科技管理研究所

研究成果

每年研究成果 1995 2008 2010 2015 2017 2018 2019 2020 2022

• 3389 引文
• 27 h-指數
• 162 Article
• 65 Conference contribution
• 40 Paper
• 30 Book
• 11 更多
  • 3 Review article
  • 2 Chapter
  • 2 Editorial
  • 2 Other contribution
  • 1 Conference article
  • 1 Short survey

每年研究成果

每年研究成果

搜尋結果

• 2022

  A boosting resampling method for regression based on a conditional variational autoencoder

  Huang, Y., Liu, D. R., Lee, S. J., Hsu, C. H. & Liu, Y. G., 4月 2022, 於: Information sciences. 590, p. 90-105 16 p.

  研究成果: Article › 同行評審

  • Resampling Methods 100%
  • Meteorology 91%
  • Boosting 86%
  • Finance 74%
  • Signal processing 51%
  2 引文 斯高帕斯（Scopus）

• A Multifocus Image Fusion Scheme Based on Similarity Measure of Transformed Isosceles Triangles between Intuitionistic Fuzzy Sets

  Jiang, Q., Lee, S., Zeng, X., Jin, X., Hou, J., Zhou, W. & Yao, S., 2022, 於: IEEE Transactions on Instrumentation and Measurement. 71, 5013115.

  研究成果: Article › 同行評審

  • fuzzy sets 100%
  • Image fusion 74%
  • Fuzzy sets 66%
  • triangles 66%
  • fusion 51%
  3 引文 斯高帕斯（Scopus）

• CASR-Net: A color-aware super-resolution network for panchromatic image

  Liu, L., Jiang, Q., Jin, X., Feng, J., Wang, R., Liao, H., Lee, S. J. & Yao, S., 9月 2022, 於: Engineering Applications of Artificial Intelligence. 114, 105084.

  研究成果: Article › 同行評審

  • Spectral resolution 100%
  • Color 57%
  • Remote sensing 47%
  • Optical resolving power 30%
  • Image resolution 12%
  3 引文 斯高帕斯（Scopus）

• Color multi-focus image fusion based on transfer learning

  Wang, Y., Jin, X., Yang, J., Jiang, Q., Tang, Y., Wang, P. & Lee, S. J., 2022, 於: Journal of Intelligent and Fuzzy Systems. 42, 3, p. 2083-2102 20 p.

  研究成果: Article › 同行評審

  • Image Fusion 100%
  • Transfer Learning 98%
  • Transfer learning 62%
  • Image fusion 61%
  • Color 43%
  1 引文 斯高帕斯（Scopus）

• Complete Blood Cell Detection and Counting Based on Deep Neural Networks

  Lee, S. J., Chen, P. Y. & Lin, J. W., 8月 2022, 於: Applied Sciences (Switzerland). 12, 16, 8140.

  研究成果: Article › 同行評審

  開啟存取

  • blood cells 100%
  • Cells 72%
  • Deep neural networks 71%
  • blood cell count 70%
  • Blood 68%

• Exploring the Development Strategies of Science Parks Using the Hybrid MCDM Approach

  Lim, S. S., Nguyen, H. N. & Lin, C. L., 1 4月 2022, 於: Sustainability (Switzerland). 14, 7, 4351.

  研究成果 › 同行評審

  開啟存取

  • decision making criterion 100%
  • development strategy 75%
  • decision making 50%
  • Decision making 49%
  • science 44%
  2 引文 斯高帕斯（Scopus）

• Exploring the supportive factors and inhibitors to the growth propensity of women-owned MSMEs in the Gambia

  Lim, S. S., Sonko, L. K. & Cham, E., 2022, (Accepted/In press) 於: Technology Analysis and Strategic Management.

  研究成果 › 同行評審

  • The Gambia 100%
  • Inhibitor 79%
  • Propensity 57%
  • Small and Medium-sized Enterprises (SMEs) 25%
  • Women's Entrepreneurship 22%

• Hard Skill Gap between University Education and the Robotic Industry

  Do, H. D., Tsai, K-T., Wen, J. M. & Huang, S. K., 10 1月 2022, 於: Journal of Computer Information Systems.

