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專任教師

  • 名稱
    詹毓偉
    Chan, Yu-Wei
  • 連絡電話
    18120、11730
  • 信箱
  • 個人著作參考網址
  • 最高學歷
    國立清華大學 資訊工程研究所 博士
  • 研究專長
    雲端計算, 邊緣計算, 人工智慧, 大數據分析與應用
年度 參考文獻格式
2022 Yang, Chao-Tung, Chan, Yu-Wei, Liu, Jung-Chun, Kristiani Endah, Lai, Cing-Han(2022). Cyberattacks detection and analysis in a network log system using XGBoost with ELK stack. Soft Computing, Vol. 0, No. 0, p.p0-0 [SCIE].
2022 Chan, Yu-Wei, Fathoni, Halim, Yen Hao-Yi , Yang, Chao-Tung(2022). Implementation of a Cluster-Based Heterogeneous Edge Computing System for Resource Monitoring and Performance Evaluation. IEEE Access, Vol. 10, No. 0, p.p38458-38471 [SCIE].
2021 Chan, Yu-Wei, Kang, Tsan-Ching, Yang, Chao-Tung, Chang, Chih-Hung, Huang, Shih-Meng, Tsai, Yin-Te(2021). Tool wear prediction using convolutional bidirectional LSTM networks. Journal of Supercomputing, Vol. 0, No. 0, p.p0-0 [SCI].
2021 Liu, Jung‑Chun, Yang, Chao‑Tung, Chan, Yu-Wei, Kristiani Endah, Jiang, Wei‑Je(2021). Cyberattack Detection Model using Deep Learning in a Network Log System with Data Visualization. The Journal of Supercomputing, Vol. 77, No. 0, p.p10984-11003 [SCI].
2020 Chan, YU-WEI, Chien, FENG-TSUN, Chang, MIN-KUAN, Ho, WEI-CHUN, Hung, JASON C. (2020). A Coalitional Graph Game Approach for Minimum Transmission Broadcast in IoT Networks. IEEE Access, Vol. 8, No. 0, p.p24385-24396 [SCI].
2020 Yang, Chao‑Tung, Chen, Yuan‑An, Chan, Yu‑Wei, Lee, Chia‑Lin, Tsan, Yu‑Tse, Chan, Wei‑Cheng, Liu, Po‑Yu(2020). Infuenza‑like illness prediction using a long short‑term memory deep learning model with multiple open data sources. The Journal of Supercomputing, Vol. 76, No. 0, p.p9303-9329 [SCI].
2020 Yang, Chao-Tung, Liu, Jung-Chun, Chan, Yu-Wei, Kristiani, Endah, Kuo, Chan-Fu(2020). Performance benchmarking of deep learning framework on Intel Xeon Phi. The Journal of Supercomputing, Vol. 77, No. 0, p.p2486-2510 [SCI].
2019 Chang, Min-Kuan, Mei, Yung-Jen, Chan*, Yu-Wei, Wu, Mei-Yu, Chen, Wun-Ren(2019). Matching Game-based Hierarchical Spectrum Sharing in Cooperative Cognitive Radio Networks. The Journal of Supercomputing, Vol. 0, No. 0, p.p0-0 [SCI].
2019 Yang, Chao-Tung, Chen, Shuo-Tsung, Liu, Jung-Chun, Chan*, Yu-Wei, Chen, Chien-Chih, Verma, Vinod Kumar (2019). An Energy-Efficient Cloud System with Novel Dynamic Resource Allocation Methods. The Journal of Supercomputing, Vol. 75, No. 08, p.p4408-4429 [SCI].
2019 Yang, Chao-Tung, Chen, Shuo-Tsung, Chan, Yu-Wei, Shen, Yu-Chuan(2019). On construction of a cloud storage system with heterogeneous software-defined storage technologies. Human-centric Computing and Information Sciences, Vol. 0, No. 0, p.p0-0 [SCIE].
2019 Yang, Chao-Tung, Chen, Shuo-Tsung, Cheng, Wei-Hsun, Chan, Yu-Wei*, Kristiani, Endah (2019). A Heterogeneous Cloud Storage Platform With Uniform Data Distribution by Software-Defined Storage Technologies. IEEE Access, Vol. 7, No. 0, p.p147672-147682 [SCI].
