Department of Digital Financial Technology

Projects

Projects per year 2003 2019 2020 2021 2022 2023 2025

• 1 Active
• 45 Finished

Projects per year

Search results

• Active

  Financial News in Exchange Rate Prediction: the Relationships between News Platforms, Text Feature Representations, and Supervised Learning Models

  Lin, W.-C. (PI) & Huang, C. H. (CoPI)

  01/08/24 → 31/07/25

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Supervised Learning 100%
  • Representation Learning 100%
• Finished

  Scenetalk: an Interactive Surveillance System for Campus Scene Understanding

  Chen, J.-H. (PI) & Wei, J.-D. (CoPI)

  01/08/23 → 31/07/24

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Scene Understanding 100%

• Financial News in Exchange Rate Prediction: the Relationships between News Platforms, Text Feature Representations, and Supervised Learning Models

  Lin, W.-C. (PI)

  01/08/23 → 31/07/24

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Supervised Learning 100%
  • Representation Learning 100%

• Industry-Academia Alliance of Applying Artificial Intelligence Technology on Medical Treatments and Medical Materials( II )

  Chen, J.-H. (PI), Chan, H.-L. (CoPI), Chang, Y.-J. (CoPI), Kuo, C.-F. (CoPI), Lai, C.-S. (CoPI), Lee, C.-C. (CoPI) & Wey, I.-C. (CoPI)

  01/02/23 → 31/01/24

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Medical Treatment 100%
  • Specific Industry 100%
  • Artificial Intelligence 50%

• 『職能、共融、永續』-身心障礙者工作培力實踐計畫

  Li, K.-Y. (PI) & Chang, H.-Y. (CoPI)

  01/01/23 → 31/12/24

  Project: Ministry of Education › Ministry of Education Grants Research

• Decomposing the Social Dimension of Csr: Text Mining 4,000 Csr Reports Published by Listed Companies in Taiwan

  Kuo, C.-L. (PI) & Chang, H.-Y. (CoPI)

  01/08/22 → 31/07/23

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Social Dimension 100%
  • Text Mining 100%
  • Published Report 100%

• Scenetalk: an Interactive Surveillance System for Campus Scene Understanding

  Chen, J.-H. (PI) & Wei, J.-D. (CoPI)

  01/08/22 → 31/07/23

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Surveillance System 100%
  • Scene Understanding 100%

• Conative Csr Engagement: a Stakeholder Governance View

  Chang, H.-Y. (PI)

  01/08/22 → 31/07/23

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Governance 100%
  • Engagement 100%
  • Project 100%
  • Stakeholders 100%

• Financial News in Exchange Rate Prediction: the Relationships between News Platforms, Text Feature Representations, and Supervised Learning Models

  Lin, W.-C. (PI)

  01/08/22 → 31/07/23

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Representation Learning 100%
  • Supervised Learning 100%

• Industry-Academia Alliance of Applying Artificial Intelligence Technology on Medical Treatments and Medical Materials( I )

  Chen, J.-H. (PI), Chan, H.-L. (CoPI), Chang, Y.-J. (CoPI), Kuo, C.-F. (CoPI), Lai, C.-S. (CoPI), Lee, C.-C. (CoPI) & Wey, I.-C. (CoPI)

  01/02/22 → 31/01/23

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Medical Treatment 100%
  • Specific Industry 100%
  • Artificial Intelligence 50%

• Strategic Behavior of Financially Distressed Firms to Shift Corporate Risks: Concerning Firm Rivalry, Capital Market Pressure, and Social Stakeholder Interactions

  Chang, H.-Y. (PI)

  01/08/21 → 31/07/22

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Corporate Risk 100%

• Scenetalk: an Interactive Surveillance System for Campus Scene Understanding

  Chen, J.-H. (PI) & Wei, J.-D. (CoPI)

  01/08/21 → 31/07/22

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Scene Understanding 100%

• Binary Decomposition Approaches in Multi-Class Datasets

  Lin, W.-C. (PI)

  01/08/21 → 31/07/22

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Binaries 100%

• Multi-Modal Deep Learning Architecture for Stock Price Prediction

  Lin, W.-C. (PI)

  01/08/20 → 31/07/21

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Prediction Model 100%
  • Deep Learning 50%
  • Textual Feature 50%
  • Deep Learning Method 50%
  • image feature 33%

• Severe Complication Prediction Model Construction Combined with Statistical and Machine Learning Algorithms for Patient with Diabetes Related Fatigue, Sleep and Lifestyle

  Lien, A.S.-Y. (PI), Chen, K.-F. (CoPI), Chiang, Y.-D. (CoPI), Hwang, J. S. (CoPI) & Lin, W.-C. (CoPI)

  01/08/20 → 31/07/21

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Neuropathy 100%
  • Frailty 100%
  • Kidney Disease 100%
  • Retinopathy 100%
  • Patient with Diabetes 100%

• Studies on the Association of Earnings Pressure, Socially Responsible Actions, and Managerial Pay Gap

