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1812.04783
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Deep Air Quality Forecasting Using Hybrid Deep Learning Framework
12 December 2018
Shengdong Du
Tianrui Li
Yan Yang
S. Horng
AI4TS
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Papers citing
"Deep Air Quality Forecasting Using Hybrid Deep Learning Framework"
32 / 32 papers shown
Real-Time Long Horizon Air Quality Forecasting via Group-Relative Policy Optimization
Inha Kang
Eunki Kim
Wonjeong Ryu
Jaeyo Shin
Seungjun Yu
Yoon-Hee Kang
Seongeun Jeong
Eunhye Kim
Soontae Kim
Hyunjung Shim
53
0
0
27 Nov 2025
Out-of-Sample Hydrocarbon Production Forecasting: Time Series Machine Learning using Productivity Index-Driven Features and Inductive Conformal Prediction
Mohamed Hassan Abdalla Idris
Jakub Marek Cebula
Jebraeel Gholinezhad
Shamsul Masum
Hongjie Ma
OOD
105
0
0
12 Aug 2025
Air Quality Prediction with A Meteorology-Guided Modality-Decoupled Spatio-Temporal Network
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2025
Hang Yin
Yan Zhang
Jian Xu
Jian-Long Chang
Yongbin Li
Cheng-Lin Liu
223
1
0
14 Apr 2025
ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data
AAAI Conference on Artificial Intelligence (AAAI), 2024
Chengsen Wang
Q. Qi
Jingyu Wang
Haifeng Sun
Zirui Zhuang
Jinming Wu
Lei Zhang
Jianxin Liao
AI4TS
267
69
0
16 Dec 2024
Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective
Neural Information Processing Systems (NeurIPS), 2024
Chengsen Wang
Qi Qi
Jingyu Wang
Haifeng Sun
Zirui Zhuang
Jinming Wu
Jianxin Liao
AI4TS
172
24
0
27 Sep 2024
Navigating the Smog: A Cooperative Multi-Agent RL for Accurate Air Pollution Mapping through Data Assimilation
Ichrak Mokhtari
Walid Bechkit
Mohamed Sami Assenine
Hervé Rivano
AI4CE
169
1
0
17 Jul 2024
Spatiotemporal Predictions of Toxic Urban Plumes Using Deep Learning
Yinan Wang
M. G. Fernández-Godino
Nipun Gunawardena
Donald D. Lucas
X. Yue
143
2
0
30 May 2024
WaveCatBoost for Probabilistic Forecasting of Regional Air Quality Data
Jintu Borah
Tanujit Chakraborty
Md. Shahrul Md. Nadzir
Mylene G. Cayetano
Shubhankar Majumdar
164
5
0
08 Apr 2024
ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution
Zhen-Qiang Zhou
Qihe Huang
Binwu Wang
Jianpeng Hou
Kuo Yang
Yuxuan Liang
Yang Wang
AI4TS
214
0
0
04 Mar 2024
Multi-spatial Multi-temporal Air Quality Forecasting with Integrated Monitoring and Reanalysis Data
Yuxiao Hu
Qian Li
Xiaodan Shi
Jinyue Yan
Yuntian Chen
101
2
0
31 Dec 2023
Machine Learning for Urban Air Quality Analytics: A Survey
Jindong Han
Weijiao Zhang
Hao Liu
Hui Xiong
AI4CE
274
17
0
14 Oct 2023
Phased Deep Spatio-temporal Learning for Highway Traffic Volume Prediction
Weilong Ding
Tianpu Zhang
Zhe Wang
AI4TS
143
1
0
11 Aug 2023
Probabilistic Learning of Multivariate Time Series with Temporal Irregularity
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Yijun Li
Cheuk Hang Leung
Qi Wu
AI4TS
305
1
0
15 Jun 2023
Novel Regression and Least Square Support Vector Machine Learning Technique for Air Pollution Forecasting
international journal of engineering trends and technology (IJETT), 2023
M. Dhanalakshmi
V. Radha
AI4TS
