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Distinguished Research Fellow (Distinguished Professor)  |  HUANG, YEN-NUN  
 
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Publications
 
1. Hung-Chung Li, Yennun Huang, Pei-Li Sun, "Optimization of trichromatic white LED spectra for mesopic vision using SPDs of a Color Blast," Optics & Photonics Taiwan, International Conference (OPTIC2019), December 2019.
2. Szu Chuang Li, Bo-Chen Tai and Yennun Huang, "Evaluating Variational Autoencoder as a Private Data Release Mechanism for Tabular Data," 2019 IEEE 24th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2019), Lecture Notes in Computer Science, December 2019.
3. Hung-Chung Li, Pei-Li Sun, Yennun Huang, "A DNN-based model for CIECAM02 application," The 5th Asia Color Association Conference (ACA2019), November 2019.
4. Zheng-Wei Wu, Shang-Chih Lin, Po-Chun Hu, Shun-Feng Su, Yennun Huang, "Metalworking Industry: Quality Management via Edge Computing- based Cloud Monitoring System," The 12th IEEE International Conference on Service-Oriented Computing and Applications, November 2019.
5. Zheng-Wei Wu, Shang-Chih Lin, Po-Chun Hu, Shun-Feng Su, Yennun Huang, "Classification of Surface Roughness by Convolutional Neural Networks with Color Space/Frequency Domain Features," The 55th Annual Conference of Chinese Society for Quality 2019 International Symposium of Quality Management, November 2019.
6. Szu Chuang Li, Yi-Wen Chen and Yennun Huang, "Predicting Performance of Social Media Postings using Data Mining Methods," 5th IEEE International Conference on Big Data Intelligence and Computing (IEEE DataCom 2019), November 2019.
7. C. Chen, T. Hsia, Y. Huang and S. Kuo,, "Data Prefetching and Eviction Mechanisms of In-memory Storage Systems Based on Scheduling for Big Data Processing," IEEE Transactions on Parallel and Distributed Systems, volume 30, number 8, pages 1738 - 1752, August 2019.
8. Shang-Chih Lin, Shun-Feng Su, Yennun Huang, "Anomaly Detection of Rotating Electrical Machines Using Time-frequency Signal-based Fuzzy C-means Clustering Algorithm," The 40th Symposium on Electrical Power Engineering, August 2019.
9. Shang-Chih Lin, Po-Chun Hu, Shun-Feng Su, Yennun Huang, "Analysis of Metal Surface Roughness Considering Illuminance and Focal Length Factors via FIS-based Embedded Vision System," International Conference on Advanced Mechatronic Systems, August 2019.
10. Jai-You Lin, Yu-Hsiang Chang, Yao-Tung Tsou, Yung-Li Hu, and Yennun Huang, "TPBP: A Transaction Framework for Privacy and Benefit Preservation Based on Smart Contract," International Joint Conference Of TCSE, JASPIC AND SEA, July 2019.
11. Yung-Li Hu, Ing-Yi Chen, Yao-Tung Tsou, Yennun Huang, and Sy-Yen Kuo, "Event-Driven Fog-Based Smart Cyber-Physical System Services," International Joint Conference Of TCSE, JASPIC AND SEA, July 2019.
12. Shang-Chih Lin, Shun-Feng Su, Yennun Huang, "A Time-frequency Signal-based Convolutional Neural Network Algorithm for Fault Diagnosis of Gasoline Engine Fuel Control System," International Conference on System Science and Engineering, July 2019.
13. 李思壯、陳意文、黃彥男, "社群媒體內容網站廣告收益影響因素之研究:以Data mining方法建立預測模型," 中華傳播年會, June 2019.
14. Hung-Chung Li, Yennun Huang, Pei-Li Sun, "A Comparison of Optimal White LED Spectra under Mesopic Condition," Optics & Photonics Taiwan, International Conference (OPTIC2018), December 2018.
15. Bo-Chen Tai, Szu-Chuang Li, Yennun Huang, Neeraj Suri, Pang-Chieh Wang, "Exploring the Relationship Between Dimensionality Reduction and Private Data Release," 2018 IEEE 23rd Pacific Rim International Symposium on Dependable Computing (PRDC2018), December 2018.
16. Tsvetoslava Vateva-Gurova, Salman Manzoor, Yennun Huang, Neeraj Suri, "InfoLeak: Scheduling-Based Information Leakage," 2018 IEEE 23rd Pacific Rim International Symposium on Dependable Computing (PRDC2018), December 2018.