  Chang, H.-Y. (PI)

  01/08/20 → 31/07/21

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Profit 100%
  • Risk-Taking 100%
  • Compensation Package 66%
  • Executive Compensation 66%
  • Competitive Dynamic 50%

• A Study of Multi-Modal Data Fusion Approach in Chatbot for Understanding User Dialogues and with Reasoning Capability

  Chen, J.-H. (PI)

  01/08/20 → 31/07/21

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Data Format 100%
  • Chatbot 100%
  • Multimodal Data Fusion 100%
  • Long Short-Term Memory 75%
  • Answering Question 50%

• 自閉兒的友善共生-住宅公用合作社的在地實踐

  Chang, H.-Y. (PI)

  01/01/20 → 31/12/22

  Project: Ministry of Education › Ministry of Education Grants Research

• The Construction and Testing of the Effectiveness of the Intelligent Diabetic Foot Ulcer Surveillance Management System

  Lien, A.S.-Y. (PI), Chang, H.-T. (CoPI), Chiang, Y.-D. (CoPI), Hwang, J. S. (CoPI), Lin, J.-R. (CoPI) & Lin, W.-C. (CoPI)

  01/08/19 → 31/07/20

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Diabetic Foot Ulcer 100%
  • Cyclorphan 100%

• The Impact of Earnings Pressure on Ceo Equity-Based Compensation: Does Governance Mechanism Work?

  Chang, H.-Y. (PI)

  01/08/19 → 31/07/20

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Governance 100%
  • Work 100%
  • Profit 100%

• A Study of Multi-Modal Data Fusion Approach in Chatbot for Understanding User Dialogues and with Reasoning Capability

  Chen, J.-H. (PI)

  01/08/19 → 31/07/20

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Multimodal Data Fusion 100%
  • Chatbot 100%

• Design and Implementation of Intelligent Personalized Digital Assistant Using Deep Reinforcement Learning: Summarization, Prioritization, and Suggestion

  Chen, J.-H. (PI)

  01/08/18 → 31/07/19

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Deep Reinforcement Learning 100%
  • Reinforcement Learning 50%
  • Textual Content 44%
  • Convolutional Neural Network 44%
  • Long Short-Term Memory Network 33%

• Ceo Successor Origin and Corporate Investment Behavior

  Chang, H.-Y. (PI)

  01/08/18 → 31/07/19

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Investment 100%
  • Investment Behavior 50%
  • Corporate Investment 50%
  • Good Governance 50%
  • Risk Taking 33%

• A Study of Personalized Music Recommendation System Using Deep Learning Approaches

  Chen, J.-H. (PI)

  01/08/17 → 31/07/18

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • User Preference 100%
  • Deep Learning 100%
  • Learning Approach 100%
  • Latent Factor 100%
  • Neural Network 100%

• New Product Introduction and Analyst Forecasts Accuracy: Considering the Effects of Ceo Background Characteristics and Earnings Pressure

  Chang, H.-Y. (PI)

  01/08/16 → 31/07/17

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Profit 100%
  • Earnings Announcement 100%
  • Cash Flow 100%
  • Managerial Behavior 100%
  • Investors 100%

• A Study of Low-Latency, High-Reliability Transmission Technology and Wi-Fi Deployment Optimization in 5g Lwa

  Chen, J.-H. (PI)

  01/08/16 → 31/07/17

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • High Reliability 100%
  • Wi-Fi 100%
  • Transmissions 50%
  • Link Aggregation 47%
  • Mobile Communication 11%

• Corporate Financing Strategy: Exploring the Role of Analysts and Competitors

  Chang, H.-Y. (PI)

  01/08/15 → 31/07/16

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Profit 100%
  • Financial Policy 50%
  • Capital Structure 37%
  • Finance 25%
  • Managerial Finance 25%

• A Study of Achieving Seamless Handover and Cell Power Saving in Small Cell Networks: Using SDN Solutions

  Chen, J.-H. (PI)

  01/08/15 → 31/07/16

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Seamless Handover 100%
  • Software-Defined Networking 100%
  • Green Communication 60%
  • Handover 50%
  • Cell Network 50%

• The Wealth Effect among Rivals: The Market-Resource Concerns

  Chang, H.-Y. (PI)

  01/10/14 → 31/07/15

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Wealth 100%
  • Wealth Effect 100%
  • Corporate Finance 28%
  • Institutional Theory 14%
  • Response Behavior 14%

• Contention Control and Power Saving for Mobile Machine-Type Communications

  Chen, J.-H. (PI)

  01/08/14 → 31/07/15

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Contention 100%

• The Development of LTE-Advanced and WiMAX-Advanced Heterogeneous Networks Modules for the bs-3 Simulator

  Chen, J.-H. (PI)

  01/08/13 → 31/07/14

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Heterogeneous Network 100%
  • Media Access Control 75%
  • vertical handover 50%
  • Source Codes 25%
  • call admission control 25%

