研究 (Research)

Conference papers:

• C.-H. Hsu and T.-Y. Liao,  Enhanced holistic regression for multicollinearity detection and feature selection, Available at SSRN, 2025. (code)
• 廖庭煜、維琪、許志華、饒忻，增強不確定性下的決策：結合 TRIZ 和機器學習方法的穩健優化框架，2025 系統性創新研討會暨專案競賽，論文競賽獎第一名 (code)

Journal articles:

• H.-A. Bui, C.-H. Hsu, H.-W.V. Young, Y.-Y. Chen, and Y.-A. Liou, Advanced Semi-Supervised Learning for Remote Sensing-Based Land Cover Classification in the Mekong River Delta, Vietnam, Remote Sensing, 2026, 18, 989. https://doi.org/10.3390/rs18070989.

工業系作業研究學科競賽

主題 (開放題目)

• 結合生產計畫與管制和作業研究兩門課求最佳解，包括工廠內的排程、派工、設施規劃、廠內運輸、廠外運輸、供應鏈網路設計等相關問題 
• 以桃園巿為研究對象的相關最佳化問題

YouTube 人氣獎

• 助教：蔡豐安 (Frank) (email: ann3866631 at Gmail)
• 影片上傳期限：5/21 ~ 5/28 (6 pm)

作業研究競賽題目

Please cite this webpage if you use the material/method in this blog. Thank you. (如果您使用本部落格中的資料/方法，請註明此來源網頁。謝謝。)

• Some papers/information for idea generation or implementation

下廚

對我而言，煮飯是讓腦袋和眼睛休息的好方法、也可以半蹲切菜以活動筋骨。當然，用料也比較健康。

整個過程也和做研究是一樣的，如何修正火候和配料、觀察結果、再持續改善；菜色也要持續變化，想辦法創新。煎魚的時候，為了避免想要一直翻面的缺點，就設定鬧鐘，避免人為疏失。

最重要的是，夫人不斷地鼓勵與正向回饋，令人有成就感。

每次回金門時，二堂嫂知道我喜歡吃豬腳，都會滷一鍋。過年的時候，最高紀錄一天吃五個。於是就學了這個食譜，在醬油上色之後，使用純米酒，就能煮出那個香味，yummy。

一些常聽的 Podcast 節目和培養英文聽力的方法

一些常聽的 Podcast 節目 (*)，適合坐車、(讓眼睛) 休息、睡前、或運動時聽 (Some frequently listened-to podcasts (*) suitable for listening while traveling, giving your eyes a rest, before bed, or during exercise.) 

• Acquired (You could look at its transcript using iPhone.)
• Google Part III: The AI Company (new)
• I am listening to it the third time to fill in some missed details.
• In a rapidly changing world, learning how technology, corporations, and uncertainty management interact is essential.
• Hinton did split the money fairly with his students, so the message in the podcast is incorrect.
• Google search: Stories about its technology and business model
• How ARM Became The World’s Default Chip Architecture (with ARM CEO Rene Haas)
• The Complete History & Strategy of Microsoft: Vol. I, Vol. II 
• Renaissance Technologies: The best-performing investment firm of all time. A book. The hosts even talk about the hidden Markov process!
• TSMC Founder Morris Chang
• American Public Media: Marketplace
• Asianometry: Global Semiconductor Issues, Semiconductor "Course", TSMC Analysis