Transfer learning for the classification of video-recorded crowd movements.
Mounir Bendali-BrahamJonathan WeberGermain ForestierLhassane IdoumgharPierre-Alain MullerPublished in: ISPA (2019)
Keyphrases
- transfer learning
- text classification
- machine learning
- machine learning algorithms
- learning tasks
- knowledge transfer
- cross domain learning
- cross domain text classification
- labeled data
- domain adaptation
- cross domain
- reinforcement learning
- video sequences
- supervised learning
- decision trees
- feature selection
- video content
- text categorization
- feature vectors
- transfer knowledge
- structure learning
- feature space
- semi supervised learning
- unsupervised learning
- document classification
- target domain
- manifold alignment
- label information
- data sets
- training samples
- learning algorithm
- transferring knowledge
- training set
- labeled and unlabeled data
- prior knowledge
- active learning
- probabilistic model
- natural language processing
- model selection