陸敬互Ching-Hu Lu教授Professor
實驗室Laboratory
物聯網智慧生活實驗室 IoT-enabled Smart Living Lab.
Location : EE-B02
Phone : 02-2733-3141 ext. 7717
學術背景與專業概覽Academic & Professional Overview
- 博士：國立台灣大學資訊工程研究所
- 元智大學 資訊傳播學系, 助理教授。
- 元智大學 大數據與數位匯流創新中心, 物聯網計畫共同主持人
- Intel-NTU Connected Context Computer Center, M2M節能計畫共同主持人
- 台大智慧生活科技整合與創新研究中心, 博士後研究
- 個人榮譽事項與學術服務：
- 07/2021：臺灣科技大學 109學年度教學優良獎。
- 12/2020: 榮獲The 2020 (25th) International Conference on Technologies and Applications of Artificial Intelligence (TAAI 2020) 的 Best Paper Award (2nd Place)。
- 12/2020: 榮獲TAAI 2020研討會Thesis Award的Best Poster。
- 06/2020: 榮獲台科大108學年度優良輔導老師。
- 05/2020: 榮獲教育部5G寬頻計畫-深度學習課程模組之『最優成果影片獎』。
- 12/2019：榮獲The 2019 (24th) International Conference on Technologies and Applications of Artificial Intelligence的 Excellent Paper Award。
- 11/2019：2018 年度計畫獲得科技部控制學門之成果簡報優良獎。
- 06/2019： 榮獲「DLT2019 數位生活科技研討會」之『最佳論文獎』。
- 02/2019：107 學年度 最佳專題競賽第四名。
- 05/2019：trackchair of IEEE ICCE-TW 2019 (The International Conference on Consumer Electronics-Taiwan)。
- 08/2019：program committee of TAAI (The 2019 Conference on Technologies and Applications of Artificial Intelligence), Taiwan。
- 12/2018： 所指導學生獲得臺灣科技大學 最佳專題獎。
- 05/2018：IEEE International Conference on Applied System Innovation (IEEE ICASI 2018) Best paper award。
- 12/2017： 臺灣科技大學 教學傑出獎。
- 12/2017：2017 TAAI研討會最佳論文獎 (domestic track)。
- 12/2017： 晉升IEEE senior member
- 11/2017：International Automatic Control Conference擔任Local Arrangements Chair。
- 11/2017：International Conference on Fuzzy Theory and Its Applications擔任Local Arrangements Chair。
- 09/2017：IINTEC 17 （2017 International Conference on Internet of Things, Embedded Systems and Communications）擔任TPC member。
- 08/2017：Program Committee of TAAI 2017。
- 08/2017： 第十三屆無線、隨意及感測網路研討會(WASN & MC) 研討會擔任Local Chair與科技部海報評審。
- 05/2017：session chair of IEEE ICASI 2017, Japan。
- 05/2017：trackchair of IEEE ICCE-TW 2017, Taiwan。
- 08/2016：program committee of TAAI 2016,Taiwan。
- 08/2015：program committee of TAAI 2015,Taiwan。
- 03/2015：TPC and the trackchair of IEEE ICCE-Taiwan 2015。
- 08/2014：domestic program committee of TAAI 2014,Taiwan。
- 03/2014：TPC and the trackchair of IEEE ICCE-Taiwan 2014。
- 實驗室榮譽事項：
- 06/2021： 指導學生獲得斐陶斐榮譽會員的資格。
- 03/2021：指導學生獲得台科大電資學院之傑出青年。
- 02/2021： 指導學生獲得109學年度 最佳專題競賽佳作。
- 01/2020: 指導學生獲得台科大電資學院之傑出青年。
- 09/2019： 指導學生參加「AIoT Developer InnorWorks 研華物聯網開發者競賽」，榮獲台灣區決賽『Sliver Award』銀質獎。
- 05/2018： 指導學生通過大專學生研究計畫。
- 05/2018： 指導學生獲得第十八屆旺宏金矽獎應用組優勝獎。
- 01/2018： 指導專題生榮獲106 學年度電機工程系實務專題成果展示暨最佳專題競賽-第一名。
- 12/2017: 指導學生獲得「2017全國工業4.0專題機聯網競賽」第二名。
- 11/2017: 指導學生獲得科技部「科技大擂台 與AI對話」比賽第二名。
- 06/2017: 所指導學生獲得2017 ACM KDD Cup（ACM大數據分析的全球競賽）第二賽季的全球第四名（共3582隊）。
- 05/2016: 指導學生獲得「2016全國開放式硬體與物聯網應用創意競賽(Open hardware and IoT Innovation)」大專組第一名。
- 12/2016: 指導學生獲得第一屆北區兩校機械(電)工程學系專題製作競賽 第二名。
- Ph.D.: Computer Science and Information Engineering, National Taiwan University
- Master: Graduate Institute of Electrical Engineering, National Taiwan University of Science and Technology
- Bachelor: Department of Electrical Engineering, National Taiwan University of Science and Technology
- Details : http://140.118.107.57/profile.php?tid=6988
- *My Publication List : https://drive.google.com/file/d/1Vjr6f8oHihXDJJb77mJ7YYiXW2wiJ2aB/view?usp=sharing
- Update Date : 2022/6/07
- 微算機概論（大二必修）
- 微算機概論實習
- 微算機應用（大二選修）
- 微算機應用實習
- 物聯網系統應用與設計實務（研究所或大四）
- Introduction to Microcomputer
- Microcomputer Lab.
