Department of Computer Science and Information Engineering

Projects

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

• 24 Not started
• 51 Active
• 326 Finished

Projects per year

Search results

• The Research of Applying Big Data to Improving Moocs Learning Analytics：An Empirical Study of College Calculus(2/3)

  Yang, S. J. H. (PI)

  1/08/18 → 31/07/19

  Project: Research

  • Performance Prediction 100%
  • Prediction Performance 100%
  • Student Academic Performance 75%
  • Performance-based 50%
  • Regression Algorithm 50%

• The Research of Applying Big Data to Improving Moocs Learning Analytics：An Empirical Study of College Calculus(3/3)

  Yang, S. J. H. (PI)

  1/08/19 → 31/07/20

  Project: Research

  • Learning Analytics 100%
  • Learning Performance 75%
  • programming course 75%
  • Student Learning 70%
  • Reading Strategies 60%

• 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%

• Unsupervised Neuro Machine Translation between Mandarin and Mother Tongue

  Tsai, T.-H. (PI)

  1/08/19 → 31/07/20

  Project: Research

• Using Deep Learning Methods in Musical Instrument Fingering for Chinese Puppet Shows

  Shih, K. (PI)

  1/08/17 → 31/08/18

  Project: Research

  • Fingering 100%
  • Deep Learning Methods 100%
  • Musical Instruments 100%
  • Puppet Show 100%
  • Bare Hand 66%

• Using Deep Learning Techniques for Common Taiwan Sign Language Translation

  Shih, K. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Deep Learning Methods 100%
  • Taiwan Sign Language 100%
  • Sign Language Translation 100%
  • Translation (Languages) 100%
  • Deep Learning Technique 100%

• Using Depth Information for 3d Chinese Signature Verification and Chinese Character Feature Extraction(1/3)

  Fan, K.-C. (PI)

  1/08/15 → 31/07/16

  Project: Research

• Using Depth Information for 3d Chinese Signature Verification and Chinese Character Feature Extraction(2/3)

  Fan, K.-C. (PI)

  1/08/16 → 31/07/17

  Project: Research

• Using Depth Information for 3d Chinese Signature Verification and Chinese Character Feature Extraction(3/3)

  Fan, K.-C. (PI)

  1/08/17 → 31/07/18

  Project: Research

  • Nearest Feature Line 100%
  • Person Authentication 100%
  • Biased Discriminant Analysis 100%
  • Feature Line Embedding 100%
  • Embedding Transformation 100%

• Visual Following Vehicles Repeating The Guider’s Trajectory(1/2)

  Tseng, D.-C. (PI)

  1/08/15 → 31/07/16

  Project: Research

• Visual Following Vehicles Repeating The Guider’s Trajectory(2/2)

  Tseng, D.-C. (PI)

  1/08/16 → 10/09/17

  Project: Research

• Web命名實體辨識模型建構工具之研究與開發(1/2)

  Chang, C.-H. (PI)

  1/08/18 → 31/07/19

  Project: Research

• Web命名實體辨識模型建構工具之研究與開發(2/2)

  Chang, C.-H. (PI)

  1/08/19 → 31/07/20

  Project: Research

• Wgan-Gpac: Wasserstein Generative Adversarial Networks with Gradient Penalty and Auxiliary Classifier

  Li, Y.-H. (PI)

  1/08/19 → 31/07/20

  Project: Research

• xDIVA - 3D Debugging Visualization by Visual Mapping Language

  Cheng, Y.-P. (PI)

  1/08/16 → 31/07/17

  Project: Research

• xDIVA - 3D視覺化除錯工具開發

  Cheng, Y.-P. (PI)

  1/08/15 → 31/07/16

  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

• 一個辨識疾病關聯的自動化網頁查詢分析系統

  Horng, J.-T. (PI)

  1/08/15 → 31/07/16

  Project: Research

• 以人工智慧實踐二胡演奏行為暨音樂風格分析(1/2)

  Shih, K. (PI)

  1/01/22 → 31/12/22

  Project: Research

  • Accompaniment 100%
  • Fiddle 100%
  • Ornament 100%
  • Feelings 100%
  • Erhu 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%

• 以人工智慧與資料科學為導向之智慧資安分析、防禦與鑑識技術(1/3)

  Wu, H.-K. (PI)

  14/08/17 → 31/05/18

  Project: Research

  • Network Function Virtualization 100%
  • Multicast Routing Protocol 100%
  • Mobile Ad Hoc Network (MANET) 100%
  • Dynamic Placement 100%
  • Energy Cost Optimization 100%

• 以人工智慧與資料科學為導向之智慧資安分析、防禦與鑑識技術-智慧生活與新興應用之資安技術研發計畫(2/3)

  Wu, H.-K. (PI)

  1/06/18 → 30/06/19

  Project: Research

• 以人工智慧與資料科學為導向之智慧資安分析、防禦與鑑識技術-智慧生活與新興應用之資安技術研發計畫(3/3)

  Wu, H.-K. (PI)

  1/06/19 → 31/08/20

  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

• 以程式碼分析結合機器學習技術增強在科學計算與資料科學領域之程式設計支援

  Zhuang, Y.-Y. (PI)

