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1804.08562
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Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery
Industrial Conference on Data Mining (IDM), 2017
23 April 2018
Ali Ziat
E. Delasalles
Ludovic Denoyer
Patrick Gallinari
BDL
AI4TS
AI4CE
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Papers citing
"Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery"
24 / 24 papers shown
Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series Imputation
International Conference on Information and Knowledge Management (CIKM), 2024
Guojun Liang
Prayag Tiwari
Slawomir Nowaczyk
Stefan Byttner
AI4TS
AI4CE
428
16
0
16 May 2024
STEF-DHNet: Spatiotemporal External Factors Based Deep Hybrid Network for Enhanced Long-Term Taxi Demand Prediction
Sheraz Hassan
Muhammad Ahmad Tahir
M. Uppal
Zubair Khalid
Ivan Gorban
Selim Turki
253
2
0
26 Jun 2023
Traffic Prediction using Artificial Intelligence: Review of Recent Advances and Emerging Opportunities
Transportation Research Part C: Emerging Technologies (TRC), 2022
Maryam Shaygan
Collin Meese
Wanxin Li
Xiaoliang (George) Zhao
Mark M. Nejad
263
173
0
31 May 2023
LibCity: A Unified Library Towards Efficient and Comprehensive Urban Spatial-Temporal Prediction
Jiawei Jiang
Chengkai Han
Wenjun Jiang
Wayne Xin Zhao
Jingyuan Wang
AI4TS
AI4CE
626
18
0
27 Apr 2023
FedST: Secure Federated Shapelet Transformation for Time Series Classification
The VLDB journal (VLDB J.), 2023
Zhiyu Liang
Hongzhi Wang
AI4TS
345
4
0
21 Feb 2023
Temporal-Spatial dependencies ENhanced deep learning model (TSEN) for household leverage series forecasting
Hu Yang
Yi Huang
Haijun Wang
Yu Chen
AI4TS
87
1
0
17 Oct 2022
Modeling Oceanic Variables with Dynamic Graph Neural Networks
Caio F. D. Netto
M. R. Barros
Jefferson F. Coelho
L. Freitas
F. M. Moreno
...
M. Dottori
Fabio Gagliardi Cozman
A. H. R. Costa
E. Gomi
E. Tannuri
127
2
0
25 Jun 2022
Predicting Hate Intensity of Twitter Conversation Threads
Knowledge-Based Systems (KBS), 2022
Qing Meng
Tharun Suresh
Roy Ka-wei Lee
Tanmoy Chakraborty
336
23
0
16 Jun 2022
Weighted Graph-Based Signal Temporal Logic Inference Using Neural Networks
Nasim Baharisangari
Kazuma Hirota
Ruixuan Yan
A. Julius
Zhe Xu
235
7
0
16 Sep 2021
Deep Geospatial Interpolation Networks
S. Varshney
Jeetu Kumar
Aditya Tiwari
Rishabh Singh
Venkata M. V. Gunturi
N. C. Krishnan
AI4CE
73
2
0
15 Aug 2021
Forecasting the outcome of spintronic experiments with Neural Ordinary Differential Equations
Nature Communications (Nat Commun), 2021
Xing Chen
Flavio Abreu Araujo
M. Riou
J. Torrejon
D. Ravelosona
W. Kang
Weisheng Zhao
Julie Grollier
D. Querlioz
135
48
0
23 Jul 2021
Spatio-Temporal Neural Network for Fitting and Forecasting COVID-19
Yi-Shuai Niu
Wentao Ding
Junpeng Hu
Wenxu Xu
S. Canu
115
2
0
22 Mar 2021
FeatureNorm: L2 Feature Normalization for Dynamic Graph Embedding
Industrial Conference on Data Mining (IDM), 2020
Menglin Yang
Ziqiao Meng
Irwin King
351
32
0
27 Feb 2021
Deep learning for time series classification
Hassan Ismail Fawaz
BDL
AI4TS
167
48
0
01 Oct 2020
Piece-wise Matching Layer in Representation Learning for ECG Classification
B. Ghazanfari
Fatemeh Afghah
Sixian Zhang
AI4TS
136
0
0
26 Sep 2020
Demystifying Deep Learning in Predictive Spatio-Temporal Analytics: An Information-Theoretic Framework
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Qi Tan
Yang Liu
Jiming Liu
AI4TS
229
9
0
14 Sep 2020
Deep Learning on Traffic Prediction: Methods, Analysis and Future Directions
Xueyan Yin
Genze Wu
Jinze Wei
Yanming Shen
Heng Qi
Baocai Yin
AI4TS
316
47
0
18 Apr 2020
Spatiotemporal Adaptive Neural Network for Long-term Forecasting of Financial Time Series
Philippe Chatigny
Jean-Marc Patenaude
Shengrui Wang
AI4TS
156
5
0
27 Mar 2020
Adaptive Transfer Learning of Multi-View Time Series Classification
Donglin Zhan
Shiyu Yi
Dongli Xu
Xiao Yu
Denglin Jiang
Siqi Yu
Haoting Zhang
Wenfang Shangguan
Weihua Zhang
AI4TS
83
3
0
14 Oct 2019
Forecaster: A Graph Transformer for Forecasting Spatial and Time-Dependent Data
European Conference on Artificial Intelligence (ECAI), 2019
Yongqian Li
J. M. F. Moura
AI4TS
227
38
0
09 Sep 2019
Learning Dynamical Systems from Partial Observations
Ibrahim Ayed
Emmanuel de Bézenac
Arthur Pajot
J. Brajard
Patrick Gallinari
AI4TS
160
94
0
26 Feb 2019
Transfer learning for time series classification
Hassan Ismail Fawaz
Germain Forestier
J. Weber
L. Idoumghar
Pierre-Alain Muller
AI4TS
148
284
0
05 Nov 2018
Deep learning for time series classification: a review
Hassan Ismail Fawaz
Germain Forestier
J. Weber
L. Idoumghar
Pierre-Alain Muller
AI4TS
AI4CE
637
3,015
0
12 Sep 2018
Structured Sequence Modeling with Graph Convolutional Recurrent Networks
International Conference on Neural Information Processing (ICONIP), 2016
Youngjoo Seo
M. Defferrard
P. Vandergheynst
Xavier Bresson
GNN
271
896
0
22 Dec 2016
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