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國立臺北科技大學 學術資源網

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劉傳銘教授CHUAN-MING LIU

現職:
臺北科大/資訊工程系
聯絡方式:
分機:4251
網站連結:
  • Ph.D., 2002, Computer Science, Purdue University, West Lafayette, IN, USA
  • M.S., 1994, Applied Mathematics, National Chung Hsing University, TAIWAN
  • B.S., 1992, Applied Mathematics, National Chung Hsing University, TAIWAN
  • Professor, CSIE, National Taipei University of Technology (Taipei Tech), TAIWAN (August 2016 - present)
  • Director, International Graduate Program of Electrical Engineering and Computer Science, Taipei Tech (2017/8–2018/7)
  • Chair, Dept. of Computer Science and Information Engineering, Taipei Tech (2013/8 – 2017/7)
  • Data Science
  • Data Management in Emerging Computing Environments
  • Query Processing
  • Spatial Data
  • Data Streams
  • Ad-Hoc and Sensor Networks
  • Location Based Services

期刊論文

  • "Mapping Technological Trajectories of the Edge Computing: A Citation Graph Analysis", IEEE Internet of Things Journal, (Early Access)https:, 2024/01, SCI
  • "Gated Convolution and Stacked Self-Attention Encoder–Decoder-Based Model for Offline Handwritten Ethiopic Text Recognition", Information, 14, 12, 654-660, 2023/12, SCI
  • "Advanced Robotic System with Keypoint Extraction and YOLOv5 Object Detection Algorithm for Precise Livestock Monitoring", Fishes, 8, 10, 524-530, 2023/10, SCI
  • "Distributed Indexing Schemes for K-Dominant Skyline Analytics on Uncertain Edge-IoT Data", IEEE Transactions on Emerging Topics in Computing, (preprint) https://d, 2023/10, SCI
  • "Trade Ease with Machine Learning and AWS", IEEE Access, 11, 25893-25905, 2023/03, SCI
  • "Channel–Spatial Segmentation Network for Classifying Leaf Diseases", Agriculture, 12, 11, 20, 2022/11, SCI
  • "Deep Mobile Linguistic Therapy for Patients with ASD", International Journal of Environmental Research and Public Health, 19, 19, 17, 2022/10, SSCI
  • "Deep Neural Network Framework Based on Word Embedding for Protein Glutarylation Sites Prediction", Life, 12, 8, 2022/08, SCI
  • "A Convolutional Neural Network Bird’s Classification using North American Bird Images", International Journal of Health Sciences, 6, S2, 14, 2022/06, ELSE2
  • "Predicting Clinical Scores for Alzheimer’s Disease Based on Joint and Deep Learning", Expert Systems with Applications, 187, 115966, 11, 2022/01, SCI
  • "A Portable System Therapy for Patients with Motor Problems in Their Hands Post-Stroke", International Journal of Electrical Engineering, 28, 3, 71-75, 2022/01, ELSE2
  • "Frequent-Pattern-Based Broadcast Scheduling for Conflict Avoidance in Multichannel Data Dissemination Systems", Wireless Communications and Mobile Computing, 2021, 1863590, 19, 2021/12, SCI
  • "Context-aware item attraction model for session-based recommendation", Expert Systems With Applications, 176, 114834, 14, 2021/08, SCI
  • "Unconstrained Bilingual Scene Text Reading Using Octave as a Feature Extractor", Applied Sciences, 10, 13, 4474-4487, 2020/06, SCI
  • "Portfolio Optimization-Based Stock Prediction Using Long-Short Term Memory Network in Quantitative Trading", Applied Sciences, 10, 2, 437-456, 2020/01, SCI
  • "Distributed Continuous Range-Skyline Query Monitoring over the Internet of Mobile Things", IEEE Internet of Things Journal, 6, 4, 6652-6667, 2019/08, SCI
  • "Probabilistic Top-k Dominating Query Monitoring over Multiple Uncertain IoT Data Streams in Edge Computing Environments", IEEE Internet of Things Journal, 2019/06, SCI
  • "Using Localized Features for Analyzing College Students Imagination", Eurasia Journal of Mathematics, Science and Technology Education, 15, 4, em1700, 2019/02, SSCI
  • "Efficiently Extracting Frequent Patterns from Continuous Uncertain Data", Journal of the Chinese Institute of Engineers, 42, 3, 225-235, 2019/02, SCI
  • "A mobility-aware approach for distributed data update on unstructured mobile P2P networks", Journal of Parallel and Distributed Computing, 123, 168-179, 2019/01, SCI
  • "Mechanisms to Improve Clustering Uncertain Data with UKmeans", Data & Knowledge Engineering, 116, 61-79, 2018/07, SCI
  • "Smart Path Planning in Flooded Regions Based on Route APIs", Smart Science, 6, 1, 10-20, 2018/01, ELSE2
  • "A Heuristic Data Update Mechanism in Unstructured Mobile P2P Systems", Ad Hoc Networks, 58, 138-149, 2017/04, SCI&EI
  • "A Group-based Data-driven Approach for Data Synchronization in Unstructured Mobile P2P Systems", Wireless Networks, 1-18, 2017/03, SCI
  • "Enhanced Two-Factor Authentication and Key Agreement Using Dynamic Identities in Wireless Sensor Networks", Sensors, 15, 12, 2015/12, SCI
