Lingkai Yang

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 8

Top Topics

Business Process

Indoor And Outdoor Scenes

Drift Detection

Class Imbalance

Top Venues

SmartWorld/SCALCOM/UIC/ATC/IOP/SCI

HPCC/DSS/SmartCity

Int. J. Bio Inspired Comput.

Publications

Lingkai Yang, Sally I. McClean, Mark P. Donnelly, Kevin Burke, Kashaf Khan
A multi-components approach to monitoring process structure and customer behaviour concept drift. Expert Syst. Appl. 210 (2022)
Lingkai Yang, Sally I. McClean, Mark P. Donnelly, Kevin Burke, Kashaf Khan
Detecting and Responding to Concept Drift in Business Processes. Algorithms 15 (5) (2022)
Yinan Guo, Botao Jiao, Lingkai Yang, Jian Cheng, Shengxiang Yang, Fengzhen Tang
A novel oversampling technique based on the manifold distance for class imbalance learning. Int. J. Bio Inspired Comput. 18 (3) (2021)
Lingkai Yang, Sally I. McClean, Mark P. Donnelly, Kevin Burke, Kashaf Khan
Process Duration Modelling and Concept Drift Detection for Business Process Mining. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI (2021)
Lingkai Yang, Sally I. McClean, Mark P. Donnelly, Kashaf Khan, Kevin Burke
Analysing Business Process Anomalies Using Discrete-time Markov chains. HPCC/DSS/SmartCity (2020)
Lingkai Yang, Yi-Nan Guo, Jian Cheng
Manifold Distance-Based Over-Sampling Technique for Class Imbalance Learning. AAAI (2019)
Jian Cheng, Shaoying Chen, Kun Liu, Lingkai Yang, Dongwei Wang
BackgroundNet: Small Dataset-Based Object Detection in Stationary Scenes. ICSI (2) (2019)
Yi-Nan Guo, Pei Zhang, Jian Cheng, Yong Zhang, Lingkai Yang, Xiaoning Shen, Wei Fang
An Improved Weighted ELM with Krill Herd Algorithm for Imbalanced Learning. ICSI (2) (2017)