Pengfei Wei

Pengfei Wei, Lijiang Chen, Xia Mao, 2013, 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing.

Hierarchial Reinforcement Learning in StarCraft II with Human Expertise in Subgoals Selection.

Tiancheng Huang, Pengfei Wei, Akshay Narayan, 2020 .

Extending first-passage method to reliability sensitivity analysis of motion mechanisms

Pengfei Wei, Wenxuan Wang, Changcong Zhou, 2017 .

Global sensitivity analysis for multivariate outputs based on multiple response Gaussian process model

Pengfei Wei, Fuchao Liu, Zhufeng Yue, 2019, Reliab. Eng. Syst. Saf..

Non-intrusive imprecise stochastic simulation by line sampling

Michael Beer, Zhenzhou Lu, Pengfei Wei, 2020 .

Source-Target Similarity Modelings for Multi-Source Transfer Gaussian Process Regression

Chi-Keong Goh, Pengfei Wei, Yiping Ke, 2017, ICML.

Monte Carlo simulation for moment-independent sensitivity analysis

Zhenzhou Lu, Pengfei Wei, Xiukai Yuan, 2013, Reliab. Eng. Syst. Saf..

New Linear Programming-Based Bound Method for Structural System Reliability

Zhenzhou Lu, Pengfei Wei, Longfei Tian, 2012 .

Learning Disentangled Semantic Representation for Domain Adaptation

Zijian Li, Kun Zhang, Jie Qiao, 2019, IJCAI.

Reliability and reliability sensitivity analysis of structure by combining adaptive linked importance sampling and Kriging reliability method

Pengfei Wei, Liu Fuchao, Changcong Zhou, 2020 .

Transfer Hawkes Processes with Content Information

Pengfei Wei, Yiping Ke, Tianbo Li, 2018, 2018 IEEE International Conference on Data Mining (ICDM).

Adaptive reliability analysis for rare events evaluation with global imprecise line sampling

Michael Beer, Pengfei Wei, Marcos A. Valdebenito, 2020 .

Global sensitivity analysis for model with random inputs characterized by probability-box

Zhenzhou Lu, Pengfei Wei, Jingwen Song, 2015 .

Deep Nonlinear Feature Coding for Unsupervised Domain Adaptation

Pengfei Wei, Yiping Ke, Chi Keong Goh, 2016, IJCAI.

Regional and parametric sensitivity analysis of Sobol' indices

Zhenzhou Lu, Pengfei Wei, Jingwen Song, 2015, Reliab. Eng. Syst. Saf..

Adaptive experiment design for probabilistic integration

Michael Beer, Pengfei Wei, Xing Zhang, 2020, Computer Methods in Applied Mechanics and Engineering.

An Improved CASA Model for Estimating Winter Wheat Yield from Remote Sensing Images

Lingling Fan, Yulong Wang, Pengfei Wei, 2019, Remote. Sens..

Active learning line sampling for rare event analysis

Michael Beer, Pengfei Wei, Marcos A. Valdebenito, 2021 .

A new variance-based global sensitivity analysis technique

Zhenzhou Lu, Pengfei Wei, Jingwen Song, 2013, Comput. Phys. Commun..

Domain adaptation : methods and applications

Pengfei Wei, 2018 .

A General Domain Specific Feature Transfer Framework for Hybrid Domain Adaptation

Pengfei Wei, Yiping Ke, Chi Keong Goh, 2019, IEEE Transactions on Knowledge and Data Engineering.

Regional sensitivity analysis using revised mean and variance ratio functions

Zhenzhou Lu, Pengfei Wei, Jingwen Song, 2014, Reliab. Eng. Syst. Saf..

Non-intrusive stochastic analysis with parameterized imprecise probability models: II. Reliability and rare events analysis

Michael Beer, Zhenzhou Lu, Pengfei Wei, 2019, Mechanical Systems and Signal Processing.

Fuzzy failure probability estimation applying intervening variables

Michael Beer, Pengfei Wei, Hector A. Jensen, 2020 .

A novel EMD-based Common Spatial Pattern for motor imagery brain-computer interface

Pengfei Wei, Wei He, Yuexian Zou, 2012, Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics.

Variable importance analysis: A comprehensive review

Zhenzhou Lu, Pengfei Wei, Jingwen Song, 2015, Reliab. Eng. Syst. Saf..

Reliability and reliability-based importance analysis of structural systems using multiple response Gaussian process model

Pengfei Wei, Fuchao Liu, Chenghu Tang, 2018, Reliab. Eng. Syst. Saf..

Operational Skill Training Needs Analysis for Manufacturing Industry

Pengfei Wei, Zhanwen Niu, Zheng Cheng, 2011, 2011 International Conference of Information Technology, Computer Engineering and Management Sciences.

Combination of amplitude and phase features under a uniform framework with EMD in EEG-based Brain-Computer Interface

Yi Zhou, Pengfei Wei, Wei He, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Modulation effect of transcranial direct current stimulation on phase synchronization in motor imagery brain-computer interface

Yi Zhou, Pengfei Wei, Wei He, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Subdomain Adaptation With Manifolds Discrepancy Alignment pdf

Pengfei Wei, Yiping Ke, Xinghua Qu, 2020, IEEE Transactions on Cybernetics.

