Department of Computer Science and Information Engineering

Projects

Projects per year 2015 2015 2016 2017 2018 2019 2021 2022 2023 2024 2027

• 25 Not started
• 53 Active
• 323 Finished

Projects per year

Search results

• Finished

  113年度教學實踐研究推動與分析計畫-周立德老師

  Chou, L.-D. (PI)

  1/08/24 → 31/12/24

  Project: Research

• 113年度教學實踐研究推動與分析計畫-林家瑜老師

  Lin, C. Y. (PI)

  1/08/24 → 31/12/24

  Project: Research

• 113年度教學實踐研究推動與分析計畫-莊永裕老師

  Zhuang, Y.-Y. (PI)

  1/08/24 → 31/12/24

  Project: Research

• 整合生成與強化學習於多體學驅動抗微生物?之探索(1/2)

  Chung, C.-R. (PI)

  1/02/24 → 31/01/25

  Project: Research

• Foundation Model and Labeling Designs for Defect Detection in Manufaturing

  Su, P.-C. (PI)

  1/02/24 → 30/04/24

  Project: Research

  • Defect Detection 100%
  • Foundation Models 100%
  • Industrial Defect Detection 100%
  • Data Labeling 60%
  • Bounding Box 60%

• A Generative AI-Powered ESG Survey Engine: A Semantic Search, Retrieval-Augmented Generation and Content Analysis Approach

  Yang, S. J. H. (PI)

  19/01/24 → 30/10/24

  Project: Research

  • Search Retrieval 100%
  • Content Analysis Approach 100%
  • Semantic Search 100%
  • Retrieval-augmented Generation 100%
  • Generative AI 100%

• 資工系-林家瑜

  Lin, C. Y. (PI)

  1/01/24 → 20/12/24

  Project: Research

• Image processing technology for sports postures

  Su, M.-C. (PI)

  1/01/24 → 31/12/24

  Project: Research

  • Yoga 100%
  • Image Processing Technology 100%
  • Body Position 100%
  • Youth Sport 50%
  • Vouchers 50%

• 程式設計與人工智慧

  Sun, M.-T. (PI)

  1/01/24 → 31/12/24

  Project: Research

• Integration of Information Technology and Sports Medicine in Intelligent Table Tennis: From Taiwan to International Perspectives

  Sun, M.-T. (PI)

  1/01/24 → 31/12/24

  Project: Research

  • International Perspective 100%
  • Sports Medicine 100%
  • Taiwan 100%
  • Information Technology 100%
  • Information Integration 100%

• 智慧計算學門研究發展及推動規劃計畫(1/3)

  Chang, C.-H. (PI)

  1/01/24 → 31/12/24

  Project: Research

• 113年以實踐研究為導向之教學創新推動計畫-林家瑜老師

  Lin, C. Y. (PI)

  1/01/24 → 31/12/24

  Project: Research

• NCU Industrial Research Institute Joint R&D Center Project – Image processing technology for sports postures 2024

  Su, M.-C. (PI)

  1/01/24 → 31/12/24

  Project: Research

  • Yoga 100%
  • D-center 100%
  • Joint R&D 100%
  • Industrial Research Institutes 100%
  • Image Processing Technology 100%

• 自動化巡邏:藉由多樣性演算法與機器學習解決安全性賽局問題(2/2)

  Yang, H.-T. (PI)

  1/11/23 → 31/10/24

  Project: Research

  • Comprehensibility 100%
  • Deep Learning Method 100%
  • Algorithm Design 100%
  • Primary Objective 100%
  • System Analysis 100%

• 英語課程遠距教學研究計畫

  Su, M.-C. (PI)

  1/09/23 → 31/08/24

  Project: Research

• 可解釋性人工智慧及其應用(1/3)

  Su, M.-C. (PI)

  1/08/23 → 31/07/24

  Project: Research

• 整合隨身個別參與與在教室群體全班參與的劇場式具即時評量情境回饋之置身情境學習系統(2/3)

  Chen, G.-D. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Growth Mindset 100%
  • Students' Grit 100%
  • Chatbot 100%
  • Student Growth 100%
  • Enhanced Learning Outcome 100%

• 無檔案惡意程式與勒索軟體的解決方法(2/3)

  Hsu, F.-H. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • OCR Technology 100%
  • Bluetooth 100%
  • Worm 100%
  • Internet of Things Devices 100%
  • Optical Character Recognition 100%

