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研究成果

每年研究成果 1988 1999 2005 2010 2017 2018 2022 2023 2024 2025

• 97 Article
• 66 Conference contribution
• 4 Review article
• 2 Chapter
• 5 更多
  • 2 Paper
  • 2 Conference article
  • 1 Editorial

每年研究成果

每年研究成果

搜尋結果

• 2025

  Input Relation Prompting for Metamorphic Testing on Query-Based Systems

  Tu, E. S. & Lee, S. J., 2025 1月, 於: Journal of Information Science and Engineering. 41, 1, p. 43-60 18 p.

  研究成果: Article › 同行評審

• Reproducing ATT&CK Techniques and Lifecycles to Train Machine Learning Classifier

  Yudha, F., Lin, Y. D., Lai, Y. C., Sudyana, D. & Hwang, R. H., 2025, (Accepted/In press) 於: IEEE Network.

  研究成果: Article › 同行評審
• 2024

  AI for AI-based intrusion detection as a service: Reinforcement learning to configure models, tasks, and capacities

  Lin, Y. D., Huang, H. X., Sudyana, D. & Lai, Y. C., 2024 9月, 於: Journal of Network and Computer Applications. 229, 103936.

  研究成果: Article › 同行評審

• A-ReSEUnet: Achieve no-label binary segmentation of nuclei in histology images

  Chang, J. H., Wu, P. H., Wang, T. H. & Chung, P. C., 2024 10月 9, 於: Knowledge-Based Systems. 301, 112217.

  研究成果: Article › 同行評審
  1 引文 斯高帕斯（Scopus）

• Artificial intelligence learning platform in a visual programming environment: exploring an artificial intelligence learning model

  Chang, J. H., Wang, C. J., Zhong, H. X., Weng, H. C., Zhou, Y. K., Ong, H. Y. & Lai, C. F., 2024 4月, 於: Educational Technology Research and Development. 72, 2, p. 997-1024 28 p.

  研究成果: Article › 同行評審

  • artificial intelligence 100%
  • electronic learning 84%
  • programming 77%
  • learning 34%
  • student 13%
  4 引文 斯高帕斯（Scopus）

• Information undergraduate and non-information undergraduate on an artificial intelligence learning platform: an artificial intelligence assessment model using PLS-SEM analysis

  Zhong, H. X., Chang, J. H., Lai, C. F., Chen, P. W., Ku, S. H. & Chen, S. Y., 2024 3月, 於: Education and Information Technologies. 29, 4, p. 4371-4400 30 p.

  研究成果: Article › 同行評審

  • artificial intelligence 100%
  • electronic learning 84%
  • programming 38%
  • student 24%
  • learning 22%
  6 引文 斯高帕斯（Scopus）

• Revealing inputs causing web API performance latency using response-time-guided genetic algorithm fuzzing

  Huang, Y. T. & Lee, S. J., 2024 11月, 於: Artificial Life and Robotics. 29, 4, p. 459-472 14 p.

  研究成果: Article › 同行評審

• Two-stage multi-datasource machine learning for attack technique and lifecycle detection

  Lin, Y. D., Yang, S. Y., Sudyana, D., Yudha, F., Lai, Y. C. & Hwang, R. H., 2024 7月, 於: Computers and Security. 142, 103859.

  研究成果: Article › 同行評審
  1 引文 斯高帕斯（Scopus）
• 2023

  An Efficient Autoscaling Cross-Browser Testing Cloud Platform based on Selenium Grid, Kubernetes and KEDA

  Lin, C. Y. & Lee, S. J., 2023 9月, 於: Journal of Information Science and Engineering. 39, 5, p. 1061-1077 17 p.

  研究成果: Article › 同行評審

  • Selenium 100%
  • Grid 51%
  • Testing 45%
  • Execution Time 33%
  • Software testing 18%
  1 引文 斯高帕斯（Scopus）

• Developing creative material in STEM courses using integrated engineering design based on APOS theory

  Zhong, H. X., Lai, C. F., Chang, J. H. & Chiu, P. S., 2023 9月, 於: International Journal of Technology and Design Education. 33, 4, p. 1627-1651 25 p.

