Semi-Supervised Autoencoder for Chemical Gas Classification with FTIR Spectrum.
Hee-Deok JangSeokjoon KwonHyunwoo NamDong Eui ChangPublished in: Sensors (2024)
Keyphrases
- semi supervised
- supervised learning
- pattern recognition
- classification scheme
- support vector machine svm
- semi supervised learning
- co training
- training set
- active learning
- genetic algorithm
- semi supervised learning algorithms
- classification systems
- labeled data
- feature vectors
- classification accuracy
- feature extraction
- preprocessing
- support vector
- classification method
- supervised classification
- decision trees
- semi supervised classification
- classification algorithm
- feature space
- unsupervised learning
- text classification
- fully supervised
- machine learning
- restricted boltzmann machine
- unlabeled samples
- label information
- feature selection
- automatic classification
- classification models
- incremental learning
- classification rules
- model selection