SSMDL: Semi-supervised Multi-task Deep Learning for Transportation Mode Classification and Path Prediction with GPS Trajectories.
Asif NawazZhiqiu HuangSenzhang WangPublished in: APWeb/WAIM (2) (2020)
Keyphrases
- deep learning
- multi task
- semi supervised
- unsupervised learning
- multi task learning
- learning tasks
- supervised learning
- feature selection
- machine learning
- pattern recognition
- semi supervised learning
- training set
- labeled data
- classification accuracy
- weakly supervised
- feature space
- support vector
- machine learning algorithms
- active learning
- image classification
- model selection
- feature vectors
- pairwise
- transfer learning
- feature extraction
- learning problems
- image segmentation
- image processing