國立中央大學教師履歷平台

期刊著作

• U-Net Enhanced Depth Sensing Detection on Earthwork Management
  Journal of Infrastructure Systems, 31, 4, 2025-12-01
  [ Computational intelligence,Earth resource storage site,Earthwork management,Object detection,Recognition,Unmanned aerial vehicle (UAV) ]

• Enhancing Efficiency of Handling Illegal Constructions Using the SOMCM Algorithm: A Case Study in Taipei
  Journal of Performance of Constructed Facilities, 39, 6, 2025-12-01
  [ Big data,Illegal construction,Merge clustering,Self-organizing map (SOM),Urban management ]

• Smart Tournament Scheduling Using a POX-Heuristic Genetic Algorithm
  International Journal of Information Technology and Decision Making, 24, 6, 1613-1629, 2025-08-01
  [ game scheduling,genetic algorithm,heuristic algorithm,precedence preserving order-based crossover,Tournament scheduling ]

• Predicting and regulating potential zone for heavy metal re-contaminated farmland: Case study in Taiwan
  Environmental Development, 54, 2025-06-01
  [ Farmland,Heavy metal,Pollution potential zone,Prediction,Random forest (RF),Re-contamination ]

• EVALUATING COMPLEXITY OF CONSTRUCTION PRECAST COMPONENT: EMPIRICAL STUDY IN TAIWAN
  Journal of Civil Engineering and Management, 31, 3, 266-280, 2025-03-12
  [ clustering,complexity level,component production,construction precast,manpower allocation,Swarm-Inspired Projection ]

• Strumming in the Metaverse: A Deep-Learning-Enabled Virtual Air Guitar System in VR with Enhanced Chord Recognition and Simulated Pedal Effects
  IEEE Transactions on Multimedia, 2025-01-28
  [ Virtual Reality (VR),Air Guitar,Deep Learning,Audio Effects Simulatio ]

• Strumming in the Metaverse: A Deep-Learning-Enabled Virtual Air Guitar System in VR With Enhanced Chord Recognition and Simulated Pedal Effects
  IEEE Transactions on Multimedia, 27, 4480-4493, 2025-01-01
  [ Audio processing,computer vision,deep learning,effects simulation,virtual instruments,virtual reality ]

• Developing Rules for Rental Subsidy: An Empirical Housing Study in Taiwan
  Journal of the Urban Planning and Development Division, ASCE, 150, 4, 2024-12-01
  [ Fuzzy,Housing,Neural networks,Particle swarm optimization (PSO),Rental subsidy,Rules ]

• Establishing automatic coating paths: empirical study for steel component production
  Proceedings of the Institution of Civil Engineers: Structures and Buildings, 178, 1, 94-104, 2024-08-23
  [ artificial intelligence,coating path,construction industry,H-shaped steel component,information technology,recognition,steel structure ]

• Enhancing Detection of Falls and Bed-Falls Using a Depth Sensor and Convolutional Neural Network
  IEEE Sensors Journal, 24, 14, 23150-23162, 2024-01-01
  [ Convolutional neural network (CNN),depth sensor,elderly care,fall detection system,video surveillance ]

• Three-Dimensional Measurement of Fire-Damaged Concrete Crack Development Using X-Ray CT Images
  Journal of Performance of Constructed Facilities, 37, 6, 2023-12-01
  [ Crack development,Fire-damaged concrete,OpenCV,Particle swarm optimization-based projection (PSOP),X-ray computerized tomography (CT) ]

• Smart bridge maintenance using cluster merging algorithm based on self-organizing map optimization
  Automation in Construction, 152, 2023-08-01
  [ Bridge maintenance,Clustering,Deterioration,Inspection,SOM ]

• Dove Swarm Optimization Algorithm
  IEEE Access, 10, 46690-46696, 2022-01-01

• An Intelligent Motor Assessment Method Utilizing a Bi-Lateral Virtual-Reality Task for Stroke Rehabilitation on Upper Extremity
  IEEE Journal of Translational Engineering in Health and Medicine, 10, 2022-01-01
  [ machine learning,motor training,Stroke rehabilitation,virtual reality ]

• Smart training: Mask R-CNN oriented approach
  Expert Systems with Applications, 185, 2021-12-15

• A Video Analytic In-Class Student Concentration Monitoring System
  IEEE Transactions on Consumer Electronics, 67, 4, 294-304, 2021-11-01

• A Projection-Based Human Motion Recognition Algorithm Based on Depth Sensors
  IEEE Sensors Journal, 21, 15, 16990-16996, 2021-08-01