17. Rua-Huan Tsaih, Shin-Ying Huang, Mao-Ci Lian, Yennun Huang, "ANN Mechanism for Network Traffic Anomaly Detection in the Concept Drifting Environment," 2018 IEEE Conference on Dependable and Secure Computing (DSC2018), December 2018.
18. Shang-Chih Lin, Yu Tsao, Shun-Feng Su, Yennun Huang, and Zi-Qing Zhong, "An Abnormal Detection Strategy of Rotating Electric Machine based on Frequency Distribution," The 39th Symposium on Electrical Power Engineering, December 2018.
19. Shang-Chih Lin, Yu Tsao, Shun-Feng Su, and Yennun Huang, "An Industrial IoT Analysis System Based on Machining Data of Metal Materials," International Conference on Fuzzy Theory and Its Applications, November 2018.
20. Shang-Chih Lin, Chuan-Hsiang Su, Yu Tsao, Shun-Feng Su, Hong-Yuan Mark Liao, and Yennun Huang, "FIS-based Domestic Milling Machine PHM System Considering Multi-speed Frequency Variation," IEEE International Conference on Advanced Manufacturing, November 2018, (獲推薦轉投SCI期刊, 擴充研究修改中)
21. Hung-Chung Li, Shang-Chih Lin, Yu Tsao, Shun-Feng Su, Pei-Li Sun and Yennun Huang, "A Supervised Learning Algorithm Considering Light Conditions for Visual Inspection of Metal Objects," The 54th Annual Conference of Chinese Society for Quality 2018 International Symposium of Quality Management, November 2018, (Makalot Industry-Academic Collaboration Award) (獲推薦轉投EI期刊, 擴充研究修改中)
22. 林上智、李思壯、黃彥男, "台灣物聯網產業技術協會——工廠智慧化的停看聽," 第十五屆兩岸信息產業和技術標準論壇雲計算產業應用案例彙編, September 2018.
23. 葉子樵, 胡永立, 黃彥男, 郭斯彥, "Fog-Emulator: 基於容器化技術的霧運算應用開發仿真工具," 第14屆台灣軟體工程研討會, July 2018.
24. Chuan-Hsiang Su, Shang-Chih Lin, Chieh-Ming Chang, and Yennun Huang, "A Fuzzy Risk Assessment Strategy Based on Big Data for Multinational Financial Markets," IEEE International Conference on System Science and Engineering, June 2018, (通過SCI期刊第一輪審查, 擴充研究修改中)
25. Yu-Hsin Hung, Hong-Wei Li, Yu-Sung Wu, Bing-Jhong Jheng and Yennun Huang, "HIT: Hybrid-mode Information Flow Tracking with Taint Semantics Extraction and Replay," IEEE DSN 2018, June 2018.
26. Shang-Chih Lin and Yennun Huang, "Online Fuzzy Risk Assessment Approach of High-performance Rotating Machinery Based on Radial Vibration Signal and Spatial-temporal Trajectory," The 38th Symposium on Electrical Power Engineering, December 2017.
27. Shang-Chih Lin and Yennun Huang, "Construction of Machine Tool Health Condition Monitoring System by Vibration Trajectory Method," International Conference on Research Optimization in field of Economics and Social Sciences, December 2017.
28. Yung-Li Hu, Chu-Yu Wang, Ching-Kai Kao, Shao-Yu Chang, David S. L Wei, Yennun Huang, Ing-Yi Chen, and Sy-Yen Kuo, "Toward Fog-Based Event-Driven Services for Internet of Vehicles: Design and Evaluation," The 4th IEEE International Conference on Internet of Vehicles (IoV), December 2017.
29. Shang-Chih Lin and Yennun Huang, "A Fuzzy Condition Monitoring System Suitable for Machine Tool Spindle Motor Considering Dynamic Speed Characteristics," International Conference on Fuzzy Theory and Its Applications, November 2017.
30. Hong-Wei Li, Yu-Sung Wu, Yi-Yung Chen, Chieh-Min Wang, Yennun Huang, "Application Execution Time Prediction for Effective CPU Provisioning in Virtualization Environment," IEEE Transactions on Parallel and Distributed Systems, volume 28, number 11, pages 374-3088, November 2017, MOST 103-2221-E-001-028-MY3
31. Szu-Chuang Li, Bo-Chen Tai, Yennun Huang, Chi-Ta Lin, "Using Data Mining Methods to Detect Simulated Intrusions on a Modbus Network," The 7th IEEE International Symposium on Cloud Service Computing, November 2017.
