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國立臺北科技大學 學術資源網

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TAN-HSU TAN

TITLE：
Professor／Innovation Frontier Institute of Research for Science and Technology
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Journal articles

  • "Convolutional Neural Network with Multi-Head Attention for Human Activity Recognition", EEE Internet of Things Journal, 3032-3042, 2024/01, SCI
  • "Comparative analysis of machine learning and ensemble approaches for hepatitis B prediction using data mining with synthetic minority oversampling technique", Health and Technology, 2023/11, SCI
  • "Performance Comparison of Machine Learning Approaches on Hepatitis C Prediction Employing Data Mining Techniques,", Bioengineering, 2023/04, SCI
  • "Using Hybrid Neural Network and Regularized Extreme Learning Machine for Human Activity Recognition by Smartphone and Smartwatch", Sensors, 2023/03, SCI
  • "Performance of Q-learning based resource allocation for D2D communications in heterogeneous networks", ICT Express, 2023/02, SCI
  • "High Accuracy and Cost-Effective Fiber Optic Liquid Level Sensing System Based on Deep Neural Network", Sensors, 2023/02, SCI
  • "A Novel Shot Detection Approach Based on ORB Fused with Structural Similarity", IEEE Access, 2472-2481, 2019/12, SCI
  • "Intelligent Lecturer Tracking and Capturing System Based on Face Detection and Wireless Sensing Technology", Sensors, 19, 4193, 2019/09, SCI
  • "Novel IoT-Based Privacy-Preserving Yoga Posture Recognition System Using Low-Resolution Infrared Sensors and Deep Learning", IEEE Internet of Things Journal, 6, 4, 7192-7200, 2019/08, SCI
  • "Performance of Resource Allocation in Device-toDevice Communication Systems Based on Evolutionally Optimization Algorithms", Applied Science, 8, 1271, 2019/07, SCI
  • "Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and DCNN", IEEE Journal of Biomedical and Health Informatics, 23, 2, 693-702, 2019/03, SCI
  • "Device-Free Non-Privacy Invasive Classification of Elderly Travel Patterns in A Smart House Using PIR Sensors and DCNN", IEEE Sensors Journal, 2018/01, SCI
  • "Front-door Event Classification Algorithm for Elderly People Living Alone in Smart House Using Wireless Binary Sensors", IEEE Access, 2017/12, SCI
  • "Ubiquitous Emergency Medical Service System Based on Traffic Information and Wireless Communication Technologies: Development and Evaluation", Sensors, 2017/01, SCI
  • "Using K-Nearest Neighbor Classification to Diagnose Abnormal Lung Sounds", Sensors, 13132-13158, 2015/06, SCI
  • "Development and evaluation of an E-health system for caring for patients with bladder pain syndrome/interstitial cystitis", International Journal of Urology, 21, Suppl, S1:62-68, 2014/04, SCI
  • "Clinical Verification of A Clinical Decision Support System for Ventilator Weaning", BioMedical Engineering Online, 12, SUPPL 1, 2013/12, SCI
  • "Developing an Intelligent e-Restaurant with a Menu Recommender for Customer-Centric Servic", IEEE Transactions on Systems, Man, and Cybernetics--Part C: Applications and Reviews, 42, 5, 775-787, 2012/09, SCI
  • "Educational Affordances of a Ubiquitous Learning Environment in a Natural Science Course", Journal of Educational Technology & Society, 15, 2, 206–219, 2012/04, SSCI
  • "Development of a Portable Linux-Based ECG Measurement and Monitoring System", Journal of Medical Systems, 35, 4, 559-569, 2011/08, SCI