• Smart Project Management: Interactive Platform Using Natural Language Processing Technology
  Applied Sciences (Switzerland), 11, 4, 2021-02-01
  [ construction contract,interactive concept,keyword detection,natural language processing,project management platform ]

• An Evidence-Based Intelligent Method for Upper-Limb Motor Assessment via a VR Training System on Stroke Rehabilitation
  IEEE Access, 9, 65871-65881, 2021-01-01
  [ assessment,machine learning,motor training,Stroke rehabilitation,virtual reality ]

• Smart care using a dnn-based approach for activities of daily living (ADL) recognition
  Applied Sciences (Switzerland), 11, 1, 1-12, 2021-01-01
  [ Activities of daily living (ADL),Deep neural network (DNN),Image processing,Pattern recognition,Skeletal data processing ]

• Smart Living: An Interactive Control System for Household Appliances
  IEEE Access, 9, 14897-14904, 2021-01-01
  [ hand gesture recognition,household appliance control,human computer interaction,Smart home ]

• Swarm-inspired data-driven approach for housing market segmentation: a case study of Taipei city
  Journal of Housing and the Built Environment, 2021-01-01
  [ Artificial intelligence,Clustering approach,Data mining,Hedonic price model,Housing submarkets ]

• The application and improvement of deep neural networks in environmental sound recognition
  Applied Sciences (Switzerland), 10, 17, 2020-09-01
  [ Convolutional neural network,Deep neural network,Environmental sound recognition,Feature combination ]

• An eye-tracking system based on inner corner-pupil center vector and deep neural network
  Sensors, 20, 1, 2020-01-01
  [ Deep neural network,Eye tracking,Inner corner-pupil center vector ]

• Cerebral small vessel disease biomarkers detection on MRI-sensor-based image and deep learning
  Sensors, 19, 11, 2019-06-01
  [ Biomarkers detection , Cerebral small vessel disease , Computer-aided diagnosis system , Convolutional neural network , Deep learning , MRI-sensor-based image ]

• Developing a PSO-Based Projection Algorithm for a Porosity Detection System Using X-Ray CT Images of Permeable Concrete
  IEEE Access, 6, 64406-64415, 2018-01-01
  [ automation , Cluster analysis , computational intelligence , projection algorithm , PSO algorithm , X-ray computerized tomography (CT) ]

• Music emotion recognition using PSO-based fuzzy hyper-rectangular composite neural networks
  IET Signal Processing, 11, 7, 884-891, 2017-09-01

• SOM-Optimized Neurofuzzy Classifiers for Measuring Expatriation Willingness
  IEEE Intelligent Systems, 32, 5, 28-34, 2017-09-01
  [ artificial intelligence , artificial neural network (ANN) , classifier , expatriation willingness , fuzzy , intelligent systems , optimization , SOM ]

• Three-dimensional, virtual reality vestibular rehabilitation for chronic imbalance problem caused by Ménière’s disease: a pilot study*
  Disability and Rehabilitation, 39, 16, 1601-1606, 2017-07-31

• EEG-based motor network biomarkers for identifying target patients with stroke for upper limb rehabilitation and its construct validity
  PLoS ONE, 12, 6, 2017-06-01

• A Jacobian Matrix-Based Learning Machine and Its Applications in Medical Diagnosis
  IEEE Access, 5, 20036-20045, 2017-01-01
  [ Classifier , Jacobian matrix , learning algorithm , Neural networks , pattern recognition ]

• A self organizing map optimization based image recognition and processing model for bridge crack inspection
  Automation in Construction, 73, 58-66, 2017-01-01
  [ Bridge inspection , Image recognition , Self organizing map optimization ]

• A Q-learning-based swarm optimization algorithm for economic dispatch problem
  Neural Computing and Applications, 27, 8, 2333-2350, 2016-11-01
  [ Optimization , Particle swarm optimization , Q-learning , Swarm intelligence ]

• Exploring and weighting features for financially distressed construction companies using Swarm Inspired Projection algorithm
  Advanced Engineering Informatics, 30, 3, 376-389, 2016-08-01
  [ Construction companies , Financial distress , Financial ratios , Principal component analysis , Swarm inspired projection algorithm ]

• Predicting aggressive tendencies by visual attention bias associated with hostile emotions
  PLoS ONE, 11, 2, 2016-02-01

• Depth-sensor-based monitoring of therapeutic exercises
  Sensors, 15, 10, 25628-25647, 2015-10-09
  [ Motion trajectory , SOM , Spatial-temporal pattern recognition , Therapeutic exercise ]