48
5
0
11 Jun 2023
HyMo: Vulnerability Detection in Smart Contracts using a Novel Multi-Modal Hybrid Model
M. Khodadadi
J. Tahmoresnezhad
140
6
0
25 Apr 2023
Hybrid Variational Autoencoder for Time Series Forecasting
Knowledge-Based Systems (KBS), 2023
Borui Cai
Shuiqiao Yang
Longxiang Gao
Yong Xiang
BDL
AI4TS
178
31
0
13 Mar 2023
LightCTS: A Lightweight Framework for Correlated Time Series Forecasting
Zhichen Lai
Dalin Zhang
Huan Li
Christian S. Jensen
Hua Lu
Yan Zhao
AI4TS
202
51
0
23 Feb 2023
Dynamic Graph Neural Network with Adaptive Edge Attributes for Air Quality Predictions
Jing Xu
Shuo Wang
N. Ying
Xiao Xiao
Jiang Zhang
Yun Cheng
Zhiling Jin
Gangfeng Zhang
113
0
0
20 Feb 2023
Time Series Forecasting (TSF) Using Various Deep Learning Models
Jimeng Shi
Mahek Jain
Giri Narasimhan
AI4TS
108
44
0
23 Apr 2022
Artificial Intelligence for the Metaverse: A Survey
Engineering applications of artificial intelligence (EAAI), 2022
Thien Huynh-The
Quoc-Viet Pham
Xuan-Qui Pham
Thanh Thi Nguyen
Zhu Han
Dong-Seong Kim
363
490
0
15 Feb 2022
AutoMC: Automated Model Compression based on Domain Knowledge and Progressive search strategy
IEEE International Conference on Data Engineering (ICDE), 2022
Chunnan Wang
Hongzhi Wang
Xiangyu Shi
142
1
0
24 Jan 2022
PlumeCityNet: Multi-Resolution Air Quality Forecasting
Thibaut Cassard
Grégoire Jauvion
Antoine Alléon
B. Quennehen
David Lissmyr
MoE
138
0
0
06 Oct 2021
Deep-AIR: A Hybrid CNN-LSTM Framework for Air Quality Modeling in Metropolitan Cities
Yang Han
Qi Zhang
Victor O.K. Li
Jacqueline C. K. Lam
ViT
HAI
133
20
0
25 Mar 2021
HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method
Jiahui Xu
Ling Chen
Mingqi Lv
Chaoqun Zhan
Sanjian Chen
Jian Chang
AI4CE
136
31
0
12 Jan 2021
Do We Really Need Deep Learning Models for Time Series Forecasting?
Shereen Elsayed
Daniela Thyssens
Ahmed Rashed
H. Jomaa
Lars Schmidt-Thieme
AI4TS
251
141
0
06 Jan 2021
A Novel Hybrid Framework for Hourly PM2.5 Concentration Forecasting Using CEEMDAN and Deep Temporal Convolutional Neural Network
Fuxin Jiang
Chengyuan Zhang
Shaolong Sun
Jingyun Sun
AI4Cl
184
4
0
07 Dec 2020
Explainable Tensorized Neural Ordinary Differential Equations forArbitrary-step Time Series Prediction
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020
Penglei Gao
Xi Yang
Rui Zhang
Kaizhu Huang
AI4TS
191
21
0
26 Nov 2020
High-Resolution Air Quality Prediction Using Low-Cost Sensors
Thibaut Cassard
Grégoire Jauvion
David Lissmyr
94
4
0
22 Jun 2020
Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning
Sungyong Seo
Chuizheng Meng
Sirisha Rambhatla
Yan Liu
AI4CE
339
10
0
15 Jun 2020
PlumeNet: Large-Scale Air Quality Forecasting Using A Convolutional LSTM Network
Antoine Alléon
Grégoire Jauvion
B. Quennehen
David Lissmyr
AI4TS
109
23
0
14 Jun 2020
DeepPlume: Very High Resolution Real-Time Air Quality Mapping
Grégoire Jauvion
Thibaut Cassard
B. Quennehen
David Lissmyr
MoE
72
6
0
14 Feb 2020
Composite Neural Network: Theory and Application to PM2.5 Prediction
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019
M. Yang
Meng Chang Chen
PINN
116
12
0
22 Oct 2019
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