ChemTime: Rapid and Early Classification for Multivariate Time Series Classification of Chemical Sensors.
Alexander M. MooreRandy C. PaffenrothKenneth T. NgoJoshua R. UzarskiPublished in: CoRR (2023)
Keyphrases
- classification accuracy
- pattern recognition
- pattern classification
- feature vectors
- supervised learning
- feature selection
- feature space
- automatic classification
- real time
- support vector
- multivariate data
- machine learning
- classification systems
- classification models
- high dimensionality
- data mining
- classification rules
- machine learning methods
- classification method
- classification algorithm
- sensor data
- class labels
- support vector machine svm
- image classification
- support vector machine
- feature extraction
- decision trees
- machine learning algorithms
- model selection
- feature set
- sensor networks
- mobile robot
- preprocessing
- accurate classifiers