| 課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
|---|---|---|---|---|
| 3706046 | 圖形辨識 | Pattern Recognition | 3.0 | 3 |
| 中文概述 Chinese Description | 於工業工程與管理之研究領域中，圖形辨識為一重要之工具，故於本課程中藉由理論和實作之配合，且加入相關主題之專題報告，以增加學生對圖形辨識之理解和應用，課程之內容包含：統計型圖形辨識、降維法、群聚法、類神經辨識法、及其運用。 | |||
| 英文概述 English Description | Pattern recognition is an important tool in the area of industrial engineering and management. The purpose of this course is to study the theory and applications in the area of pattern recognition. Incorporating the lecture and three projects (self-learning), we let student practice the commonly used algorithms of pattern recognition. The content includes the following subjects: statistical pattern recognition, dimensionality reduction, clustering, and neural network approaches and their applications. | |||
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