When Deep is not Enough: Towards Understanding Shallow and Continual Learning Models in Realistic Environmental Sound Classification for Robots.
Omar EldardeerFrancesco ReaGiulio SandiniDoreen JirakPublished in: Int. J. Humanoid Robotics (2023)
Keyphrases
- learning models
- classification models
- machine learning
- machine learning algorithms
- decision trees
- loss function
- conditional random fields
- feature selection
- semi supervised learning
- feature extraction
- learning algorithm
- classification accuracy
- pattern recognition
- machine learning models
- learning problems
- support vector machine svm
- unsupervised learning
- information extraction
- feature space
- support vector
- real world
- sparse metric learning
- k nearest neighbor
- text classification