  • "A Mobile P2P Semantic Information Retrieval System with Effective Updates", KSII Transactions on Internet and Information Systems, 9, 5, 1807-1824, 2015/05, SCI
  • "A Constructive Algorithm for Unsupervised Learning with Incremental Neural Network", Journal of Applied Research and Technology, 13, 2, 188-196, 2015/04, SCI
  • "Data Broadcasting for Dependent Information Using Multiple Channels in Wireless Broadcast Environments", Journal of Parallel and Distributed Computing, 74, 9, 2795-2807, 2014/09, SCI
  • "An Image Retrieving Scheme Using Salient Features and Annotation Watermarking", KSII Transactions on Internet and Information Systems, 8, 1, 213-231, 2014/01, SCI
  • "Approaches for Data Synchronization on Mobile Peer-to-Peer Networks", Smart Innovation, Systems and Technologies, 21, 599-608, 2013/12, SCI
  • "Distributed Continuous k Nearest Neighbors Search over Moving Objects on Wireless Sensor Networks", International Journal of Distributed Sensor Networks, 2013/10, SCI
  • "Broadcasting On-demand Data with Time Constraints Using Multiple Channels in Wireless Broadcast Environments", Information Sciences, 242, 76-91, 2013/09, SCI
  • "Building Communication Software: a Project-based Approach for Teaching C++ Object-oriented Programming", International Journal of Innovative Computing, Information and Control, 9, 8, 1-10, 2013/08, SCI
  • "A Secure Smart-Card Based Authentication and Key Agreement Scheme for Telecare Medicine Information Systems", Journal of Medical Systems, 37, 3, 9933, 2013/03, SCI
  • "Geo-Store: A Framework for Supporting Semantics Enabled Location-Based Services with RDF Triple Stores", IEEE Internet Computing, 17, 2, 35-43, 2013/03, SCI
  • "An Annotation Watermarking Approach to Image Tagging for Relevant Information Retrieval", Applied Mechanics and Materials, 284-287, 3310-3314, 2013/01, EI
  • "An Intelligent Knowledge-Based and Customizable Home Care System Framework with Ubiquitous Patient Monitoring and Alerting Techniques", Sensors, 12, 8, 11154-11186, 2012/08, SCI
  • "A Vision-Based Driver Nighttime Assistance and Surveillance System Based on Intelligent Image Sensing Techniques and a Heterogamous Dual-Core Embedded System Architecture", Sensors, 12, 3, 2373-2399, 2012/02, SCI
  • "A Peer-to-peer Information Sharing System Based on Mobile Ad Hoc Networks", 臺北科技大學學報, 44, 2, 39-52, 2012/02, ELSE1
  • "Optimal Number of Clusters in Dense Wireless Sensor Networks: A Cross-layer Approach", IEEE Transactions on Vehicular Technology, 58, 2, 566-576, 2009/02, SCI
  • "Effective Protocols for kNN Search on Broadcast Multi-dimensional Index Trees", Information Systems, 33, 1, 18-35, 2008/03, SCI&EI
  • "Distributed Clustering Algorithms for Data-Gathering in Wireless Mobile Sensor Networks", Journal of Parallel and Distributed Computing, 67, 11, 1187-1200, 2007/12, SCI&EI
  • "Disseminating Dependent Data in Wireless Broadcast Environments", Journal of Distributed and Parallel Databases, 22, 1, 1-25, 2007/08, SCI&EI
  • "Broadcasting Indexed Multidimensional Data", Data and Knowledge Engineering, 60, 3, 511-529, 2007/03, SCI&EI
  • "Broadcasting and Querying Multi-dimensional Index Trees in a Multi-channel Environment", Information Systems, 31, 8, 870-886, 2006/10, SCI&EI
  • "Implementation of a Real-time Traffic Information Systems", Communications of Institute of Information and Computing Machinery, 8, 4, 177-186, 2005/12, ELSE1
  • "Data Replication in Static Tree Structures", Information Processing Letters, 86, 197-202, 2003/03, SCI

專書著作

  • Recent Developments in Artificial Intelligence and Communication Technologies, Bentham Science Publishers, 978-1-68108-968-3, 2022/10/19
  • Internet of Things Based Smart Healthcare – Intelligent and Secure Solutions Applying Machine Learning Techniques, Springer Singapore, 978-981-1914-07-2, 2022/08/08
  • Principles and Applications of Data Science, Mdpi AG, 978-303-6545-27-1, 2022/06/22
  • Society 5.0 and the Future of Emerging Computational Technologies (Demystifying Technologies for Computational Excellence), 1st Edition, CRC Press, 978-103-2026-03-9, 2022/06/08
  • Green Internet of Things and Machine Learning: Towards a Smart Sustainable World, Wiley-Scrivener, 978-1-119-79203-1, 2022/02/02
  • Advances in Communication, Devices and Networking: Proceedings of ICCDN 2020 (Lecture Notes in Electrical Engineering Book 776), Springer Singapore, 978-981-16-2911-2, 2021/08/29
  • Big Data Analytics and Intelligence: A Perspective for Health Care, Emerald Publishing Limited, 978-183-90-9100-1, 2020/09/30
  • Advances in Communication, Devices and Networking: Proceedings of ICCDN 2019, Springer Singapore, 978-981-15-4931-1, 2020/07/27
  • Bio-inspired Neurocomputing, Springer Singapore, ISBN 978-981-15-5494-0, 2020/07/21
  • 資料結構與演算法:使用JAVA, 全華科技圖書, 957-21-5711-4, 2007/07/15
