杜孝平｜北京航空航天大学｜学者主页

期刊论文

2025

System-Level Uncertainty Quantification with Multiple Machine Learning Models: A Theoretical Framework

Xiaoping Du

arXiv.org

DOI

2025

Accounting for Uncertainty in Machine Learning Surrogates: A Gauss-Hermite Quadrature Approach to Reliability Analysis

Amirreza Tootchi, Xiaoping Du

arXiv.org

DOI

2025

Uncertainty Quantification for Machine Learning-Based Prediction: A Polynomial Chaos Expansion Approach for Joint Model and Input Uncertainty Propagation

Xiaoping Du

arXiv.org

DOI

2023

Accounting for Machine Learning Prediction Errors in Design

Xiaoping Du

Journal of Mechanical Design

DOI

2022

预算约束和截止时间敏感的高能效云工作流调度

张雪峰，杜孝平，王晓健，王哲

《计算机工程与设计》

2021

基于引力搜索机制的数据聚类及特征选择算法

张雪峰，杜孝平，王晓健，王哲

《计算机工程与设计》

DOI

2021

Cloud Control System Architectures, Technologies and Applications on Intelligent and Connected Vehicles: a Review

Wenbo Chu, Wuniri Qiqige, Xiaoping Du, Qiuchi Xiong, Tai Huang, Keqiang Li

Chinese Journal of Mechanical Engineering

DOI

2021

A priority tree based coordination method for intelligent and connected vehicles at unsignalized intersections

Lv Dongxin, Wuniri Qiqige, Chu Wenbo, Huilong Yu, Xiaoping Du

IET Intelligent Transport Systems

DOI

2021

A Color Histogram Based Large Motion Trend Fusion Algorithm for Vehicle Tracking

Yankun Yin, Xiaoping Du, Chu Wenbo, Wuniri Qiqige

IEEE Access

DOI

2020

Coordinated Control Algorithm at Non-Recurrent Freeway Bottlenecks for Intelligent and Connected Vehicles

Xiaoping Du, Lv Dongxin, Shen Li, Wuniri Qiqige, Chu Wenbo

IEEE Access

DOI

2018

A Clustering-Based Adaptive Multiple Access Protocol for Vehicular Ad Hoc Networks

Wenchao Chen, Jingdong Jia, Xiaoping Du, Yue Zhang, Kai Liu

IEEE International Conference on Communication Systems (ICCS)

DOI

2018

Current Core Competencies Trend of Small to Medium Enterprises (SMEs) in China—A Concurrent Comprehensive Evaluation and Active Learning Study of Newly Listed Chinese Stocks from 2015 through 2017

Xiaoping Du, Lelai Deng

Data

DOI

2018

Current Market Top Business Scopes Trend—A Concurrent Text and Time Series Active Learning Study of NASDAQ and NYSE Stocks from 2012 to 2017

Xiaoping Du, Lelai Deng, Kun Qian

Applied Sciences

DOI

2018

Core Competencies Keywords Discovering Algorithm for Employment Advertisements

Xiaoping Du, Lelai Deng, Xingzhi Zhang, Qinghong Yang

Communications in computer and information science

DOI

2017

A Study on Driving Behavior Analysis Model Based on the Movement Data of the New Energy Bus

Xiaoping Du, Xue-Guang Xie, Qing-Hong Yang, Wen-Xu Zhou

DOI

2017

Vision-Based Traffic Light Detection for Intelligent Vehicles

Xiaoping Du, Li Yang, Yu-ang Guo, Hui Xiong

International Conference on Information Science and Control Engineering

DOI

2016

Current Market Demand for Core Competencies of Librarianship—A Text Mining Study of American Library Association’s Advertisements from 2009 through 2014

Qinghong Yang, Xingzhi Zhang, Xiaoping Du, Arlene Bielefield, Yan Liu

Applied Sciences

DOI

2016

A Study on Process Model of Computing Similarity Between Product Features and Online Reviews

Xueguang Xie, Xiaoping Du, Qinghong Yang, Pengfei Feng

Communications in computer and information science

DOI

2015

Impacts of Road Grade on Fuel Consumption of Light Vehicles by Use of Google Earth DEM

Yanni Wang, Xiaoping Du, Haitao Yu, Jian Huang, Yonghao Li

International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC)

DOI

2015

On modeling microscopic vehicle fuel consumption using radial basis function neural network

Jian Feng Huang, Yanni Wang, Zheli Liu, Boyuan Guan, Dan Long, Xiaoping Du

Soft Computing

DOI

2015

Route Recommendation Algorithm for Railway Transit Travelers based on Classification of Personal Characteristics

Xiaoping Du, Yan Hong

Proceedings of the Information Science and Management Engineering III

DOI

2014

An efficient split-channel MAC protocol for multihop wireless networks

Shuai Du, Xiaoping Du, Kai Liu

International Conference on Communications and Networking in China (ChinaCom)

DOI

2010

A prediction model for vehicle sideslip angle based on neural network

Xiaoping Du, Huamei Sun, Kun Qian, Yun Li, Liantao Lu

IEEE International Conference on Information and Financial Engineering

DOI

2010

A fast associative mining system based on search engine and concept graph for large-scale financial report texts

Kun Qian, Sachio Hirokawa, Kenji Ejima, Xiaoping Du

IEEE International Conference on Information and Financial Engineering

DOI

2010

Data analysis of roadway attributes' influences upon speed of small car on mountain highway through clustering algorithm