  • "International Journal of Innovative Computing, Information and Control", Expert Systems With Applications, 37, 9, 6482-6492, 2010/09, SCI
  • "Multi-user Detection in DS-CDMA Systems Using a Genetic Algorithm with Redundancy Saving Strategy", International Journal of Innovative Computing, Information and Control, 6, 8, 3347-3364, 2010/08, SCI
  • "Development of a Ubiquitous Emergency Medical Service System Based on Zigbee and 3.5G Wireless Communication Technologies", ICMB 2010, Lecture Notes in Computer Science (LNCS) 6165, 201–208, 2010/06, EI
  • "Applications of Fuzzy Logic for Adaptive Interference Canceller in CDMA Wireless Communication Systems", International Journal of Innovative Computing, Information and Control, 6, 4, 1749-1761, 2010/04, SCI
  • "整合RFID技術之e化餐飲管理系統實作", 電機月刊, 94-107, 2009/11, ELSE1
  • "Outdoor Natural Science Learning in RFID-Supported Immersive Ubiquitous Learning Environment", Journal of Educational Technology & Society, 12, 4, 161–175, 2009/10, SSCI
  • "Analysis on an Energy Efficient Routing Algorithm for Wireless Sensor Networks", Lecture Notes in Computer Science (LNCS) Springer-Verlag Berlin Heidelberg, 5574, 786–796, 2009/05, EI
  • "Repeaterless Hybrid CATV/16-QAM OFDM Transport Systems, SCI, Impact Factor: 4.735, Rank: 1/67.", Progress in Electromagnetics Research Letters, 8, 171–179, 2009/05, SCI
  • "Performance of a Novel Fuzzy-Based Code Allocator for Two-Dimensional Spreading OFCDM Communication Systems", International Journal of Fuzzy Systems (IJFS), 10, 4, 231-239, 2008/12, SCI
  • "Performance of Partial Parallel Interference Cancellation With MCCDMA Transmission Techniques for Power Line Communication Systems", WSEAS Trans. on Communications, 7, 7, 729-738, 2008/07, EI
  • "Optimizing Markov Model Parameters for Asynchronous Impulsive Noise over Broadband Power Line Communication Network", IEICE Trans. on Fundamentals of Electronics, Communications and Computer Sciences, E91-A, 6, 1533-1536, 2008/06, SCI
  • "Development and Evaluation of an RFID-based Ubiquitous Learning Environment for Outdoor Learning,", Interactive Learning Environments, 15, 3, 253–269, 2007/12, SSCI
  • "Implementation of a Portable Personal EKG Signal Monitoring System", Lecture Notes in Computer Science (LNCS) 4901, Springer-Verlag Berlin Heidelberg, 122–128, 2007/10, EI
  • "Application of Fuzzy Logic for Adaptive Interference Canceller in CDMA Systems", in New Trends in Applied Artificial Intelligence, Lecture Notes in Artificial Intelligence (LNAI) 4570, Springer-Verlag Berlin Heidelberg, 166–175, 2007/06, EI
  • "Performance of Bluetooth eSCO Packets for Speech Transmission and Integration Application of 3GPP AMR Codec to Bluetooth System", Journal of National Taipei University of Technology, 39-1, 1-12, 2006/03, ELSE1
  • "馬達控制用之類比與數位混合積體電路設計", 電機月刊, 192-207, 2005/08, ELSE1
  • "A Study on the Applications of Speech Recognition to Bluetooth Wireless Communications", Journal of National Taipei University of Technology, 2, 37, 17-28, 2004/09, ELSE1
  • "Design and Implementation of Home HealthCare System Based on Web Service, Bluetooth, and GSM Short Message Service", Journal of National Taipei University of Technology, 1, 37, 15-25, 2004/03, ELSE1
  • "Implementation and Applications of Universal Remote Control Interface Based on the FLEX Protocol", Journal of National Taipei University of Technology, 1, 35, 81-88, 2002/03, ELSE1

Chapters

  • Development and Evaluation of a QR Code and Augmented Reality Supported Mobile English Learning System, 1, Springer, 9783642123481 (3642123481), 2010/04/07