  研究成果: Article › 同行評審

  • Students 100%
  • engineering 92%
  • creativity 86%
  • student 38%
  • teachers' college 27%
  7 引文 斯高帕斯（Scopus）

• Hardware Implementation of High-Throughput S-Box in AES for Information Security

  Lin, S. H., Lee, J. Y., Chuang, C. C., Lee, N. Y., Chen, P. Y. & Chin, W. L., 2023, 於: IEEE Access. 11, p. 59049-59058 10 p.

  研究成果: Article › 同行評審

  開啟存取

  • Security of data 100%
  • Cryptography 87%
  • Throughput 73%
  • Computer hardware 62%
  • Pipeline 61%
  4 引文 斯高帕斯（Scopus）

• Implementation and evaluation of cloud-based e-learning in agricultural course

  Chang, J. H., Chiu, P. S. & Lai, C. F., 2023, 於: Interactive Learning Environments. 31, 2, p. 908-923 16 p.

  研究成果: Article › 同行評審

  • electronic learning 100%
  • evaluation 53%
  • Servers 42%
  • learning 40%
  • learning motivation 27%
  11 引文 斯高帕斯（Scopus）

• Implementation and evaluation of the school's COVID-19 prevention website

  Chang, J. H., Wang, C. J., Zhong, H. X., Chen, P. W., Pan, A. J. & Chiu, P. S., 2023 4月 18, 於: Library Hi Tech. 41, 1, p. 71-90 20 p.

  研究成果: Article › 同行評審

  • Websites 100%
  • website 94%
  • Students 75%
  • evaluation 53%
  • questionnaire 51%
  5 引文 斯高帕斯（Scopus）

• Intelligent Machinery Fault Diagnosis Method Based on Adaptive Deep Convolutional Neural Network: Using Dental Milling Cutter Malfunction Classifications as an Example

  Chen, M. H., Chen, S. L., Lin, Y. S. & Chen, Y. J., 2023 7月, 於: Applied Sciences (Switzerland). 13, 13, 7763.

  研究成果: Article › 同行評審

  開啟存取

  • cutters 100%
  • malfunctions 96%
  • Milling cutters 95%
  • machinery 80%
  • Deep neural networks 65%

• Reducing Power Consumption of AM Mini-LED Displays Using TFT-Matching Pixel Circuit

  Lin, C. L., Chen, Y. C., Deng, M. Y., Chang, J. H., Ke, C. H., Chiu, C. T. & Wu, C. E., 2023, (Accepted/In press) 於: IEEE Solid-State Circuits Letters. 6, p. 1 1 p.

  研究成果: Article › 同行評審

  • Thin film transistors 100%
  • Light emitting diodes 77%
  • Display devices 59%
  • Pixels 58%
  • Electric power utilization 57%
• 2022

  A Fully Automated Intelligent Medicine Dispensary System Based on AIoT

  Chang, J., Ong, H., Wang, T. & Chen, H. H., 2022 12月 1, 於: IEEE Internet of Things Journal. 9, 23, p. 23954-23966 13 p.

  研究成果: Article › 同行評審

  • Medicine 100%
  • Optical character recognition 95%
  • Internet of things 33%
  • Data recording 26%
  • Monitoring 22%
  9 引文 斯高帕斯（Scopus）

• A Microservices Orchestration Library based on PHP and RESTful API

  Lee, W. T., Wu, M. H., Liu, Z. W. & Lee, S. J., 2022 11月, 於: Journal of Information Science and Engineering. 38, 6, p. 1133-1147 15 p.

  研究成果: Article › 同行評審

  • programming language 60%
  • Libraries 60%
  • Application programming interfaces (API) 52%
  • communications 46%
  • Computer programming languages 33%
  4 引文 斯高帕斯（Scopus）

• Applying the DT-CDIO engineering design model in a flipped learning programming course

  Lai, C. F., Zhong, H. X., Chang, J. H. & Chiu, P. S., 2022 6月, 於: Educational Technology Research and Development. 70, 3, p. 823-847 25 p.