• 次世代行動通訊技術之分散式認證、路由暨計費機制

  Sun, M.-T. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Home Network 100%
  • Authentication 100%
  • Micro-network 80%
  • Network Operator 80%
  • Call Routing 60%

• 研發對動態型別程式語言裡自定義型別物件的不可變性質檢查之程式設計支援

  Zhuang, Y.-Y. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Python 100%
  • Immutability 100%
  • Programmer 100%
  • Function Call 100%
  • Domain-Specific Library 100%

• 基於eBPF微服務整合管理框架之設計與實作(2/2)

  Chou, L.-D. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Microservice 100%
  • Microservice Architecture 82%
  • Microservices 79%
  • Monitoring System 73%
  • Kubernetes 67%

• 基於大規模非監督預訓練模型之低資源及語碼轉換語音識別技術(3/3)

  Wang, J.-C. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Deep Learning Method 100%
  • Target Speaker Extraction 80%
  • Attention-enhanced 80%
  • Speech Extraction 80%
  • Multilingual Speech Recognition 80%

• 深度學習的基礎技術革新：針對最佳化方式、網路結構、及模型複雜度(3/3)

  Chen, H.-H. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Deep Learning Method 100%
  • Large-scale Sensor Networks 50%
  • Deep Learning 50%
  • Graph Neural Network 50%
  • Sensor Network 50%

• 基於資訊擷取及常識圖譜聊故事機器人之研究(2/3)

  Chang, C.-H. (PI)

  1/08/23 → 31/07/24

  Project: Research

• 以生態觀點重塑數位學習平台—科學學習虛擬世界與學習分析的設計與評估(1/3)

  Liu, C.-C. (PI)

  1/08/23 → 31/07/24

  Project: Research

• 基於自我調節學習策略與創意問題解決模型之程式語言學習分析實證研究(2/3)

  Yang, S. J. H. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Learning Analytics 100%
  • Learning Performance Prediction 80%
  • Explainable Artificial Intelligence 80%
  • Natural Language Processing 80%
  • Learning Approaches 80%

• AI+X: Guiding students to apply AI for cross-domain development through competitions

  Lin, C. Y. (PI)

  1/08/23 → 31/01/25

  Project: Research

  • Cross-domain Development 100%
  • Problem Solving 100%
  • Artificial Intelligence 100%
  • Development Domain 100%
  • Industry Problems 57%

• 軟體工程知識管理工具-GeekyNotes(3/3)

  Cheng, Y.-P. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Technical Documentation 100%
  • Software Maintenance 75%
  • Project Proposal 25%
  • Incomplete Knowledge 25%
  • Source Code 25%

• 基於深度學習之影像資訊隱藏研究-隱寫分析與擾動深偽數位浮水印設計

  Su, P.-C. (PI)

  1/08/23 → 31/10/24

  Project: Research

  • Deep Learning Method 100%
  • Deepfakes 66%
  • Deep Learning Methods 57%
  • Experimental Result 57%
  • Supervised Learning 45%

• 「競賽學習」對Cloud+X跨域能力與Cloud系統建置能力培養的成效分析

  Lin, C. Y. (PI)

  1/08/23 → 31/12/23

  Project: Research

• 基於語義檢索與強化學習的臺灣高發生率癌症之醫學長篇自動問答系統(1/3)

  Tsai, T.-H. (PI)

  1/08/23 → 31/07/24

  Project: Research

• 使用FPGA的YOLO物件偵測推論硬體加速器設計(1/3)

  Chen, C.-H. (PI)

  1/08/23 → 31/07/24

  Project: Research

• 基於AI之5G/B5G網路切片管理與安全技術之研究(2/3)

  Chou, L.-D. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Kubernetes 100%
  • EBPF 100%
  • Monitoring System 100%
  • Network Monitoring 100%
  • Microservice Architecture 100%

• 用於高效能機器學習框架之新興記憶體與儲存系統設計-於混合式記憶儲存平台上高效能資料索引系統設計以支援機器學習應用(2/3)

  Chen, T.-Y. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Ladies 100%
  • Locality-aware 100%
  • Deduplication 100%
  • Shingled Magnetic Recording 100%
  • Magnetic Recording 100%

• 應用可解釋人工智慧與聊天機器人在程式課程學習分析與改善學習成效之實證研究(1/3)

