Large Scale Passenger Detection with Smartphone/Bus Implicit Interaction and Multisensory Unsupervised Cause-effect Learning

no code implementations • 24 Feb 2022 • Valentino Servizi, Dan R. Persson, Francisco C. Pereira, Hannah Villadsen, Per Bækgaard, Jeppe Rich, Otto A. Nielsen

To close the gap and enhance smartphones towards MaaS, we developed a proprietary smartphone-sensing platform collecting contemporary Bluetooth Low Energy (BLE) signals from BLE devices installed on buses and Global Positioning System (GPS) locations of both buses and smartphones.

Dimensionality Reduction Pseudo Label

"Is not the truth the truth?": Analyzing the Impact of User Validations for Bus In/Out Detection in Smartphone-based Surveys

no code implementations • 24 Feb 2022 • Valentino Servizi., Dan R. Persson, Francisco C. Pereira, Hannah Villadsen, Per Bækgaard, Inon Peled, Otto A. Nielsen

Passenger flow allows the study of users' behavior through the public network and assists in designing new facilities and services.

Autonomous Vehicles