Personal information

Activities

Funding (4)

National Natural Science Foundation of China

2024-01 to 2027-12 | Grant
National Natural Science Foundation of China (Beijing, CN)
GRANT_NUMBER:

72371013

Source: Self-asserted source
Shenghan Zhou

National Natural Science Foundation of China

2019-08 to 2023-12 | Grant
National Natural Science Foundation of China (Beijing, China, CN)
GRANT_NUMBER:

71971013

Source: Self-asserted source
Shenghan Zhou

Aviation Science Foundation of China

Grant
Aviation Science Foundation of China (Beijing, CN)
GRANT_NUMBER:

2017ZG51081

Source: Self-asserted source
Shenghan Zhou

National Natural Science Foundation of China

Grant
National Natural Science Foundation of China (Beijing, CN)
GRANT_NUMBER:

71501007

Source: Self-asserted source
Shenghan Zhou

Works (50 of 66)

Items per page:
Page 1 of 2

An Anomaly Detection Method for UAV Based on Wavelet Decomposition and Stacked Denoising Autoencoder

Aerospace
2024-05-14 | Journal article
Contributors: Shenghan Zhou; Zhao He; Xu Chen; Wenbing Chang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Prediction Hybrid Framework for Air Quality Integrated with W-BiLSTM(PSO)-GRU and XGBoost Methods

Sustainability
2023-11-17 | Journal article
Contributors: Wenbing Chang; Xu Chen; Zhao He; Shenghan Zhou
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Self-Supervised Fault Detection for UAV Based on Unbalanced Flight Data Representation Learning and Wavelet Analysis

Aerospace
2023-03-06 | Journal article
Contributors: Shenghan Zhou; Tianhuai Wang; Linchao Yang; Zhao He; Siting Cao
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A multistep forecasting method for online car-hailing demand based on wavelet decomposition and deep Gaussian process regression

The Journal of Supercomputing
2023-02 | Journal article
Contributors: Wenbing Chang; Ruowen Li; Yu Fu; Yiyong Xiao; Shenghan Zhou
Source: check_circle
Crossref

Short-Term Traffic Flow Prediction of the Smart City Using 5G Internet of Vehicles Based on Edge Computing

IEEE Transactions on Intelligent Transportation Systems
2022 | Journal article
Contributors: Shenghan Zhou; Chaofan Wei; Chaofei Song; Xing Pan; Wenbing Chang; Linchao Yang
Source: check_circle
Crossref

A Study on the Identification of Delayed Delivery Risk Transmission Paths in Multi-Variety and Low-Volume Enterprises Based on Bayesian Network

Applied Sciences
2022-11-24 | Journal article
Contributors: Linchao Yang; Fan Zhang; Anying Liu; Shenghan Zhou; Xiangwei Wu; Fajie Wei
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Short-Term Hybrid TCN-GRU Prediction Model of Bike-Sharing Demand Based on Travel Characteristics Mining

Entropy
2022-08-26 | Journal article
Contributors: Shenghan Zhou; Chaofei Song; Tianhuai Wang; Xing Pan; Wenbing Chang; Linchao Yang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Hybrid Deep Learning Model for Short-Term Traffic Flow Pre-Diction Considering Spatiotemporal Features

Sustainability
2022-08-13 | Journal article
Contributors: Shenghan Zhou; Chaofan Wei; Chaofei Song; Yu Fu; Rui Luo; Wenbing Chang; Linchao Yang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Hybrid Prediction Framework for Water Quality with Integrated W-ARIMA-GRU and LightGBM Methods

Water
2022-04-19 | Journal article
Contributors: Shenghan Zhou; Chaofei Song; Jingjing Zhang; Wenbing Chang; Wenkui Hou; Linchao Yang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Text-Driven Aircraft Fault Diagnosis Model Based on Word2vec and Stacking Ensemble Learning

Aerospace
2021-11-23 | Journal article
Contributors: Shenghan Zhou; Chaofan Wei; Pan Li; Anying Liu; Wenbing Chang; Yiyong Xiao
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

An Unmanned Aerial Vehicle Troubleshooting Mode Selection Method Based on SIF-SVM with Fault Phenomena Text Record

Aerospace
2021-11-15 | Journal article
Contributors: Linchao Yang; Guozhu Jia; Ke Zheng; Fajie Wei; Xing Pan; Wenbing Chang; Shenghan Zhou
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Travel Characteristics Analysis and Traffic Prediction Modeling Based on Online Car-Hailing Operational Data Sets

Entropy
2021-10-04 | Journal article
Contributors: Shenghan Zhou; Bang Chen; Houxiang Liu; Xinpeng Ji; Chaofan Wei; Wenbing Chang; Yiyong Xiao
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Machine-Learning Method of Predicting Vital Capacity Plateau Value for Ventilatory Pump Failure Based on Data Mining

Healthcare
2021-09-30 | Journal article
Contributors: Wenbing Chang; Xinpeng Ji; Liping Wang; Houxiang Liu; Yue Zhang; Bang Chen; Shenghan Zhou
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Public Norms in the Operation Scheme of Urban Rail Transit Express Trains: The Case of the Beijing Changping Line

