7 citations · 7 across the 4 of their papers we have counts for
4 papers
Multiple Areal Feature Aware Transportation Demand Prediction
Sumin Han, Jisun An, Youngjun Park +3
A reliable short-term transportation demand prediction supports the authorities in improving the capability of systems by optimizing schedules, adjusting fleet sizes, and generatin…
Spatio-Temporal Road Traffic Prediction using Real-time Regional Knowledge
Sumin Han, Jisun An, Dongman Lee
For traffic prediction in transportation services such as car-sharing and ride-hailing, mid-term road traffic prediction (within a few hours) is considered essential. However, the…
DOO-RE: A dataset of ambient sensors in a meeting room for activity recognition
Hyunju Kim, Geon Kim, Taehoon Lee +2
With the advancement of IoT technology, recognizing user activities with machine learning methods is a promising way to provide various smart services to users. High-quality data w…
Enhancing Spatiotemporal Traffic Prediction through Urban Human Activity Analysis
Sumin Han, Youngjun Park, Minji Lee +2
Traffic prediction is one of the key elements to ensure the safety and convenience of citizens. Existing traffic prediction models primarily focus on deep learning architectures to…