  研究成果: Article › 同行評審

  • programming 100%
  • engineering 77%
  • learning 43%
  • student 31%
  • gender-specific factors 29%
  6 引文 斯高帕斯（Scopus）

• Fully used reliable data and attention consistency for semi-supervised learning

  Chang, J. H. & Weng, H. C., 2022 8月 5, 於: Knowledge-Based Systems. 249, 108837.

  研究成果: Article › 同行評審

  開啟存取

  • Semi-supervised Learning 100%
  • Semi-supervised learning 67%
  • Learning Model 27%
  • Train 17%
  • Data Augmentation 14%
  5 引文 斯高帕斯（Scopus）

• Microservice Migration Using Strangler Fig Pattern and Domain-Driven Design

  Ma, S. P., Li, C. Y., Lee, W. T. & Lee, S. J., 2022 11月, 於: Journal of Information Science and Engineering. 38, 6, p. 1285-1303 19 p.

  研究成果: Article › 同行評審

  • Software quality 100%
  • Migration 97%
  • migration 60%
  • Design 54%
  • Software Quality 52%
  4 引文 斯高帕斯（Scopus）

• Research on the Impacts of Cognitive Style and Computational Thinking on College Students in a Visual Artificial Intelligence Course

  Wang, C. J., Zhong, H. X., Chiu, P. S., Chang, J. H. & Wu, P. H., 2022 5月 26, 於: Frontiers in Psychology. 13, 864416.

  研究成果: Article › 同行評審

  開啟存取

  • Artificial Intelligence 100%
  • artificial intelligence 75%
  • Students 52%
  • Learning 31%
  • student 18%
  6 引文 斯高帕斯（Scopus）

• Theoretical investigation of the power curve of small HAWT by combining aerodynamic and mechatronic systems

  Chen, Y. J., Shiah, Y. C., Tsai, Y. L., Chang, C. H. & Chen, M. H., 2022 1月, 於: International Journal of Energy Research. 46, 1, p. 433-440 8 p.

  研究成果: Article › 同行評審

  開啟存取

  • Mechatronics 100%
  • Wind turbines 77%
  • Aerodynamics 71%
  • Computer program listings 16%
  • Momentum 16%
  2 引文 斯高帕斯（Scopus）
• 2021

  Cache-enabled and context-aware approach to building composite mobile apps

  Ma, S. P., Li, C. C., Lee, S. J., Chen, H. M. & Lee, W. T., 2021 1月, 於: Journal of Information Science and Engineering. 37, 1, p. 123-138 16 p.

  研究成果: Article › 同行評審

  • Mobile Applications 100%
  • Context-aware 96%
  • Application programs 46%
  • Composite 45%
  • Slice 44%
  1 引文 斯高帕斯（Scopus）

• Image Segmentation in 3D Brachytherapy Using Convolutional LSTM

  Chang, J. H., Lin, K. H., Wang, T. H., Zhou, Y. K. & Chung, P. C., 2021 10月, 於: Journal of Medical and Biological Engineering. 41, 5, p. 636-651 16 p.

  研究成果: Article › 同行評審

  • Long short-term memory 100%
  • Tomography 82%
  • Image segmentation 81%
  • Applicators 38%
  • Radiotherapy 35%
  8 引文 斯高帕斯（Scopus）

• Travel Package Recommendation Based on Reinforcement Learning and Trip Guaranteed Prediction

  Chang, J. H., Chiang, H. H., Zhong, H. X. & Chou, Y. K., 2021, 於: Journal of Internet Technology. 22, 6, p. 1359-1373 15 p.

