284 citations · 609 across the 26 of their papers we have counts for
Showing 2023 · cs.LGShow all
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cs.LG2023
Sequential three-way decisions with a single hidden layer feedforward neural network
Youxi Wu, Shuhui Cheng, Yan Li +2
The three-way decisions strategy has been employed to construct network topology in a single hidden layer feedforward neural network (SFNN). However, this model has a general perfo…
cs.LG2023★ 2 cited
Eco-PiNN: A Physics-informed Neural Network for Eco-toll Estimation
Yan Li, Mingzhou Yang, Matthew Eagon +4
The eco-toll estimation problem quantifies the expected environmental cost (e.g., energy consumption, exhaust emissions) for a vehicle to travel along a path. This problem is impor…
cs.LG2023★ 37 cited
Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement
Yan Li, Xinjiang Lu, Yaqing Wang +1
Time series forecasting has been a widely explored task of great importance in many applications. However, it is common that real-world time series data are recorded in a short tim…