Inferring Station Numbers in Metro Trips Using Mobile Magnetometer Sensor via an Unsupervised K-means Clustering Algorithm.
Seyed Hassan HosseiniGuido GentileKen Koshy VargheseLory Michelle Bresciani MiristicePublished in: MT-ITS (2023)
Keyphrases
- mobile devices
- sensor networks
- mobile phone
- mobile sensor networks
- data driven
- unsupervised learning
- middleware architecture
- multi sensor
- semi supervised
- supervised classification
- mobile computing
- computing environments
- mobile learning
- context aware
- sensor data
- mobile networks
- hierarchical clustering
- mobile environments
- real time
- k means
- safe operation
- mobile applications
- supervised learning
- clustering algorithm
- genetic algorithm
- location aware
- unsupervised manner
- mobile commerce
- high sensitivity
- machine learning
- monitoring system
- communication technologies
- mobile services
- mobile communication
- mobile objects
- assembly line