  研究成果: Article › 同行評審

  • university education 100%
  • Education 81%
  • Robotics 72%
  • Students 71%
  • industry 56%

• MCRD-Net: An unsupervised dense network with multi-scale convolutional block attention for multi-focus image fusion

  Zhou, D., Jin, X., Jiang, Q., Cai, L., Lee, S. J. & Yao, S., 2022, (Accepted/In press) 於: IET Image Processing.

  研究成果: Article › 同行評審

  開啟存取

  • Image fusion 100%
  • Lenses 28%
  • Feature extraction 21%
  2 引文 斯高帕斯（Scopus）

• MUGAN: Thermal Infrared Image Colorization Using Mixed-Skipping UNet and Generative Adversarial Network

  Liao, H., Jiang, Q., Jin, X., Liu, L., Liu, L., Lee, S. J. & Zhou, W., 2022, (Accepted/In press) 於: IEEE Transactions on Intelligent Vehicles. p. 1-16 16 p.

  研究成果: Article › 同行評審

  • Thermal Infrared 100%
  • Infrared Image 92%
  • Infrared radiation 40%
  • Hot Temperature 22%
  • Infrared imaging 18%

• Optimizing the PM_2.5 Tradeoffs: The Case of Taiwan

  Huang, S. K., Chen, S. Y., Chou, K. L., Hsu, W. C., Lai, K. H., Chueh, T. H., Kuo, L. & Lu, W., 10月 2022, 於: Aerosol and Air Quality Research. 22, 10, 210315.

  研究成果: Article › 同行評審

  開啟存取

  • Coal Gas 100%
  • Light trailers 78%
  • Fossil Fuel 76%
  • Trucks 60%
  • automobile 58%

• Random RotBoost: An Ensemble Classification Method Based on Rotation Forest and AdaBoost in Random Subsets and Its Application to Clinical Decision Support

  Lee, S. J., Tseng, C. H., Yang, H. Y., Jin, X., Jiang, Q., Pu, B., Hu, W. H., Liu, D. R., Huang, Y. & Zhao, N., 5月 2022, 於: Entropy. 24, 5, 617.

  研究成果: Article › 同行評審

  開啟存取

  • AdaBoost 100%
  • Decision Support 95%
  • Adaptive boosting 73%
  • set theory 64%
  • Ensemble 61%
  4 引文 斯高帕斯（Scopus）

• UPANets: Learning from the Universal Pixel Attention Neworks

  Tseng, C. H., Lee, S. J., Feng, J., Mao, S., Wu, Y. P., Shang, J. Y. & Zeng, X. J., 9月 2022, 於: Entropy. 24, 9, 1243.

  研究成果: Article › 同行評審

  開啟存取

  • Pixel 100%
  • learning 90%
  • Graphics processing unit 77%
  • Convolutional neural networks 75%
  • Learning 75%
  1 引文 斯高帕斯（Scopus）
• 2021

  A fully-automatic image colorization scheme using improved CycleGAN with skip connections

  Huang, S., Jin, X., Jiang, Q., Li, J., Lee, S. J., Wang, P. & Yao, S., 7月 2021, 於: Multimedia Tools and Applications. 80, 17, p. 26465-26492 28 p.

  研究成果: Article › 同行評審

  • Color 100%
  • Pixels 34%
  • Experiments 16%
  7 引文 斯高帕斯（Scopus）

• An effective similarity/distance measure between intuitionistic fuzzy sets based on the areas of transformed isosceles right triangle and its applications

  Huang, J., Jin, X., Lee, S. J., Huang, S. & Jiang, Q., 4月 2021, 於: Journal of Intelligent and Fuzzy Systems. 40, 5, p. 9289-9309 21 p.

  研究成果: Article › 同行評審

  • Isosceles triangle 100%
  • Right-angled triangle 96%
  • Similarity Measure 82%
  • Intuitionistic Fuzzy Set 80%
  • Distance Measure 78%
  5 引文 斯高帕斯（Scopus）

• How does distant collaboration influence R&D quality?

