Addressing APC Data Sparsity in Predicting Occupancy and Delay of Transit Buses: A Multitask Learning Approach.
Ammar Bin ZulqarnainSamir GuptaJose Paolo TalusanDaniel FreudbergPhilip PuglieseAyan MukhopadhyayAbhishek DubeyPublished in: SMARTCOMP (2023)
Keyphrases
- multitask learning
- data sparsity
- transfer learning
- collaborative filtering
- multi task
- learning tasks
- multi task learning
- gaussian processes
- matrix factorization
- public transportation
- recommender systems
- labeled data
- semi supervised
- feature selection
- learning problems
- machine learning
- decision trees
- learning algorithm
- text categorization
- semi supervised learning
- gaussian process
- unsupervised learning
- reinforcement learning
- data sets