陳 牧言

研究成果

每年研究成果 2002 2018 2019 2020 2021 2022 2023

• 105 Article
• 37 Editorial
• 31 Conference contribution
• 3 Conference article
• 3 更多
  • 2 Chapter
  • 1 Review article

每年研究成果

每年研究成果

搜尋結果

• 2023

  An Automatic-Identification-System-Based Vessel Security System

  Chen, M. Y. & Wu, H. T., 2023 1月 1, 於: IEEE Transactions on Industrial Informatics. 19, 1, p. 870-879 10 p.

  研究成果: Article › 同行評審

  • Automatic identification 100%
  • Security systems 84%
  • Ships 54%
  • Network security 53%
  • Ports and harbors 19%
  2 引文 斯高帕斯（Scopus）

• A Robust Learning Algorithm Based on Particle Swarm Optimization for Pi-Sigma Artificial Neural Networks

  Bas, E., Egrioglu, E., Yolcu, U. & Chen, M. Y., 2023 4月 1, 於: Big Data. 11, 2, p. 105-116 12 p.

  研究成果: Article › 同行評審

  • Particle Swarm Optimization 100%
  • Learning Algorithm 93%
  • Artificial Neural Network 82%
  • Outliers 70%
  • Particle swarm optimization (PSO) 64%
  2 引文 斯高帕斯（Scopus）

• Cognitive Depression Detection Cyber-Medical System Based on EEG Analysis and Deep Learning Approaches

  Chiang, H. S., Chen, M. Y. & Liao, L. S., 2023 2月 1, 於: IEEE Journal of Biomedical and Health Informatics. 27, 2, p. 608-616 9 p.

  研究成果: Article › 同行評審

  • Deep Learning 100%
  • Deep neural networks 70%
  • Electroencephalography 69%
  • Deep learning 64%
  • Depression 47%
  3 引文 斯高帕斯（Scopus）

• COVID-19 Diagnosis System Based on Chest X-ray Images Using Optimized Convolutional Neural Network

  Chen, M. Y. & Chiang, P. R., 2023 4月 6, 於: ACM Transactions on Sensor Networks. 19, 3, 53.

  研究成果: Article › 同行評審

  • Convolutional neural networks 100%
  • X rays 99%
  • Deep learning 98%
  • Transfer learning 26%
  • Public health 26%
  1 引文 斯高帕斯（Scopus）

• Review of Survey research in Fuzzy approach for text mining

  Lai, Y. W. & Chen, M. Y., 2023, (Accepted/In press) 於: IEEE Access. p. 1 1 p.

  研究成果: Article › 同行評審

  開啟存取

  • Text mining 100%
  • Mining 98%
  • Fuzzy logic 45%
  • Sentiment analysis 19%
  • Statistical methods 14%

• Using Deep Learning Models to Detect Fake News about COVID-19

  Chen, M. Y., Lai, Y. W. & Lian, J. W., 2023 5月 18, 於: ACM Transactions on Internet Technology. 23, 2, 3533431.

  研究成果: Article › 同行評審

  • Deep learning 100%
  • Data storage equipment 40%
  • Viruses 26%
  • Feature extraction 17%
  • Health 16%
  4 引文 斯高帕斯（Scopus）
• 2022

  Computational Intelligence Methods for Smart Connectivity in IoT

  Souri, A., Chen, M. Y. & Navimipour, N. J., 2022 9月 1, 於: Journal of Interconnection Networks. 22, 3, 2202001.

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

• Constructing Cooperative Intelligent Transport Systems for Travel Time Prediction With Deep Learning Approaches

  Chen, M. Y., Chiang, H. S. & Yang, K. J., 2022, (Accepted/In press) 於: IEEE Transactions on Intelligent Transportation Systems.

  研究成果: Article › 同行評審

  • Travel time 100%
  • Deep learning 85%
  • Application programming interfaces (API) 11%
  9 引文 斯高帕斯（Scopus）

• Efficient Generative Adversarial Networks for Imbalanced Traffic Collision Datasets

  Chen, M. Y., Chiang, H. S. & Huang, W. K., 2022 10月 1, 於: IEEE Transactions on Intelligent Transportation Systems. 23, 10, p. 19864-19873 10 p.

