Business Analytics Laboratory (商業分析實驗室)

(News) 恭喜品穎 (Pollie)、振宇 (Jeff)，主動使用英語完成實驗室論文報告 (準備出國參加研討會)

(News) 歡迎凡玨、宇翔、和可勳的加入

(News) 暑假上山喝咖啡、聽黑膠

(News) 國科會114年度 【 公平最佳決策樹和其應用 】計畫通過

(News) 恭喜庭煜 (Angus)，順利完成 (4 + 1) 碩士論文口試 (實驗室有外籍生，自動使用全英報告與問答)

(News) 恭喜豐安和苑馳，工業系設施規劃學科競賽特優

If you are interested in operations research, machine learning, data science, and its real-world applications (in supply chain, business, smart manufacturing, etc.), please email me your resume and transcript to schedule a meeting or online chat. Please refer to this blog for more details about your resume.

• Key infor: Guides for students,   Tips for the final project and your thesis
• Meeting: Group meeting,  Meeting schedule
• Further infor: Optimization,  Machine learning and AI

We welcome students with computer science, math and statistics, physics, and (industrial) engineering backgrounds to join our lab. 

• Please ensure you are comfortable with the (introductory) material in math and Python which are free once you log in. 
• More 
• Charu C. Aggarwal, Linear Algebra and Optimization for Machine Learning: A Textbook, Springer, 2020. (available through CYCU VPN)
• Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong, Mathematics for Machine Learning, Cambridge University Press, 2020.
• Ulrike von Luxburg, Mathematics for Machine Learning, Winter term 2020/21. (videos)
• Dimitris Bertsimas et al., The Analytics Edge, MIT on edX. (A beautiful entry course for machine learning and optimization)
• You will take some classes in these areas in the first graduate year. 

MOE Elite Scholarship Program (教育部新南向培英專案): Scholarship for Lecturers from South and Southeast Asia, (Applied to PhD program) Recipients will be awarded NT $25,000 per month for 3 years. 

成員 (Team members), 莊敬 302 (ISE Building no. 23, room 302) (username at gmail  dot com)

• 許志華 (Jerry Hsu), advisor (chhsu135)
• 廖庭煜 (Angus)，博士班 114 級 (angus21210)
• 預研生 112 級 (4 + 1) 
• 碩士班入學甄試第一名 (First place in the entrance examination for master's program)
• 2023 中原大學電資學院 (College of EECS, CYCU)，AI 創意構想競賽金獎 (Gold Medal in AI Creative Concept Competition)
• Ting-Yu Liao and Chih-Hua Hsu, Comprehensive Comparisons of SPLS and HR for Multi-Collinear and Noisy Data, APIEMS, 2024. (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)
• 朱品穎 (Pollie)，研究所 113 級 (a0973634180)
• 趙振宇 (Jeff)，研究所 113 級 (zz2347605)
• 朱旻為 (Willy)，研究所 113 級 (homework7915)
• Nyein Sandi Shwe，2025 Spring master (nyeinsandishwesep27) (Bachelor in information technology, Myanmar)
• 李宇翔，研究所 114 級 (jemmy5588)
• 黃薇瑄，碩專班 112 級 (free880130)
• 簡依光，碩專班 113 級 (ml2716fi106)
• 蔡瑋強，碩專班 113 級 (bigjogn8039)
• 廖凡玨， 碩專班 114 級
• 專題：蔡豐安 (Frank) (111 級丙班，ann3866631)，呂苑馳 (Lucas) (111 級丙班，lcc11301108)，黃可勳 (Ryan，keshiun88)
• 蔡豐安 (組長)，求解馬可維茲模型之各演算法應用：投資決策分析，工業系作業研究學科競賽第二名

2025/6/29 土城

2024/10/24 (感謝謝總貢獻的演講費)

前成員 (Former members)

• 邱寶樟，暑期實習專題 (112 級丙班) (推甄上台大工業工程學研究所)
• 大學部：蔡豐安 (111 級丙班)，吳韋澄 (111 級丙班)，呂苑馳 (111 級丙班)，劉耘希 (111 級丙班)，林豫核   (111 級丙班)，陳育申 (111 級丙班)，杜芊宜 (111 級丙班)，張瑋珊 (111 級丙班)
• ML 計畫：廖庭煜 (109 級丙班)，顏羽軒 (109 級丙班)
• 專題：蔡佳芸 (110 級乙班)，葉微君 (110 級乙班)，高子涵 (110 級乙班)，黃鈺荃  (110 級乙班)
• 專題：許雅婷  (109 級丙班)，潘幸慈 (109 級丙班)，王喬誼  (109 級丙班)
• 2023 春 SK 計畫：呂宜頻 (109 級甲班)，游心蕙(109 級甲班)，陳宣羽 (109 級甲班)，陳韋蓁 (109 級甲班)，林孝澤 (109 級乙班)
• 2022 秋 SK 計畫：莊馨怡 (108 級甲班)，江維鈞 (108 級乙班)，盧建亨  (108 級電資)，林彥君 (109 級乙班)，何雅潔 (109 級乙班)，洪新凱 (109 級乙班)，簡琇茹 (109 級乙班)

Origin of the name