Graph-based Virtual Sensing from Sparse and Partial Multivariate
Observations

Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations

19 February 2024

Vladimir V. Gusev

Papers citing "Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations"

12 / 12 papers shown

Title
Joint Estimation and Prediction of City-wide Delivery Demand: A Large Language Model Empowered Graph-based Learning Approach Tong Nie Junlin He Yuewen Mei Guoyang Qin Guilong Li Jian Sun Wei Ma 69 4 0 30 Aug 2024
Learning Latent Graph Structures and their Uncertainty A. Manenti Daniele Zambon Cesare Alippi BDL 111 1 0 30 May 2024
Kriging Convolutional Networks G. Appleby Linfeng Liu Liping Liu 47 62 0 15 Jun 2023
INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging Chuanpan Zheng Xiaoliang Fan Cheng-i Wang Jianzhong Qi Chaochao Chen Longbiao Chen AI4TS 77 19 0 06 Feb 2023
SAITS: Self-Attention-based Imputation for Time Series Wenjie Du David Cote Yang Liu AI4TS 56 241 0 17 Feb 2022
Spatial Aggregation and Temporal Convolution Networks for Real-time Kriging Yuankai Wu Dingyi Zhuang Mengying Lei A. Labbe Lijun Sun AI4TS 63 25 0 24 Sep 2021
Principles and Algorithms for Forecasting Groups of Time Series: Locality and Globality Pablo Montero-Manso Rob J. Hyndman AI4TS 44 136 0 02 Aug 2020
Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting Lei Bai Lina Yao Can Li Xianzhi Wang Can Wang GNN AI4TS 76 1,169 0 06 Jul 2020
Deep Learning for Spatio-Temporal Data Mining: A Survey Senzhang Wang Jiannong Cao Philip S. Yu AI4TS 58 559 0 11 Jun 2019
CDSA: Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation Jiawei Ma Zheng Shou Alireza Zareian Hassan Mansour A. Vetro Shih-Fu Chang AI4TS 49 62 0 23 May 2019
GAIN: Missing Data Imputation using Generative Adversarial Nets Jinsung Yoon James Jordon M. Schaar GAN 53 1,001 0 07 Jun 2018
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 288 1,924 0 06 Jun 2016