Fast and stable IRL based driving behavior modeling in continuous state space

Driving behavior prediction has recently gained popularity and been expected towards Advanced Driver Assistance System (ADAS). For these predictions, designing a reward function which assigns high values to ideal behaviors,…

Predicting anomalous crowds with anomaly score-matching-based regression using transit search logs and GPS mobility logs

GroupWiLo: Accurate and Low-cost Wi-Fi-based Localization with Minimization of Parameter Total Variation

Adaptive driving behavior modeling towards diverse driving situations using inverse reinforcement learning

The declining trend in the number of fatal accidents on residential roads in Japan has been flat for the last two decades. Against this background, the development of Advanced Driver…

Robust indoor localization across smartphone models with ellipsoid features from multiple RSSIs

Early destination prediction by mobile phone sensing

Irregularity prediction based on transit app logs

Working-Relationship Detection from Fitbit Sensor Data

Urban dynamics analysis with large-scale Location data from smartphones

Modeling risk anticipation and defensive driving on residential roads using inverse reinforcement learning