output
20092022
most citedKST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting

199 citations

6 papers

cs.CV2022★ 6 cited

Automated Dominative Subspace Mining for Efficient Neural Architecture Search

Yaofo Chen, Yong Guo, Daihai Liao +4

Neural Architecture Search (NAS) aims to automatically find effective architectures within a predefined search space. However, the search space is often extremely large. As a resul…

cs.LG2020★ 199 cited

KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting

Jiawei Zhu, Xin Han, Hanhan Deng +5

While considering the spatial and temporal features of traffic, capturing the impacts of various external factors on travel is an essential step towards achieving accurate traffic…

physics.med-ph2020★ 16 cited

Biomechanical monitoring and machine learning for the detection of lying postures

Silvia Caggiari, Peter Worsley, Yohan Payan +2

Background: Pressure mapping technology has been adapted to monitor over prolonged periods to evaluate pressure ulcer risk in individuals during extended lying postures. However, t…

physics.flu-dyn2018★ 13 cited

Analysis of vortex breakdown in an enclosed cylinder based on the energy gradient theory

Meina Xiao, Hua-Shu Dou, Chuanyu Wu +5

Numerical simulation is carried out to study the phenomenon of vortex breakdown in an enclosed cylinder. The energy gradient theory is used to explain the vortex breakdown in the c…

cs.MM2016★ 1 cited

Multiple Watermarking Algorithm Based on Spread Transform Dither Modulation

Xinchao Li, Ju Liu, Jiande Sun +2

Multiple watermarking technique, embedding several watermarks in one carrier, has enabled many interesting applications. In this study, a novel multiple watermarking algorithm is p…

cs.MM2009

Gradient-based adaptive interpolation in super-resolution image restoration

Jinyu Chu, Ju Liu, Jianping Qiao +2

This paper presents a super-resolution method based on gradient-based adaptive interpolation. In this method, in addition to considering the distance between the interpolated pixel…