  Yang, S. J. H. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Learning Analytics 100%
  • Learning Performance Prediction 80%
  • Explainable Artificial Intelligence 80%
  • Natural Language Processing 80%
  • Learning Approaches 80%

• 於斯格明子為基礎之計算架構上啟用機器學習演算法:概念，挑戰，與設計(2/3)

  Chen, T.-Y. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Ladies 100%
  • Locality-aware 100%
  • Deduplication 100%
  • Shingled Magnetic Recording 100%
  • Magnetic Recording 100%

• 讓照片中的人物起舞-基於單張影像生成肢體動作與影像背景修補技術之舞蹈影片生成系統(1/3)

  Cheng, H.-Y. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Convolutional Neural Network 100%
  • ConvNet 50%
  • Action Recognition 50%
  • Meteorological Characteristics 50%
  • Vehicle-based 50%

• 基於深度學習方法建構高效低毒抗菌?設計與篩選平台(1/3)

  Horng, J.-T. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Antimicrobial Peptides 100%
  • Minimum Inhibitory Concentration 83%
  • Pathogenic Bacteria 66%
  • Ensemble Deep Learning Model 66%
  • Peptide Sequencing 38%

• 導入非監督式學習方式建立交通違規偵測系統(3/3)

  Fan, K.-C. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Traffic Rules 100%
  • License Plate Recognition 100%
  • Multi-object Tracking 100%
  • Matching Strategy 100%
  • Rule Violation 100%

• Integrating debuggers with making-thinking-visible to improve students' understanding and use of programming language mechanisms

  Zhuang, Y.-Y. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Debugger 100%
  • Language Mechanism 100%
  • Programming Languages 100%
  • Making Thinking Visible 100%
  • Programming Language 100%

• Information technology software academy - Value Creation Items

  Su, M.-C. (PI)

  1/04/23 → 31/03/24

  Project: Research

  • Value Creation 100%
  • Information Technology 100%
  • Cross-domain Integration 100%
  • Academy 100%
  • Social Platform 100%

• 112年智慧晶片系統整合推動聯盟-模組教材發展計畫

  Chen, T.-Y. (PI)

  1/04/23 → 31/03/24

  Project: Research

  • Teaching Materials 100%
  • Memory Systems 100%
  • Information Security 100%
  • Embedded Memory 100%
  • Embedded System Memory 100%

• AI與我：AI如何在不同領域讓人類增能並改進人類生活

  Tsai, T.-H. (PI)

  1/04/23 → 15/10/24

  Project: Research

  • Human Life 100%
  • Artificial Intelligence 100%

• 以人工智慧實踐二胡演奏行為暨音樂風格分析(2/2)

  Shih, K. (PI)

  1/01/23 → 31/03/24

  Project: Research

  • Accompaniment 100%
  • Erhu 100%
  • Mistakes 66%
  • Ornament 66%
  • Feelings 66%

• 程式設計與人工智慧

  Sun, M.-T. (PI)

  1/01/23 → 31/12/23

  Project: Research

• Integration of Information Technology and Sports Medicine in Intelligent Table Tennis: From Taiwan to International Perspectives

  Sun, M.-T. (PI)

  1/01/23 → 31/12/23

  Project: Research

  • International Perspective 100%
  • Sports Medicine 100%
  • Taiwan 100%
  • Information Technology 100%
  • Information Integration 100%

• 資訊與社會服務

  Tsai, T.-H. (PI)

  1/01/23 → 31/12/23

  Project: Research

• esgTransformer: Deep Learning Models for ESG Analytics and Social Response

  Yang, S. J. H. (PI)

  30/11/22 → 29/11/23

  Project: Research

  • Deep Learning Model 100%
  • ESG Performance 100%
  • Social Reactions 100%
  • Deep Learning Method 100%
  • Core Technology 100%

• AACL-IJCNLP 2022

  Chang, C.-H. (PI)

  21/11/22 → 28/02/23

  Project: Research

  • Natural Language Processing 100%
  • Computational Linguistics 50%
  • Program Chairs 50%
  • Negative Findings 50%
  • Hybrid Meetings 50%

• Transferable Intent Detection and Slot value for Cross-Domain Language Understanding

  Chang, C.-H. (PI)

  1/11/22 → 31/10/23

  Project: Research

  • Cross-domain 100%
  • Language Comprehension 100%
  • Intent Detection 100%
  • Domain-specific Languages 100%
  • Dialog System 100%