  研究成果: Article › 同行評審

  • Discriminant analysis 100%
  • Image recognition 52%
  • Highway accidents 51%
  • Random forests 49%
  • Speech recognition 43%
  2 引文 斯高帕斯（Scopus）

• Establishing a Cybersecurity Home Monitoring System for the Elderly

  Chen, M. Y., 2022 7月 1, 於: IEEE Transactions on Industrial Informatics. 18, 7, p. 4838-4845 8 p.

  研究成果: Article › 同行評審

  • Security of data 100%
  • Home health care 86%
  • Cameras 75%
  • Kitchens 69%
  • Monitoring 59%
  5 引文 斯高帕斯（Scopus）

• GT-Chain: A Fair Blockchain for Intelligent Industrial IoT Applications

  Li, G., Zhao, Q., Zhang, D., Chen, M. Y., Hassan, M. M., Xu, J. & Garg, S., 2022, 於: IEEE Transactions on Network Science and Engineering.

  研究成果: Article › 同行評審

  • Blockchain 100%
  • Industrial internet of things (IIoT) 80%
  • Internet of things 71%
  • Miners 67%
  • Network protocols 19%
  5 引文 斯高帕斯（Scopus）

• Identifying the key success factors of movie projects in crowdfunding

  Chen, M. Y., Chang, J. R., Chen, L. S. & Chuang, Y. J., 2022 8月, 於: Multimedia Tools and Applications. 81, 19, p. 27711-27736 26 p.

  研究成果: Article › 同行評審

  • Text mining 100%
  • Sports 86%
  • Decision trees 83%
  • Backpropagation 80%
  • Data mining 71%
  5 引文 斯高帕斯（Scopus）

• Image Feature Location Method Based on Improved Wavelet and Variable Threshold Segmentation in Internet of Things

  Gong, J. H. & Chen, M. Y., 2022 4月, 於: Mobile Networks and Applications. 27, 2, p. 563-575 13 p.

  研究成果: Article › 同行評審

  • Internet of things 100%
  • Wavelet decomposition 36%
  • Luminance 28%
  • Image segmentation 28%
  • Signal to noise ratio 24%
  1 引文 斯高帕斯（Scopus）

• Information Strategies in Indigenous Communities During the COVID-19 Pandemic

  Chen, M. Y. & Tsai, Y. L., 2022 12月, 於: Journal of Nursing. 69, 6, p. 28-32 5 p.

  研究成果: Article › 同行評審

  • Pandemics 100%
  • Distance Education 65%
  • Students 32%

• Intelligent Traffic Accident Prediction Model for Internet of Vehicles with Deep Learning Approach

  Lin, D. J., Chen, M. Y., Chiang, H. S. & Sharma, P. K., 2022 3月 1, 於: IEEE Transactions on Intelligent Transportation Systems. 23, 3, p. 2340-2349 10 p.

  研究成果: Article › 同行評審

  • Highway accidents 100%
  • Deep learning 80%
  • Internet 61%
  • Accidents 43%
  • Bayesian networks 18%
  21 引文 斯高帕斯（Scopus）

• Linguistic multi-criteria decision-making aggregation model based on situational ME-LOWA and ME-LOWGA operators

  Cheng, C. H., Chen, M. Y. & Chang, J. R., 2022, (Accepted/In press) 於: Granular Computing.

  研究成果: Article › 同行評審

  • Linguistics 100%
  • Agglomeration 91%
  • Decision making 76%
  • Entropy 25%
  • Information fusion 17%
  2 引文 斯高帕斯（Scopus）

• Monitoring Spatial Keyword Queries Based on Resident Domains of Mobile Objects in IoT Environments

  Shen, J. H., Chen, M. Y., Lu, C. T. & Wang, R. H., 2022 2月, 於: Mobile Networks and Applications. 27, 1, p. 208-218 11 p.

