Hian-Leng Chan

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 7

Top Topics

Parameter Optimization

Imbalanced Datasets

Recurrent Neural Networks

Prize Collecting

Top Venues

Publications

Qiushi Wang, Hian-Leng Chan
Generating Pool of Classifiers with Hyper-Parameter Optimization for Ensemble. IECON (2021)
Qiushi Wang, Abhishek Gupta, Hian-Leng Chan
Accelerating Task Completion in IIoT Based Smart Factory Through Optimal Restart. IECON (2021)
Jihoon Hong, Qiushi Wang, Xueheng Qiu, Hian-Leng Chan
Remaining Useful Life Prediction Using Time-Frequency Feature and Multiple Recurrent Neural Networks. ETFA (2019)
Chong Zhang, Geok Soon Hong, Jun-Hong Zhou, Kay Chen Tan, Haizhou Li, Huan Xu, Jihoon Hong, Hian-Leng Chan
A Multi-State Diagnosis and Prognosis Framework with Feature Learning for Tool Condition Monitoring. CoRR (2018)
Jakob Kinghorst, Omid Geramifard, Ming Luo, Hian-Leng Chan, Khoo Yong, Jens Folmer, Minjie Zou, Birgit Vogel-Heuser
Hidden Markov model-based predictive maintenance in semiconductor manufacturing: A genetic algorithm approach. CASE (2017)
Chong Zhang, Geok Soon Hong, Huan Xu, Kay Chen Tan, Jun-Hong Zhou, Hian-Leng Chan, Haizhou Li
A data-driven prognostics framework for tool remaining useful life estimation in tool condition monitoring. ETFA (2017)
Omid Geramifard, Yi Zhi Zhao, Chua Yong Quan, Hian-Leng Chan, Xiang Li
Power-signature-based Bayesian multi-classifier for operation mode identification. ETFA (2016)
Josey Mathew, Ming Luo, Chee Khiang Pang, Hian-Leng Chan
Kernel-based SMOTE for SVM classification of imbalanced datasets. IECON (2015)
Tung Le, Ming Luo, Junhong Zhou, Hian-Leng Chan
Predictive maintenance decision using statistical linear regression and kernel methods. ETFA (2014)
Ming Luo, Zhao Xu, Hian-Leng Chan, Marjan Alavi
Online predictive maintenance approach for semiconductor equipment. IECON (2013)
Kevin Shen-Hoong Ong, Kiah Mok Goh, Hian-Leng Chan, Teck-Yian Lim, Keck Voon Ling
Towards machine diagnostics on chip. ICARCV (2010)
Sheng Huang, Dan Hong Zhang, Wai Yie Leong, Hian-Leng Chan, Kiah Mok Goh, Jing-Bing Zhang, Kristo
Detecting tool breakage using accelerometer in ball-nose end milling. ICARCV (2008)