Sherlock: A Deep Learning Approach to Semantic Data Type Detection.
Madelon HulsebosKevin Zeng HuMichiel A. BakkerEmanuel ZgraggenArvind SatyanarayanTim KraskaÇagatay DemiralpCésar A. HidalgoPublished in: KDD (2019)
Keyphrases
- deep learning
- data types
- data model
- data structure
- machine learning
- unsupervised learning
- database systems
- unsupervised feature learning
- database management systems
- weakly supervised
- object detection
- mental models
- data mining algorithms
- high level
- abstract data types
- semantic similarity
- semantic information
- preprocessing
- model selection
- natural language processing
- information extraction
- knowledge discovery
- relational databases