Conference papers

  • "Deep Convolutional Neural Network Classifier for Travel Patterns Using Binary Sensors", 2017 IEEE 8th International Conference on Awareness Science and Technology, Taichung, 2017/11/08
  • "Device-Free Non-Invasive Front-Door Event Classification Algorithm for Forget Event Detection Using Binary Sensors in the Smart House,", 2017 IEEE International Conference on Systems, Man, and Cybernetics, Banff, Canada, 2017/10/05
  • "應用資通訊技術實現銀髮族日常活動監測系統", 2014年民生電子研討會, 宜蘭, 2015/11/29
  • "無線通訊中裝置對裝置多點傳播之子載波配置之系統效能", 2015年民生電子研討會, 彰化, 2015/11/28
  • "架構於Android行動裝置之血壓計", 2015年民生電子研討會, 彰化, 2015/11/28
  • "Mixing PSO and Tabu Search Technique and Its Application to Estimation of Carrier Frequency Offsets for Uplink OFDMA System", 2014 IEEE International Conference on Systems, Man, and Cybernetics, San Diego, 2014/10/05
  • "Indoor Activity Monitoring System for Elderly Using RFID and FitBit Flex Wristband", IEEE-EMBS International Conference on Biomedical and Health Informatics, Valencia, 2014/06/01
  • "Estimation of Carrier Frequency Offsets for Uplink OFDMA System Using A Hybrid Taguchi-Mutated-Particle Swarm Optimization Approach" to appear in 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC2012 Seoul, Korea.", 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC2012), Seoul, 2012/10/14
  • "Using Computer Games in a Computer Course to Improve Learning", 2012 IEEE International Conference on Teaching, Assessments and Learning for Engineering (TALE2012), Hong Kong, 2012/08/20
  • "上行正交分頻多重存取系統載波頻率偏移之估計與補償", 2010 年民生電子研討會, Tainan, 2011/11/05
  • "Interference Cancellation Techniques for Carrier Frequency Offsets Compensation in Uplink OFDMA Systems", 2010 年民生電子研討會, Tainan, 2011/11/05
  • "干擾消除技術及混合式最佳化演算法於正交互補碼MC-CDMA系統多用戶偵測之應用研究", 2010 年民生電子研討會, Tainan, 2011/11/05
  • "Developing a Ubiquitous Emergency Medical Service System Based on Wireless Access and Geographic Information System", International Conference on Knowledge Based Industry-2011, Ulaanbaatar, 2011/07/06
  • "Joint Channel Estimation and Multi-user Detection for MC-CDMA System Using Genetic Algorithm and Simulated Annealing", 2010 IEEE International Conference on Systems, Man, and Cybernetics, Istanbul, 2010/10/10
  • "Development of an Intelligent e-Restaurant with Menu Recommendation for Customer-Centric Service", International Workshop on Mobile Multimedia Processing, Istanbul, 2010/08/22
  • "Development of a Ubiquitous Emergency Medical Service System Based on Zigbee and 3.5G Wireless Communication Technologies", 2010 International Conference on Medical Biometrics, Hong Kong, 2010/06/28
  • "Estimation of Carrier Frequency Offset for Generalized OFDMA Uplink Systems Using Particle Swarm Optimization Algorithms", the 10th International Symposium on Pervasive Systems, Algorithms and Networks (I-SPAN 2009), Kao-Hsiung, 2009/12/14
  • "Performance of an Energy Efficient Routing Design for Wireless Sensor Networks", the 10th International Symposium on Pervasive Systems, Algorithms and Networks (I-SPAN 2009), Kao-Hsiung, 2009/12/14
  • "基於行動及無線通訊技術之緊急救護系統實作", 2009醫學工程科技研討會, Taipei, 2009/12/11
  • "以適應性濾波器估計多輸入多輸出正交分頻多工系統通道特性之應用研究", 全國電信研討會, Kao-Hsiung, 2009/12/11
  • "改良型粒子群演算法於上行多輸入多輸出分頻多工系統多用戶偵測之應用研究", 全國電信研討會, Kao-Hsiung, 2009/11/12
  • "Development of an Intelligent e-Restaurant for Customer-Centric Service", 2009 年民生電子研討會, Taichung, 2009/11/06
  • "Joint Channel Estimation and Multi-user Detection for MC-CDMA Systems Using Genetic Algorithm and Simulated Annealing", 2009 年民生電子研討會, Taichung, 2009/11/06
