MapView: Graphical Data Representation for Active Learning.
Eva WeiglAlexander WalchUlrich NeisslPauline Meyer-HeyeThomas RadauerEdwin LughoferWolfgang HeidlChristian EitzingerPublished in: AL@iKNOW (2016)
Keyphrases
- data representation
- active learning
- semi supervised
- data representations
- learning algorithm
- selective sampling
- dimensionality reduction
- supervised learning
- learning process
- random sampling
- representational power
- discriminative information
- training set
- xml documents
- locality preserving
- tensor decomposition
- labeled data
- xml schema
- machine learning
- subspace learning
- feature construction
- database
- active learning strategies
- nearest neighbor
- information extraction
- relational databases
- high dimensional
- image processing
- data sets