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