- Microcomputer Applications
- Microcomputer Applications Lab.
- IoT-enabled sys
- 物聯網技術與智慧生活應用 (Artificial Internet-of-Things or AIoT for smart living)
- 基於電腦視覺之邊緣智慧 (Computer-vision-based Edge Intelligence/Computing)
- 智慧人機互動(結合人工智慧、機器學習與互動、遊戲多媒體之跨領域研究 AI, machine learning, or game-driven smart system)
- 智慧空間與情境感知(context-aware)應用（含大數據即時分析 data analytics）
- 物聯網互動裝置之製作與應用（人機互動, HCI）
- 區塊鍊(blockchain)之物聯網之技術整合與應用
- Artificial Internet-of-Things AIoT (AIoT incorporating Internet of Things, AI, Machine Learning, Cloud Computing, and Mobile Computing related technologies)
- Computer-vision-based Edge Intelligence
- AIoT-enabled Intelligent-Space System and Integration
- Intelligent and Playful Human System Interaction via Interdisciplinary Research (including Machine Learning and Artificial Intelligence)
- Blockchain-enabled AIoT
代表著作Publications
C.-H. Lu, C.-L. Wu, M.-Y. Weng, W.-C. Chen, and L.-C. Fu*, "Context-Aware Energy Saving System with Multiple Comfort-Constrained Optimization in M2M-based Home Environment," IEEE Transactions on Automation Science and Engineering, 2014 (Revised)
Y.-T. Chiang and C.-H. Lu*, "A Feature-based Knowledge Transfer Framework for Activity Recognition in Smart Home Environments," IEEE Transactions on Human-Machine Systems (retitled from IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews since 2013), 2014 (Submitted)
C.-H. Lu* and Y.-T. Chiang, "Interaction-enabled Multi-user Model Learning for a Home Environment using Ambient Sensors " International Journal of Intelligent Systems, vol. 29, pp. 1015-1046, Sep. 2014
I.-S. Hwang, A. Nikoukar, K.-C. Chen, A. T. Liem, and C.-H. Lu, "QoS Enhancement on Live IPTV Using An Extended Real Time Streaming Protocol in Ethernet Passive Optical Network," Journal of Optical Communications and Networking (JOCN), vol. 6, pp. 695-704, Aug, 2014 2014
C.-H. Lu, C.-L. Wu, T.-H. Yang, H.-W. Yeh, M.-Y. Weng, L.-C. Fu*, and T.-Y. Tai, "Energy-Responsive Aggregate Context for Energy Saving in a Multi-Resident Environment," IEEE Transactions on Automation Science and Engineering (IEEE T-ASE), vol. 11, pp. 715-729, Dec. 2013
C.-H. Lu, Y.-C. Ho, I.-H. Chen, and L.-C. Fu*, "Hybrid User-Assisted Incremental Model Adaptation for Activity Recognition in a Dynamic Smart-Home Environment," IEEE Transactions on Human-Machine Systems (retitled from IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews since 2013), vol. 43, pp. 421-436, Sep. 2013
Z.-H. Chen, C.-H. Lu, C.-Y. Chou, L.-C. Chen, C.-W. Chiang, and C.-F. Wan, "My-Investment: Using Digital Games to Help Children Learn Financial Management," Research and Practice in Technology Enhanced Learning, vol. 8, pp. 277-290, July 2013
Y.-L. Chiao, C.-H. Lu*, and P.-L. Liu, "First come, first served: Enhancing the convenience store service experience," International Journal of Automation and Smart Technology (AUSMT), vol. 2, pp. 241-252, 01/09/2012 2012
C.-H. Lu, C.-L. Wu, and L.-C. Fu*, "A Reciprocal and Extensible Architecture for Multiple-Target Tracking in a Smart Home," IEEE Transactions on Human-Machine Systems (renamed from IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews since 2013), vol. 41, pp. 120-129, Jan. 2011
C.-H. Lu and L.-C. Fu, "Robust Location-Aware Activity Recognition Using Wireless Sensor Network in an Attentive Home," IEEE Transactions on Automation Science and Engineering (IEEE T-ASE), vol. 6, pp. 598-609, Oct. 2009
C.-H. Lu, C.-F. Liao, C.-L. Wu, and L.-C. Fu*, "Real-Time Fine-Grained Multiple-Target Tracking on an Extensible Virtual Fab Architecture Using Multi-Agent," International Journal of Electronic Business Management, vol. 5, 2007.