  • "Enhancing Bluetooth Data Throughput Using a Mode/Packet Switching Scheme Based on ARQN Statistics", 2009 International Conference on Machine Learning and Cybernetics(ICMLC), Baoding, Hebei, 2009/07/12
  • "An Adaptive Fuzzy Logic Code Allocator for 2-D OVSF Coded OFCDM Communication Systems Over Dual Selective Fading Channels", 2009International Conference on Machine Learning and Cybernetics (ICMLC), Baoding, Hebei, 2009/07/12
  • "Analysis on an Energy Efficient Routing Algorithm for Wireless Sensor Networks", 2009 International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP2009), Taipei, 2009/06/06
  • "OFCDM通訊系統之正交展頻碼簡易配置法在選頻選時性衰落通道之效能", 2008電信研討會, 雲林, 2008/12/05
  • "依染色體績效進行突變之改良型基因演算法於非同步直序式超寬頻通訊系統多用戶偵測之應用研究", 2008年民生電子研討會, Taipei, 2008/12/05
  • "應用ZigBee、GPS、以及WiMAX 技術建構緊急救護系統之研究，2008年民生電子研討會", 2008年民生電子研討會, Taipei, 2008/12/05
  • "應用模糊控制器於OFCDM無線通訊系統之2維OVSF碼配置", 第13屆人工智慧與應用研討會(TAAI2008, Taipei, 2008/11/20
  • "A Genetic-Based Multi-User Detector for Multi-Carrier CDMA Communication Systems", IEEE International Conference on Communications Systems, Guangzhou, 2008/11/19
  • "An Energy Efficient Cross-Layer Design for Wireless Sensor Networks", 2008 International Computer Symposium, Taipei, 2008/11/13
  • "Performance of Particle Swarm Optimization Techniques on PAPR Reduction for OFDM Systems", 2008 IEEE International Conference on Systems, Man, and Cybernetics, Singapore, 2008/10/12
  • "Performance of Adaptive Fuzzy-Based Code Allocation for 2-D Spreading OFCDM Mobile Communication Systems", 2008 IEEE International Conference on Systems, Man, and Cybernetics, Singapore, 2008/10/12
  • "Performance Analysis of Multi-User DS-UWB System under Multipath Effects", 12th WSEAS International Conference on Communications, Heraklion, 2008/07/23
  • "Performance of Power Line Communication Systems Using MC-CDMA Transmission Techniques", the 12th WSEAS International Conference on Communications, Heraklion, 2008/07/23
  • "PC-based ECG Signal Analysis Using Artificial Neural Network", 2008 International Conference on Machine Learning and Cybernetics, 昆明, 2008/07/12
  • "Development and Implementation of an e-Restaurant for Customer-Centric Service Using WLAN and RFID Technologies", 2008 International Conference on Machine Learning and Cybernetics, 昆明, 2008/07/12
  • "整合RFID技術之餐飲自動化管理系統", 第十九屆國際資訊管理學術研討會, 南投, 2008/05/16
  • "EACH with Minimum Distance Cluster Head", 2008 資訊科技國際研討會, Taichung, 2008/04/25
  • "無線感測網路之省電跨層演算法", 2008 資訊科技國際研討會, Taichung, 2008/04/25
  • "Implementation of a Portable Personal EKG Signal Monitoring System,", 2008 International Conference on Medical Biometrics, Hong Kong, 2008/01/04
  • "整合限制選擇型耙式接收器與基因演算法之直序式超寬頻多用戶偵測器之實現", 2007電信研討會, Taipei, 2007/11/23
  • "基於改良型粒子群演算法之直序式超寬頻多用戶偵測器", 2007電信研討會, Taipei, 2007/11/23
  • "以SAW ARQ-Based適應型封包切換機制提升電力線通訊系統資料傳輸量", 2007年民生電子研討會, Taichung, 2007/11/02
  • "Personal Health Monitoring By PC-based ECG Signal Analysis", 2007年民生電子研討會, Taichung, 2007/11/02
  • "Performance of Adaptive Multistage Interference Canceller for Multi-Carrier CDMA Systems", 2007 International Wireless Communications and Mobile Computing Conference, Honolulu, Hawaii, 2007/08/12
  • "RFID-based Ubiquitous Learning Environment for Outdoor Learning", the 7th IEEE International Conference on Advanced Learning Technologies(ICALT2007), Niigata, 2007/07/18
  • "2D Barcode and Augmented Reality Supported English Learning System", the 6th IEEE International Conference on Computer and Information Science (ICIS2007), Melbourne, 2007/07/11
