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An efficient aggregation method for the symbolic representation of temporal data
ACM Transactions on Knowledge Discovery from Data (TKDD), 2022
14 January 2022
Xinye Chen
S. Güttel
AI4TS
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Papers citing
"An efficient aggregation method for the symbolic representation of temporal data"
7 / 7 papers shown
Quantized symbolic time series approximation
Erin Carson
Xinye Chen
Cheng Kang
AI4TS
504
1
0
20 Nov 2024
ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge
International Conference on Service Oriented Computing (ICSOC), 2024
Meerzhan Kanatbekova
Shashikant Ilager
Ivona Brandić
276
1
0
14 Oct 2024
PrivShape: Extracting Shapes in Time Series under User-Level Local Differential Privacy
Yulian Mao
Qingqing Ye
Haibo Hu
Qi Wang
Kai Huang
AI4TS
210
8
0
05 Apr 2024
Joint symbolic aggregate approximation of time series
Xinye Chen
AI4TS
281
5
0
30 Dec 2023
Time-to-Pattern: Information-Theoretic Unsupervised Learning for Scalable Time Series Summarization
Alireza Ghods
T. Hoang
Diane J. Cook
AI4TS
118
0
0
26 Aug 2023
ASTRIDE: Adaptive Symbolization for Time Series Databases
Sylvain W. Combettes
Charles Truong
L. Oudre
AI4TS
146
0
0
08 Feb 2023
Persistence-Based Discretization for Learning Discrete Event Systems from Time Series
Lénaïg Cornanguer
C. Largouët
L. Rozé
Alexandre Termier
AI4TS
100
0
0
12 Jan 2023
1
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