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2410.10041
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Are KAN Effective for Identifying and Tracking Concept Drift in Time Series?
13 October 2024
Kunpeng Xu
Lifei Chen
Shengrui Wang
AI4TS
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Papers citing
"Are KAN Effective for Identifying and Tracking Concept Drift in Time Series?"
10 / 10 papers shown
StruSR: Structure-Aware Symbolic Regression with Physics-Informed Taylor Guidance
Yunpeng Gong
Sihan Lan
Can Yang
Kunpeng Xu
Min Jiang
128
1
0
08 Oct 2025
Combinations of Fast Activation and Trigonometric Functions in Kolmogorov-Arnold Networks
Hoang-Thang Ta
Duy-Quy Thai
Phuong-Linh Tran-Thi
96
0
0
16 Aug 2025
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction
Cunhang Fan
Sheng Zhang
Jingjing Zhang
Enrui Liu
Xinhui Li
Minggang Zhao
Zhao Lv
227
2
0
10 Jul 2025
iTFKAN: Interpretable Time Series Forecasting with Kolmogorov-Arnold Network
Ziran Liang
Rui An
Wenqi Fan
Yanghui Rao
Yuxuan Liang
AI4TS
322
2
0
23 Apr 2025
Exploring Adversarial Transferability between Kolmogorov-arnold Networks
Songping Wang
Xinquan Yue
Yueming Lyu
Caifeng Shan
AAML
410
3
0
08 Mar 2025
Geometric Kolmogorov-Arnold Superposition Theorem
Francesco Alesiani
Takashi Maruyama
Henrik Christiansen
Viktor Zaverkin
354
1
0
23 Feb 2025
Towards Robust Nonlinear Subspace Clustering: A Kernel Learning Approach
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2025
Kunpeng Xu
Lifei Chen
Shengrui Wang
287
5
0
10 Jan 2025
Journey into Automation: Image-Derived Pavement Texture Extraction and Evaluation
Bingjie Lu
Han-Cheng Dan
Yichen Zhang
Zhetao Huang
276
8
0
05 Jan 2025
Analyzing the factors that are involved in length of inpatient stay at the hospital for diabetes patients
Jorden Lam
Kunpeng Xu
185
1
0
07 Jun 2024
KAN: Kolmogorov-Arnold Networks
Ziming Liu
Yixuan Wang
Sachin Vaidya
Fabian Ruehle
James Halverson
Marin Soljacic
Thomas Y. Hou
Max Tegmark
972
1,216
0
30 Apr 2024
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