Z.-C. Hunag, C.-H. Lu, and W.-X. Zhou, "Navigation Design by Embedding Sitemap Characteristics into Breadcrumbs (將網站地圖特性嵌入麵包屑之導覽設計)," Journal of Information Communication (資訊傳播研究), vol. 4, pp. 25-44, Oct. 2013
C.-H. Lu, K.-H. Tseng, and C.-H. Hsieh, "The Influence of Virtual Experience on the Relationship Quality and Customer Loyalty toward Independent Music Social Networks: A Case Study of MySpace (獨立音樂平台使用者虛擬經驗對關係品質與顧客忠誠度之影響： 以MySpace為例)," Journal of Information Communication (資訊傳播研究), vol. 4, pp. 109-129, Oct. 2013
L.-C. Fu, C.-H. Lu, and C.-L. Wu, "M-CHESS: 植基於M2M架構且情境感知的居家智慧節能系統," 電機月刊 pp. 70-79, 2013/03 2013
L.-C. Fu, C.-L. Wu, C.-H. Lu, C.-F. Liao, Y.-C. Ho, and Y.-C. Liu, "Attentive Home," Chinese Institute of Automation Engineers, vol. 20, pp. 18-35, 2009
C.-F. Liao, C.-H. Lu, and L.-C. Fu, 智慧生活家科技 (第六章：多媒體娛樂、數位通訊與智慧客廳): 北：臺灣大學智慧生活科技整合與創新研究中心（INSIGHT）, 12/2012.
C.-L. Wu, W.-C. Chen, I.-S. Tseng, L.-C. Fu, and C.-H. Lu, "Anticipatory Reasoning for a Proactive Context-aware Energy Saving System," in 2014 IEEE International Conference on Internet of Things (iThings 2014), Taipei, Taiwan, 2014.
C.-H. Lu and Y.-T. Chiang, "An Instantiation of the Multiple-transfer Framework to Reduce Efforts in Context Model Learning for New Users in Smart Homes," in The Tenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing In Conjunction with CARE 2014 Kitakyushu, Japan 2014, pp. 118-121.
C.-H. Lu and Y.-T. Chiang, "A Multiple-transfer Framework for Learning Context Models for Dynamic Smart-Home Environments," in IEEE International Conference on Consumer Electronics (IEEE ICCE-TW 2014), Taipei, TAIWAN, 2014, pp. 219-220.
C.-H. Lu and F. Li-Chen, "Improving Performance of Activity Recognition via Reciprocal Model Cooperation on an ADL Infrastructure," in The 10th World Conference of Gerontechnology (ISG 2014), Taipei, TAIWAN, 2014, p. 257.
Y.-Z. Hsieh, M.-C. Su, C.-T. Wu, C.-H. Chou, and C.-H. Lu, "To Develop the Virtual Physics Laboratory by Integrating Kinect with Gesture Classification Algorithm," in The 9th International Conference on SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS, Kyoto, Japan, 2013, pp. 1017-1019.
