ABBA: Adaptive Brownian bridge-based symbolic aggregation of time series

27 March 2020

Papers citing "ABBA: Adaptive Brownian bridge-based symbolic aggregation of time series"

10 / 10 papers shown

Title
Signal, Image, or Symbolic: Exploring the Best Input Representation for Electrocardiogram-Language Models Through a Unified Framework William Jongwon Han Chaojing Duan Zhepeng Cen Yihang Yao Xiaoyu Song Atharva Mhaskar Dylan Leong Michael A. Rosenberg Emerson Liu Ding Zhao 61 0 0 24 May 2025
ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling William Jongwon Han Chaojing Duan M. Rosenberg Emerson Liu Ding Zhao 138 1 0 18 Dec 2024
Quantized symbolic time series approximation Erin Carson Xinye Chen Cheng Kang AI4TS 169 0 0 20 Nov 2024
ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge Meerzhan Kanatbekova Shashikant Ilager Ivona Brandić 66 0 0 14 Oct 2024
Joint symbolic aggregate approximation of time series Xinye Chen AI4TS 67 2 0 30 Dec 2023
SymED: Adaptive and Online Symbolic Representation of Data on the Edge Daniel Hofstätter Shashikant Ilager Ivan Lujic Ivona Brandić 38 3 0 06 Sep 2023
ASTRIDE: Adaptive Symbolization for Time Series Databases Sylvain W. Combettes Charles Truong L. Oudre AI4TS 38 0 0 08 Feb 2023
Data-driven prognostics based on time-frequency analysis and symbolic recurrent neural network for fuel cells under dynamic load Chu Wang M. Dou Zhongliang Li R. Outbib Dongdong Zhao Jian Zuo Yuanlin Wang Bin Liang Peng Wang 44 40 0 03 Feb 2023
An efficient aggregation method for the symbolic representation of temporal data Xinye Chen S. Güttel AI4TS 48 15 0 14 Jan 2022
Time Series Forecasting Using LSTM Networks: A Symbolic Approach S. Elsworth S. Güttel AI4TS 63 107 0 12 Mar 2020