Sustainability
2021-06-26 | Journal article
Contributors: Shenghan Zhou; Houxiang Liu; Bo Wang; Bang Chen; Yuliang Zhou; Wenbing Chang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Status Set Sequential Pattern Mining Considering Time Windows and Periodic Analysis of Patterns

Entropy
2021-06-11 | Journal article
Contributors: Shenghan Zhou; Houxiang Liu; Bang Chen; Wenkui Hou; Xinpeng Ji; Yue Zhang; Wenbing Chang; Yiyong Xiao
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Prediction of Hypertension Outcomes Based on Gain Sequence Forward Tabu Search Feature Selection and XGBoost

Diagnostics
2021-04-27 | Journal article
Contributors: Wenbing Chang; Xinpeng Ji; Yiyong Xiao; Yue Zhang; Bang Chen; Houxiang Liu; Shenghan Zhou
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Text-Driven Aircraft Fault Diagnosis Model Based on a Word2vec and Priori-Knowledge Convolutional Neural Network

Aerospace
2021-04-14 | Journal article
Contributors: Zhenzhong Xu; Bang Chen; Shenghan Zhou; Wenbing Chang; Xinpeng Ji; Chaofan Wei; Wenkui Hou
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

The CIPCA-BPNN Failure Prediction Method Based on Interval Data Compression and Dimension Reduction

Applied Sciences
2021-04-12 | Journal article
Contributors: Linchao Yang; Guozhu Jia; Fajie Wei; Wenbing Chang; Chen Li; Shenghan Zhou
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Analysis of University Students’ Behavior Based on a Fusion K-Means Clustering Algorithm

Applied Sciences
2020-09-20 | Journal article
Contributors: Wenbing Chang; Xinpeng Ji; Yinglai Liu; Yiyong Xiao; Bang Chen; Houxiang Liu; Shenghan Zhou
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

The continuous maximal covering location problem in large-scale natural disaster rescue scenes

Computers & Industrial Engineering
2020-08 | Journal article
Part of ISSN: 0360-8352
Source: Self-asserted source
Shenghan Zhou

Value of a Machine Learning Approach for Predicting Clinical Outcomes in Young Patients With Hypertension

Hypertension
2020-05 | Journal article
Part of ISSN: 0194-911X
Part of ISSN: 1524-4563
Source: Self-asserted source
Shenghan Zhou

The attribute reduction method modeling and evaluation based on flight parameter data

Neural Computing and Applications
2020-01-18 | Journal article
Contributors: Wenbing Chang; Zhenzhong Xu; Xingxing Xu; Shenghan Zhou; Yang Cheng
Source: check_circle
Crossref

Dynamic Gaming Case of the R-Interdiction Median Problem with Fortification and an MILP-Based Solution Approach

Sustainability
2020-01-13 | Journal article
Contributors: Yiyong Xiao; Pei Yang; Siyue Zhang; Shenghan Zhou; Wenbing Chang; Yue Zhang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A New Hybrid XGBSVM Model: Application for Hypertensive Heart Disease

IEEE Access
2019 | Journal article
Contributors: Wenbing Chang; Yinglai Liu; Xueyi Wu; Yiyong Xiao; Shenghan Zhou; Wen Cao
Source: check_circle
Crossref

Text Similarity Measurement of Semantic Cognition Based on Word Vector Distance Decentralization With Clustering Analysis

IEEE Access
2019 | Journal article
Contributors: Shenghan Zhou; Xingxing Xu; Yinglai Liu; Runfeng Chang; Yiyong Xiao
Source: check_circle
Crossref

Fractional-Order Modeling and Fuzzy Clustering of Improved Artificial Bee Colony Algorithms

IEEE Transactions on Industrial Informatics
2019-11 | Journal article
Contributors: Shenghan Zhou; Xingxing Xu; Zhenzhong Xu; Wenbing Chang; Yiyong Xiao
Source: check_circle
Crossref

A Machine-Learning-Based Prediction Method for Hypertension Outcomes Based on Medical Data

Diagnostics
2019-11-07 | Journal article
Contributors: Wenbing Chang; Yinglai Liu; Yiyong Xiao; Xinglong Yuan; Xingxing Xu; Siyue Zhang; Shenghan Zhou
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Optimal mathematical programming for the warehouse location problem with Euclidean distance linearization

Computers & Industrial Engineering
2019-10 | Journal article
Part of ISSN: 0360-8352
Source: Self-asserted source
Shenghan Zhou

Remaining Useful Life Prediction with Similarity Fusion of Multi-Parameter and Multi-Sample Based on the Vibration Signals of Diesel Generator Gearbox

Entropy
2019-09-03 | Journal article
Contributors: Shenghan Zhou; Xingxing Xu; Yiyong Xiao; Wenbing Chang; Silin Qian; Xing Pan
Source: check_circle
Crossref

Major project risk assessment method based on BP neural network

Discrete & Continuous Dynamical Systems - S
2019-08 | Journal article
Source: Self-asserted source
Shenghan Zhou

Development of energy consumption optimization model for the electric vehicle routing problem with time windows