  研究成果: Article › 同行評審

  • Internet of things 100%
  • Location based services 93%
  • Servers 86%
  • Monitoring 67%
  • Global positioning system 34%
  4 引文 斯高帕斯（Scopus）

• M-T2F: A High-Efficient Contention Protocol for Wireless Networking in Cyber-Physical-Social Systems

  Feng, L., Zhao, Q., Zeng, Y., Dong, M., Chen, M. Y., Hassan, M. M., Piccialli, F. & Fortino, G., 2022, 於: IEEE Transactions on Network Science and Engineering. 9, 6, p. 3860-3869 10 p.

  研究成果: Article › 同行評審

  • Throughput 100%
  • Quality of service 56%
  • Decision making 52%

• Recurrent dendritic neuron model artificial neural network for time series forecasting

  Egrioglu, E., Baş, E. & Chen, M. Y., 2022 8月, 於: Information sciences. 607, p. 572-584 13 p.

  研究成果: Article › 同行評審

  • Time Series Forecasting 100%
  • Neuron Model 85%
  • Artificial Neural Network 81%
  • Neuron 63%
  • Neurons 58%
  8 引文 斯高帕斯（Scopus）

• Robotic Musicianship Based on Least Squares and Sequence Generative Adversarial Networks

  Chen, M. Y., Wei, W., Chao, H. C. & Li, Y. F., 2022 9月 15, 於: IEEE Sensors Journal.

  研究成果: Article › 同行評審

  • music 100%
  • robotics 93%
  • Robotics 60%
  • robots 58%
  • least squares method 37%
  2 引文 斯高帕斯（Scopus）

• The key successful factors of video and mobile game crowdfunding projects using a lexicon-based feature selection approach

  Chen, M. Y., Chang, J. R., Chen, L. S. & Shen, E. L., 2022 6月, 於: Journal of Ambient Intelligence and Humanized Computing. 13, 6, p. 3083-3101 19 p.

  研究成果: Article › 同行評審

  開啟存取

  • Feature extraction 100%
  • Text mining 50%
  • Decision trees 42%
  • Support vector machines 34%
  • Sampling 30%
  5 引文 斯高帕斯（Scopus）
• 2021

  A deep learning approach for financial market prediction: utilization of Google trends and keywords

  Fan, M. H., Chen, M. Y. & Liao, E. C., 2021 1月, 於: Granular Computing. 6, 1, p. 207-216 10 p.

  研究成果: Article › 同行評審

  • Financial markets 100%
  • Deep learning 74%
  • Neural networks 50%
  • Decision trees 26%
  • Support vector machines 22%
  18 引文 斯高帕斯（Scopus）

• AI-Based Vehicular Network toward 6G and IoT: Deep Learning Approaches

  Chen, M. Y., Fan, M. H. & Huang, L. X., 2021 10月 5, 於: ACM Transactions on Management Information Systems. 13, 1, 6.

  研究成果: Article › 同行評審

  • Deep Learning 100%
  • Artificial Intelligence 74%
  • Deep learning 64%
  • Artificial intelligence 63%
  • Internet of things 60%
  8 引文 斯高帕斯（Scopus）

• A multi-function wearable radio transceiver device based on radio communication technology

  Wu, H. T. & Chen, M. Y., 2021 5月, 於: Computers and Electrical Engineering. 91, 107062.

  研究成果: Article › 同行評審

  • Radio transceivers 100%
  • Radio communication 80%
  • Wearable technology 12%
  • Communication 11%
  • Sensors 5%
  5 引文 斯高帕斯（Scopus）

• An intuitionistic fuzzy time series model based on new data transformation method

  Chen, L. S., Chen, M. Y., Chang, J. R. & Yu, P. Y., 2021, 於: International Journal of Computational Intelligence Systems. 14, 1, p. 550-559 10 p.

  研究成果: Article › 同行評審

  開啟存取

  • Fuzzy Time Series 100%
  • Data Transformation 79%
  • Fuzzy Model 71%
  • Time Series Models 62%
  • Model-based 49%
  6 引文 斯高帕斯（Scopus）

• A tucker decomposition based knowledge distillation for intelligent edge applications

  Dai, C., Liu, X., Li, Z. & Chen, M. Y., 2021 3月, 於: Applied Soft Computing. 101, 107051.