  • 演算法設計, 全華科技, 957-21-5331-5, 2006/05/10

研討會論文

  • "Enhancing Power Efficiency Prediction in Small- Scale Data Centers using Attention- Based Deep Neural Networks", The 2023 IEEE 5th International Conference on Architecture, Construction, Environment and Hydraulics (IEEE ICACEH 2023), Taichung, 2023/12/01
  • "A Recommendation System Combining Skyline Query and Collaborative Filtering", The 2023 Taiwan Academic Network Conference (TANET 2023), Taipei, 2023/11/01
  • ". A Time Series Approach with XGBoost for the Carbon Footprint of Bitcoin", The 2023 Taiwan Academic Network Conference (TANET 2023), Taipei, 2023/11/01
  • "A Text-Based Approach for Social Media Geolocation Prediction on Twitter", The 2023 Taiwan Academic Network Conference (TANET 2023), Taipei, 2023/11/01
  • "Robustness Evaluation on Small Data using Transfer Learning with Recipes - Using Bird Data to Illustrate", The 2023 Taiwan Academic Network Conference (TANET 2023), Taipei, 2023/11/01
  • "Nearest Neighbor Query Processing on High Dimensional Data with Spatial Learned Indexes", The 2023 Taiwan Academic Network Conference (TANET 2023), Taipei, 2023/11/01
  • "Predicting Frequent Patterns on Uncertain Data Streams Using Supervised Learning Approaches", The 2023 Taiwan Academic Network Conference (TANET 2023), Taipei, 2023/11/01
  • "Top-k Dominance Query Processing with Spatial Learned Indices", The 2023 Taiwan Academic Network Conference (TANET 2023), Taipei, 2023/11/01
  • "A Learned Index based on SS-Trees", The 2023 National Computer Symposium (NCS 2023), Taipei, 2023/11/01
  • "Methods for Processing the Group Skyline Query over Uncertain Data Streams", The 2023 National Computer Symposium (NCS 2023), Taipei, 2023/11/01
  • "Methods for Processing the Skyline Query using Spatial Learned Indices", The 2023 National Computer Symposium (NCS 2023), Taipei, 2023/11/01
  • "Using E-voting System to Examine the Ethereum 2.0 Consensus Change on Smart Contract Performance", The 2023 National Computer Symposium (NCS 2023), Taipei, 2023/11/01
  • "Fraud Online Payment Detection Based on Machine Learning with Balancing Data Technique", The 2023 IET International Conference on Engineering Technologies and Applications (IET ICETA 2023), Yunlin, 2023/10/21
  • "Smart Glasses Application Based on Face and Facial Expression Recognition for Children with Neurodevelopmental Disorders", The International Conference of Innovative Technologies and Learning (ICITL 2023), Porto, 2023/08/28
  • "Skyline Query Process over Uncertain Data Streams in Edge Computing", The 18h Workshop on Wireless, Ad-Hoc and Sensor Networks, (WASN 2023), Keelung, 2023/08/28
  • "Incremental Skyline Query Process for Uncertain Spatial Data Indexed by a Grid", the 27h Mobile Computing Workshop (MC 2023), Keelung, 2023/08/28
  • "Efficient Computer Vision Inference using Modular Neural Network Techniques", The 19th IEEE VTS Asia Pacific Wireless Communication Symposium (APWCS 2023), Tainan, 2023/08/23
  • "Patients' Health Analysis using Machine Learning", The 2023 International Conference on Emerging Smart Computing and Informatics (ESCI), Pune, 2023/03/01
  • "Water Assessment Using Geospatial and Data Science Tools", The 2023 International Conference on Emerging Smart Computing and Informatics (ESCI), Pune, 2023/03/01
  • "Reverse Skyline Query Processing on Uncertain Data Streams", The 2022 Taiwan Academic Network Conference (TANET 2022), Taoyuan City, Taiwan, 2022/12/15
  • "Predicting Pedestrian’s Trajectory Patterns using over Uncertain Data", The 17th Workshop on Wireless, Ad-Hoc and Sensor Networks, (WASN 2022), Taichung, Taiwan, 2022/08/26
  • "Trajectory Similarity Measurement on Road Networks using Representation Learning", The 26th Mobile Computing Workshop (MC 2022), Taichung, Taiwan, 2022/08/26
  • "A Study on Spatial Query Processing using Learned Indices", The 26th Mobile Computing Workshop (MC 2022), Taichung, Taiwan, 2022/08/26
  • "Effective Pruning Scheme for Top-k Dominating Query Processing on Uncertain Data Streams", The 18th IEEE VTS Asia Pacific Wireless Communication Symposium (APWCS 2022), Seoul, Korea, 2022/08/24
  • "Implementation of Resilience Edge Computing Service", The 18th Taiwan Conference on Software Engineering (TCSE 2022), Taipei, Taiwan, 2022/06/24
  • "A Convolutional Neural Network Bird’s Classification using North American Bird Images", The International Conference on Engineering & Technology, 台中, 2022/03/15
  • "Prediction on the Death Rate", the International Conference on Materials, Machines & Information Technology - 2022 (ICMMIT-2022), Ranchi, Jharkhand, 2022/01/24
