Dr. Loh, Chee Hoe

PositionAssistant Professor
Office2610R, Ext.2507
Laboratory(none)
E-Mailchloh@saturn.yzu.edu.tw
Personal Website(none)

Education

2025Ph.D., in Industrial Engineering and Management, National Yunlin University of Science and Technology, Taiwan, R.O.C.
2018M.S. Information Engineering and Computer Science, Feng Chia University, Taiwan, R.O.C.
2016B.S. in Information Engineering and Computer Science, Feng Chia University, Taiwan, R.O.C.

Experience

2026-PresentAssistant Professor, Department of Industrial Engineering and Management, Yuan-Ze University,Taiwan, R.O.C.
2022-2023Engineer, NTUH Yunlin Branch
2020-2021Engineer, National Science and Technology Center for Disaster Reduction
2019-2023Engineer, Yuntech Intelligent Recognition Industry Service Research Center(IRIS)

Research & Interests

Big Data Analysis
Data Mining
Feature Engineering
Smart Manufacturing

Publications and Awards

Journal Papers

1.    Loh, C.-H.; Chen, Y.-C.; Su, C.-T.; Su, H.-Y.(2024). Establishing Lightweight and Robust Prediction Models for Solar Power Forecasting Using Numerical–Categorical Radial Basis Function Deep Neural Networks. Appl. Sci., 14(22), 10625. (SCIE, Impact factor:2.5)

2.    Loh, C.-H.; Chen, Y.-C.; Su, C.-T. (2024). Using Transfer Learning and Radial Basis Function Deep Neural Network Feature Extraction to Upgrade Existing Product Fault Detection Systems for Industry 4.0: A Case Study of a Spring Factory, Appl. Sci., 14(7), 2913. (SCIE, Impact factor:2.5)

3.    Loh, C.-H.; Chen, Y.-C.; Su, C.-T.; Lin, S.-H. (2024). Multi-Objective Decision Support for Irrigation Systems Based on Skyline Query, Appl. Sci., 14(3), 1189. (SCIE, Impact factor:2.5)

4.    Chen, Y.-C.; Loh, C.-H.; Wang, F.-C.; Chen, Z.-J.; Fu, S.-H.; Wang, C.-Y. (2022). Application of Generative Adversarial Network to Optimize Vehicle Allocation at Dispatch Stations of Paratransit Services, Electronics, 11(3), 423. (SCIE, Impact factor:2.6)

5.    Chen, B.-X.; Chen, Y.-C.; Loh, C.-H.; Chou, Y.-C.; Wang, F.-C.; Su, C.-T.(2022). Application of Generative Adversarial Network and Diverse Feature Extraction Methods to Enhance Classification Accuracy of Tool-Wear Status, Electronics, 11(15), 2364. (SCIE, Impact factor:2.6)

Conference Papers

1.    Loh, C.-H.; Chen, Y.-C.; Su, C.-T. (2020). Travel recommendation algorithm based on personal blogs and current weather, IEEE International Conference On Applied System Innovation (ICASI), November 05-08,Taiwan, Taitung.

2.    Chen, Y.-C.; Liu, S.-C.; Chen, B.-X.; Loh, C.-H.; Ying, J.-C.(2020). Ensembling-mRBF-LSTM Framework for Prediction of Abnormal Traffic Flows, International Conference on Pervasive Artificial Intelligence (ICPAI), December 03-05, Pervasive Artificial Intelligence Research Labs, Taiwan, Taipei.

3.    Loh, C.-H.; Chiu, S.-M; Chen, Y.-C.(2019) Application of Hammerstein-Wiener Recurrent Neural Network to Accelerate Time-Series Skyline Queries. IEEE International Conference on Ubi-Media Computing, August 05-08, Indonesia, Bali.

4.    Chen, Y.-R.; Tsai, C.-M; Wong, K.-L.; Lee, T.-C.; Loh, C.-H; Ying, J.-C.; Chen, Y.-C.(2019) Motorcyclists' Head Motions Recognition by Using the Smart Helmet with Low Sampling Rate,. IEEE International Conference on Ubi-Media Computing, August 05-08, Indonesia, Bali.

5.    Loh, C.-H.; Chen, Y.-P.; Chen, W.-Y; Ho, W. -J; Chen, Y.-C.(2016). Skyline query-based attraction recommendation system: An example on Design and development of the Demodulation and Encoding Heritage System, International Computer Symposium December 15-17, Taiwan, Chiayi.

Address:
No. 135, Yuandong Rd.,
Zhongli Dist., Taoyuan City 320315,
Taiwan (R.O.C.)
Phone: +886 3 4638800 Ext. 2530
Fax: +886 3 4638907
Email: peggy@saturn.yzu.edu.tw