Crowd Flow Prediction from Mobile Traces Through Time Series PoI Stay Counts.
Osamu YamadaYuki MatsudaHirohiko SuwaKeiichi YasumotoPublished in: SMARTCOMP (2024)
Keyphrases
- financial time series
- prediction accuracy
- moving average
- mobile devices
- exponential smoothing
- mobile phone
- prediction error
- mobile environments
- non stationary
- mobile applications
- chaotic time series
- extreme values
- location based services
- dynamic time warping
- prediction model
- box jenkins
- computing environments
- prediction algorithm
- temporal patterns
- wireless sensor networks
- subsequence matching
- similarity measure
- mobile users
- social media
- flow field