  • "Collision Avoidance in Crowded Zone using Adversarial Reinforcement Learning", The 2021 International Conference on Security and Information Technologies with AI, Internet Computing and Big-data Applications (SITAIBA’21), 台中, 2021/11/18
  • "Real time Person Re–Identification using Deep Association Metric with Multiple Inputs", The 30th Wireless and Optical Communications Conference (WOCC 2021), Taipei, 2021/10/07
  • "Adaptive Blocksize for IoT Payload Data on Fabric Blockchain", The 30th Wireless and Optical Communications Conference (WOCC 2021), Taipei, 2021/10/07
  • "Highly Efficient Indexing Scheme for k-Dominant Skyline Processing over Uncertain Data Streams", The 30th Wireless and Optical Communications Conference (WOCC 2021), Taipei, 2021/10/07
  • "Interpretation of Product Quality by Rule based and Machine Learning Approaches using Opinion Mining", The 25th Mobile Computing Workshop (MC 2021), 台中, 2021/08/23
  • "Data Storage System using Hierarchical Blockchains in Industrial-IoT", The 16th Workshop on Wireless, Ad-Hoc and Sensor Networks, (WASN 2021), 台中, 2021/08/23
  • "Highly Efficient Maintenance of k-Dominant Skyline on Uncertain Data Streams", The 25th Mobile Computing Workshop (MC 2021), 台中, 2021/08/23
  • "A study on Learned Index for Spatial Data", The 25th Mobile Computing Workshop (MC 2021), 台中, 2021/08/23
  • "Exploring the Processes for Top-k Dominating Query over Incomplete Data Streams", The 25th Mobile Computing Workshop (MC 2021), 台中, 2021/08/23
  • "Exploring Optimization on the Classifiers for Predicting Stroke with Data Interpolation and Pre-classification", The 25th Mobile Computing Workshop (MC 2021), 台中, 2021/08/23
  • "Detecting the Outliers on Trajectories using Autoencoder with Dynamic threshold", The 25th Mobile Computing Workshop (MC 2021), 台中, 2021/08/23
  • "Priority-Based Skyline Query Processing for Incomplete Data", The 25th International Database Engineering & Applications Symposium (IDEAS 2021), Montreal, 2021/07/14
  • "Probabilistic Skyline Query Processing over Uncertain Data Streams in Edge Computing Environments", 2020 IEEE Global Communications Conference (GLOBECOM 2020), Taipei, 2020/12/07
  • "Intention Modeling from Ordered and Unordered Facets for Sequential Recommendation", The Web Conference 2020, Taipei, 2020/04/20
  • "Efficiently Predicting Frequent Patterns over Uncertain Data Streams", The 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019), Coimbra, 2019/11/04
  • "Probabilistic Top-k Dominating Query Processing on Multiple Data Streams in Edge Computing Environments", The 15th Workshop on Wireless, Ad-Hoc and Sensor Networks, (WASN 2019), 台南, 2019/08/26
  • "PSSU: A Probabilistic Skyline Query Processing Algorithm for Edge Computing", The 24nd Mobile Computing Workshop (MC 2019), 台南, 2019/08/26
  • "Comparison of differences in cloud data storage systems based on different storage technologies of Kubernetes", The 24nd Mobile Computing Workshop (MC 2019), 台南, 2019/08/26
  • "Probabilistic Reverse Nearest Neighbors Query Processing in Edge Computing Environments", The 24nd Mobile Computing Workshop (MC 2019), 台南, 2019/08/26
  • "Ethiopic Natural Scene Text Recognition Using Deep Learning Approaches", The 7th EAI International Conference on Advancements of Science and Technology (ICAST 2019), Bahir Dar, 2019/08/02
  • "An Efficient Date-constraint Hierarchical Key Management Scheme with Fast Key Validation Checking for Mobile Agents in E-Medicine System", The third International Conference on Medical and Health Informatics 2019 (ICMHI 2019), 廈門, 2019/05/17
  • "rediction and Portfolio Optimization in Quantitative Trading Using Machine Learning Techniques", The 9th International Symposium on Information and Communication Technology (SoICT 2018), 蜆港, 2018/12/06
  • "不確定資料流上雙色反向最近相鄰者查詢", 2018-臺灣網際網路研討會, 2018/10/24
  • "A Reverse Nearest Neighbor Search Protocol on Road Networks with Data Broadcasting", The 15th IEEE VTS Asia Pacific Wireless Communication Symposium (APWCS 2018), 台灣 新竹, 2018/08/22
  • "Printed Ethiopic Script Recognition by Using LSTM Networks", 2018 International Conference on System Science and Engineering (ICSSE2018), 新北, 2018/06/28
  • "Probabilistic Reverse Nearest Neighbors on Uncertain Data Streams", The 7th IEEE International Symposium on Next-Generation Electronics (ISNE2018), 台北, 2018/05/07
  • "An Effective Method for Top-k Dominating Query Processing over Multiple Uncertain Data Streams", The 27th Wireless and Optical Communication Conference (WOCC2018), 台灣 花蓮, 2018/04/30
  • "Continuous Skyline Queries on Road Networks", The International Conference on Smart Science (ICSS2018), 日本 宮津, 2018/03/30
  • "Exploiting a Cloud Framework for Automatically and Effectively Providing Data Analyzers", The 7th International Symposium on Cloud and Service Computing (SC2 2017), 金澤, 2017/11/22