  1/08/21 → 31/07/22

  Project: Research

  • Machine Learning 100%
  • Learning System 100%
  • Programming Language 77%
  • Embedded Domain-specific Languages 66%
  • Exposure Problem 66%

• 以量子進化演算法最佳化可充電無線感測網路波束成形之研究

  Jiang, J.-R. (PI)

  1/08/15 → 31/07/16

  Project: Research

  • Wireless Rechargeable Sensor Networks 100%
  • Sensor Network 100%
  • Charger 60%
  • Charger Deployment 60%
  • Sensor Node 50%

• 任意拍攝角度之書籍切割與辨認技術之研究

  Cheng, H.-Y. (PI)

  1/08/15 → 31/07/16

  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

• 具九軸運動資訊融合的智慧化牙刷開發計畫

  Chen, C.-H. (PI)

  1/08/15 → 31/07/16

  Project: Research

• 具深度理解之智慧客服與新聞對話系統(1/3)

  Chang, C.-H. (PI)

  1/06/17 → 31/05/18

  Project: Research

• 協同穿戴式感測與感知核心技術開發(2/3)

  Wu, H.-K. (PI)

  1/08/15 → 31/10/16

  Project: Research

• 協同穿戴式感測與感知核心技術開發(3/3)

  Wu, H.-K. (PI)

  1/08/16 → 31/07/17

  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

• 台灣手語雙向翻譯技術

  Shih, K. (PI)

  1/08/22 → 31/07/23

  Project: Research

  • Taiwan 100%
  • Sign Language 100%
  • Word Error Rate 100%
  • Translation System 100%
  • Natural Language Processing 100%

• 基於AI之5G/B5G網路切片管理與安全技術之研究(1/3)

  Chou, L.-D. (PI)

  1/08/22 → 31/07/23

  Project: Research

  • Software-defined Networking 100%
  • Memory Allocation 100%
  • Network Service Header 100%
  • Programmable Data Plane 100%
  • Implementation Model 100%

• 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%

• 基於eBPF微服務整合管理框架之設計與實作(1/2)

  Chou, L.-D. (PI)

  1/08/22 → 31/07/23

  Project: Research

  • Software-defined Networking 100%
  • Memory Allocation 100%
  • Network Service Header 100%
  • Implementation Model 100%
  • Genetic Services 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SDN與NFV之訊務卸載分流管理機制(1/3)

  Chou, L.-D. (PI)

  1/08/16 → 31/07/17

  Project: Research

• 基於SDN與NFV之訊務卸載分流管理機制(2/3)

  Chou, L.-D. (PI)

  1/08/17 → 31/07/18

  Project: Research

  • Software-defined Networking 100%
  • Resource Allocation 60%
  • Long Term Evolution 50%
  • Self-organizing Networks 50%
  • Network Traffic 50%

• 基於SDN與NFV之訊務卸載分流管理機制(3/3)

  Chou, L.-D. (PI)

  1/08/18 → 31/08/19

  Project: Research

  • Software-defined Networking 100%
  • Fuzzy Based 68%
  • Traffic Classification 63%
  • Network Function Virtualization 60%
  • Network Services 60%

• 基於區塊鏈以促進交流媒合並降低少數集團把持的三方機制設計

  Tsai, M.-F. (PI)

  1/08/21 → 31/07/22

  Project: Research

  • Data Privacy 100%
  • Storage Architecture 100%
  • Movie Rating 100%
  • Data Trustworthiness 100%
  • User Control 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(1/3)

  Wang, J.-C. (PI)

  1/08/21 → 31/07/22

  Project: Research

  • Speech Recognition 100%
  • Speech Recognition Model 83%
  • Recognition-based 62%
  • Speech Recognition System 50%
  • Multilingual Speech Recognition 50%

• 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(2/3)

  Wang, J.-C. (PI)

  1/08/22 → 31/07/23

  Project: Research

  • Multilingual Speech Recognition 100%
  • Speech Recognition 100%
  • Code-switched Speech 100%
  • Speech Recognition Model 100%
  • Noisy Student 75%

• 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%

• 基於注意力和想像力機制之符合語意描述動態場景生成系統(1/2)

  Cheng, H.-Y. (PI)

  1/08/21 → 31/07/22

  Project: Research

  • Scenery Image 100%
  • Generative Adversarial Networks 100%
  • Scene Classification 100%
  • User Description 100%
  • Data Cleaning 100%

• 基於注意力和想像力機制之符合語意描述動態場景生成系統(2/2)

  Cheng, H.-Y. (PI)

  1/08/22 → 31/07/23

  Project: Research

  • Color Loss 100%
  • Generated Image 100%
  • Image Generation 100%
  • Scene Generation 100%
  • Region Normalization 100%

• 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%

• 基於深度學習技術之影像與視訊內容竄改鑑識機制

  Su, P.-C. (PI)

  1/08/21 → 31/07/22

  Project: Research

  • Deep Learning Method 100%
  • Language Development 50%
  • Character Recognition 50%
  • Visual Language 50%
  • Language Learner 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%