  • "Markov Model Parameters Optimization for Impulsive Noise over Power Line Communication Network", 2006 IEEE International Conference on Systems, Man, and Cybernetics (SMC06), Taipei, 2006/10/08
  • "Performance of a GA-based interference cancellor for MC-CDMA communication systems over frequency selective fading channels", 2006 IEEE International Conference on Systems, Man, and Cybernetics (SMC06), Taipei, 2006/10/08
  • "Performance Improvement of Multiuser Detection Using a Genetic Algorithm in DS-CDMA UWB Systems over an Extreme NLOS Multipath Channel", 2006 IEEE International Conference on Systems, Man, and Cybernetics (SMC06), Taipei, 2006/10/08
  • "The Ubiquitous Museum Learning Environment: Concept, Design,Implementation, and a Case Study", the 6th IEEE International Conference on Advanced Learning Technologies(ICALT2006), Kerkrade, 2006/07/05
  • "Performance of Partial Interference Canceller with STBC for MC-CDMA Systems", IWCMC 2006, Vancouver, 2006/07/03
  • "Performance of Space-Time Block Coded MB-OFDM UWB Systems", 2006 Communication Networks and Services Research Conference (CNSR2006), Moncton, 2006/05/22
  • "多輸入多輸出多頻帶正交分頻多工超寬頻通訊系統之效能分析", 2005年民生電子研討會, 雲林, 2005/11/17
  • "藍芽eSCO封包之語音傳輸效能分析及3GPPAMR編碼技術於藍芽系統的應用研究", 2004年民生電子研討會, 新竹, 2004/11/17
  • "A Redundancy-Saving Genetic Algorithm for Multi-User Detection in DS-CDMA Systems", 2004 IEEE International Conference on Systems, Man, and Cybernetics, 海牙, 2004/10/10
  • "藍芽無線環境下中文語音辨識效能之評估與分析", 第十六屆(2004)自然語言與語音處理研討會, 台北, 2004/09/02
  • "The MObile-Based Interactive Learning Environment (MOBILE) and A Case Study for Assisting Elementary School English Learning", 2004 IEEE International Conference on Advanced Learning Technologies, Joensuu, 2004/08/30
  • "The Design and Implementation of Web-based Instruction System for High School–WISH and Executing Status", 2004 IEEE International Conference on Advanced Learning Technologie, Joensuu, 2004/08/30
  • "Planning and Designing of Mobile Learning System for Aiding Elementary School English Instruction and Assessmen", 4th Workshop on Language and Technology, 台北, 2004/02/21
  • "An Adaptive Multistage Partial Parallel Interference Canceller for Multi-Carrier CDMA Systems", 2003 International Conference on Informatics, Cybernetics, and Systems, 高雄, 2003/12/14
  • "Design and Implementation of Mobile Learning System for Aiding Elementary School English Instruction and Assessment", 2003 International Conference on Informatics, Cybernetics, and Systems, 高雄, 2003/12/14
  • "基於通道估計技術之藍芽系統最適封包選擇策略", 2003年民生電子研討會, 台南, 2003/11/27
  • "語音辨識技術於藍芽通訊環境之應用研究", 2003年民生電子研討會, 台南, 2003/11/27
  • "藍芽之影音傳輸效能分析及其在行動視訊電話系統之應用研究", 2003年民生電子研討會, 台南, 2003/11/27
  • "Performance Evaluation and Improvement of Speaker Recognition over GSM Environment", 37th IEEE International Carnahan Conference on Security Technology, 台北, 2003/10/14
  • "架構於Web服務、藍芽與GSM簡訊之居家健康照護系統設計與實現", 2002年民生電子研討會, 新竹, 2002/12/16
  • "基於無線通訊協定(WAP)之行動校園資訊服務系統設計與製作", 2002年民生電子研討會, 新竹, 2002/12/16
  • "多媒體通訊網路上具語音轉換與速度控制之多樣位元率伸展特性的語音編碼器設計", 2002年民生電子研討會, 新竹, 2002/12/16
  • "GSM免持聽筒語音資料庫之建置與語者確認效能評估” 2002年全國電信研討會", 2002年全國電信研討會, 南投, 2002/12/06
  • "基於多種無線通訊協定之雙向遠端監控系統設計與實現", 2002年全國電信研討會, 南投, 2002/12/06
  • "G.729計算量之簡化", 第七屆人工智慧與應用研討會, 台中, 2002/11/15
  • "提升藍芽系統資料傳輸量之適應性封包選擇策略", 第七屆人工智慧與應用研討會, 台北, 2002/11/15
  • ".729固定碼本搜尋之簡化法", 2002數位生活與網際網路科技研討會, 台南, 2002/06/27
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