Analysing Transfer Learning Efficacy with Different Feature Sets for Occupancy Detection.
Ermin OmeragicOzan OrhanTarik UzunovicEdin GolubovicPublished in: ICAT (2023)
Keyphrases
- transfer learning
- feature set
- learning tasks
- feature selection
- knowledge transfer
- cross domain
- reinforcement learning
- labeled data
- classification accuracy
- feature vectors
- semi supervised learning
- text classification
- transfer knowledge
- active learning
- machine learning
- collaborative filtering
- learning algorithm
- feature types
- class labels
- text mining
- feature space
- domain adaptation
- text categorization
- feature extraction
- classification models
- multi task
- data mining
- target domain
- feature representation
- machine learning algorithms
- unlabeled data
- support vector
- kernel function
- audio features
- support vector machine
- nearest neighbor