A new data augmentation method for intent classification enhancement and its application on spoken conversation datasets.
Zvi KonsAharon SattHong-Kwang KuoSamuel ThomasBoaz CarmeliRon HooryBrian KingsburyPublished in: CoRR (2022)
Keyphrases
- synthetic data
- data sets
- classification method
- input data
- test data
- gene expression microarray data
- dimensionality reduction methods
- statistical methods
- support vector machine svm
- training samples
- prior knowledge
- training dataset
- classification scheme
- noisy data
- machine learning methods
- classification accuracy
- benchmark data sets
- preprocessing
- support vector machine
- missing data
- data mining algorithms
- pattern classification
- dimensionality reduction
- data sources
- classification process
- training data
- classification algorithm
- classification trees
- data analysis
- large scale data sets
- database
- raw data
- sampling methods
- synthetic datasets
- machine learning
- ordinal data
- image processing
- feature set
- feature subset
- original data
- feature selection
- missing values
- feature vectors
- dimensional data
- data structure
- clustering method
- pairwise
- image classification
- data mining techniques