  Su, H. N., 5月 2021, 於: Technology Analysis and Strategic Management. 17 p.

  研究成果: Article › 同行評審

  • R and D 100%
  • Technological Development 88%
  • R&D Collaboration 62%
  • Innovation 34%
  • Innovation Studies 28%
  2 引文 斯高帕斯（Scopus）

• Impact of Humorous Chinese-Teaching Videos and Echo Method on Teaching Chinese Language: A Case Study of Vietnamese Students

  Wen, J. M., Do, H. D. & Huang, S. K., 22 9月 2021, (E-pub ahead of print) 於: Asia-Pacific Education Researcher.

  研究成果: Article › 同行評審

  • video 100%
  • learning motivation 61%
  • Teaching 57%
  • teaching method 47%
  • student 33%
  2 引文 斯高帕斯（Scopus）

• Learning chinese in a role as news broadcaster: Is this a worth-trying teaching method?

  Wen, J. M., Dung, H., Liu, E. Z. F., Lin, C. H. & Huang, S. K., 1 1月 2021, 於: International Journal of Online Pedagogy and Course Design. 11, 1, p. 15-35 21 p.

  研究成果: Article › 同行評審

  • broadcaster 100%
  • teaching method 74%
  • news 62%
  • Teaching 36%
  • learning 28%

• Regional population forecast and analysis based on machine learning strategy

  Wang, C. Y. & Lee, S. J., 6月 2021, 於: Entropy. 23, 6, 656.

  研究成果: Article › 同行評審

  開啟存取

  • Learning Strategies 100%
  • machine learning 76%
  • Forecast 70%
  • forecasting 69%
  • Machine Learning 65%
  4 引文 斯高帕斯（Scopus）

• Semisupervised Remote Sensing Image Fusion Using Multiscale Conditional Generative Adversarial Network with Siamese Structure

  Jin, X., Huang, S., Jiang, Q., Lee, S. J., Wu, L. & Yao, S., 6月 2021, 於: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 14, p. 7066-7084 19 p., 9461404.

  研究成果: Article › 同行評審

  開啟存取

  • remote sensing 100%
  • loss 51%
  • train 36%
  • panchromatic image 25%
  • multispectral image 22%
  9 引文 斯高帕斯（Scopus）

• 基于深度神经网络的遥感图像彩色化方法

  Feng, J., Jiang, Q., Jin, X., Lee, S. J., Huang, S. & Yao, S., 20 11月 2021, 於: Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics. 33, 11, p. 1658-1667 10 p.

  研究成果: Article › 同行評審

  • Remote sensing 100%
  • Deep neural networks 93%
  • Color 69%
  • Coloring 22%
  • Pixels 14%
  1 引文 斯高帕斯（Scopus）

• 運用機器學習方法評估能源使用對空污影響: 臺中市 案例分析

  周桂蘭, 賴鋼樺, 闕棟鴻, Huang, S. & 許維中, 1 2月 2021, 於: 台電工程月刊. 870, 10 p.

  研究成果: Article › 同行評審

• 结合双胞胎结构与生成对抗网络的半监督遥感图像融合

  Huang, S., Jiang, Q., Jin, X., Lee, S., Feng, J. & Yao, S., 20 1月 2021, 於: Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics. 33, 1, p. 92-105 14 p.

  研究成果: Article › 同行評審

  • Image fusion 100%
  • Remote sensing 88%
  • Discriminators 70%
  • Color 40%
  • Image reconstruction 29%
  1 引文 斯高帕斯（Scopus）
• 2020

  A Boosting Regression-Based Method to Evaluate the Vital Essence in Semiconductor Industry Performance

  Hsu, P. Y., Yeh, I. W., Tseng, C. H. & Lee, S. J., 2020, 於: IEEE Access. 8, p. 156208-156218 11 p., 9177120.

