Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduels.
Hassan Ismail FawazGermain ForestierJonathan WeberLhassane IdoumgharPierre-Alain MullerPublished in: EGC (2019)
Keyphrases
- pattern recognition
- decision trees
- text classification
- automatic classification
- classification systems
- classification accuracy
- feature extraction
- document classification
- correct classification
- support vector machine
- training set
- feature selection
- classification scheme
- accuracy rate
- pattern classification
- classification algorithm
- machine learning
- decision rules
- class labels
- machine learning algorithms
- unsupervised learning
- support vector
- computer vision
- benchmark datasets
- text categorization
- cross validation
- supervised learning
- classification method
- semi supervised
- feature vectors
- preprocessing
- information systems
- database
- automated classification