Temporal classification of short time series data.
Benedikt VennThomas LeifeldPing ZhangTimo MühlhausPublished in: BMC Bioinform. (2024)
Keyphrases
- pattern recognition
- classification accuracy
- machine learning
- temporal data
- machine learning methods
- classification systems
- benchmark datasets
- image classification
- automatic classification
- support vector machine svm
- model selection
- spatio temporal
- support vector
- learning algorithm
- supervised learning
- feature space
- decision trees
- decision rules
- classification algorithm
- feature extraction
- supervised machine learning
- classification scheme
- feature selection
- temporal patterns
- temporal constraints
- pattern classification
- svm classifier
- class labels
- data analysis
- data sets
- support vector machine
- training set
- feature vectors