Application of personalized federated learning methods to environmental sound classification: A comparative study.
Huaxing XuZeng FanXudong LiuPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- machine learning methods
- classification method
- discriminative learning
- preprocessing
- benchmark datasets
- supervised learning
- learning problems
- learning algorithm
- multi category
- classification systems
- incremental learning
- classification accuracy
- online learning
- unsupervised learning
- supervised learning algorithms
- learning systems
- cross validation
- feature construction
- learning phase
- pattern recognition
- classification models
- feature space
- benchmark data sets
- machine learning
- human experts
- active learning
- machine learning algorithms
- empirical studies
- density estimation
- feature vectors
- classification scheme
- significant improvement
- feature extraction
- classification algorithm
- accurate classification
- robust classification