  研究成果: Article › 同行評審

  • Distillation 100%
  • Decomposition 69%
  • Students 30%
  • Edge computing 17%
  • Deep learning 12%
  10 引文 斯高帕斯（Scopus）

• Collaborative algorithms that combine AI with IoT towards monitoring and control system

  Zhang, T., Zhao, Y., Jia, W. & Chen, M. Y., 2021 12月, 於: Future Generation Computer Systems. 125, p. 677-686 10 p.

  研究成果: Article › 同行評審

  • Internet of things 100%
  • Control systems 73%
  • Artificial intelligence 69%
  • Monitoring 67%
  • Fusion reactions 63%
  7 引文 斯高帕斯（Scopus）

• Data fusion analysis for attention-deficit hyperactivity disorder emotion recognition with thermal image and Internet of Things devices

  Lai, Y. H., Chang, Y. C., Tsai, C. W., Lin, C. H. & Chen, M. Y., 2021 3月, 於: Software - Practice and Experience. 51, 3, p. 595-606 12 p.

  研究成果: Article › 同行評審

  • Data fusion 100%
  • Internet of things 78%
  • Reinforcement learning 46%
  • Hot Temperature 44%
  • Robotics 35%
  8 引文 斯高帕斯（Scopus）

• Deep Learning Methods in Internet of Medical Things for Valvular Heart Disease Screening System

  Su, Y. S., Ding, T. J. & Chen, M. Y., 2021 12月 1, 於: IEEE Internet of Things Journal. 8, 23, p. 16921-16932 12 p.

  研究成果: Article › 同行評審

  • Screening 100%
  • Deep learning 95%
  • Internet 73%
  • Blood 39%
  • Temperature 38%
  56 引文 斯高帕斯（Scopus）

• Screw Slot Quality Inspection System Based on Tactile Network

  Chen, Y. C., Hwang, R. H., Chen, M. Y., Wen, C. C. & Hsu, C. P., 2021 11月, 於: ACM Transactions on Internet Technology. 21, 4, 3423556.

  研究成果: Article › 同行評審

  • Inspection 100%
  • Anomaly detection 39%
  • System-on-chip 19%
  • Dust 19%
  • Routers 18%

• SFCM: A Fuzzy Clustering Algorithm of Extracting the Shape Information of Data

  Bui, Q. T., Vo, B., Snasel, V., Pedrycz, W., Hong, T. P., Nguyen, N. T. & Chen, M. Y., 2021 1月, 於: IEEE Transactions on Fuzzy Systems. 29, 1, p. 75-89 15 p., 9160881.

  研究成果: Article › 同行評審

  • Fuzzy C-means 100%
  • Fuzzy Algorithm 97%
  • Fuzzy Clustering 89%
  • Clustering Algorithm 81%
  • Fuzzy clustering 70%
  20 引文 斯高帕斯（Scopus）

• The Determinants of Bitcoin’s Price: Utilization of GARCH and Machine Learning Approaches

  Chen, T. H., Chen, M. Y. & Du, G. T., 2021 1月, 於: Computational Economics. 57, 1, p. 267-280 14 p.

  研究成果: Article › 同行評審

  • Bitcoin 100%
  • Machine Learning 94%
  • GARCH 72%
  • Machine learning 52%
  • Support Vector Machine 20%
  10 引文 斯高帕斯（Scopus）
• 2020

  A Novel Artificial Bee Colony Optimization Algorithm with SVM for Bio-inspired Software-Defined Networking

  Chiang, H. S., Sangaiah, A. K., Chen, M. Y. & Liu, J. Y., 2020 4月 1, 於: International Journal of Parallel Programming. 48, 2, p. 310-328 19 p.

  研究成果: Article › 同行評審

  • Software defined networking 78%
  • Support vector machines 55%
  • Artificial Intelligence 33%
  • Artificial intelligence 24%
  • Self-organizing 19%
  16 引文 斯高帕斯（Scopus）

• Cryptocurrency malware hunting: A deep Recurrent Neural Network approach

  Yazdinejad, A., HaddadPajouh, H., Dehghantanha, A., Parizi, R. M., Srivastava, G. & Chen, M. Y., 2020 11月, 於: Applied Soft Computing Journal. 96, 106630.

