Active Learning-Based Data Collection in Crowd Replication.
Lulu GaoShin'ichi KonomiPublished in: JSAI (2020)
Keyphrases
- data collection
- active learning
- crowd sourced
- crowd sourcing
- collected data
- social networking
- fault tolerant
- data analysis
- distributed databases
- sensor networks
- learning strategies
- collecting data
- selective sampling
- learning algorithm
- semi supervised
- supervised learning
- labeled data
- random sampling
- data partitioning
- fault tolerance
- training examples
- semi supervised learning
- annotation effort
- machine learning
- group communication
- batch mode active learning
- neural network
- pool based active learning
- transfer learning
- wireless sensor networks
- training set
- data availability
- experimental design
- cost sensitive
- relevance feedback
- rare class
- pairwise
- data mining