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Xiaorui Shao
Institution:
Guizhou University
Observed institutions:
Guizhou University,
Pukyong National University
ORCID:
0000-0001-5454-6920
Observed ORCID:
0000-0001-5454-6920
OpenAlex ID:
A5015225167
Adaptive multi-scale attention convolution neural network for cross-domain fault diagnosis
2023
·
Xiaorui Shao
, Chang-Soo Kim
·
Expert Systems with Applications
·
102
Accurate Deep Model for Electricity Consumption Forecasting Using Multi-Channel and Multi-Scale Feature Fusion CNN–LSTM
2020
·
Xiaorui Shao
, Chang-Soo Kim
, et al.
·
Energies
·
81
PDF
Multi-Step Short-Term Power Consumption Forecasting Using Multi-Channel LSTM With Time Location Considering Customer Behavior
2020
·
Xiaorui Shao
, Chang Soo Kim
·
IEEE Access
·
72
PDF
Domain Fusion CNN-LSTM for Short-Term Power Consumption Forecasting
2020
·
Xiaorui Shao
, Chen Pu
, et al.
·
IEEE Access
·
61
PDF
Unsupervised Domain Adaptive 1D-CNN for Fault Diagnosis of Bearing
2022
·
Xiaorui Shao
, Chang-Soo Kim
·
Sensors
·
54
PDF
A Hybrid Deep Learning Scheme for Multi-Channel Sleep Stage Classification
2021
·
Xiaorui Shao
, Chang Soo Kim
·
Computers, materials & continua/Computers, materials & continua (Print)
·
30
Accurate Multi-Scale Feature Fusion CNN for Time Series Classification in Smart Factory
2020
·
Xiaorui Shao
, Chang Soo Kim
, et al.
·
Computers, materials & continua/Computers, materials & continua (Print)
·
30
DSMT-1DCNN: Densely supervised multitask 1DCNN for fault diagnosis
2024
·
Xiaorui Shao
, De Li
, et al.
·
Knowledge-Based Systems
·
22
Fault Diagnosis of Bearing Based on Convolutional Neural Network Using Multi-Domain Features
2021
·
Xiaorui Shao
, Lijiang Wang
, et al.
·
KSII Transactions on Internet and Information Systems
·
19
PDF
Accurate Multi-Site Daily-Ahead Multi-Step PM2.5 Concentrations Forecasting Using Space-Shared CNN-LSTM
2021
·
Xiaorui Shao
, Chang Soo Kim
·
Computers, materials & continua/Computers, materials & continua (Print)
·
18
PDF
A Study on Customers’ Sentiment Analysis Based on Big Data Using Twitter Data
2019
·
Xiaorui Shao
, Chang-So Kim
, et al.
·
International Journal of Computer Theory and Engineering
·
16
PDF
GAILS: an effective multi-object job shop scheduler based on genetic algorithm and iterative local search
2024
·
Xiaorui Shao
, Fuladi Shubhendu Kshitij
, et al.
·
Scientific Reports
·
12
PDF
An Adaptive Job Shop Scheduler Using Multilevel Convolutional Neural Network and Iterative Local Search
2022
·
Xiaorui Shao
, Chang Soo Kim
·
IEEE Access
·
12
PDF
Self-Supervised Long-Short Term Memory Network for Solving Complex Job Shop Scheduling Problem
2021
·
Xiaorui Shao
, Chang Soo Kim
·
KSII Transactions on Internet and Information Systems
·
12
PDF
DL-MSCNN: a general and lightweight framework for fault diagnosis with limited training samples
2023
·
Xiaorui Shao
, Ahyoung Lee
, et al.
·
Journal of Intelligent Manufacturing
·
7
Traffic Accident Time Series Prediction Model Based on Combination of ARIMA and BP and SVM
2019
·
Xiaorui Shao
, Lester L Boey
, et al.
·
Journal of Traffic and Logistics Engineering
·
7
TFFS: A trainable federal fusion strategy for multistep time series forecasting
2024
·
Xiaorui Shao
, Chang-Soo Kim
·
Information Sciences
·
6
Highly Accurate Short-Term Gas Consumption and Elapsed Time Forecasting Using Multi-Channel Deep Neural Network
2021
·
Yeonjee Choi
, Xiaorui Shao
, et al.
·
IEEE Access
·
5
Multi-branch global Transformer‐assisted network for fault diagnosis
2025
·
Xiaorui Shao
, Chang-Soo Kim
·
Applied Soft Computing
·
4
EnergyFormer: dual-supervised adaptive multi-scale Transformer for multistep energy forecasting
2025
·
Xiaorui Shao
, Ruizhang Huang
, et al.
·
Expert Systems with Applications
·
3
A Novel and Effective University Course Scheduler Using Adaptive Parallel Tabu Search and Simulated Annealing
2024
·
Xiaorui Shao
, Su Yeon Lee
, et al.
·
KSII Transactions on Internet and Information Systems
·
2
Fault Detection of Electric Vehicle Charging Pile on Basis of CNN-LSTM
2018
·
Xiaorui Shao
, Chang-Soo Kim
·
1
Multi-step Industrial Energy Consumption Forecasting with Heterogeneous Feature Grouping and Direct Multi-Output Strategy
2026
·
Yue Qin
, Jianming Yang
, et al.
·
IEEE International Conference on Pattern Recognition, Machine Vision and Artificial Intelligence (PRMVAI)
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Works count:
23
Citation count:
576
H-index:
12
I10-index:
14
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