  研究成果: Article › 同行評審

  • Cryptocurrency 100%
  • Malware 76%
  • Recurrent neural networks 72%
  • Deep neural networks 67%
  • Long short-term memory 27%
  73 引文 斯高帕斯（Scopus）

• Cyber-entrepreneurship as an innovative orientation: Does positive thinking moderate the relationship between cyber-entrepreneurial self-efficacy and cyber-entrepreneurial intentions in Non-IT students?

  Chang, S. H., Shu, Y., Wang, C. L., Chen, M. Y. & Ho, W. S., 2020 6月, 於: Computers in Human Behavior. 107, 105975.

  研究成果: Article › 同行評審

  • Self-efficacy 82%
  • Self Efficacy 60%
  • entrepreneurship 55%
  • self-efficacy 47%
  • Students 42%
  33 引文 斯高帕斯（Scopus）

• Exploration of social media for sentiment analysis using deep learning

  Chen, L. C., Lee, C. M. & Chen, M. Y., 2020 6月 1, 於: Soft Computing. 24, 11, p. 8187-8197 11 p.

  研究成果: Article › 同行評審

  • Sentiment analysis 57%
  • Glossaries 50%
  • Learning 47%
  • Deep learning 46%
  • Military 34%
  55 引文 斯高帕斯（Scopus）

• Grid-based indexing with expansion of resident domains for monitoring moving objects

  Shen, J. H., Lu, C. T., Chen, M. Y. & Yen, N. Y., 2020 3月 1, 於: Journal of Supercomputing. 76, 3, p. 1482-1501 20 p.

  研究成果: Article › 同行評審

  • Moving Objects 100%
  • Indexing 85%
  • Monitoring 69%
  • Query 67%
  • Server 58%
  4 引文 斯高帕斯（Scopus）

• Hybridization of cognitive computing for food services

  Zhang, X., Yang, S., Srivastava, G., Chen, M. Y. & Cheng, X., 2020 4月, 於: Applied Soft Computing. 89, 106051.

  研究成果: Article › 同行評審

  • Industry 100%
  • Fusion reactions 78%
  • Random forests 69%
  • Linear regression 66%
  • Robots 63%
  6 引文 斯高帕斯（Scopus）

• Intelligently modeling, detecting, and scheduling elephant flows in software defined energy cloud: A survey

  Liao, L. X., Chao, H. C. & Chen, M. Y., 2020 12月, 於: Journal of Parallel and Distributed Computing. 146, p. 64-78 15 p.

  研究成果: Article › 同行評審

  • Scheduling 100%
  • Energy 65%
  • Network Performance 65%
  • Modeling 63%
  • Network performance 63%
  9 引文 斯高帕斯（Scopus）

• Picture fuzzy time series: Defining, modeling and creating a new forecasting method

  Egrioglu, E., Bas, E., Yolcu, U. & Chen, M. Y., 2020 2月, 於: Engineering Applications of Artificial Intelligence. 88, 103367.

  研究成果: Article › 同行評審

  • Time series 100%
  • Fuzzy sets 86%
  • Fuzzy clustering 18%
  • Neural networks 10%
  24 引文 斯高帕斯（Scopus）

• Recognizing important factors of influencing trust in O2O models: an example of OpenTable

  Chang, J. R., Chen, M. Y., Chen, L. S. & Chien, W. T., 2020 6月 1, 於: Soft Computing. 24, 11, p. 7907-7923 17 p.

  研究成果: Article › 同行評審

  • Text Mining 92%
  • Customers 84%
  • Questionnaire 70%
  • Text mining 64%
  • Market 56%
  14 引文 斯高帕斯（Scopus）

• Recurrent neural network with attention mechanism for language model

  Chen, M. Y., Chiang, H. S., Sangaiah, A. K. & Hsieh, T. C., 2020 6月 1, 於: Neural Computing and Applications. 32, 12, p. 7915-7923 9 p.

