Department of Computer Science and Information Engineering

Projects

Projects per year 2015 2015 2016 2017 2018 2019 2020 2021 2022 2023 2026

• 10 Not started
• 20 Active
• 331 Finished

Projects per year

Search results

• Finished

  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%

• 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

• Speech Recognition

  Wang, J.-C. (PI)

  1/09/23 → 8/03/24

  Project: Research

  • Speech Recognition 100%
  • Logopedics 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

• 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

• 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

• 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

• 低資源語言之開放式口語問答系統(1/3)

  Wang, J.-C. (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

• 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

  • Bluetooth 100%
  • Worm 100%
  • Internet of Things Devices 100%
  • File Transfer 44%
  • Bluetooth Device 33%

• 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 → 31/07/24

  Project: Research

  • Small Dataset 100%
  • Deep Learning 100%
  • Sign Language Recognition 100%
  • Deep Learning Method 100%
  • Hand Skeleton 66%

• Talent Training Project for Intelligent Spoken Language Processing

  Wang, J.-C. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Talent Training 100%
  • Spoken Language Processing 100%
  • Training Program 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

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

• 兒童自閉症數位療法-基於虛擬實境和多模態神經感測的精準輔助診斷與自調適訓練系統(2/3)

  Wu, H.-K. (PI)

  1/08/23 → 31/07/24

  Project: Research

• 結合三維模型與動態特徵之行進間身分認證系統(3/3)

  Fan, K.-C. (PI)

  1/08/23 → 31/07/24

  Project: Research

• 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

• Artificial Intelligence Technology

  Wang, J.-C. (PI)

  1/08/23 → 30/04/24

  Project: Research

  • Artificial Intelligence Technology 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%

• 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

  • Real-time Object Detection 100%
  • UAV 100%
  • Convolutional Neural Network 100%
  • Vehicle-based 100%
  • Vision-based Tracking 100%

• 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

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

• 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

• 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

• 「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

• 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

• 基於多模態情緒識別之憂鬱症精準輔助檢測與健康衛教的虛擬智能張老師(II)-總計畫暨子計畫三：憂鬱症精準輔助檢測與健康衛教的虛擬智能張老師(II)

  Yeh, S.-C. (PI)

  1/08/23 → 31/07/24

  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

• 偏鄉智慧早療模式建置-偏鄉智慧早療模式--數位偏鄉早期療育之智慧模式的建構與實踐(2/3)

  Yeh, S.-C. (PI)

  1/08/23 → 31/07/24

  Project: Research

• 基於多模態情緒識別之憂鬱症精準輔助檢測與健康衛教的虛擬智能張老師(II)-子計畫一：基於深度學習混合架構之行動端多模態生理感測融合的情緒識別研究(II)

  Wu, H.-K. (PI)

  1/08/23 → 31/07/24

  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

• 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

• 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

• 無錨框物件偵測與追蹤核心輕量化技術開發(3/3)

  Fan, K.-C. (PI)

  1/08/23 → 31/07/24

  Project: Research

  • Aerial Photography 100%
  • Testing Time 100%
  • Rice Plant 100%
  • Plant-based 100%
  • Aerial Image 100%

• 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%

• 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

  • Target Speaker Extraction 100%
  • Attention-enhanced 100%
  • Speech Extraction 100%
  • Temporal Convolutional Network 100%
  • Target Information 100%

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

  Lin, C. Y. (PI)

  1/08/23 → 31/07/24

  Project: Research

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

• 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

• 職能面試之智慧心理素質評估模型建置

  Yeh, S.-C. (PI)

  1/06/23 → 31/05/24

  Project: Research

• 基於深度學習與資安威脅知識本體庫的情資威脅報告分析與分類(II)

  Wu, H.-K. (PI)

  1/06/23 → 31/05/24

  Project: Research

• Construction of a Translational Breast Cancer Genomic and Biological Database Platform.

  Wang, J.-C. (PI)

  1/05/23 → 30/04/24

  Project: Research

  • Genomic Databases 100%
  • Breast Cancer Genomics 100%
  • Biological Databases 100%
  • Database Platform 100%
  • Breast Cancer 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 → 31/07/24

  Project: Research

• Information technology software academy - Value Creation Items

  Su, M.-C. (PI)

  1/04/23 → 31/03/24

  Project: Research

  • Smart Innovation 100%
  • Cross-domain Integration 100%
  • Academy 100%
  • Value Creation 100%
  • Information Technology 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%

• 資訊與社會服務

  Tsai, T.-H. (PI)

  1/01/23 → 31/12/23

  Project: Research

• 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

• 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%
  • Table Tennis 100%
  • Taiwan 100%
  • Information Technology 100%

• 程式設計與人工智慧

  Sun, M.-T. (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

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