  研究成果: Article › 同行評審

  開啟存取

  • Semiconductor materials 100%
  • Semiconductor 85%
  • Industry 83%
  • Statistical Models 17%
  • Profitability 16%
  2 引文 斯高帕斯（Scopus）

• A Deep Learning-Based Strategy to the Energy Management-Advice for Time-of-Use Rate of Household Electricity Consumption

  Wu, L-X. & Lee, S-J., 1月 2020, 於: Journal of Internet Technology. 21, 1, p. 305-311 7 p.

  研究成果: Article › 同行評審

  • Energy management 100%
  • Deep learning 87%
  • Electricity 72%
  • Advanced metering infrastructures 47%
  • Industry 42%
  7 引文 斯高帕斯（Scopus）

• Air pollution forecasting based on attention-based LSTM neural network and ensemble learning

  Liu, D-R., Lee, H. SJ., Huang, Y. & Chiu, C. J., 16 6月 2020, 於: Expert Systems. 37, 3, p. 1-16

  研究成果: Article › 同行評審

  • Ensemble Learning 100%
  • Air Pollution 79%
  • Memory Term 73%
  • Long short-term memory 64%
  • Air pollution 63%
  41 引文 斯高帕斯（Scopus）

• A Novel Mutual Fractional Grey Bernoulli Model with Differential Evolution Algorithm and Its Application in Education Investment Forecasting in China

  Xie, W., Pu, B., Pei, C., Lee, S. J. & Kang, Y., 2020, 於: IEEE Access. 8, p. 97839-97850 12 p., 9097287.

  研究成果: Article › 同行評審

  開啟存取

  • Education 100%
  • Application 37%
  • Mathematical operators 26%
  • Differential equations 26%
  8 引文 斯高帕斯（Scopus）

• Does geographic distance to partners affect firm R&D spending? The moderating roles of individuals, firms, and countries

  Su, H-N. & Moaniba, I. M., 1 1月 2020, 於: Journal of Business Research. 106, p. 12-23 12 p.

  研究成果: Article › 同行評審

  • R&D Spending 100%
  • R&D Intensity 95%
  • Inventor 89%
  • R and D 38%
  • Collaboration Networks 34%
  11 引文 斯高帕斯（Scopus）

• Educational board game and flashcard: Which one is better for learners at beginner level of Chinese language?

  Wen, J. M., Do, H. D., Liu, E. Z. F., Lin, C. H. & Huang, S. K., 2020, 於: International Journal of Serious Games. 7, 4, p. 89-104 16 p.

  研究成果: Article › 同行評審

  開啟存取

  • Education 100%
  • Learning 82%
  • learning motivation 78%
  • Game 73%
  • Language 66%
  1 引文 斯高帕斯（Scopus）

• Geographic distance between co-inventors and firm performance: The moderating roles of interfirm and cross-country collaborations

  Moaniba, I. M., Su, H. N. & Lee, P. C., 8月 2020, 於: Technological Forecasting and Social Change. 157, 120070.

  研究成果: Article › 同行評審

  • firm performance 100%
  • Inventors 98%
  • Inventor 68%
  • Firm Performance 47%
  • firm 38%
  12 引文 斯高帕斯（Scopus）

• How does external knowledge sourcing enhance product development? Evidence from drug commercialization

  Moaniba, I. M., Lee, P. C. & Su, H. N., 11月 2020, 於: Technology in Society. 63, 101414.

  研究成果: Article › 同行評審

  • Knowledge Sourcing 100%
  • Commercialization 82%
  • Knowledge management 82%
  • commercialization 76%
  • Product development 72%
  10 引文 斯高帕斯（Scopus）

• How Do Patent-Based Measures Inform Patent Collateral? A Holistic Analysis on All USPTO Patents Between 1986 and 2016

  Su, H. N., 2020, (Accepted/In press) 於: IEEE Transactions on Engineering Management.

  研究成果: Article › 同行評審

  • Patents 100%
  • Productivity 38%
  • Family Size 26%
  • Technological Diversity 16%
  • Legal Protection 13%

• Institutional process for infrastructural development in Nigeria

  Omobhude, C. & Chen, S-H., 7月 2020, 於: Progress in Development Studies. 20, 3, p. 223-242 20 p.