  研究成果: Article › 同行評審

  • Recurrent neural networks 100%
  • Neural networks 23%
  • Internet 13%
  10 引文 斯高帕斯（Scopus）

• Remaining useful life prediction based on state assessment using edge computing on deep learning

  Hsu, H. Y., Srivastava, G., Wu, H. T. & Chen, M. Y., 2020 7月 1, 於: Computer Communications. 160, p. 91-100 10 p.

  研究成果: Article › 同行評審

  • Edge computing 100%
  • Deep learning 72%
  • Servers 58%
  • Industrial internet of things (IIoT) 57%
  • Aircraft engines 48%
  20 引文 斯高帕斯（Scopus）

• Wind turbine fault diagnosis and predictive maintenance through statistical process control and machine learning

  Hsu, J. Y., Wang, Y. F., Lin, K. C., Chen, M. Y. & Hsu, J. H. Y., 2020, 於: IEEE Access. 8, p. 23427-23439 13 p., 8966331.

  研究成果: Article › 同行評審

  開啟存取

  • Turbine 100%
  • Predictive maintenance 97%
  • Statistical process control 95%
  • Process Control 88%
  • Wind turbines 65%
  83 引文 斯高帕斯（Scopus）
• 2019

  A coverage-aware and energy-efficient protocol for the distributed wireless sensor networks

  Chen, D. R., Chen, L. C., Chen, M. Y. & Hsu, M. Y., 2019 3月, 於: Computer Communications. 137, p. 15-31 17 p.

  研究成果: Article › 同行評審

  • Wireless sensor networks 100%
  • Network protocols 86%
  • Network management 68%
  • Sensors 65%
  • Sensor nodes 58%
  26 引文 斯高帕斯（Scopus）

• A hybrid unequal clustering based on density with energy conservation in wireless nodes

  Han, T., Bozorgi, S. M., Orang, A. V., Hosseinabadi, A. A. R., Sangaiah, A. K. & Chen, M. Y., 2019 1月 31, 於: Sustainability (Switzerland). 11, 3, 746.

  研究成果: Article › 同行評審

  開啟存取

  • energy conservation 100%
  • Base stations 81%
  • conservation 79%
  • Energy conservation 73%
  • energy 63%
  17 引文 斯高帕斯（Scopus）

• Artificial intelligence in smart health: Investigation of theory and practice

  Lin, S. H. & Chen, M. Y., 2019 4月, 於: Journal of Nursing. 66, 2, p. 7-13 7 p.

  研究成果: Article › 同行評審

  • Artificial Intelligence 100%
  • Deep Learning 82%
  • Delivery of Health Care 45%
  • Health 36%
  • Personal Health Services 27%

• Building social computing system in big data: From the perspective of social network analysis

  Liao, C. H. & Chen, M. Y., 2019 12月, 於: Computers in Human Behavior. 101, p. 457-465 9 p.

  研究成果: Article › 同行評審

  • Social computing 100%
  • Big Data 91%
  • Social Networking 76%
  • Social Network Analysis 73%
  • Electric network analysis 68%
  7 引文 斯高帕斯（Scopus）

• Coupling and coordination development of Australian energy, economy, and ecological environment systems from 2007 to 2016

  Yan, X., Chen, M. & Chen, M. Y., 2019 12月 1, 於: Sustainability (Switzerland). 11, 23, 6568.

  研究成果: Article › 同行評審

  開啟存取

  • Restoration 100%
  • coordination 95%
  • Sustainable development 90%
  • Large scale systems 87%
  • economy 79%
  51 引文 斯高帕斯（Scopus）

• Course design for college entrepreneurship education - from personal trait analysis to operation in practice

  Wu, H. T. & Chen, M. Y., 2019, 於: Frontiers in Psychology. 10, JUN, 1016.

  研究成果: Article › 同行評審

  開啟存取

  • entrepreneurship 55%
  • Education 36%
  • Industry 35%
  • Students 34%
  • Thinking 19%
  5 引文 斯高帕斯（Scopus）