  • "An Approach for Reverse Nearest Neighbor Search on Road Networks with Data Broadcasting", The 22nd Mobile Computing Workshop (MC 2017), 高雄, 2017/08/27
  • "An Effective Method for Top-k Dominating Query Processing over Multiple Uncertain Data Streams", The 22nd Mobile Computing Workshop (MC 2017), 高雄, 2017/08/27
  • "An Effective Query Process for Probabilistic Reverse Nearest Neighbors on Uncertain Data Streams", The 22nd Mobile Computing Workshop (MC 2017), 高雄, 2017/08/27
  • "Conflict-Free Data Scheduling on Multiple Wireless Broadcast Channels", The 14th IEEE VTS Asia Pacific Wireless Communication Symposium (APWCS 2017), 仁川, 2017/08/23
  • "Smart Path Planning in Flooded Regions Based on Route APIs", International Conference on Smart Science (ICSS2017), Huis Ten Bosch, 2017/04/06
  • "An Effective Clustering Mechanism for Uncertain Data Mining Using Centroid Boundary in UKmeans", The 2016 International Computer Symposium (ICS 2016), 嘉義, 2016/12/15
  • "Stock Market Analysis Using Clustering Techniques: The Impact of Foreign Ownership on Stock Volatility in Vietnam", The Seventh International Symposium on Information and Communication Technology (SoICT 2016), 胡志明市, 2016/12/08
  • "Performance Comparison on the Heterogeneous File System in Cloud Storage Systems", The 6th International Symposium on Cloud and Service Computing (SC2 2016), 納迪, 2016/12/07
  • "A Cooperative Method for Processing Range-Skyline Queries in Mobile Wireless Sensor Networks", the sixth International Conference on Emerging Databases - Technologies, Applications, and Theory (EDB2016), 濟州島, 2016/10/17
  • "Cooperative Range-Skyline Query Processing in Mobile Wireless Sensor Networks", The 13th IEEE VTS Asia Pacific Wireless Communication Symposium (APWCS 2016), Tokyo, 2016/08/25
  • "A Skyline Query Process on Road Networks in Wireless Data Broadcasting Environments", The 21th Mobile Computing Workshop (MC 2016), 南投, 2016/08/23
  • "Exploring the Data Broadcasting Protocols for Processing the kNN Query on Road Networks", The 21th Mobile Computing Workshop (MC 2016), 南投, 2016/08/23
  • "Big Data Stream Computing in Healthcare Real-time", 2016 IEEE International Conference on Cloud Computing and Big Data Analysis, 四川成都, 2016/07/05
  • "File System Allocation in Cloud Storage Services with GlusterFS and Lustre", The 5th International Symposium on Cloud and Service Computing (SC2 2015), 成都, 2015/12/19
  • "An Effective Probabilistic Skyline Query Process on Uncertain Data Streams", The 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2015), Berlin, 2015/09/27
  • "Conflict Free Data Broadcast Scheduling", The 20th Mobile Computing Workshop, 南投, 2015/08/25
  • "A k Nearest Neighbors Search Protocol on Road Networks in Wireless Broadcast Environments", The 20th Mobile Computing Workshop, 南投, 2015/08/25
  • "Effective Skyline Query Protocols with Data Broadcasting", The 20th Mobile Computing Workshop, 南投, 2015/08/25
  • "Processing Range-Skyline Queries using Voronoi Diagram in Wireless Broadcasting Environments", The 12th IEEE VTS Asia Pacific Wireless Communication Symposium (APWCS2015),, Singapore, 2015/08/22
  • "A Mobility-Aware Approach for Maintaining Data Consistency in Unstructured Mobile P2P Systems", The Seventh International Conference on Ubiquitous and Future Networks (ICUFN 2015), 札晃, 2015/07/07
  • "Effective Skyline Query Execution in Wireless Broadcast Environments", The 25th International Conference on Database and Expert Systems Applications (DEXA 2014), 慕尼黑, 2014/09/01
  • "n Effective Approach for Probabilistic Skyline Search", The 4th International Conference on Engineering and Applied Science (2014 ICEAS), 札晃, 2014/07/22
  • "An Effective Probabilistic Reverse Nearest Neighbors Query Process", The 4th International Conference on Engineering and Applied Science (2014 ICEAS), 札晃, 2014/07/22
  • "Resource Provisioning with QoS in Cloud Storage", The 3rd IEEE International Congress on Big Data (BigData 2014), 安哥拉治, 2014/06/29
  • "K Nearest Neighbors Queries in Multi-channel Broadcast Environments", The IEEE International Symposium on Computer, Consumer and Control (IS3C 2014), 台中, 2014/06/11
  • "An Effective Index for Uncertain Data", The IEEE International Symposium on Computer, Consumer and Control (IS3C 2014), 台中, 2014/06/11
  • "TGR: Tight Geographic Routing in Wireless Ad Hoc Networks", The 9th IEEE VTS Asia Pacific Wireless Communication Symposium, 首爾, 2013/08/22
  • "Skyline Query in the Air", The 2013 Conference on Information Technology and Applications in Outlying Islands, 金門, 2013/05/24
  • "A Novel Mechanism to Construct a Compatible Overlay on Heterogeneous Mobile Peers", The2013 IEEE International Conference on Pervasive Computing and Communications (PERCOM) Workshops - the 9th International Workshop on Mobile Peer-to-Peer Computing, 2013, San Diego, 2013/03/18
