Tianchi Liu

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 9

Top Topics

Data Representations

Feed Forward Neural Networks

Affinity Matrix

Top Venues

Pattern Recognit.

Neural Networks

SUSI/PIPPI@MICCAI

Publications

Yue Li, Yijie Zeng, Tianchi Liu, Xiaofan Jia, Guang-Bin Huang
Simultaneously learning affinity matrix and data representations for machine fault diagnosis. Neural Networks 122 (2020)
Yue Li, Chamara Kasun Liyanaarachchi Lekamalage, Tianchi Liu, Pin-An Chen, Guang-Bin Huang
Learning Representations With Local and Global Geometries Preserved for Machine Fault Diagnosis. IEEE Trans. Ind. Electron. 67 (3) (2020)
Tianchi Liu, Mengdi Xu, Ziyu Zhang, Changping Dai, Haiyu Wang, Rui Zhang, Lei Shi, Shuang Wu
Direct Detection and Measurement of Nuchal Translucency with Neural Networks from Ultrasound Images. SUSI/PIPPI@MICCAI (2019)
Tianchi Liu, Liyanaarachchi Lekamalage Chamara Kasun, Guang-Bin Huang, Zhiping Lin
Extreme Learning Machine for Joint Embedding and Clustering. Neurocomputing 277 (2018)
Dongshun Cui, Guang-Bin Huang, Tianchi Liu
ELM based smile detection using Distance Vector. Pattern Recognit. 79 (2018)
Tianchi Liu, Chamara Kasun Liyanaarachchi Lekamalage, Guang-Bin Huang, Zhiping Lin
An adaptive graph learning method based on dual data representations for clustering. Pattern Recognit. 77 (2018)
Tianchi Liu, Yue Li, Zuo Bai, Jaydeep De, Cao Vinh Le, Zhiping Lin, Shih-Hsiang Lin, Guang-Bin Huang, Dongshun Cui
Two-stage structured learning approach for stable occupancy detection. IJCNN (2016)
Tianchi Liu, Yan Yang, Guang-Bin Huang, Yong Kiang Yeo, Zhiping Lin
Driver Distraction Detection Using Semi-Supervised Machine Learning. IEEE Trans. Intell. Transp. Syst. 17 (4) (2016)
Dongshun Cui, Guang-Bin Huang, Tianchi Liu
Smile detection using Pair-wise Distance Vector and Extreme Learning Machine. IJCNN (2016)
Yumeng Gao, Zhiping Lin, Tongtong Zhang, Nan Liu, Tianchi Liu, Wee Ser, Zhixiong Koh, Marcus Eng Hock Ong
Effects of two new features of approximate entropy and sample entropy on cardiac arrest prediction. ISCAS (2015)
Gao Huang, Tianchi Liu, Yan Yang, Zhiping Lin, Shiji Song, Cheng Wu
Discriminative clustering via extreme learning machine. Neural Networks 70 (2015)
Tianchi Liu, Yan Yang, Guang-Bin Huang, Zhiping Lin, Felix Klanner, Cornelia Denk, Ralph H. Rasshofer
Cluster Regularized Extreme Learning Machine for Detecting Mixed-Type Distraction in Driving. ITSC (2015)
Tianchi Liu, Zhiping Lin, Marcus Eng Hock Ong, Zhixiong Koh, Pin Pin Pek, Yong Kiang Yeo, Beom-Seok Oh, Andrew Fu Wah Ho, Nan Liu
Manifold ranking based scoring system with its application to cardiac arrest prediction: A retrospective study in emergency department patients. Comput. Biol. Medicine 67 (2015)