2019 Chan, Yu-Wei, Chien, Feng-Tsun, Yang, Chao-Tung(2019). Mode Selection and Spectrum Allocation in Coexisting D2D and Cellular Networks with Cooperative Precoding. Sensors, Vol. 19, No. 24, p.p0-0 [SCI].
2018 Yang, Chao-Tung; Chen, Shuo-Tsung; Lo, Yu-Sheng; Kristiani, Endah; Chan, Yu-Wei(2018). On construction of a virtual GPU cluster with InfiniBand and 10 Gb Ethernet virtualization. Journal of Supercomputing, Vol. 74, No. 12, p.p6876-6897 [SCI].
2018 Yang, Chao-Tung; Chen, Cai-Jin; Tsan, Yu-Tse; Liu, Po-Yu; Chan, Yu-Wei; Chan, Wei-Chen(2018). An implementation of real-time air quality and influenza-like illness data storage and processing platform. Computers in Human Behavior, Vol. 0, No. 0, p.p0-0 [SSCI].
2018 Liu, Po-Yu,Tsan, Yu-Tse,Chan, Yu-Wei,Chan, Wei-Chen,Shi, Zhi-Yuan,Yang, Chao-Tung,Lou, Ben-Shen(2018). Associations of PM2.5 and aspergillosis: ambient fine particulate air pollution and population-based big data linkage analyses. Journal of Ambient Intelligence and Humanized Computing, Vol. 0, No. 0, p.p0-0 [SCIE].
2018 Ke, Chih-Kun* , Wu, Mei-Yu, Chan, Yu-Wei, Lu, Ke-Cheng(2018). Developing a BLE Beacon-Based Location System Using Location Fingerprint Positioning for Smart Home Power Management. Energies, Vol. 11, No. 12, p.p0-0 [SCIE].
2017 Min-Kuan Chang, Yu-Wei Chan , Hsiao-Ping Tsai, Ting-Chen Chen, Min-Han Chuang(2017). Node connectivity analysis in cloud-assisted IoT environments. The Journal of Supercomputing, Vol. 73, No. 7, p.p2966-2986 [SCI].
2017 Yang, Chao-Tung; Chan, Yu-Wei; Liu, Jung-Chun; Lou, Ben-Shen(2017). An implementation of cloud-based platform with R packages for spatiotemporal analysis of air pollution. The Journal of Supercomputing, Vol. 0, No. 0, p.p1-22 [SCI].
2015 Jason C. Hung, Neil Y. Yen, Hwa-Young Jeong, Yu-Wei Chan(2015). Adaptive mechanism for schedule arrangement and optimization in socially-empowered professional sports games. Multimedia Tools and Applications, Vol. 74, No. 14, p.p5085-5108 [SCI].
2014 Feng-Tsun Chien, Kuo-Guan Wu, Yu-Wei Chan, Min-Kuan Chang, Yi-Sheng Su(2014). An Effective Routing Protocol with Guaranteed Route Preference for Mobile Ad Hoc Networks. International Journal of Distributed Sensor Networks, Vol. 2014, No. 0, p.p1-18 [SCI].
2014 Ssu-Hsuan Lu, Yu-Wei Chan(2014). An Efficient Bus Arrival Prediction System Using P2P Overlay Network. Journal of Applied Mathematics, Vol. 2014, No. 0, p.p1-7 [其它].
2013 Yu-Wei Chan, Feng-Tsun Chien, Ronald Y. Chang, Min-Kuan Chang, Yeh-Ching Chung(2013). Spectrum sharing in multi-channel cooperative cognitive radio networks: A coalitional game approach. ACM/Springer Wireless Networks, Vol. 19, No. 7, p.p1553-1562 [SCI].
2013 Yu-Wei Chan, Feng-Tsun Chien, James J. Park, Jason C. Hung, Neil Y. Yen(2013). Coalitional power control and time allocation for multiuser cognitive networks. Journal of Sensor Letters, Vol. 11, No. 9, p.p1741-1749 [SCI].
2010 Yu-Wei Chan, Tsung-Hsuan Ho, Po-Chi Shih, Yeh-Ching Chung(2010). Malugo: A peer-to-peer storage system. International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC), Vol. 5, No. 4, p.p209-218 [SCIE].