2019-07 | Journal article
Part of ISSN: 0959-6526
Source: Self-asserted source
Shenghan Zhou
grade
Preferred source (of 3)‎

An Effectiveness Evaluation Model for Satellite Observation and Data-Downlink Scheduling Considering Weather Uncertainties

Remote Sensing
2019-07-08 | Journal article
Contributors: Siyue Zhang; Yiyong Xiao; Pei Yang; Yinglai Liu; Wenbing Chang; Shenghan Zhou
Source: check_circle
Crossref

An Effectiveness Evaluation Model for Satellite Observation and Data-Downlink Scheduling Considering Weather Uncertainties

Remote Sensing
2019-07-08 | Journal article
Part of ISSN: 2072-4292
Source: Self-asserted source
Shenghan Zhou

Modeling the Capacitated Multi-Level Lot-Sizing Problem under Time-Varying Environments and a Fix-and-Optimize Solution Approach

Entropy
2019-04-07 | Journal article
Contributors: Meng You; Yiyong Xiao; Siyue Zhang; Shenghan Zhou; Pei Yang; Xing Pan
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Probability Analysis of Hypertension-Related Symptoms Based on XGBoost and Clustering Algorithm

Applied Sciences
2019-03-22 | Journal article
Contributors: Wenbing Chang; Yinglai Liu; Yiyong Xiao; Xingxing Xu; Shenghan Zhou; Xuefeng Lu; Yang Cheng
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Decision-Making Method based on Mixed Integer Linear Programming and Rough Set: A Case Study of Diesel Engine Quality and Assembly Clearance Data

Sustainability
2019-01 | Journal article | Author
Contributors: Wenbing Chang; Shenghan Zhou; Yalong Wu; Shenghan Zhou; Jingsong Lei; Yiyong Xiao
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

The landing safety prediction model by integrating pattern recognition and Markov chain with flight data

Neural Computing and Applications
2019-01-30 | Journal article
Contributors: Shenghan Zhou; Yuliang Zhou; Zhenzhong Xu; Wenbing Chang; Yang Cheng
Source: check_circle
Crossref

The influence of additive manufacturing on the configuration of make-to-order spare parts supply chain under heterogeneous demand

International Journal of Production Research
2018 | Journal article
Source: Self-asserted source
Shenghan Zhou

A Bayesian Failure Prediction Network Based on Text Sequence Mining and Clustering

Entropy
2018-12 | Journal article | Author
Contributors: Wenbing Chang; Zhenzhong Xu; Meng You; Shenghan Zhou; Yiyong Xiao; Yang Cheng
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Modeling and solving the constrained multi-items lot-sizing problem with time-varying setup cost

Chaos, Solitons & Fractals
2018-11 | Journal article
Contributors: Shenghan Zhou; Yuliang Zhou; Xiaorong Zuo; Yiyong Xiao; Yang Cheng
Source: check_circle
Crossref

Sequential Pattern Mining Algorithm Based on Text Data: Taking the Fault Text Records as an Example

Sustainability
2018-11 | Journal article | Author
Contributors: Xinglong Yuan; Wenbing Chang; Shenghan Zhou; Yang Cheng
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

The Uncapacitatied Dynamic Single-Level Lot-Sizing Problem under a Time-Varying Environment and an Exact Solution Approach

Sustainability
2018-10 | Journal article | Author
Contributors: Yiyong Xiao; Meng You; Xiaorong Zuo; Shenghan Zhou; Xing Pan
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Risk Scenario Generation Based on Importance Measure Analysis

Sustainability
2018-09 | Journal article | Author
Contributors: Xing Pan; Lunhu Hu; Ziling Xin; Shenghan Zhou; Yanmei Lin; Yong Wu
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

A Novel Bearing Multi-Fault Diagnosis Approach Based on Weighted Permutation Entropy and an Improved SVM Ensemble Classifier

Sensors
2018-06 | Journal article
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

A Bayesian Failure Prediction Network Based on Text Sequence Mining and Clustering

ENTROPY
Journal article
Source: Self-asserted source
Shenghan Zhou

A beta-accurate linearization method of Euclidean distance for the facility layout problem with heterogeneous distance metrics

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
Journal article
Source: Self-asserted source
Shenghan Zhou

A forecasting method for Chinese civil planes attendance rate based on vague sets

CHAOS SOLITONS & FRACTALS
Journal article
Source: Self-asserted source
Shenghan Zhou

A Novel Bearing Multi-Fault Diagnosis Approach Based on Weighted Permutation Entropy and an Improved SVM Ensemble Classifier

SENSORS
Journal article
Source: Self-asserted source
Shenghan Zhou

Amyotrophic lateral sclerosis in Beijing: Epidemiologic features and prognosis from 2010 to 2015

BRAIN AND BEHAVIOR
Journal article
Source: Self-asserted source
Shenghan Zhou

An improved TOPSIS with weighted hesitant vague information

CHAOS SOLITONS & FRACTALS
Journal article
Source: Self-asserted source
Shenghan Zhou
Items per page:
Page 1 of 2

Peer review (2 reviews for 1 publication/grant)

Review activity for The journal of supercomputing. (2)