• Message from HUMA Symposium Organizing Committee
  Proceedings - IEEE Computer Society's International Computer Software and Applications Conference, 2, 2015-09-21

• The development of a robot-based learning companion: a user-centered design approach
  Interactive Learning Environments, 23, 3, 356-372, 2015-01-01
  [ interface design , learning companion , robot , storytelling , user-centered design ]

• Prediction of survival of ICU patients using computational intelligence
  Computers in Biology and Medicine, 47, 1, 13-19, 2014-04-01
  [ Clinical management , Computational intelligence , Fuzzy systems , ICU , Neural networks , Prediction of survival rate ]

• Evaluation of a haptics-based virtual reality temporal bone simulator for anatomy and surgery training
  Computer Methods and Programs in Biomedicine, 113, 2, 674-681, 2014-02-01
  [ Anatomic dissection , Haptics , Medical education , Otolaryngology , Surgical technique , Virtual environment ]

• Expression profiles of loneliness-associated genes for survival prediction in cancer patients
  Asian Pacific Journal of Cancer Prevention, 15, 1, 185-190, 2014-01-01
  [ Cancer patients , Expression profile , Hazards ratios , Loneliness-associated genes , Survival ]

• Developing a damage assessment model for bridge surroundings: a study of the disaster caused by Typhoon Morakot in Taiwan
  Civil Engineering and Environmental Systems, 31, 1, 24-35, 2014-01-01
  [ ANN , bridge , damage assessment , fuzzy , optimisation , remote sensing imagery , SOM , typhoon disaster ]

• A neural-network-based approach to white blood cell classification
  The Scientific World Journal, 2014, 2014-01-01

• A PSO-based rule extractor for medical diagnosis
  Journal of Biomedical Informatics, 49, 53-60, 2014-01-01
  [ Fuzzy systems , Neural networks , Pattern recognition , PSO , Rule extraction ]

• Machine learning-based assessment tool for imbalance and vestibular dysfunction with virtual reality rehabilitation system
  Computer Methods and Programs in Biomedicine, 116, 3, 311-318, 2014-01-01
  [ Assessment , Machine learning , Vestibular dysfunction , Virtual reality ]

• A new measure of cluster validity using line symmetry
  Journal of Information Science and Engineering, 30, 2, 443-461, 2014-01-01
  [ Cluster analysis , Cluster validity , Clustering algorithm , Line symmetry , Similarity measure , Unsupervised learning ]

• Interactive 3-dimensional virtual reality rehabilitation for patients with chronic imbalance and vestibular dysfunction
  Technology and Health Care, 22, 6, 915-921, 2014-01-01
  [ Balance , rehabilitation , vestibular , virtual reality ]

• A Simple Approach to a Human Action Recognition System and Its Application in an Interactive TPR-based English Learning System
  前瞻科技與管理, 3, 2, 15-27, 2013-11-01
  [ Total physical response,TPR learning,E-learning,Augmented system,Time warping algorithm,Hidden Markov model ]

• ARMORY: An automatic security testing tool for buffer overflow defect detection
  Computers and Electrical Engineering, 39, 7, 2233-2242, 2013-10-01

• A new approach to multi-aircraft air combat assignments
  Swarm and Evolutionary Computation, 6, 39-46, 2012-10-01
  [ Multi-aircraft assignment , Optimization , PSO algorithm , SOM algorithm , Swarm intelligence ]

• An image-based mouth switch for people with severe disabilities
  Recent Patents on Computer Science, 5, 1, 66-71, 2012-04-01
  [ Assistive technology , Human computer interfaces , Mouth switch , People with disabilities ]

• Applying tangible story avatars to enhance children's collaborative storytelling
  , 43, 1, 39-51, 2012-01-01

• RFID-initiated workflow control to facilitate patient safety and utilization efficiency in operation theater
  Computer Methods and Programs in Biomedicine, 104, 3, 435-442, 2011-12-01
  [ Active RFID , Efficiency , Patient safety , Web-based database , Workflow control ]

• Application of neural networks for detecting erroneous tax reports from construction companies
  Automation in Construction, 20, 7, 935-939, 2011-11-01
  [ Construction company , Neural networks , Pattern classification , Tax report ]

• A SOMO-based approach to the operating room scheduling problem
  Expert Systems with Applications, 38, 12, 15447-15454, 2011-11-01
  [ Health care , Job-shop problem , Operating room , Optimization , Recourse allocation , Scheduling ]

• Mapping multi-spectral remote sensing images using rule extraction approach
  Expert Systems with Applications, 38, 10, 12917-12922, 2011-09-15
  [ Fuzzy systems , Image classification , Neural networks , Remote sensing , Rule extraction ]

