Multi-step prediction with missing smart sensor data using multi-task Gaussian processes.
Pasan KarunaratneMasud MoshtaghiShanika KarunasekeraAaron HarwoodTrevor CohnPublished in: IEEE BigData (2017)
Keyphrases
- sensor data
- gaussian processes
- multi task
- multi step
- multi task learning
- multitask learning
- sensor networks
- learning tasks
- multi class
- data streams
- gaussian process
- feature selection
- learning problems
- relevance vector machine
- knn
- k nearest neighbor
- transfer learning
- missing data
- semi supervised
- data sets
- decision trees
- missing values
- machine learning algorithms
- mutual information
- wireless sensor networks
- training data
- image processing
- data mining