  研究成果: Article › 同行評審

  • Reinforcement learning 100%
  • Trajectories 46%
  • Deep learning 29%
  • Planning 21%
  2 引文 斯高帕斯（Scopus）
• 2020

  Importing automated management system to improve the process efficiency of dental laboratories

  Yang, C. J., Chen, M. H., Lin, K. P., Cheng, Y. J. & Cheng, F. C., 2020 10月 2, 於: Sensors (Switzerland). 20, 20, p. 1-15 15 p., 5791.

  研究成果: Article › 同行評審

  開啟存取

  • inventory management 100%
  • Dental Laboratories 78%
  • management systems 69%
  • manufacturing 40%
  • Equipment and Supplies 29%
  2 引文 斯高帕斯（Scopus）

• The direct and spillover effects of liner shipping connectivity on merchandise trade

  Lin, P. C., Kuo, S. Y. & Chang, J. H., 2020 5月 22, 於: Maritime Business Review. 5, 2, p. 159-173 15 p.

  研究成果: Article › 同行評審

  開啟存取

  • Liner Shipping 100%
  • Connectivity 80%
  • shipping 78%
  • Freight transportation 75%
  • Spillover Effects 67%
  22 引文 斯高帕斯（Scopus）

• TIDES: A Trust-Aware IoT Data Economic System with Blockchain-Enabled Multi-Access Edge Computing

  Chuang, I. H., Huang, S. H., Chao, W. C., Tsai, J. S. & Kuo, Y. H., 2020, 於: IEEE Access. 8, p. 85839-85855 17 p., 9081899.

  研究成果: Article › 同行評審

  開啟存取

  • Chemical Substance by Application 100%
  • Edge computing 80%
  • Blockchain 76%
  • Internet of things 55%
  • Economics 42%
  24 引文 斯高帕斯（Scopus）
• 2019

  Analyzing Google trends with travel keyword rankings to predict tourists into a group

  Chang, J-H. & Tseng, C. Y., 2019 1月 1, 於: Journal of Internet Technology. 20, 1, p. 247-256 10 p.

  研究成果: Article › 同行評審

  • Tourism 100%
  • Tourism industry 83%
  • Search engines 55%
  • Mean square error 25%
  5 引文 斯高帕斯（Scopus）

• Lightweight mediated semi-quantum key distribution protocol

  Tsai, C. W., Yang, C. W. & Lee, N. Y., 2019 11月 10, 於: Modern Physics Letters A. 34, 34, 1950281.

  研究成果: Article › 同行評審

  • distributing 100%
  • attack 84%
  • photons 43%
  • detectors 43%
  19 引文 斯高帕斯（Scopus）

• Novel Compensation Pixel Circuit with Simultaneous Emission Driving Scheme for High-Resolution AMOLED Displays

  Chang, J., Tseng, C., Chen, S. & Lin, C., 2019 11月 27, 於: Proceedings of the International Display Workshops. p. 413

  研究成果: Article › 同行評審

• Semi-quantum secret sharing protocol using W-state

  Tsai, C. W., Yang, C. W. & Lee, N. Y., 2019 9月 7, 於: Modern Physics Letters A. 34, 27, 1950213.

  研究成果: Article › 同行評審

  • attack 100%
  • bells 95%
  • resources 91%
  39 引文 斯高帕斯（Scopus）
• 2018

  A comment-driven approach to API usage patterns discovery and search

  Lee, S. J., Lin, X., Su, W. C. & Chen, H. M., 2018, 於: Journal of Internet Technology. 19, 5, p. 1587-1601 15 p.

  研究成果: Article › 同行評審

  • Application programming interfaces (API) 100%
  • Query languages 39%
  • Search engines 11%
  • Semantics 7%
  • Experiments 4%
  3 引文 斯高帕斯（Scopus）

• A sharing mind map-oriented approach to enhance collaborative mobile learning With digital archiving systems

  Chang, J. H., Chiu, P. S. & Huang, Y. M., 2018, 於: International Review of Research in Open and Distance Learning. 19, 1, p. 1-24 24 p.

