Search Results for author: Luoxiao Yang

Found 3 papers, 2 papers with code

Your time series is worth a binary image: machine vision assisted deep framework for time series forecasting

1 code implementation28 Feb 2023 Luoxiao Yang, Xinqi Fan, Zijun Zhang

To address this challenge, this paper proposes a novel machine vision assisted deep time series analysis (MV-DTSA) framework.

Time Series Time Series Forecasting

Rubik's Cube Operator: A Plug And Play Permutation Module for Better Arranging High Dimensional Industrial Data in Deep Convolutional Processes

no code implementations24 Mar 2022 Luoxiao Yang, Zhong Zheng, Zijun Zhang

The convolutional neural network (CNN) has been widely applied to process the industrial data based tensor input, which integrates data records of distributed industrial systems from the spatial, temporal, and system dynamics aspects.

Rubik's Cube

Generative Wind Power Curve Modeling Via Machine Vision: A Self-learning Deep Convolutional Network Based Method

2 code implementations19 Aug 2021 Luoxiao Yang, Long Wang, Zijun Zhang

First, different from traditional studies regarding the WPC modeling as a curve fitting problem, in this paper, we renovate the WPC modeling formulation from a machine vision aspect.

Benchmarking Synthetic Data Generation

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