Kun Qian, Xiaoping Du, Weiguo Li, Huamei Sun, LI Cui-ying, Dezao Hou

IEEE International Conference on Information and Financial Engineering

DOI

2010

Data analysis of roadway attributes through Partial Least Squares regression

Weiguo Li, Hanjie Zhang, Xiaoping Du, Kun Qian, Cuiying Li

IEEE International Conference on Information and Financial Engineering

DOI

2003

垃圾邮件的智能过滤系统设计探讨

刘洋，杜孝平，黄星华，侯志辉，郭晨，周二胜，骆焕林

《计算机技术与发展》

2003

Maintaining discovered frequent itemsets: Cases for changeable database and support

XiaoPing Du, ShiWei Tang, Akifumi Makinouchi

Journal of Computer Science and Technology

DOI

2002

一种新型的Web应用解决方案——Bullant

赵文兵，杜孝平，谢昆青

《计算机科学》

2002

频繁项集挖掘中的两种哈希树构建方法

杜孝平，罗宪，唐世渭

《计算机科学》

1997

模糊综合评判模型的人才选拔决策支持系统

杜孝平，白庆华

《重庆大学学报》

会议论文

2017

Big Data Analysis of the Relevance of Shape and Function of Global Geostationary Satellites

Yang Wang, Xiaoping Du

2017 IEEE 8th International Conference on Software Engineering and Service Science

2017

A Hybrid Neural Network for Sentence Classification

Xiaoping Du, Renquan Zhou

CENet 2017-the 7th International Conference on Computer Engineering and Networks

2015

Application of Association Analysis and Visualization Methods in Car Parts Repair

Ye Li, Xiaoping Du, Bo Yang

DOI

2015

A Study on Process Model of Computing Similarity Between Product Features and Online Reviews

Xueguang Xie, Xiaoping Du, Qinghong Yang, Pengfei Feng

Abstract of Big Data Technology and Applications (BDTA) 2015

2011

Multi-attribute Synthetic Evaluation Based on Cloud Model

Jianjun Song, Xiaoping Du, Qiao Wang, Chao Wang, Xin Li, Yu Jiang

Proceedings of 2011 International Conference on Fuzzy Systems and Neural Computing(FSNC 2011 V1)

精选作品

期刊论文

System-Level Uncertainty Quantification with Multiple Machine Learning Models: A Theoretical Framework

Accounting for Uncertainty in Machine Learning Surrogates: A Gauss-Hermite Quadrature Approach to Reliability Analysis

Uncertainty Quantification for Machine Learning-Based Prediction: A Polynomial Chaos Expansion Approach for Joint Model and Input Uncertainty Propagation

Accounting for Machine Learning Prediction Errors in Design

预算约束和截止时间敏感的高能效云工作流调度

基于引力搜索机制的数据聚类及特征选择算法

Cloud Control System Architectures, Technologies and Applications on Intelligent and Connected Vehicles: a Review

A priority tree based coordination method for intelligent and connected vehicles at unsignalized intersections

A Color Histogram Based Large Motion Trend Fusion Algorithm for Vehicle Tracking

Coordinated Control Algorithm at Non-Recurrent Freeway Bottlenecks for Intelligent and Connected Vehicles

A Clustering-Based Adaptive Multiple Access Protocol for Vehicular Ad Hoc Networks

Current Core Competencies Trend of Small to Medium Enterprises (SMEs) in China—A Concurrent Comprehensive Evaluation and Active Learning Study of Newly Listed Chinese Stocks from 2015 through 2017

Current Market Top Business Scopes Trend—A Concurrent Text and Time Series Active Learning Study of NASDAQ and NYSE Stocks from 2012 to 2017

Core Competencies Keywords Discovering Algorithm for Employment Advertisements

A Study on Driving Behavior Analysis Model Based on the Movement Data of the New Energy Bus

Vision-Based Traffic Light Detection for Intelligent Vehicles

Current Market Demand for Core Competencies of Librarianship—A Text Mining Study of American Library Association’s Advertisements from 2009 through 2014

A Study on Process Model of Computing Similarity Between Product Features and Online Reviews

Impacts of Road Grade on Fuel Consumption of Light Vehicles by Use of Google Earth DEM

On modeling microscopic vehicle fuel consumption using radial basis function neural network

Route Recommendation Algorithm for Railway Transit Travelers based on Classification of Personal Characteristics

An efficient split-channel MAC protocol for multihop wireless networks

A prediction model for vehicle sideslip angle based on neural network

A fast associative mining system based on search engine and concept graph for large-scale financial report texts

Data analysis of roadway attributes' influences upon speed of small car on mountain highway through clustering algorithm

Data analysis of roadway attributes through Partial Least Squares regression

垃圾邮件的智能过滤系统设计探讨

Maintaining discovered frequent itemsets: Cases for changeable database and support

一种新型的Web应用解决方案——Bullant

频繁项集挖掘中的两种哈希树构建方法

模糊综合评判模型的人才选拔决策支持系统

会议论文

Big Data Analysis of the Relevance of Shape and Function of Global Geostationary Satellites

A Hybrid Neural Network for Sentence Classification

Application of Association Analysis and Visualization Methods in Car Parts Repair

A Study on Process Model of Computing Similarity Between Product Features and Online Reviews

Multi-attribute Synthetic Evaluation Based on Cloud Model

研究方向