  研究成果: Article › 同行評審

  開啟存取

  • learning 100%
  • data bank 30%
  • effectiveness of teaching 30%
  • student 30%
  • integrated system 30%
  26 引文 斯高帕斯（Scopus）

• A System for Composing and Delivering Heterogeneous Web Testing Software as a Composite Web Testing Service^*

  Lee, S. J., Lin, Y. C., Lin, K. H. & You, J. L., 2018 5月, 於: Journal of Information Science and Engineering. 34, 3, p. 631-648 18 p.

  研究成果: Article › 同行評審

  • Software testing 72%
  • Composite 54%
  • Testing 43%
  • software 42%
  • Composite materials 35%
  2 引文 斯高帕斯（Scopus）

• Developing a decision support system (DSS) for a dental manufacturing production line based on data mining

  Cheng, Y. J., Chen, M. H., Cheng, F. C., Cheng, Y. C., Lin, Y-S. & Yang, C. J., 2018 6月, 於: Applied System Innovation. 1, 2, p. 1-12 12 p., 17.

  研究成果: Article › 同行評審

  開啟存取

  • Decision Support Systems 100%
  • Production Line 98%
  • Data Mining 73%
  • Manufacturing 71%
  • Decision support systems 65%
  4 引文 斯高帕斯（Scopus）

• Methods for Categorizing and Recommending API Usage Patterns Based on Degree Centralities and Pattern Distances^*

  Lee, S. J., Su, W. C., Huang, C. E. & You, J. L., 2018 5月, 於: Journal of Information Science and Engineering. 34, 3, p. 593-610 18 p.

  研究成果: Article › 同行評審

  • Application programming interfaces (API) 73%
  • software 52%
  • evaluation 17%
  • Software quality 14%
  • time 13%

• Using Heterogeneous Social Media as Auxiliary Information to Improve Hotel Recommendation Performance

  Chang, J. H., Tsai, C. E. & Chiang, J. H., 2018 7月 13, 於: IEEE Access. 6, p. 42647-42660 14 p., 8410908.

  研究成果: Article › 同行評審

  • Hotels 100%
  • Recommender systems 82%
  • Data privacy 21%
  • Factorization 20%
  • Experiments 7%
  9 引文 斯高帕斯（Scopus）
• 2017

  Analysis of Correlation between Secondary PM2.5 and Factory Pollution Sources by Using ANN and the Correlation Coefficient

  Chang, J. H. & Tseng, C. Y., 2017 10月 20, 於: IEEE Access. 5, p. 22812-22822 11 p., 8078179.

  研究成果: Article › 同行評審

  • Pollution 100%
  • Industrial plants 98%
  • Neural networks 65%
  • Air pollution 49%
  • Air Pollution 47%
  31 引文 斯高帕斯（Scopus）

• Energy-Aware Paired Sampling-Based Decision Model for Dynamic Mobile-to-Mobile Service Offloading

  Lee, S. J. & Lin, X., 2017, 於: IEEE Access. 5, p. 5031-5045 15 p., 7904663.

  研究成果: Article › 同行評審

  開啟存取

  • Energy Consumption 100%
  • Sampling 63%
  • Energy 42%
  • Energy utilization 36%
  • Mobile computing 21%
  3 引文 斯高帕斯（Scopus）
• 2016

  Co-changing code volume prediction through association rule mining and linear regression model

  Lee, S. J., Lo, L. H., Chen, Y. C. & Shen, S. M., 2016 3月 1, 於: Expert Systems With Applications. 45, p. 185-194 10 p.

  研究成果: Article › 同行評審

  • Association rules 100%
  • Surgery 92%
  • Linear regression 92%
  8 引文 斯高帕斯（Scopus）
• 2015

  A fair scheduler using cloud computing for digital TV program recommendation system

  Chang, J. H., Lai, C. F. & Wang, M. S., 2015 9月 28, 於: Telecommunication Systems. 60, 1, p. 55-66 12 p.

