LAMP: data provenance for graph based machine learning algorithms through derivative computation.
Shiqing MaYousra AaferZhaogui XuWen-Chuan LeeJuan ZhaiYingqi LiuXiangyu ZhangPublished in: ESEC/SIGSOFT FSE (2017)
Keyphrases
- machine learning algorithms
- data provenance
- machine learning
- benchmark data sets
- learning algorithm
- machine learning methods
- fine grained
- learning problems
- decision trees
- conceptual modeling
- machine learning models
- machine learning approaches
- semi supervised
- database
- learning models
- data sharing
- scientific data
- statistical machine learning
- multimedia
- scientific workflows
- semi automatic
- relational databases
- query language
- business processes