C.-H. Lu, H.-L. Hsieh, K.-H. Tseng, C.-H. Yin, and S.-S. Huang, "Facilitating Spontaneous Energy Saving in a Smart Home using Interruptibility-aware Reminders with Ecological and Abstract Information Visualization," in 11th International Conference on Smart Homes and Health Telematics (ICOST 2013), Singapore, 2013, pp. 151-158.
C.-H. Lu and L.-C. Fu, "Enhancement of Human-Preference Assisted Activity Recognition Using a Cooperative ADL Infrastructure," in The 9th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2012), Fukuoka, Japan, 2012, pp. 1009 - 1014
M.-Y. Weng, C.-L. Wu, C.-H. Lu, H.-W. Yeh, and L.-C. Fu, "Context-aware Home Energy Saving based on Energy-Prone Context," in IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2012), Vilamoura, Algarve [Portugal], 2012, pp. 5233 - 5238.
H.-W. Yeh, C.-H. Lu, Y.-C. Huang, T.-H. Yang, and L.-C. Fu, "Cloud-Enabled Adaptive Activity-Aware Energy-Saving System in a Dynamic Environment," in International Conference on Cloud and Green Computing (CGC 2011), Australia, 2011, pp. 690-696.
Y.-C. Yen, C.-H. Lu, Y.-C. Cheng, J.-S. Chen, and L.-C. Fu, "Towards an Evidence-Based and Context-Aware Elderly Caring System Using Persuasive Engagement," in 14th International Conference on Human-Computer Interaction (HCII 2011), Orlando, 2011, pp. 240-249.
Y.-C. Yen, J.-Y. Li, C.-H. Lu, T.-H. Yang, and L.-C. Fu, "Human-Centric Situational Awareness in the Bedroom," in 9th International Conference on Smart Homes and Health Telematics (ICOST 2011), Canada, 2011, pp. 72-79.
C.-H. Lu, Y.-L. Chiao, Y.-S. Deng, and P.-L. Liu, "A Sense of Connection: Towards a Personal Wellness Management Ready Society," in 2011 International Joint Conference on Service Sciences (IJCSS 2011), Taipei, 2011, pp. 1-5.
Y.-C. Huang, Y.-C. Ho, C.-H. Lu, and L.-C. Fu, "A Cloud-based Accessible Architecture for Large-scale ADL Analysis," in The 4th International Conference on Cloud Computing (IEEE CLOUD 2011), Washing, D.C., 2011, pp. 646-651.
Y.-L. Chiao, C.-H. Lu, H.-W. Yeh, Y.-Y. Chou, and P.-L. Liu, "Can I help you?: Enhancing the Convenience Store Service Experience in Taiwan," in the 14th International Conference on Human-Computer Interaction (HCII 2011), Orlando, 2011, pp. 361-368.
Y.-L. Chiao, C.-H. Lu, Y.-Y. Chou, and P.-L. Liu, "I Can't Wait!: Towards a Human-centric and Smarter Convenience Store Service Experience," in 2011 International Conference on Social Science and Humanity, Singapore, 2011, pp. 84-91.
Y.-C. Huang, C.-H. Lu, T.-H. Yang, and L.-C. Fu, "Context-Aware Personal Diet Suggestion System," in 8th International Conference on Smart Homes and Health Telematics (ICOST 2010), Seoul, Korea, 2010, pp. 76-84.
K.-C. Hsu, Y.-T. Chiang, C.-H. Lu, Y.-J. Hsu, and L.-C. Fu, "Interaction Models for Multiple-Resident Activity Recognition in a Smart Home," in IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2010), Taipei, Taiwan, 2010, pp. 3753-3758.
K.-C. Hsu, Y.-T. Chiang, G.-Y. Lin, C.-H. Lu, Y.-J. Hsu, and L.-C. Fu, "Strategies on Training Conditional Random Fields for Multiple Resident Activity Recognition in a Smart Home," in the Twenty Third International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE 2010), Cordoba (Spain), 2010, pp. 417-426.
C.-H. Lu and L.-C. Fu, "A Human-Centric and Cooperative Architecture for Multiple Target Tracking in a Smart Home," in The 4th International Conference on Pervasive Computing and Applications (ICPCA2009), Taipei, 2009, pp. 407-412.
Y.-C. Ho, C.-H. Lu, I.-H. Chen, S.-S. Huang, C.-Y. Wang, and L.-C. Fu, "Active-learning Assisted Self-reconfigurable Activity Recognition in a Dynamic Environment," in IEEE International Conference on Robotics and Automation, 2009. ICRA '09. , Kobe, Japan, 2009, pp. 813-818.