32. Yao-Tung Tsou, Hung-Li Chen, Jai-Yang Chen, Yennun Huang, Pang-Chieh Wang, "Differential Privacy-Based Data De-Identification Protection and Risk Evaluation System," The 8th International Conference on ICT Convergence, October 2017.
33. Shang-Chih Lin and Yennun Huang, "An Abnormal Preventive System of Mechanical Equipment Based on MATLAB Internet of Things Technology," MATLAB and Simulink Tech Forum and Expo, October 2017.
34. Shang-Chih Lin and Yennun Huang, "A Histogram Statistical Method for the Detection of Localized Faults in Deep Groove Ball Bearing," MATEC Web of Conferences, volume 123, pages 1-8, September 2017.
35. Hung-Li Chen, Yao-Tung Tsou, Bo-Chen Tai, Szu-Chuang Li, Yennun Huang, Chia-Mu Yu, and Yu-Shian Chiu, "Developments and Applications of Data Deidentification Technology Under Big Data," Journal of Electronic Science and Technology, volume 15, number 3, pages 249-257, August 2017.
36. 王楚渝, 胡永立, 鄒耀東, 黃彥男, 郭斯彥, "應用於智慧交通之邊際運算系統的測試工具," 第13屆台灣軟體工程研討會, July 2017.
37. Shang-Chih Lin and Yennun Huang, "Application of BPNN Algorithm to Learning High Dimensional Features for Solving Induction Motor Defect Problems," IEEE International Conference on System Science and Engineering, July 2017.
38. 連茂棋、蔡瑞煌、黃彥男, "探索類神經網路於網路流量異常偵測中的即時性需求," 2017第九屆南區管理碩士論文研討會, June 2017.
39. Shang-Chih Lin and Yennun Huang, "Application of Statistical Methods to Excavate the Abnormal State Characteristics of Rotating Machinery," Proceedings of 2017 National Symposium on System Science and Engineering, May 2017.
40. Denis N. Butusov, Timur I. Karimov, Dmitry I. Kaplun, Artur I. Karimov, Yennun Huang, Szu-Chuang Li, "The Choice between Delta and Shift Operators for Low-Precision Data Representation," 2017 IEEE 20th Conference of Open Innovations Association (FRUCT2017), pages 46-52, April 2017.
41. Chien-Hung Chen, Ting-Yuan Hsia, Yennun Huang, Sy-Yen Kuo, "Scheduling-Aware Data Prefetching for Data Processing Services in Cloud," 2017 IEEE 31st International Conference on Advanced Information Networking and Applications (AINA2017), pages 835-842, March 2017.
42. Yennun Huang, Szu-Chuang Li, Bo-Chen Tai, Chieh-Ming Chang, Dmitrii I. Kaplun, Denis N. Butusov, "De-identification Technique for IoT Wireless Sensor Network Privacy Protection," Journal of Computer Science and Information, volume 10, number 1, pages 1-10, March 2017.
43. Bo-Chen Tai, Su-Chuang Li and Yennun Huang, "K-aggregation: Improving Utility for Synthetic Dataset using Differential Privacy," the 31-th IEEE AINA-2017 International Conference and for publication in IEEE CPS Conference Proceedings, March 2017.
44. Chia-Mu Yu, Kang-Cheng Chen, Bo-Chen Tai, Szu-Chuang Li, Yennun Huang, Chia-Ming Lin and Yao-Tung Tsou, "Data-Driven Approach for Evaluating Risk of Disclosure and Utility in Differentially Private Data Release," the 31-th IEEE AINA-2017 International Conference and for publication in IEEE CPS Conference Proceedings, March 2017.
45. Hung-Li Chen, Jia-Yang Chen, Yao-Tung Tsou, Chia-Mu Yu, Bo-Chen Tai, Szu-Chuang Li, Yennun Huang, Chia-Ming Lin, "Evaluating the Risk of Data Disclosure Using Noise Estimation for Differential Privacy," 2017 IEEE 22nd Pacific Rim International Symposium on Dependable Computing (PRDC2017), pages 339-347, January 2017.
 
 
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