  研究成果: Article › 同行評審

  • infrastructural development 100%
  • Nigeria 58%
  • Institutional Factors 19%
  • institutional factors 18%
  • company structure 17%
  2 引文 斯高帕斯（Scopus）

• Remote sensing image colorization using symmetrical multi-scale DCGAN in YUV color space

  Wu, M., Jin, X., Jiang, Q., Lee, S., Liang, W., Lin, G. & Yao, S., 28 8月 2020, (E-pub ahead of print) 於: Visual Computer. 23 p.

  研究成果: Article › 同行評審

  • Remote sensing 100%
  • Color 69%
  • Discriminators 59%
  • Sampling 33%
  • Neural networks 29%
  11 引文 斯高帕斯（Scopus）

• Revisiting the Agent Roles of the Technology Transfer Office in University Commercialization

  貢獻的翻譯標題: 再探大學研發技轉中心的代理人角色Huang, H. I. & Chen, S-H., 1 3月 2020, 於: Journal of Technology Management. 25, 1, p. 33-72 40 p.

  研究成果: Article › 同行評審

  • technology transfer 100%
  • commercialization 92%
  • university 40%
  • Taiwan 24%
  • incentive system 21%

• Traffic sign recognition by combining global and local features based on semi-supervised classification

  He, Z., Nan, F., Li, X., Lee, S-J. & Yang, Y., 5月 2020, 於: IET Intelligent Transport Systems. 14, 5, p. 323-330 8 p.

  研究成果: Article › 同行評審

  • traffic sign 100%
  • Traffic signs 76%
  • supervised classification 66%
  • traffic 48%
  • transport system 18%
  13 引文 斯高帕斯（Scopus）

• Two-scale decomposition-based multifocus image fusion framework combined with image morphology and fuzzy set theory

  Jiang, Q., Jin, X., Chen, G., Lee, S-J., Cui, X., Yao, S. & Wu, L., 12月 2020, 於: Information sciences. 541, p. 442-474 33 p.

  研究成果: Article › 同行評審

  • Image Fusion 100%
  • Fuzzy set theory 63%
  • Image fusion 61%
  • Fusion 60%
  • Fuzzy Set Theory 60%
  12 引文 斯高帕斯（Scopus）

• 從眾行為對於行為意圖之影響：以具有擴增實境技術之手機應用程式為例

  Lim, S. S., 王任聖, 阮紅玉 & 孫薇捷, 9月 2020, 於: 中華民國科技管理學刊. 24, 3, p. 77-106 30 p.

  研究成果: Article › 同行評審
• 2019

  A Mixed-Methods Study of Users' Journey Mapping Experience and Acceptance of Telehealthcare Technology in Taiwan

  Tsung-Yin, O., Chih-Young, H. & Che-Wei, L., 11月 2019, 於: Telemedicine Journal and e-Health. 25, 11, p. 1057-1070 14 p.

  研究成果: Article › 同行評審

  • Taiwan 100%
  • Technology 66%
  • Equipment and Supplies 60%
  • Intention 26%
  • Geriatrics 13%

• A new similarity/distance measure between intuitionistic fuzzy sets based on the transformed isosceles triangles and its applications to pattern recognition

  Jiang, Q., Jin, X., Lee, S. & Yao, S., 1 2月 2019, 於: Expert Systems with Applications. 116, p. 439-453 15 p.

  研究成果: Article › 同行評審

  • Fuzzy sets 100%
  • Pattern recognition 83%
  • Fuzzy set theory 57%
  • Decision making 34%
  • Experiments 16%
  87 引文 斯高帕斯（Scopus）

• A social recommendation method based on the integration of social relationship and product popularity

  Lai, C. H., Lee, S. & Huang, H. L., 1 1月 2019, 於: International Journal of Human Computer Studies. 121, p. 42-57 16 p.

  研究成果: Article › 同行評審

  • popularity 100%
  • Purchasing 65%
  • social network 50%
  • Decision making 41%
  • Internet 38%
  36 引文 斯高帕斯（Scopus）

• Linking corporate sustainability and innovation in supply chain management –evidence of a Taiwan leading glass recycling company

  Lim, S. S. & Sonko, L. K., 3 8月 2019, 於: Technology Analysis and Strategic Management. 31, 8, p. 957-971 15 p.