• Application of Radio-frequency Identification in Perioperative Care
  , 94, 2, 158-172, 2011-08-01
  [ Patient monitoring systems , Perioperative care , Radio-frequency identification ]

• Detection of line-symmetry clusters
  International Journal of Innovative Computing, Information and Control, 7, 8, 5027-5043, 2011-08-01
  [ Cluster analysis,Clustering algorithm,Distance measure,Symmetry ]

• A reinforcement-learning approach to color quantization
  Journal of Applied Science and Engineering, 14, 2, 141-150, 2011-06-01
  [ Classifier systems , Color quantization , Color reduction , Machine learning , Neuro-Fuzzy systems , Pattern recognition , Reinforcement learning ]

• Acute increase of complexity in the neurocardiovascular dynamics following carotid stenting
  , 123, 3, 187-192, 2011-03-01
  [ Angioplasty & stenting , Carotid stenosis , Cerebral hemodynamics , Complexity , Heart rate variability ]

• Portable virtual piano design
  World Academy of Science, Engineering and Technology, 43, 510-513, 2010-12-01
  [ Identification , Optical fiber gloves , Portable , Virtual piano ]

• Application of a SOM-based optimization algorithm in minimizing construction time for secant pile wall
  Journal of Construction Engineering and Management - ASCE, 136, 11, 1189-1195, 2010-11-01
  [ Construction time , Optimal sequencing , Optimization , Secant pile wall , Self-organizing feature map (SOM) , SOMO algorithm ]

• A neural tree and its application to spam e-mail detection
  Expert Systems with Applications, 37, 12, 7976-7985, 2010-01-01
  [ Decision tree , Incremental learning , Neural networks , Neural tree , Pattern classification , Spam detection ]

• A rule extraction based approach in predicting derivative use for financial risk hedging by construction companies
  Expert Systems with Applications, 37, 9, 6510-6514, 2010-01-01
  [ ANN , Construction management , Derivatives , Financial risk , Fuzzy , Risk hedging , Rule extraction ]

• A signal-representation-based parser to extract text-based information from the web
  Journal of Advanced Computational Intelligence and Intelligent Informatics, 14, 5, 531-539, 2010-01-01

• A swarm-inspired projection algorithm
  Pattern Recognition, 42, 11, 2764-2786, 2009-11-01
  [ Cluster analysis , Neural networks , Projection , Self-organizing feature map , Swarm intelligence ]

• Comparison of SOM-based optimization and particle swarm optimization for minimizing the construction time of a secant pile wall
  Automation in Construction, 18, 6, 844-848, 2009-10-01
  [ Construction time , Optimization , Particle swarm , Secant pile wall , Self organizing map ]

• A variant of the SOM algorithm and its interpretation in the viewpoint of social influence and learning
  Neural Computing and Applications, 18, 8, 1043-1055, 2009-10-01
  [ Evolutionary computing , Genetic algorithm (GA) , Optimization , Self-organizing feature map (SOM) ]

• Feasibility and Cost-Effectiveness Evaluation for the Sterilization of Active-RFID Devices
  醫療資訊雜誌, 18, 3, 33, 2009-09-01
  [ Active RFID,Ethylene oxide,Hydroxy-peroxide,Sterilization,Cost-effectiveness ]

• Development and Integration of a Surgical Patient Advancement Monitor System Using Active RFID Technology
  醫療資訊雜誌, 18, 1, 11-22, 2009-03-01
  [ 病人安全,無線射頻辨識裝置,病人前進管制系統,Patient Safety,RFID,PAMS ]

• A special issue of swarm intelligence and its applications in fuzzy systems for the international journal of fuzzy systems
  International Journal of Fuzzy Systems, 10, 3, 137-138, 2008-01-01

• Application of SOMO based clustering in building renovation
  International Journal of Fuzzy Systems, 10, 3, 195-201, 2008-01-01
  [ Building renovation,Clustering,Construction management,SOM ]

• A PSO-based decision aid for multi-aircraft combat situations
  International Journal of Fuzzy Systems, 10, 3, 161-167, 2008-01-01
  [ C4ISR,Genetic algorithm,Optimization,PSO algorithm,Swarm intelligence ]

• A neural-network-based approach to detecting rectangular objects
  Neurocomputing, 71, 1-3, 270-283, 2007-12-01
  [ Cluster analysis , Clustering algorithm , Detection of rectangles , Neural networks ]

