Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2003.05672
Cited By
Time Series Forecasting Using LSTM Networks: A Symbolic Approach
12 March 2020
S. Elsworth
S. Güttel
AI4TS
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Time Series Forecasting Using LSTM Networks: A Symbolic Approach"
23 / 23 papers shown
Title
Applied Machine Learning Methods with Long-Short Term Memory Based Recurrent Neural Networks for Multivariate Temperature Prediction
Bojan Lukić
73
0
0
08 Mar 2025
Quantized symbolic time series approximation
Erin Carson
Xinye Chen
Cheng Kang
AI4TS
169
0
0
20 Nov 2024
LTSM-Bundle: A Toolbox and Benchmark on Large Language Models for Time Series Forecasting
Yu-Neng Chuang
Songchen Li
Jiayi Yuan
Guanchu Wang
Kwei-Herng Lai
...
Sirui Ding
Qiaoyu Tan
Daochen Zha
Daochen Zha
Xia Hu
AI4TS
63
1
0
20 Jun 2024
Advancing Long-Term Multi-Energy Load Forecasting with Patchformer: A Patch and Transformer-Based Approach
Qiuyi Hong
Fanlin Meng
Felipe Maldonado
AI4TS
42
1
0
16 Apr 2024
Tree-based Learning for High-Fidelity Prediction of Chaos
Adam Giammarese
Kamal Rana
Erik Bollt
Nishant Malik
59
1
0
12 Mar 2024
Joint symbolic aggregate approximation of time series
Xinye Chen
AI4TS
82
2
0
30 Dec 2023
Deep State-Space Model for Predicting Cryptocurrency Price
Shalini Sharma
A. Majumdar
Émilie Chouzenoux
Victor Elvira
71
0
0
21 Nov 2023
Message Propagation Through Time: An Algorithm for Sequence Dependency Retention in Time Series Modeling
Shaoming Xu
A. Khandelwal
Arvind Renganathan
Vipin Kumar
AI4TS
56
1
0
28 Sep 2023
A Decision Making Framework for Recommended Maintenance of Road Segments
Haoyu Sun
Yan Yan
22
0
0
19 Jul 2023
Spatio-temporal DeepKriging for Interpolation and Probabilistic Forecasting
Pratik Nag
Ying Sun
Brian J. Reich
57
18
0
20 Jun 2023
ASTRIDE: Adaptive Symbolization for Time Series Databases
Sylvain W. Combettes
Charles Truong
L. Oudre
AI4TS
43
0
0
08 Feb 2023
Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications
Shaoming Xu
A. Khandelwal
Xiang Li
X. Jia
Licheng Liu
...
Kelly Cutler
M. Steinbach
Christopher J. Duffy
John L. Nieber
Vipin Kumar
27
3
0
15 Oct 2022
Predicting Hate Intensity of Twitter Conversation Threads
Qing Meng
Tharun Suresh
Roy Ka-wei Lee
Tanmoy Chakraborty
124
20
0
16 Jun 2022
FedREP: Towards Horizontal Federated Load Forecasting for Retail Energy Providers
Muhammad Akbar Husnoo
A. Anwar
N. Hosseinzadeh
S. Islam
A. N. Mahmood
R. Doss
83
24
0
01 Mar 2022
An efficient aggregation method for the symbolic representation of temporal data
Xinye Chen
S. Güttel
AI4TS
56
15
0
14 Jan 2022
LATTE: LSTM Self-Attention based Anomaly Detection in Embedded Automotive Platforms
Vipin Kumar Kukkala
S. V. Thiruloga
S. Pasricha
64
24
0
12 Jul 2021
A comparison of LSTM and GRU networks for learning symbolic sequences
Roberto Cahuantzi
Xinye Chen
S. Güttel
96
142
0
05 Jul 2021
Synthesis of standard 12-lead electrocardiograms using two dimensional generative adversarial network
Yu-He Zhang
S. Babaeizadeh
GAN
38
22
0
02 Jun 2021
Dominant motion identification of multi-particle system using deep learning from video
Yayati Jadhav
Amir Barati Farimani
116
5
0
26 Apr 2021
Boosted Embeddings for Time Series Forecasting
Sankeerth Rao Karingula
Nandini Ramanan
Rasool Tahsambi
Mehrnaz Amjadi
Deokwoo Jung
Ricky Si
Charanraj Thimmisetty
Luisa Polania Cabrera
Marjorie Sayer
C. Coelho
AI4TS
61
15
0
10 Apr 2021
Short-Term Forecasting COVID-19 Cases In Turkey Using Long Short-Term Memory Network
Selahattin Serdar Helli
Çagkan Demirci
Onur Çoban
A. Hamamci
19
5
0
14 Sep 2020
ABBA: Adaptive Brownian bridge-based symbolic aggregation of time series
S. Elsworth
S. Güttel
AI4TS
69
31
0
27 Mar 2020
Wavelet-based temporal models of human activity for anomaly detection in smart robot-assisted environments
M. Fernández-Carmona
Sariah Mghames
Nicola Bellotto
69
0
0
26 Feb 2020
1