2010 Yu-Wei Chan, Chih-Han Lai, Yeh-Ching Chung(2010). A flexible locality-aware peer-to-peer streaming system. International Journal of Pervasive Computing and Communications, Vol. 6, No. 1, p.p104-124 [其它].
年度 參考文獻格式
2021 楊朝棟, 吳柏佑, 黃詣閔, 詹毓偉(20211210~20211212),以聯邦式學習技術實作分散式影像辨識App,2021臺灣網際網路研討會TANET暨NCS全國計算機會議。
2021 秦楠, 詹毓哲, 詹惟臣, 郭佳堃, 詹毓偉(20211210~20211212),職業健康管理服務媒合系統的設計與實作,2021臺灣網際網路研討會TANET暨NCS全國計算機會議。
2020 Chan, Yu-Wei Chan, Huang, Tzu-Hsuan, Tsan, Yu-Tse, Chan, Wei-Chen, Chang, Chih-Hung, Tsai, Yin-Te(20201203~20201205), The Risk Classification of Ergonomic Musculoskeletal Disorders in Work-related Repetitive Manual Handling Operations with Deep Learning Approaches, Proc. of the 2020 International Conference on Pervasive Artificial Intelligence (ICPAI)(p.p268~271).
2019 詹毓偉(20191114~20191115),應用卷積雙向長短期記憶網路於刀具磨耗預測,全國計算機會議(NCS 2019)。
2016 Chan, Yu-Wei; Ho, Wei-Chun; Chang, Min-Kuan; Yang, Guu-Chang(20160814~20160815), Coalitional Graph Game Formulation for Forwarding Node Selection in Wireless Multihop Networks, Proc. of the Tokyo International Conference on Engineering and Applied Sciences (EAS 2016).
2015 Feng-Tsun Chien, Ronald Y. Chang, Yu-Wei Chan(20150906~20150909), Spectrum Trading in Cognitive Radio Networks Using Multistage Bayesian Game, 2015 IEEE 82nd Vehicular Technology Conference (VTC Fall)(p.p1~5).
2015 Ting-Chen Chen, Min-Kuan Chang, Feng-Tsun Chien, Yu-Wei Chan(20150329~20150331), Two-Layered Hierarchical Spectrum Sharing in Cooperative Cognitive Radio Networks: A Stable Matching with Peer Effects Approach, The 3rd International Conference on Industrial Application Engineering 2015(p.p195~200).
2014 Min-Kuan Chang, Shi-Yong Lee, Yu-Wei Chan, Yang G. C.(20140426~20140428), Theoretical limitation of performance of decode-and-forward multinode cooperative communication systems with adaptive modulation scheme, 2014 IEEE International Conference on Information Science, Electronics and Electrical Engineering (ISEEE)(p.p982~986).
2014 Min-Kuan Chang, Feng-Tsun Chien, Yu-Wei Chan, Min-Han Chuang(20140528~20140531), Analysis on the Conectivity in Wireles Ad Hoc Networks, The 9th FTRA International Conference on Future Information Technology (FutureTech 2014)(p.p53~58).
2013 Shen-Lun Lin, Yu-Wei Chan, Min-Kuan Chang, Feng-Tsun Chien(20130619~20130621), Coalitional Game Formulation for Two-Way Relay Cooperative Networks, The 8th IEEE Conference on Industrial Electronics and Applications (ICIEA 2013)(p.p1172~1177).
2011 Y.-W. Chan, R. Y. Chang, F.-T. Chien, M.-K. Chang, Y.-C. Chung(20111205~20111209), Coalitional Game Formulation for Multi-Channel Cooperative Cognitive Radio Networks, The IEEE GLOBECOM ’11(p.p975~980).
年度 計畫名稱 主持人 計畫期間 共同主持人
2022 【榮靜】以邊緣智慧技術達成高品質急救教學即時回饋 詹毓偉 2022-2022
2022 基於聯合遷移學習方法之智慧健康照護邊緣智慧框架之研究 詹毓偉 2021-2022
學期別 班級 科目代碼 科目名稱 修別 學分數
1111 資管碩一 08483 雲端運算應用與開發 選修 3
1111 資管四A 07788 雲端技術與應用 選修 3
學校名稱 論文名稱 學位
國立清華大學 資訊工程研究所 博士 Resource sharing strategies for wide-area distributed systems using locality-aware and game theoretic approaches 博士論文