On Smartphone-based Discrimination of Pathological Respiratory Sounds with Similar Acoustic Properties using Machine Learning Algorithms.
Chinazunwa UwaomaGunjan MansinghPublished in: ICINCO (1) (2017)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- machine learning methods
- predictive accuracy
- learning problems
- random forests
- machine learning approaches
- input features
- machine learning systems
- learning tasks
- mobile devices
- machine learning models
- environmental sounds
- standard machine learning algorithms
- data structure
- statistical machine learning
- acoustic features
- transfer learning
- learning models
- mobile applications
- feature selection