In Wi-Fi fingerprint-based indoor localization, we need to acquire a dataset with a high-density dataset in the target environment in this framework. To overcome the data acquisition cost problem, we propose a brand new data augmentation for Wi-Fi indoor localization…
Our paper on robustifying Wi-Fi localization by “Between-Location” data augmentation has been published in IEEE Sensors Journal. In Wi-Fi fingerprint-based indoor localization, we need to acquire a dataset with a high-density dataset in the target environment in this framework. To…
Driving behavior modeling (DBM) is widely used in the intelligent vehicle field to prevent accidents, which predicts actions that vehicles should take to optimize safe driving behaviors. According to some statistics, accidents easily happen at un-signalized intersections, modeling driving behavior…
The 2021 IEEE Intelligent Vehicles Symposium (IV21) is a premier annual technical forum sponsored by the IEEE Intelligent Transportation Systems Society (ITSS), which will be held during 11-17 July 2021 online. The following contents will be presented. Driving behavior modeling…
The 25th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD-2021) is May 11-14, 2021 at online conference. The following oral presentation will be delivered. In recent years, the use of smartphone Global Positioning System (GPS) logs has accelerated…
Our lab. welcomes 3 new graduate students, and 2 new undergraduate students in April. The member list has been updated.
We have updated the publication page, please check our latest papers from publication page. As well as project page renewal, we also have added recent results of our activities.
If we can visualize and understand the motions of humans and construction machines based on the surrounding information, we can use this information for various applications such as improving work efficiency.In order to achieve this, it is important to appropriately…
Predicting population density transition in urban regions, i.e., urban dynamics, is playing an increasingly important role in many real-world aspects, such as urban planning, emergency management, public services, and commercial activities. Thanks to the rapidly popularized smart devices, a…
Fast and stable driving behavior prediction in the high-dimensional 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…