Y. Feng, L.-C. Fu, C.-Y. Huang, C.-H. Lu, and Y.-C. Ho, "A Perspective on Fulfilling Technological Needs of Residents," in Symposium of Globalization, Urban and Housing Research, Hwalean, Taiwan, 2009.
Y.-H. Chen, C.-H. Lu, K.-C. Hsu, L.-C. Fu, Y.-J. Yeh, and L.-C. Kuo, "Preference Model Assisted Activity Recognition Learning in a Smart Home Environment," in 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2009), St. Louis, USA, 2009, pp. 4657-4662.
C.-H. Lu, Y.-C. Lin, and L.-C. Fu, "Hide and Not Easy to Seek: A Hybrid Weaving Strategy for Context-Aware Service Provision in a Smart Home," in IEEE Asia-Pacific Services Computing Conference (APSCC), 2008, pp. 595-600.
C.-H. Lu, Y.-C. Ho, and L.-C. Fu, "Creating Robust Activity Maps Using Wireless Sensor Network in a Smart Home," in IEEE International Conference on Automation Science and Engineering, 2007. CASE 2007., Arizona, USA, 2007, pp. 741-746.
H.-W. Huang, C.-H. Lu, and L.-C. Fu, "Lot Dispatching and Scheduling Integrating OHT Traffic Information in the 300mm Wafer Fab," in IEEE International Conference on Automation Science and Engineering (CASE 2007) 2007, pp. 495-500.
C.-R. Yu, C.-L. Wu, C.-H. Lu, and L.-C. Fu, "Human Localization via Multi-Cameras and Floor Sensors in Smart Home," in IEEE International Conference on Systems, Man and Cybernetics, 2006 (SMC '06) 2006, pp. 3822-3827.
C.-H. Lu, W.-H. Liao, C.-L. Wu, and L.-C. Fu, "Power-Efficient Extensible Architecture for RFID-Assisted Multiple Target Tracking," in IEEE International Conference on Systems, Man and Cybernetics, 2006 (SMC '06) 2006, pp. 1068-1073.
S.-L. Chung and C.-H. Lu, "Client/Server-based Concurrent Generic Equipment Emulator," in International IEEE/IAS Conference on Industrial Automation and Control: Emerging Technologies, 1995, pp. 593-597.
范姜松成, 王挺宇, 林廷祐, 陸敬互, and 黃依賢, "基於雲端服務組合之重構式代理人在智慧家庭之應用," in 2014 Conference on Technologies and Applications of Artificial Intelligence (第十九屆人工智慧與應用學術研討會論文集), Taipei, 2014 (Domestic Track).
C.-H. Lu, K.-H. Tseng, T.-Y. Lin, and L.-C. Chen, "The Bulb: A Playful Context-Aware Eco-Feedback System to Facilitate Spontaneous Energy Saving," in 2014 IEEE International Conference on Computer Vision, Graphics and Image Processing (CVGIP 2014), Kending, Taiwan, 2014, p. TBD.
金琬瑜, 周文修, 李其瑋, and 陸敬互, "模組化與階層化之迷宮場景設計方法 " in 2014多媒體與創新設計研討會, Tainan, 2014.
C.-H. Lu, C.-F. Liao, C.-L. Wu, and L.-C. Fu, "Real-Time Fine-Grained Multiple-Target Tracking on a Virtual Fab Architecture Using Multi-Agents," in The 10th Conference on Artificial Intelligence and Applications, Kaohsiung, Taiwan, 2005 (Domestic Conference).
K.-C. Hsu, C.-H. Lu, and L.-C. Fu, "Activity Recognition Modeling in an Unreliable Wireless Sensor Network," in the Fifth Workshop on Wireless Ad Hoc and Sensor Network (WASN), HsinChu, Taiwan (Domestic Conference), 2009 (Domestic Conference).
X.-L. Xie and C.-H. Lu, "The study of habitual behavior of students' energy usage and the feasibility of ICT-enhanced energy-saving solutions at a college dormitory (大學住宿生用電習性與相關資通訊科技引入之可行性研究)," in 第七屆智慧生活科技研討會(ILT 2012), Taichung, 2012 (Domestic Conference), pp. 1708-1716.
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