Data-Centric Explanations: Explaining Training Data of Machine Learning Systems to Promote Transparency.
Ariful Islam AnikAndrea BuntPublished in: CHI (2021)
Keyphrases
- data centric
- machine learning systems
- training data
- machine learning
- machine learning algorithms
- learning algorithm
- decision trees
- data management
- business processes
- supervised learning
- application development
- information management
- learning classifier systems
- learning systems
- data sets
- training process
- training set
- data driven
- routing protocol
- wireless sensor networks
- distributed systems
- supervised learning algorithms
- xml schema
- database
- support vector machine
- semi supervised learning
- prior knowledge
- unlabeled data
- labeled data
- relational databases
- data representation
- database management systems
- web services
- genetic algorithm