  研究成果: Article › 同行評審

  • Corporate Innovation 100%
  • Corporate Sustainability 86%
  • Supply Chain Management 60%
  • Taiwan 59%
  • Innovation 57%
  7 引文 斯高帕斯（Scopus）

• On the drivers of innovation: Does the co-evolution of technological diversification and international collaboration matter?

  Moaniba, I. M., Su, H-N. & Lee, P. C., 1 11月 2019, 於: Technological Forecasting and Social Change. 148, 119710.

  研究成果: Article › 同行評審

  • Technological Diversification 100%
  • Coevolution 75%
  • diversification 68%
  • Causality 62%
  • driver 55%
  13 引文 斯高帕斯（Scopus）

• Systematic barriers to technology development in Nigeria: A literature review

  Omobhude, C. O. & Chen, S-H., 1 1月 2019, 於: International Journal of Business Continuity and Risk Management. 9, 1, p. 24-53 30 p.

  研究成果: Article › 同行評審

  • Literature Review 100%
  • Technology Development 66%
  • Nigeria 62%
  • Business 24%
  • Policy 22%
  1 引文 斯高帕斯（Scopus）

• The innovative fulcrums of technological interdisciplinarity: An analysis of technology fields in patents

  Huang, H. C. & Su, H-N., 1 6月 2019, 於: Technovation. 84-85, p. 59-70 12 p.

  研究成果: Article › 同行評審

  • Interdisciplinarity 100%
  • Patents 70%
  • Innovative Capability 41%
  • Brokerage 26%
  • Innovation 25%
  15 引文 斯高帕斯（Scopus）

• The roles and measurements of proximity in sustained technology development: A literature review

  Omobhude, C. & Chen, S-H., 4 1月 2019, 於: Sustainability (Switzerland). 11, 1, 224.

  研究成果: Article › 同行評審

  開啟存取

  • Technology and Innovation 100%
  • technological development 72%
  • literature review 69%
  • innovation 39%
  • Terminology 37%
  8 引文 斯高帕斯（Scopus）

• Toward a Better Understanding on Technological Resilience for Sustaining Industrial Development

  Lee, P. C., Chen, S. H., Lin, Y. S. & Su, H-N., 8月 2019, 於: IEEE Transactions on Engineering Management. 66, 3, p. 398-411 14 p.

  研究成果: Article › 同行評審

  • Industrial Development 100%
  • Resilience 97%
  • Industry 43%
  • Technological Knowledge 33%
  • Environmental Change 17%
  6 引文 斯高帕斯（Scopus）

• University Incubation System for Research Commercialisation: The Case of Taiwan and Malaysia

  Ng, B-K., Chen, S-H., Wong, C-Y. & Chandran, V., 11月 2019, 於: Science technology and society. 24, 3, p. 465-485 21 p., 0971721819873184.

  研究成果: Article › 同行評審

  • university system 100%
  • commercialization 88%
  • Malaysia 74%
  • Taiwan 70%
  • university research 49%
  6 引文 斯高帕斯（Scopus）

• 台灣生物技術產業學研技轉制度障礙之探討

  Chen, S-H. & Lin, W. T., 1 12月 2019, 於: Journal of Technology Management. 24, 4, p. 35-68 34 p.

  研究成果: Article › 同行評審

  • technology transfer 100%
  • biotechnology 87%
  • industry 48%
  • regulation 32%
  • policy 20%
• 2018

  Analyzing determinants for promoting emerging technology through intermediaries by using a DANP-based MCDA framework

  Chen, S-H. & Lin, W. T., 1 6月 2018, 於: Technological Forecasting and Social Change. 131, p. 94-110 17 p.

  研究成果: Article › 同行評審

  • Multiple Criteria Decision Analysis 100%
  • Decision theory 85%
  • Decision Support Techniques 84%
  • Emerging Technologies 77%
  • Intermediaries 74%
  27 引文 斯高帕斯（Scopus）