• Design and Implementation of an Intelligent Traffic Navigation System

  Wu, S.-L. (PI), Chang, H.-T. (CoPI), Chen, J.-H. (CoPI) & Sahoo, P. K. (CoPI)

  01/08/12 → 31/07/13

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • vehicular ad-hoc network 100%
  • Sensor Networks 100%
  • path-planning 100%
  • Navigation System 100%
  • System Implementation 50%

• The Design of Vehicular Communications Systems for Dynamic Data Dissemination and Collection (Ii), (Iii)

  Chen, J.-H. (PI)

  01/08/12 → 31/07/13

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Vehicular Communication System 100%
  • Information Dissemination 100%
  • Communication System 100%
  • Vehicular Ad Hoc Network 66%
  • Integrated System 50%

• The Design of Dynamic Data Dissemination and Collection for Vehicular Communication Networks

  Chen, J.-H. (PI)

  01/08/11 → 31/07/12

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Vehicular Communication 100%
  • Communication Network 100%
  • vehicular ad-hoc network 100%
  • Information Space 50%
  • Vehicular Communication System 50%

• Design and Implementation of an Intelligent Traffic Navigation System

  Wu, S.-L. (PI), Chang, H.-T. (CoPI), Chen, J.-H. (CoPI) & Sahoo, P. K. (CoPI)

  01/08/11 → 31/07/12

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • vehicular ad-hoc network 100%
  • Sensor Networks 100%
  • path-planning 100%
  • Navigation System 100%
  • Path Planning 66%

• The Study of the Relations between the CAC and the QoS Guaranteed Scheduler through Cross-Layer Design(I)

  Chen, J.-H. (PI)

  01/08/10 → 31/07/11

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • call admission control 100%
  • Quality of Service 100%
  • Cross-Layer Design 100%
  • Long Term Evolution 100%
  • Admission Control 100%

• The Design of IEEE 802.16e-Based Relaying Path Selection and Handover with QoS Capability for Multi-Hop Vehicular Protocol Network

  Chen, J.-H. (PI)

  01/08/09 → 31/07/10

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Path Selection 100%
  • Network Protocols 100%
  • Quality of Service 100%
  • Handover 100%
  • Systems Performance 66%

• The Design of IEEE 802.16e-Based Relaying Path Selection and Handover with QoS Capability for Multi-Hop Vehicular Protocol Network

  Chen, J.-H. (PI)

  01/08/08 → 31/07/09

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Path Selection 100%
  • Network Protocols 100%
  • Quality of Service 100%
  • Handover 100%
  • Systems Performance 66%

• The Design of IEEE 802.16e-Based Relaying Path Selection and Handover with QoS Capability for Multi-Hop Vehicular Protocol Network (MVPNet)

  Chen, J.-H. (PI)

  01/08/07 → 31/07/08

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Network Protocols 100%
  • Path Selection 100%
  • Quality of Service 100%

• Design and Implement the Efficient Algorithms for Cooperative Mobile Sensor Robots to Solve the Localization and Map Construction(III)

  Wu, S.-L. (PI) & Chen, J.-H. (CoPI)

  01/08/06 → 31/07/07

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Robot 100%
  • Mobile Sensor 100%
  • Robot Sensor 100%
  • Cooperative 50%
  • Robotics 50%

• High Performance IPTV over Broadband Wireless Access Networks

  Chen, J.-H. (PI) & Sheu, S. T. (CoPI)

  01/08/06 → 31/07/07

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Wireless Access Network 100%
  • Broadband Wireless Access 100%
  • Network Access 100%

• Design and Implement the Efficient Algorithms for Cooperative Mobile Sensor Robots To Solve the Localization and Map Construction(II)

  Wu, S.-L. (PI) & Chen, J.-H. (CoPI)

  01/08/05 → 31/07/06

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Cooperative 100%
  • Robot 100%
  • Mobile Sensor 100%
  • Efficient Algorithm 100%
  • Energy Engineering 40%

• Autonomous Mobile Wireless Sensor Robots--- Foraging and Gathering(II)

  Chen, J.-H. (PI) & Wu, S.-L. (CoPI)

  01/08/05 → 31/07/06

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Wireless Sensor 100%
  • Robot 100%
  • Robot Sensor 100%
  • Mobile 100%

• The Development of Multi-Functional Home Security Systems

  Chen, J.-H. (PI)

  01/11/04 → 31/10/05

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Security Systems 100%

• Autonomous Mobile Wireless Sensor Robots---Foraging and Gathering

  Chen, J.-H. (PI)

  01/08/04 → 31/07/05

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Robot Sensor 100%
  • Mobile 100%

• Multi-Rate/Multi-Range/Multi-Channel MAC Protocol for Multi-Hop Mobile Ad Hoc Networks

  Chen, J.-H. (PI)

  01/08/03 → 31/07/04

  Project: National Science and Technology Council › National Science and Technology Council Academic Grants

  • Multichannel 100%