A Multi-scale Time-series Dataset with Benchmark for Machine Learning in
Decarbonized Energy Grids

A Multi-scale Time-series Dataset with Benchmark for Machine Learning in Decarbonized Energy Grids

12 October 2021

Xiangtian Zheng

Yan Liu

Papers citing "A Multi-scale Time-series Dataset with Benchmark for Machine Learning in Decarbonized Energy Grids"

4 / 4 papers shown

Title
Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments Anushiya Arunan Yan Qin Xiaoli Li Yuen Chau AI4TS 23 0 0 03 May 2025
Energy System Digitization in the Era of AI: A Three-Layered Approach towards Carbon Neutrality Le Xie Tong Huang Xiangtian Zheng Yan Liu M. Wang V. Vittal P. Kumar S. Shakkottai Yi Cui MedIm AI4CE 10 10 0 02 Nov 2022
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 169 3,876 0 14 Dec 2020
InceptionTime: Finding AlexNet for Time Series Classification Hassan Ismail Fawaz Benjamin Lucas Germain Forestier Charlotte Pelletier Daniel F. Schmidt J. Weber Geoffrey I. Webb L. Idoumghar Pierre-Alain Muller Franccois Petitjean AI4TS 85 1,072 0 11 Sep 2019