Concepedia

Qiang Shang

QS

10

Publications

308

Citations

10

H-Index

2015

Active since

Affiliations

Shandong University of Technology(Current)

Jilin University

State Key Laboratory of Automotive Simulation and Control

Qiang Shang is an author at Shandong University of Technology specializing in data science, engineering, and predictive analytics.

Top concepts

EngineeringData SciencePredictive AnalyticsComputer ScienceMachine LearningTransportation EngineeringPattern RecognitionData MiningStatisticsForecasting

Publications per year

2015–2023

10

Publications

10

An Imputation Method for Missing Traffic Data Based on FCM Optimized by PSO-SVR

Qiang Shang, Zhaosheng Yang, Song Gao et al. · Journal of Advanced Transportation · 2018 · 75 citations · Full text

Transport Network Analysis, Engineering, Imputation Methods +16

A Hybrid Method for Traffic Incident Duration Prediction Using BOA-Optimized Random Forest Combined with Neighborhood Components Analysis

Qiang Shang, Derong Tan, Song Gao et al. · Journal of Advanced Transportation · 2019 · 52 citations · Full text

Traffic Theory, Engineering, Machine Learning +21

A Hybrid Method for Traffic Incident Detection Using Random Forest-Recursive Feature Elimination and Long Short-Term Memory Network With Bayesian Optimization Algorithm

Qiang Shang, Linlin Feng, Song Gao · IEEE Access · 2020 · 42 citations · Full text

Engineering, Machine Learning, Mining Methods +18

A Hybrid Short-Term Traffic Flow Prediction Model Based on Singular Spectrum Analysis and Kernel Extreme Learning Machine

Qiang Shang, Ciyun Lin, Zhaosheng Yang et al. · PLoS ONE · 2016 · 41 citations · Full text

Traffic Theory, Engineering, Machine Learning +13

Short-Term Traffic Flow Local Prediction Based on Combined Kernel Function Relevance Vector Machine Model

Qichun Bing, Bowen Gong, Zhaosheng Yang et al. · Mathematical Problems in Engineering · 2015 · 22 citations · Full text

Search Optimization, Engineering, Machine Learning +18

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