  • "Approaches for Data Synchronization on Mobile Peer-to-Peer Networks", International Computer Symposium 2012, Hualien, 2012/12/13
  • "Reverse Nearest Neighbors Search in Wireless Broadcast Environments", The Fifth IEEE International Workshop on Wireless Network Algorithm and Theory, 福岡, 2012/09/04
  • "不確定性資料索引US+-Trees中更新效能提升之探討", The 17th Mobile Computing Workshop, 2012, 新北市, 2012/08/28
  • "Data Synchronization on Mobile Peer-to-Peer Networks using Group-key Agreement Mechanism", The 8th IEEE VTS Asia Pacific Wireless Communication Symposium, 京都, 2012/08/23
  • "Data Mining Approaches to Verify the Elements of Imagination", The 2011 TERA International Conference on Education, 高雄, 2012/02/01
  • "An Effective Approach for Data Synchronization on Mobile Peer-to-Peer Networks", 2011 National Symposium on Telecommunications, 花蓮, 2012/02/01
  • "Designing a Game-based Learning Course in Networking to Promote High School Female Students' Interest in Science", The World Congress on Engineering and Technology (CET 2011), Engineering Education Track (CEE 2011), 上海, 2011/10/28
  • "Explore the Wireless Network Technology by Interactive Learning and Participation in Real Situations - Students’ Personal Experience with Digital Technology and Digital Library", The World Congress on Engineering and Technology (CET 2011), Engineering Education Track (CEE 2011), 上海, 2011/10/28
  • "Performance Comparisons of Packet-Combining-Based Error Recovery Schemes for Wireless Networks", The 8th IEEE VTS Asia Pacific Wireless Communication Symposium (APWCS2011), Sigapore, 2011/08/22
  • "Heterogeneity-aware Overlay in Mobile Peer-to-Peer Systems", The 8th IEEE VTS Asia Pacific Wireless Communication Symposium (APWCS2011), Sigapore, 2011/08/22
  • "PGRP: A Probabilistic Geocast Routing Protocol for Virtual Coordinate-based Wireless Sensor Networks", The 7th International Wireless Communications and Mobile Computing Conference (IWCMC-2011), Istanbul, 2011/07/05
  • "Enhancing the Performance of Nearest Neighbors Search on Uncertain Data using US+-trees", the 16th Mobile Computing Workshop 2011, 高雄, 2011/06/17
  • "Heterogeneity-aware Constructing an Overlay on Heterogeneous Devices in Mobile Environments", the 16th Mobile Computing Workshop 2011, 高雄, 2011/06/17
  • "Motivating High School Students to Understand Networking Mechanisms with Game-based Learning Approach", The 2011 15th Global Chinese Conference on Computers in Education (GCCCE2011), 杭州, 2011/05/28
  • "Effective Methods for Indexing Uncertain Data", The 15th Mobile Computing Workshop, 2010, 台中, 2010/05/28
  • "Continuous k Nearest Neighbors Search on Moving Objects", The 15th Mobile Computing Workshop, 2010, 台中, 2010/05/28
  • "Solving the Topology Mismatching Problem on Mobile P2P Systems", The 15th Mobile Computing Workshop, 201, 台中, 2010/05/28
  • "An Efficient Approach for Reverse Nearest Neighbors Search Using Quad-trees", The 15th Mobile Computing Workshop, 201, 台中, 2010/05/28
  • "Dynamic Index Generation for P2P Semantic Information Retrieval", The 15th Mobile Computing Workshop, 2010, 台中, 2010/05/28
  • "On-demand Data Broadcasting for Data Items with Time Constraints on Multiple Broadcast Channels", The Second International Workshop on Ubiquitous Data Management (UDM2010), Tokyo, 2010/04/01
  • "A kNN Search Protocol Using a Voronoi Diagram in Wireless Broadcast Environments", The Second IEEE International Workshop on Wireless Network Algorithm and Theory (IEEE WiNA 09), 澳門, 2009/10/11
  • "Enhanced Multi-Channel MAC Protocols in Cognitive Radio Networks", The 6th IEEE VTS Asia Pacific Wireless Communication Symposium (APWCS), 首爾, 2009/08/20
  • "Shortest Path Queries in Mobile Broadcast Environments", The 17th International Conference on Geoinformatics (Geoinformatics 2009), Washington D.C., 2009/08/12
  • "Enhancing the Key Pre-distribution Scheme on Wireless Sensor Networks", The First IEEE International Workshop on Wireless Network Algorithms (IEEE WiNA08), ILan, 2008/12/09
  • "Enhancing the Performance of Locating Data in Chord-based P2P Systems", The 2nd International Workshop on Peer-to-Peer Network Virtual Environments (P2P-NVE), 2008, Melbourne, 2008/12/08
  • "Using Hierarchical Graphs to Provide Shortest Path Queries in Data-Broadcasting Environments", The 7th International Conference on Asia GIS, 2008, Busan, 2008/09/26
  • "Improving Two Random Key Pre-distribution Based Schemes for Wireless Sensor Networks", The 5th IEEE VTS Asia Pacific Wireless Communication Symposium (APWCS 2008), Sandai, 2008/08/21
  • "An Approach for Fast Handoff on Multi-level Hierarchical MIPv6", The 5th IEEE VTS Asia Pacific Wireless Communication Symposium (APWCS 2008), Sandai, 2008/08/21
