Multiple instance classification: Bag noise filtering for negative instance noise cleaning.
Julián LuengoDánel Sánchez TarragóRonaldo C. PratiFrancisco HerreraPublished in: Inf. Sci. (2021)
Keyphrases
- noise filtering
- multiple instance
- noise reduction
- data cleaning
- noise detection
- data preprocessing
- filtering method
- multiple instance learning
- low signal to noise ratio
- denoising
- signal to noise ratio
- positive bags
- phase unwrapping
- noise level
- real valued
- semi supervised learning
- image classification
- supervised learning
- classification accuracy
- positive and negative
- concept learning
- text classification
- least squares
- feature extraction
- data mining
- learning problems
- model selection
- regression problems
- support vector machine
- learning algorithm
- machine learning