Lingkai Yang

China University of Mining and Technology

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基本信息

浏览量：7

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个人简介

Using Markov models such as DTMCs, CTMCs, Semi-Markov process and Phase-type distributions to detect anomalies and concept drifts, especially in the context of business processes.

研究兴趣

论文共 22 篇作者统计合作学者相似作者

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Modelling Task Durations Towards Automated, Big Data, Process Mining

Malcolm Faddy,Lingkai Yang,Sally Mcclean,Mark Donnelly,Kashaf Khan,Kevin Burke

APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRYno. 1 (2025)

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基于岭回归改进规范变量分析的微震事件实时判识

程健, 石林松, 骆意,周天白,杨凌凯

Industry and Mine Automation（2024）

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Detecting and Rationalizing Concept Drift: A Feature-Level Approach for Understanding Cause-Effect Relationships in Dynamic Environments

Lingkai Yang,Jian Cheng, Yi Luo,Tianbai Zhou,Xiaoyu Zhang

Expert Systems with Applications (2024): 125365-125365

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Gamma-mixture Bayesian Method for Anomalous Coalmine Pressure Analysis

Lingkai Yang,Jian Cheng, Yi Luo,Xiaoyu Zhang,Tianbai Zhou, Linhao Nie

Memetic Computing（2024）

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Detecting Process Duration Drift Using Gamma Mixture Models in a Left-Truncated and Right-Censored Environment

Lingkai Yang,Sally McClean,Mark Donnelly,Kasha Khan,Kevin Burke

ACM Transactions on Knowledge Discovery from Data（2024）

引用1浏览0EI引用

Domain Adaptation Via Gamma, Weibull, and Lognormal Distributions for Fault Detection in Chemical and Energy Processes

Lingkai Yang,Jian Cheng, Yi Luo,Tianbai Zhou, Xiaoyu Zhang, Linsong Shi,Yuan Xu

The Canadian Journal of Chemical Engineering (2024)

引用1浏览0引用

Using Semi-Markov Models for Generating, Validating, and Analyzing Artificial Smart Home Processes

Sally I. McClean, Dongwei Wang,Lingkai Yang,Ian R. McChesney, Zeeshan Tariq, Shalini Prasad

International Conference on Ubiquitous Computing and Ambient Intelligencepp.300-312, (2024)

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Dynamic Alarm Causality Analysis Method Integrating Monitoring Contribution and Transfer Entropy

Yi Luo,Lingkai Yang, Linhao Nie,Yuan Xu,Qunxiong Zhu,Jian Cheng

2023 China Automation Congress (CAC)pp.9274-9278, (2023)

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Semi-Markov Models for Process Mining in Smart Homes

Sally McClean,Lingkai Yang

MATHEMATICSno. 24 (2023)

引用2浏览0引用

Using Semi-Markov Models to Identify Long Holding Times of Activities of Daily Living in Smart Homes

Lingkai Yang, Sally Mc Clean,Abul Bashar,Samuel Moore,Zeeshan Tariq

2023 IEEE Smart World Congress (SWC)pp.748-753, (2023)

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作者统计

#Papers: 22

#Citation: 64

H-Index: 5

G-Index: 7

Sociability: 4

Diversity: 2

Activity: 9

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