Addressing the Challenges of Domain Shift in Bird Call Classification for BirdCLEF 2024.
Emiel WittingHugo de HeerJeffrey LimCahit Tolga KoparKristóf SándorPublished in: CLEF (Working Notes) (2024)
Keyphrases
- machine learning
- automatic classification
- pattern recognition
- support vector
- feature space
- domain independent
- classification accuracy
- image classification
- domain specific
- feature vectors
- support vector machine svm
- class labels
- supervised learning
- support vector machine
- classification algorithm
- lessons learned
- key issues
- classification scheme
- object classification
- classification method
- classification process
- benchmark datasets
- neural network
- high dimensional
- training set
- preprocessing
- feature extraction
- decision trees
- real world
- data sets
- machine learning algorithms
- unsupervised learning
- text classification
- domain knowledge
- classification rules
- genetic algorithm
- supervised classification
- bird species