Segmentation and Classification of Time-Series: Real Case Studies.
José M. MolinaJesús GarcíaAna Cristina Bicharra GarciaR. MeloLuís CorreiaPublished in: IDEAL (2009)
Keyphrases
- case study
- feature selection
- pattern recognition
- machine learning
- statistical classification
- feature extraction
- features extraction
- preprocessing
- classification accuracy
- pattern classification
- image classification
- classification method
- grey level co occurrence matrix
- pixel classification
- multivariate time series
- classification scheme
- level set
- segmentation method
- decision rules
- decision trees
- robust classification
- lessons learned
- feature set
- feature extraction and classification
- text classification
- automatic classification
- training set
- support vector
- classification models
- real world
- maximum likelihood criterion
- multiscale
- feature vectors
- region growing
- fully automatic
- classification algorithm
- segmentation algorithm
- support vector machine svm