  • "Fair Broadcasting Schedules on Dependent Data in Wireless Environments", the IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC2008), TaiChung, 2008/06/11
  • "A Simple kNN Search Protocol using Data Broadcasting in Wireless Mobile Environments", The 25nd Workshop on Combinatorial Mathematics and Computation Theory, Hsin-CHu, 2008/04/25
  • "A Shortest Path Search Algorithm in Dynamic Environments", the 25nd Workshop on Combinatorial Mathematics and Computation Theory, TaiChung, 2008/04/25
  • "A Secure Key Pre-distribution Scheme for Wireless Sensor Networks", The 4th IEEE VTS Asia Pacific Wireless Communication Symposium (APWCS), 2007., Hsin-Chu, 2007/08/20
  • "A Power-Saving Protocol for Exact GkNN Search in Wireless Broadcast Environments", the International Wireless Communications and Mobile Computing Conference (IWCMC2007), Honolulu, Hawaii, 2007/08/11
  • "A Concurrent Transmissions MAC Protocol for Enhancing Throughout and Avoiding Spectrum Sensing in Cognitive Radio.", the IEEE Wireless Communications and Networking Conference (WCNC), Hong Kong, 2007/03/11
  • "An Effective kNN Search Protocol in Wireless Broadcast Environments", The 22nd Annual ACM Symposium on Applied Computing (SAC’07), Seoul, 2007/03/11
  • "Exploring the kNN Search on Broadcast Multi-dimensional Index Trees", the 2006 International Computer Symposium (ICS), Taipei, 2006/12/04
  • "Broadcast Schedules and Query Processing for kNN Search on Multi-dimensional Index Trees in a Multi-Channel Environment", IEEE International Conference on Systems, Man, and Cybernetics (SMC2006), Taipei, 2006/10/08
  • "Broadcasting Schedules for Dependent Data with Minimized Access Latency on Multiple Channels", The International Wireless Communications and Mobile Computing Conference (IWCMC2006), Vancouver, 2006/07/03
  • "Schedules with Minimized Access Latency for Disseminating Dependent Information on Multiple Channels", IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC2006), Taichung, 2006/06/05
  • "A Study on Disseminating Dependent Information in Wireless Broadcast Environments", the 23nd Workshop on Combinatorial Mathematics and Computation Theory, Chang-Hua, 2006/04/27
  • "Exploring the Exact GkNN Query in Wireless Broadcast Environments", The 12th Mobile Computing Workshop, Taichung, 2006/03/31
  • "Instant Traffic Information System", 2005 TGIS Conference, TaiChung, 2005/10/27
  • "An Adaptive Contention Window-based Cluster Head Election Mechanism for Wireless Sensor Networks", IEEE Vehicular Technology Conference 2005-Fall (VTC 2005-Fall), Dallas, TX, 2005/09/26
  • "Distributed Algorithms for Energy-Efficient Cluster-head Election in Wireless Mobile Sensor Networks", 2005 International Conference on Wireless Networks (ICWN05), Las Vegas, 2005/06/27
  • "Efficient Scheduling Algorithms for Disseminating Dependent Data in Wireless Mobile Environments", IEEE 2005 International Conference on Wireless Networks, Communications and Mobile Computing (WirelessCom 2005), Maui, Hawaii, 2005/06/13
  • "Disseminating Data on Multiple Channels with Considering the Data Access Pattern", the 22nd Workshop on Combinatorial Mathematics and Computation Theory, Tainan, 2005/05/20
  • "Exploring On-demand Data Broadcasting in a Wireless Environment", The 11th Mobile Computing Workshop, Taoyuan, 2005/03/31
  • "A Mobile Agent-based Framework for Supporting Behavior Monitor and Analysis of Web Services", The 11th Mobile Computing Workshop, Taoyuan, 2005/03/31
  • "Performance Evaluation for Urban-Vehicle MANETs", The 11th Mobile Computing Workshop, Taoyuan, 2005/03/31
  • "An Efficient Protocol for Disseminating Data with Multi-dimensional Index on Multiple Broadcasting Channels", 2004 International Computer Symposium (ICS), Taipei, 2004/12/16
  • "An Online Article Review System for E-Learning", Taiwan Area Network Conference (TANET 2004), PingTung, 2004/11/15
  • "Cross-layer Designs for Determining the Optimal Number of Clusters in a Wireless Sensor Network", The 1st IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS), Fort Lauderdale, Florida, 2004/10/25
  • "Power-Efficient Communication Algorithms for Wireless Mobile Sensor Networks", The 1st ACM Workshop on Performance Evaluation of Wireless, Ad hoc, Sensor and Ubiquitous Networks (PE-WASUN), Venice, 2004/10/07
  • "Power Efficient Communication Protocols for Data Gathering on Mobile Sensor Networks", IEEE Vehicular Technology Conference 2004-Fall (VTC 2004-Fall), Los Angeles, 2004/09/26
  • "Data Broadcasting with Multi- Dimensional Index on Multiple Channels", International Conference on Computer, Communication and Control Technologies, Austin. TX, 2004/07/31