  研究成果: Article › 同行評審

  • Recommender systems 100%
  • Cloud computing 87%
  • Information filtering 34%
  • Clustering algorithms 22%
  4 引文 斯高帕斯（Scopus）

• A Framework for Composing SOAP, Non-SOAP and Non-Web Services

  Lee, J., Lee, S. J. & Wang, P. F., 2015 3月 1, 於: IEEE Transactions on Services Computing. 8, 2, p. 240-250 11 p., 6762971.

  研究成果: Article › 同行評審

  • Web Services 100%
  • Composite materials 51%
  • Turnaround time 37%
  • Web Content 35%
  • Service oriented architecture (SOA) 31%
  37 引文 斯高帕斯（Scopus）
• 2013

  A cloud-based intelligent TV program recommendation system

  Chang, J. H., Lai, C. F., Wang, M. S. & Wu, T. Y., 2013 10月, 於: Computers and Electrical Engineering. 39, 7, p. 2379-2399 21 p.

  研究成果: Article › 同行評審

  • Recommender systems 100%
  • Cloud computing 87%
  • K-means clustering 55%
  13 引文 斯高帕斯（Scopus）

• Itinerary-based mobile agent as a basis for distributed OSGi services

  Lee, J., Lee, S. J., Chen, H. M. & Hsu, K. H., 2013, 於: IEEE Transactions on Computers. 62, 10, p. 1988-2000 13 p., 6205741.

  研究成果: Article › 同行評審

  • Gateway 100%
  • Mobile Agent 98%
  • Mobile agents 71%
  • Mobile computing 52%
  • Mobile Devices 45%
  9 引文 斯高帕斯（Scopus）
• 2012

  Composing web services enacted by autonomous agents through agent-centric contract net protocol

  Lee, J., Lee, S. J., Chen, H. M. & Wu, C. L., 2012 9月, 於: Information and Software Technology. 54, 9, p. 951-967 17 p.

  研究成果: Article › 同行評審

  • Autonomous agents 100%
  • Web services 74%
  • Network protocols 55%
  • Managers 19%
  • Open systems 13%
  19 引文 斯高帕斯（Scopus）
• 2011

  CPRS: A cloud-based program recommendation system for digital TV platforms

  Lai, C. F., Chang, J. H., Hu, C. C., Huang, Y. M. & Chao, H. C., 2011 6月 1, 於: Future Generation Computer Systems. 27, 6, p. 823-835 13 p.

  研究成果: Article › 同行評審

  • Recommender systems 100%
  • Digital video broadcasting (DVB) 46%
  • Large dataset 36%
  • Cloud computing 29%
  • Data mining 27%
  39 引文 斯高帕斯（Scopus）
• 2010

  3PRS: A personalized popular program recommendation system for digital TV for P2P social networks

  Chang, J. H., Lai, C. F., Huang, Y. M. & Chao, H. C., 2010 3月, 於: Multimedia Tools and Applications. 47, 1, p. 31-48 18 p.

  研究成果: Article › 同行評審

  • Digital video broadcasting (DVB) 100%
  • Recommender systems 71%
  • Information retrieval 34%
  • Labels 30%
  21 引文 斯高帕斯（Scopus）

• Change impact analysis with a goal-driven traceability-based approach

  Lee, W. T., Deng, W. Y., Lee, J. & Lee, S. J., 2010 8月, 於: International Journal of Intelligent Systems. 25, 8, p. 878-908 31 p.

  研究成果: Article › 同行評審

  開啟存取

  • Requirements 54%
  • Requirements engineering 38%
  • Use Case 29%
  • Requirements Engineering 20%
  • Scheduler 16%
  25 引文 斯高帕斯（Scopus）

• Integrating process and work breakdown structure with design structure matrix

  Lee, J., Deng, W. Y., Lee, W. T., Lee, S. J., Hsu, K. H. & Ma, S. P., 2010 7月, 於: Journal of Advanced Computational Intelligence and Intelligent Informatics. 14, 5, p. 512-522 11 p.

  研究成果: Article › 同行評審

  開啟存取

  • Managers 100%
  • Planning 74%
  • Software engineering 47%
  • Costs 22%
  12 引文 斯高帕斯（Scopus）