Data-Centric Epidemic Forecasting: A Survey

Data-Centric Epidemic Forecasting: A Survey

19 July 2022

Alexander Rodríguez

Harshavardhan Kamarthi

Papers citing "Data-Centric Epidemic Forecasting: A Survey"

12 / 12 papers shown

Title
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks Z. Liu Xiaoda Wang Bohan Wang Zijie Huang Carl Yang Wei-dong Jin AI4TS AI4CE 50 0 0 29 Mar 2025
MP-PINN: A Multi-Phase Physics-Informed Neural Network for Epidemic Forecasting T. Nguyen D. Nguyen K. Pham T. Tran 24 0 0 11 Nov 2024
Survey and Taxonomy: The Role of Data-Centric AI in Transformer-Based Time Series Forecasting Jingjing Xu Caesar Wu Yuan-Fang Li Grégoire Danoy Pascal Bouvry AI4TS 24 1 0 29 Jul 2024
A Review of Graph Neural Networks in Epidemic Modeling Zewen Liu Guancheng Wan B. A. Prakash Max S. Y. Lau Wei-dong Jin AI4CE 23 36 0 28 Mar 2024
PEMS: Pre-trained Epidemic Time-series Models Harshavardhan Kamarthi B. A. Prakash AI4TS 8 2 0 14 Nov 2023
Performative Time-Series Forecasting Zhiyuan Zhao Alexander Rodríguez B. Prakash AI4TS 21 4 0 09 Oct 2023
Differentiable Agent-based Epidemiology Ayush Chopra Alexander Rodríguez J. Subramanian Arnau Quera-Bofarull Balaji Krishnamurthy B. Prakash Ramesh Raskar AI4CE 16 19 0 20 Jul 2022
EINNs: Epidemiologically-informed Neural Networks Alexander Rodríguez Jiaming Cui Naren Ramakrishnan B. Adhikari B. Prakash 12 28 0 21 Feb 2022
Deep diffusion-based forecasting of COVID-19 by incorporating network-level mobility information Padmaksha Roy Shailik Sarkar Subhodip Biswas Fanglan Chen Zhiqian Chen Naren Ramakrishnan Chang-Tien Lu DiffM 17 8 0 09 Nov 2021
CAMul: Calibrated and Accurate Multi-view Time-Series Forecasting Harshavardhan Kamarthi Lingkai Kong Alexander Rodríguez Chao Zhang B. Prakash AI4TS 33 17 0 15 Sep 2021
Predicting Infectiousness for Proactive Contact Tracing Yoshua Bengio Prateek Gupta Tegan Maharaj Nasim Rahaman Martin Weiss ... Irina Rish Bernhard Schölkopf Abhinav Sharma Jian Tang Andrew Robert Williams 24 14 0 23 Oct 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 237 11,568 0 09 Mar 2017