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Kolmogorov-Arnold Recurrent Network for Short Term Load Forecasting Across Diverse Consumers

Kolmogorov-Arnold Recurrent Network for Short Term Load Forecasting Across Diverse Consumers

12 January 2025
Muhammad Umair Danish
Katarina Grolinger
    AI4TS
ArXiv (abs)PDFHTML

Papers citing "Kolmogorov-Arnold Recurrent Network for Short Term Load Forecasting Across Diverse Consumers"

9 / 9 papers shown
Title
Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies
Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies
Yizhou Ma
Zhuoqin Yang
Luis-Daniel Ibáñez
177
0
0
12 May 2025
AF-KAN: Activation Function-Based Kolmogorov-Arnold Networks for Efficient Representation Learning
Hoang-Thang Ta
Anh Tran
121
0
0
08 Mar 2025
Leveraging Hypernetworks and Learnable Kernels for Consumer Energy Forecasting Across Diverse Consumer Types
Leveraging Hypernetworks and Learnable Kernels for Consumer Energy Forecasting Across Diverse Consumer Types
Muhammad Umair Danish
Katarina Grolinger
AI4TS
152
4
0
07 Feb 2025
Efficient Denial of Service Attack Detection in IoT using Kolmogorov-Arnold Networks
Efficient Denial of Service Attack Detection in IoT using Kolmogorov-Arnold Networks
Oleksandr Kuznetsov
120
0
0
03 Feb 2025
Interval Load Forecasting for Individual Households in the Presence of
  Electric Vehicle Charging
Interval Load Forecasting for Individual Households in the Presence of Electric Vehicle Charging
Raiden Skala
M. A. T. Elgalhud
Katarina Grolinger
Syed Mir
48
9
0
05 Jun 2023
Short-Term Electricity Load Forecasting Using the Temporal Fusion
  Transformer: Effect of Grid Hierarchies and Data Sources
Short-Term Electricity Load Forecasting Using the Temporal Fusion Transformer: Effect of Grid Hierarchies and Data Sources
Elena Giacomazzi
Felix Haag
K. Hopf
70
29
0
17 May 2023
Are Transformers Effective for Time Series Forecasting?
Are Transformers Effective for Time Series Forecasting?
Ailing Zeng
Mu-Hwa Chen
L. Zhang
Qiang Xu
AI4TS
188
1,841
0
26 May 2022
A Survey of Convolutional Neural Networks: Analysis, Applications, and
  Prospects
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects
Zewen Li
Wenjie Yang
Shouheng Peng
Fan Liu
HAI3DV
159
2,793
0
01 Apr 2020
Attention Is All You Need
Attention Is All You Need
Ashish Vaswani
Noam M. Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan Gomez
Lukasz Kaiser
Illia Polosukhin
3DV
983
133,557
0
12 Jun 2017
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