A probabilistic procedure for quantifying the relative importance of model inputs characterized by second-order probability models

Zhenzhou Lu, Pengfei Wei, Fuchao Liu, 2018, Int. J. Approx. Reason..

Generalization of non-intrusive imprecise stochastic simulation for mixed uncertain variables

Michael Beer, Pengfei Wei, Matteo Broggi, 2019, Mechanical Systems and Signal Processing.

Non-intrusive stochastic analysis with parameterized imprecise probability models: I. Performance estimation

Michael Beer, Zhenzhou Lu, Pengfei Wei, 2019, Mechanical Systems and Signal Processing.

Sensitivity analysis of prior beliefs in advanced Bayesian networks

Pengfei Wei, António Topa Gomes, Michael Beer, 2019, 2019 IEEE Symposium Series on Computational Intelligence (SSCI).

Extended Monte Carlo Simulation for Parametric Global Sensitivity Analysis and Optimization

Zhenzhou Lu, Pengfei Wei, Jingwen Song, 2014 .

A comprehensive comparison of two variable importance analysis techniques in high dimensions: Application to an environmental multi-indicators system

Zhenzhou Lu, Pengfei Wei, Jingwen Song, 2015, Environ. Model. Softw..

Uncluttered Domain Sub-Similarity Modeling for Transfer Regression

Pengfei Wei, Yiping Ke, Yew-Soon Ong, 2018, 2018 IEEE International Conference on Data Mining (ICDM).

Towards Inter-class and Intra-class Imbalance in Class-imbalanced Learning pdf

Pengfei Wei, Yi Chang, Jiang Bian, 2021, ArXiv.

Bounds optimization of model response moments: a twin-engine Bayesian active learning method

Pengfei Wei, Kok-Kwang Phoon, Michael Beer, 2021, Computational Mechanics.

IMBENS: Ensemble Class-imbalanced Learning in Python

Qiang Huang, Pengfei Wei, Yi Chang, 2021 .

Joint Intent Detection and Slot Filling with Wheel-Graph Attention Networks pdf

Pengfei Wei, Wenxiong Liao, Bi Zeng, 2021, Journal of Intelligent & Fuzzy Systems.

A new non-probabilistic time-dependent reliability model for mechanisms with interval uncertainties

Pengfei Wei, Zhufeng Yue, Changcong Zhou, 2021, Reliab. Eng. Syst. Saf..

Causal Modeling with Stochastic Confounders

Tze-Yun Leong, Pengfei Wei, Thanh Vinh Vo, 2020, AISTATS.

An approach to evaluation of EVD and small failure probabilities of uncertain nonlinear structures under stochastic seismic excitations

Pengfei Wei, Michael Beer, Chao Dang, 2021 .

Multi-level graph neural network for text sentiment analysis

Pengfei Wei, Jianqi Liu, Wenxiong Liao, 2021, Comput. Electr. Eng..

Application of a Reduced Order Model for Fuzzy Analysis of Linear Static Systems

Pengfei Wei, Michael Beer, André T. Beck, 2021 .

Efficient reliability analysis of complex systems in consideration of imprecision

Pengfei Wei, Matteo Broggi, Michael Beer, 2021, Reliab. Eng. Syst. Saf..

Failure probability estimation of a class of series systems by multidomain Line Sampling

Pengfei Wei, Matteo Broggi, Michael Beer, 2021, Reliab. Eng. Syst. Saf..

Adaptive Multi-Source Causal Inference pdf

Tze-Yun Leong, Pengfei Wei, Thanh Vinh Vo, 2021, ArXiv.

Graph Domain Adaptation: A Generative View pdf

Zijian Li, Pengfei Wei, Ruichu Cai, 2021, ACM Trans. Knowl. Discov. Data.

Augmented reliability analysis for estimating imprecise first excursion probabilities in stochastic linear dynamics

Pengfei Wei, Michael Beer, Xiukai Yuan, 2021, Adv. Eng. Softw..

Reliability analysis of structural system with multiple failure modes and mixed uncertain input variables

Zhenzhou Lu, Pengfei Wei, Zhenzhou Lu, 2013 .

Addition laws of failure probability and their applications in reliability analysis of structural system with multiple failure modes

Zhenzhou Lu, Pengfei Wei, Longfei Tian, 2013 .

Global Sensitivity Analysis Using Moving Least Squares for Models with Correlated Parameters

Zhenzhou Lu, Pengfei Wei, Longfei Tian, 2011 .

Uncertainty Importance Analysis Using Parametric Moment Ratio Functions

Zhenzhou Lu, Pengfei Wei, Jingwen Song, 2014, Risk analysis : an official publication of the Society for Risk Analysis.

Time-variant global reliability sensitivity analysis of structures with both input random variables and stochastic processes

Pengfei Wei, Chenghu Tang, Pengfei Wei, 2017 .

Moment‐Independent Sensitivity Analysis Using Copula

Zhenzhou Lu, Pengfei Wei, Jingwen Song, 2014, Risk analysis : an official publication of the Society for Risk Analysis.

A new method on ANN for variance based importance measure analysis of correlated input variables

Zhenzhou Lu, Pengfei Wei, Bintuan Wang, 2012 .

Global reliability sensitivity analysis of motion mechanisms

Zhenzhou Lu, Pengfei Wei, Jingwen Song, 2016 .