Improving Machine Learning Based Detection of Freezing of Gait Using Data Synthesis Methods.
Nader NaghaviSoheil BorhaniEric WadePublished in: ICMLA (2019)
Keyphrases
- machine learning
- statistical methods
- high dimensional data
- data mining methods
- data sets
- data processing
- knowledge discovery
- high quality
- original data
- data analysis
- raw data
- significant improvement
- statistical tests
- data mining techniques
- data mining
- machine learning methods
- data collection
- pattern recognition
- statistical analysis
- missing data
- probability distribution
- missing values
- data sources
- spectral clustering
- learning algorithm
- detection method
- database
- xml documents
- noisy data
- training data
- bayesian methods
- gait analysis