Revisiting the Modifiable Areal Unit Problem in Deep Traffic Prediction
with Visual Analytics

Revisiting the Modifiable Areal Unit Problem in Deep Traffic Prediction with Visual Analytics

30 July 2020

Cagatay Turkay

Papers citing "Revisiting the Modifiable Areal Unit Problem in Deep Traffic Prediction with Visual Analytics"

9 / 9 papers shown

Title
TrafPS: A Shapley-based Visual Analytics Approach to Interpret Traffic Zezheng Feng Yifan Jiang Hongjun Wang Z. Fan Yuxin Ma Shuang-Hua Yang Huamin Qu Xuan Song 29 0 0 07 Mar 2024
T-PickSeer: Visual Analysis of Taxi Pick-up Point Selection Behavior Shuxian Gu Yemo Dai Zezheng Feng Yong Wang Haipeng Zeng 16 1 0 28 Oct 2023
Cluster-Aware Grid Layout Yuxing Zhou Weikai Yang Jiashu Chen Changjian Chen Z. Shen Xiaonan Luo Lingyun Yu Shixia Liu 23 5 0 07 Aug 2023
TimeTuner: Diagnosing Time Representations for Time-Series Forecasting with Counterfactual Explanations Jianing Hao Qing Shi Yilin Ye Weizhen Zeng AI4TS 42 2 0 19 Jul 2023
A Visual Analytics System for Improving Attention-based Traffic Forecasting Models Seungmin Jin Hyunwoo Lee Cheonbok Park Hyeshin Chu Yunwon Tae Jaegul Choo Sungahn Ko 20 14 0 08 Aug 2022
TrafPS: A Visual Analysis System Interpreting Traffic Prediction in Shapley Yifan Jiang Zezheng Feng Hongjun Wang Z. Fan Xuan Song FAtt 11 0 0 11 Mar 2022
Spatiotemporal Data Mining: A Survey on Challenges and Open Problems Ali Hamdi Khaled Shaban A. Erradi Amr Mohamed Shakila Khan Rumi Flora D. Salim AI4TS 26 98 0 31 Mar 2021
Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction Wei Zeng Chengqiao Lin Kang Liu Juncong Lin A. Tung 23 14 0 08 Jan 2021
Analyzing the Noise Robustness of Deep Neural Networks Kelei Cao Mengchen Liu Hang Su Jing Wu Jun Zhu Shixia Liu AAML 54 89 0 26 Jan 2020