  • "A Cross-Layer Design for Determining the Optimal Number of Clusters in a Wireless Sensor Network.", the International Conference on Computer, Communication and Control Technologies, Austin, TX, 2004/07/31
  • "On-demand Data Disseminating with Considering Channel Interference for Efficient Shortest-Route Service on Intelligent Transportation System", the 2004 IEEE International Conference on Networking, Sensing and Control,, Taipei, 2004/04/20
  • "Energy Efficient Data-Gathering Protocol for Wireless Mobile Sensor Networks", The 10th Mobile Computing Workshop, TaiChung, 2004/03/20
  • "Efficient Shortest-Route Service on Intelligent Transportation System by Using Multi-dimension Index", the International Conference on Computer, Communication and Control Technologies, Orlando, FL, 2003/07/31

研究計畫

  • 學習索引:索引資料的機器學習模型, 2023/08/01~2024/07/31
  • 112年度教育部智慧創新關鍵人才躍升計畫, 2023/02/01~2024/01/31
  • 面臨阿茲海默症早期診斷多中心學習方法與雲平台研究, 2023/01/01~2023/12/31
  • 探索邊緣運算中不確定資料流上之頻繁樣式探勘的方法(3/3), 2022/08/01~2023/07/31
  • 111年度教育部智慧創新跨域人才培育聯盟計畫, 2022/02/01~2023/01/31
  • 111年高等教育深耕計畫經費-主題式總整課群, 2022/01/01~2022/12/31
  • 初級機器學習工程師能力鑑定模組套卷委託案-C套, 2021/10/25~2022/05/31
  • 探索邊緣運算中不確定資料流上之頻繁樣式探勘的方法(2/3), 2021/08/01~2022/07/31
  • 2021年第30屆無線暨光通訊研討會-膳費及印刷費, 2021/05/06~2021/10/08
  • 110年度教育部智慧創新跨域人才培育聯盟計畫-180萬, 2021/02/01~2022/01/31
  • 建立三維顏面等高線超維計算之正顎手術模擬前後顏面吸引力估測系統, 2021/01/01~2021/12/31
  • 混合監督深度學習多模資訊用於帕金森氏症早期預警和智慧預測研究, 2021/01/01~2021/12/31
  • 探索邊緣運算中不確定資料流上之頻繁樣式探勘的方法(1/3), 2020/08/01~2021/07/31
  • 多因子POI推薦系统研究(第二年), 2020/01/01~2020/12/31
  • "新興運算環境中分散式資料流之查詢處理程序開發與探討-以邊緣 運算環境為例", 2019/08/01~2020/07/31
  • 108年度「中央政府推動建立員工學習制度」暨「全國終身學習楷模選拔」表揚活動實施計畫, 2019/06/24~2019/12/31
  • 多因子POI推薦系统研究, 2019/01/01~2019/12/31
  • "新興運算環境中分散式資料流之查詢處理程序開發與探討-以邊緣 運算環境為例", 2018/08/01~2019/07/31
  • 教育部補助106年度「扎根高中職資訊科學教育計畫」, 2017/08/01~2018/07/31
  • 巨量資料中探討不確定資料流的資訊查詢處理與擷取(2/2), 2017/08/01~2018/07/31
  • 教育部補助106年技專校院教學創新先導計畫-教師專業社群, 2017/06/01~2018/03/31
  • 106-107 年度產業技術人才培訓據點建置計畫-其他類(政府產學計畫案), 2017/01/01~2019/06/30
  • 105紮根高中職資訊科學教育計畫, 2016/08/01~2017/07/31
  • 巨量資料中探討不確定資料流的資訊查詢處理與擷取(1/2), 2016/08/01~2017/07/31
  • 開發基於開放源碼之自動化雲端分析平台, 2016/06/01~2017/05/31
  • 智慧鑑識系統開發計畫, 2016/03/01~2016/08/31
  • 科技部新竹科學工業園區管理局105年委託審查案, 2016/01/01~2016/12/31
  • 朝向在道路網路上以資料廣播方式提供多種適地性服務查詢處理之研究(2/2), 2015/08/01~2016/07/31
  • 非確定資料群集方法之探討—以環境因子對於人體疾病影響為例(第二年計畫), 2015/01/01~2015/12/31
  • 物聯網及雲端技術與應用計畫, 2015/01/01~2015/12/31
  • 雲端儲存服務管理系統, 2014/11/01~2015/10/31
  • 朝向在道路網路上以資料廣播方式提供多種適地性服務查詢處理之研究(1/2), 2014/08/01~2015/07/31
  • 智慧型行動裝置PRINGO微軟平台開發, 2014/07/01~2015/01/31
  • 非確定資料群集方法之探討-以環境因子對於人體疾病影響為例, 2014/05/01~2015/04/30
  • 雲端儲存監控系統和自動化平台開發, 2013/11/01~2014/10/31
  • 無線廣播環境下複合資料查詢之探究, 2013/08/01~2014/07/31
  • 雲端儲存系統整合介面及應用平台開發, 2012/11/01~2013/10/31
  • 不確定資料之索引與查詢處理(2/2), 2012/08/01~2013/07/31
  • 不確定資料之索引與查詢處理(1/2), 2011/08/01~2012/07/31
  • Android軟體錄製與播放測試工具之研發, 2011/08/01~2012/07/31
  • 適用於多元服務環境結合生物辨識、通行碼與智慧卡認證機制之研究, 2011/08/01~2012/07/31
  • 運用互動學習與實境參與提升高中女性對無線網通科技之探索能力-揭開網路的面紗--以無線校園社群系統來探索網路的概念 (科學探索計畫)(2/2), 2011/05/01~2012/04/30
  • 高鐵上影音通訊系統之通道特性分析與效能提昇技術研究(III), 2011/01/01~2011/12/31
  • 嵌入式軟體結構化測試輔助工具之實作, 2010/08/01~2011/07/30
  • 空間資料管理上新的趨勢與議題之探討(99年度補助科學與技術人員國外短期研究), 2010/06/18~2010/09/17
  • 大自然的觀察與對話對想像力培育之研究-(子計畫二)想像力互動式平台之開發與實現, 2010/06/01~2011/05/31
  • 運用互動學習與實境參與提升高中女性對無線網通科技之探索能力-揭開網路的面紗--以無線校園社群系統來探索網路的概念 (科學探索計畫)(1/2) , 2010/05/01~2011/04/30
  • 運用互動學習與實境參與提升高中女性對無線網通科技之探索能力-無線射頻識別系統與圖書館自動化系統整合介面之親身體驗(1/1), 2010/05/01~2011/04/30
  • 高鐵上影音通訊系統之通道特性分析與效能提昇技術研究(II), 2010/01/01~2010/12/31
  • 大自然的觀察與對話對想像力培育之研究-(子計畫二)想像力互動式平台之開發與實現, 2009/12/01~2010/05/31
  • 無線行動環境中同儕網路上資訊分享系統之開發, 2009/08/01~2010/07/31
  • 高鐵上影音通訊系統之通道特性分析與效能提昇技術研究(I), 2009/03/01~2009/12/31
  • WiMAX無線通訊系統軟體與工具開發(III)-子計畫十:WiMAX系統效能管理與測試工具, 2008/08/01~2009/07/31
  • WiMAX無線通訊系統軟體與工具開發(III)-子計畫八:WiMAX系統上適地性服務系統之開發, 2008/08/01~2009/07/31
  • WiMAX無線通訊系統軟體與工具開發(III)-總計畫, 2008/08/01~2009/07/31
  • WiMAX無線通訊系統軟體與工具開發(II)-總計畫, 2007/08/01~2008/07/31
  • WiMAX無線通訊系統軟體與工具開發(II)-子計畫十二:WiMAX系統效能管理與測試工具(II), 2007/08/01~2008/07/31
  • WiMAX無線通訊系統軟體與工具開發(II)-子計畫九:WiMAX系統上適地性服務系統之開發(II), 2007/08/01~2008/07/31
  • WiMAX無線通訊系統軟體與工具開發-子計畫六:WiMAX系統上適地性服務系統之開發, 2006/08/01~2007/07/31
  • Wimax無線通訊系統軟體與工具開發-總計畫, 2006/08/01~2007/07/31
  • 探討無線環境下之資料廣播的問題(I), 2005/08/01~2006/07/31
  • 一個支援線上閱卷與QTI規格之評量系統, 2004/10/01~2005/09/30
  • 即時交通路況資訊系統, 2004/10/01~2005/09/30
  • 自由軟體 – 線上測驗與練習系統之研發, 2003/12/01~2004/10/31
  • 多頻道上廣播資料及其索引結構之探討, 2003/08/01~2004/07/31

技術移轉

  • 開發基於開放源碼之自動化雲端分析平台, 2016/06/16~2017/06/15
  • 雲端儲存服務管理系統, 2014/12/25~2015/12/24
  • 智慧型行動裝置PRINGO微軟平台開發, 2014/07/01~2015/01/31
  • 雲端儲存監控系統和自動化平台開發, 2013/12/23~2014/12/22
  • 雲端儲存系統整合介面及應用平台開發, 2012/12/23~2013/12/22
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