林筱玫

Lin, Hsiao-Mei Lin (Lydia)

E-mail:

Lydia.hmlin[at]mail.ntust.edu.tw

Lydia.hmlin[at]gmail.com

Website:

https://lydia-hml.github.io/

Education

學歷

國立台灣科技大學-設計學院建築系-博士

Ph.D. in Architecture, College of Design, National Taiwan University of Science and Technology (NTUST)

國立清華大學-電資學院資訊工程系-碩士/學士

Master's and Bachelor’s degrees in Computer Science, College of Electrical Engineering and Computer Science, National Tsing Hua University (NTHU)

Research

研究範疇

人工智慧(Artificial Intelligence)/物聯網(Internet of Things)/設計思考(Design Thinking)/創新創業(Innovation and Entrepreneurship)

Journal Papers

期刊論文

1. Lydia Hsiao-Mei Lin, Wei-Cheng Lien, Cindy Yu-Ting Cheng, You-Cheng Lee, Yi-Ting Lin, Chin-Chia Kuo, Yi-Ting Lai, and Yan-Tsung Peng, “A rapid household mite detection and classification technology based on artificial intelligence-enhanced scanned images,” Internet of Things, Vol. 29, Jan. 2025. [Online]. Available: https://doi.org/10.1016/j.iot.2024.101484 (SCI, Q1) (First Author)
2. Hsiao-Mei Lin, Ching-Yuan Lin, Chun-Hung Wang, and Ming-Jong Tsai. “A Novel Mechanical Fault Diagnosis Based on Transfer Learning with Probability Confidence Convolutional Neural Network Model,” Applied Sciences, vol. 12, no. 19, p. 9670, Sep. 2022. [Online]. Available: https://www.mdpi.com/2076-3417/12/19/9670. (SCI, Q2) (First Author)
3. Zhi-Feng Guan, Hsiao-Mei Lin, and Ching-Yuan Lin. IoT System to Detect and Record Closure Status of Fire Doors-Using LoRa Technology, Architecture Science (ArS), Pp. 29-38, Dec. 2018. [Online]. Available: https://doi.org/10.3966/221915772018120018003
4. Hsiao-Mei Lin, Shuo-Hung Chen, Jim Kao, Yung-Ming Lee, Gary Li-Kai Hsiao, Ching-Yuan Lin, “Applying Active Dynamic Signage System in Complex Underground Construction,” International Journal of Scientific & Engineering Research (IJSER), vol. 8, Feb. 2017. [Online]. Available: https://api.semanticscholar.org/CorpusID:212458586 (First Author)

Conference Papers

研討會論文

1. Ting-Jui Chang, Lydia Hsiao-Mei Lin, Richard Tzong-Han Tsai, "Conversational Product Recommendation using LLM," 2024 IEEE 4th International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB 2024), Taipei, Taiwan, 2024, pp. 340-343. [Online]. Available: doi: 10.1109/ICEIB61477.2024.10602608. (Corresponding Author)
2. Jun-Wei Wu, Lydia Hsiao-Mei Lin, Richard Tzong-Han Tsai, "Enhancing ESG Reporting Analysis: Leveraging GPT and Resampling Methods for Improved Multi-Label Classification," 2024 IEEE 4th International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB 2024), Taipei, Taiwan, 2024, pp. 415-418. [Online]. Available: doi: 10.1109/ICEIB61477.2024.10602711. (Corresponding Author)
3. Lydia Hsiao-Mei Lin, Fang-Kai Ting, Ting-Jui Chang, Jun-Wei Wu, Richard Tzong-Han Tsai, "GPT4ESG: Streamlining Environment, Society, and Governance Analysis with Custom AI Models," 2024 IEEE 4th International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB 2024), Taipei, Taiwan, 2024, pp. 442-446, [Online]. Available: doi: 10.1109/ICEIB61477.2024.10602567. (First and Corresponding Author)
4. Cindy Yu-Ting Cheng, Lydia Hsiao-Mei Lin*, Wei-Cheng Lien, Yi-Ting Lai, Yi-Ting Lin, Yan-Tsung Peng, and You-Cheng Lee, “AI -Enhanced Household Mite Detection and Classification”, IEEE International Conference on Electronic Communications，Internet of Things and Big Data (ICEIB 2024), Taipei, Taiwan, 2024. (Corresponding Author)
5. Fang-Kai Ting, Lydia Hsiao-Mei Lin*, Wei-Cheng Lien, Simon Hung-Yi Lu, Richard Tzong-Han Tsai, “Advanced RUL Prediction with Transformer Architecture and Multi-Scale Feature Engineering”, IEEE International Conference on Electronic Communications，Internet of Things and Big Data (ICEIB 2024), Taipei, Taiwan, 2024. (Corresponding Author)
6. Yi-Ting Lin; Yan-Tsung Peng; Wei-Cheng Lien; You-Cheng Lee; Yi-Ting Lai and Lydia Hsiao-Mei Lin, “High-Precision AI-based Mite Detection and Classification using Image Enhancement Techniques”, National Computer Symposium (NCS 2023), Taipei, Taiwan, 2023. pp. 280-284.
7. Hsiao-Mei Lin, Chun-Hung Wang, Ming-Jong Tsai, and Ching-Yuan Lin, “A Novel Mechanical Fault Diagnosis Based on Transfer Learning in Probabilistic Confidence CNN Model,” presented at the 2022 IEEE International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB 2022), 2022 Hsinchu, Taiwan. (First and Corresponding Author)
8. Hsiao-Mei Lin, Ching-Yuan Lin, Jui-Cheng Ko, and Yu-Shiang Wu, “Risk Factors of Post-earthquake Fire for Constructions Using the Analytic Hierarchy Process Approach,” in Proceedings of the 2016 International Conference on Architectural Engineering and Civil Engineering (ICAECE 2016), Dec. 2016, pp. 1–4, doi: 10.2991/aece-16.2017.1 [Online]. Available: https://doi.org/10.2991/aece-16.2017.1 (First Author)
9. Shuo- Hung Chen, Hsiao-Mei Lin, Ching-Chou Hsieh, Chih-Tsun Huang, Jing-Jia Liou, Yeh-Ching Chung, “TurboVG: A HW/SW co-designed multi-core OpenVG accelerator for vector graphics applications with embedded power profiler,” 16th Asia and South Pacific Design Automation Conference (ASP-DAC 2011), Yokohama, Japan, January 25-28, 2011. [Online]. Available: doi:10.1109/ASPDAC.2011.5722315
10. Shuo-Hung Chen, Hsiao-Mei Lin, Hsin-Wen Wei, Yi-Cheng Chen, Chih-Tsun Huang, Yeh-Ching Chung, “Hardware/Software co-designed accelerator for vector graphics applications,” 9th IEEE SympAosium on Application Specific Processors (SASP 2011), San Diego, CA, USA, 2011. [Online]. Available: doi: 10.1109/SASP.2011.5941088
11. Shuo-Hung Chen, Hsiao-Mei Lin, Kuo-Yi Chen, Yuan-Hao Chang, Pen-Chung Yew, Chien-Chung Ho ,“A systematic methodology for OS benchmark characterization,” Proceedings of the 2013 Research in Adaptive and Convergent Systems 2013 (RACS 2013), Montreal Quebec Canada, October 1-4, 2013. pp.404 – 409. [Online]. Available: doi: 10.1145/2513228.2513234

Sample Code

課程範例程式碼

111-2-DynamicWeb @GitHub