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An efficient aggregation method for the symbolic representation of
  temporal data

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
ArXiv (abs)PDFHTML

Papers citing "An efficient aggregation method for the symbolic representation of temporal data"

7 / 7 papers shown
Quantized symbolic time series approximation
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
ABBA-VSM: Time Series Classification using Symbolic Representation on the EdgeInternational 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
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
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
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
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
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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