019)
Keyphrases
- similarity search
- machine learning models
- database
- indexing techniques
- similarity retrieval
- query processing
- similarity join
- metric space
- indexing structure
- distance function
- high dimensional
- databases
- similarity measure
- knn
- metric access methods
- spam filtering
- sequence databases
- machine learning approaches
- database systems
- hash functions
- similarity queries
- cross view
- high dimensional data
- r tree
- approximate similarity search
- similarity searching
- machine learning
- database management systems
- high dimensional feature vectors
- data structure
- predictive model
- knowledge discovery
- machine learning algorithms
- access methods
- pattern recognition