Efficiently Monitoring Small Data Modification Effect for Large-Scale Learning in Changing Environment.
Hiroyuki HanadaAtsushi ShibagakiJun SakumaIchiro TakeuchiPublished in: AAAI (2018)
Keyphrases
- sensor data
- sensory data
- changing environment
- learning algorithm
- learning tasks
- knowledge acquisition
- learning systems
- active learning
- prior knowledge
- databases
- human experts
- data structure
- metadata
- learning models
- data acquisition
- noisy data
- background knowledge
- synthetic data
- dynamic environments
- statistical analysis
- small number
- computer systems
- data processing
- supervised learning
- real time
- image data
- data sources
- data analysis
- cooperative
- multi agent
- training data
- machine learning
- data mining
- real world
- data sets