Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions.
Bojan KarlasPeng LiRenzhi WuNezihe Merve GürelXu ChuWentao WuCe ZhangPublished in: Proc. VLDB Endow. (2020)
Keyphrases
- incomplete information
- nearest neighbor classifiers
- selective sampling
- nearest neighbor classifier
- nearest neighbor classification
- cross validation
- prototype selection
- nearest neighbor
- decision trees
- previously reported
- partial information
- missing information
- autonomous agents
- small sample
- active learning
- query answering
- repeated games
- selection algorithm
- random sampling
- artificial intelligence
- first order logic
- knn
- reinforcement learning
- feature selection