• Facial expression recognition using optical flow without complex feature extraction
  WSEAS Transactions on Computers, 6, 5, 763-770, 2007-05-01
  [ Emotion , Expression recognition , Face detection , Facial action units , Facial expression analysis ]

• A puzzle-solver-based speech descrambling method
  WSEAS Transactions on Computers, 6, 5, 725-732, 2007-05-01
  [ Ant colony system , Optimization algorithm , Puzzle , Speech scrambling , Swarm intelligence ]

• A simple approach to implementing an environmental control unit for the disabled
  Biomedical Engineering - Applications, Basis and Communications, 19, 1, 19-26, 2007-01-01
  [ Assistive technology , Environmental control unit , Microprocessor , The disabled ]

• An eye tracking system and its application in aids for people with severe disabilities
  Biomedical Engineering - Applications, Basis and Communications, 18, 6, 319-327, 2006-12-25
  [ Assistive technology , Eye gaze , Eye tracking system , Human-computer interface ]

• SOM-based fuzzy systems for Q-learning in continuous state and action space
  WSEAS Transactions on Computers, 5, 11, 2772-2777, 2006-11-01
  [ Actor-critic learning , Q-learning , Reinforcement learning , Robot navigation , Task decomposition ]

• A SOMART system for gesture recognition
  WSEAS Transactions on Computers, 5, 11, 2764-2771, 2006-11-01
  [ Adaptive resonance theory (ART) , Character recognition , Dynamic gesture recognition , Self-organizing feature maps (SOM) , Sign language recognition ]

• A new ARTMAP-based neural network for incremental learning
  Neurocomputing, 69, 16-18, 2284-2300, 2006-10-01
  [ ART , ARTMAP , Incremental learning , Neural networks , RBF network ]

• A neuro-fuzzy approach for compensating color backlight images
  Neural Processing Letters, 23, 3, 273-287, 2006-06-01
  [ Backlight image , Fuzzy clustering algorithm , Histogram equalization , Image enhancement , Neuro-fuzzy system ]

• A new approach to fuzzy classifier systems and its application in self-generating neuro-fuzzy systems
  Neurocomputing, 69, 4-6, 586-614, 2006-01-01
  [ Bucket brigade algorithm , Classifier systems , Neural networks , Neuro-fuzzy systems , Reinforcement learning ]

• A low-cost vision-based human-computer interface for people with severe disabilities
  Biomedical Engineering - Applications, Basis and Communications, 17, 6, 284-292, 2005-12-25
  [ Assistive technology , Eye gaze , Eye tracking system , Human-computer interface , Mouse ]

• Fuzzy C-means algorithm with a point symmetry distance
  International Journal of Fuzzy Systems, 7, 4, 175-181, 2005-12-01
  [ Cluster analysis , Clustering algorithm , Fuzzy c-means algorithm , Pattern recognition ]

• A new approach to clustering data with arbitrary shapes
  Pattern Recognition, 38, 11, 1887-1901, 2005-11-01
  [ ART , Cluster analysis , Clustering , Hierarchical partitioning , Unsupervised learning ]

• The MSFAM: A modified fuzzy ARTMAP system
  Pattern Analysis and Applications, 8, 1-2, 1-16, 2005-09-01
  [ ARTMAP , Neural networks , On-line learning , Pattern recognition ]

• A tourist spots recommendation system for ATIS
  International Journal of Fuzzy Systems, 7, 2, 94-98, 2005-06-01
  [ Advanced Traveler Information Systems , Computational intelligence , Optimization algorithm , Recommendation system , Self-organizing feature map ]

• Special issue on soft computing and its applications on ATIS
  International Journal of Fuzzy Systems, 7, 2, 2005-01-01

• Two low-cost human computer interfaces for people with severe disabilities
  Biomedical Engineering - Applications, Basis and Communications, 16, 6, 344-349, 2004-12-25
  [ Assistive technology , Computer interface , Keyboard , Mouse , Rehabilitation ]

• Using intelligent optimization techniques in the K-means algorithm for multispectral image classification
  International Journal of Fuzzy Systems, 6, 3, 107-117, 2004-09-01

• A new cluster validity measure and its application to image compression
  Pattern Analysis and Applications, 7, 2, 205-220, 2004-01-01
  [ Cluster validity , Clustering algorithm , Image compression , Pattern recognition , Vector quantisation ]

• A neural-network-based approach to recognizing 3D arm movements
  Biomedical Engineering - Applications, Basis and Communications, 15, 1, 17-26, 2003-02-25
  [ Assistive technology , Gesture recognition , Human-computer-interface , Neural networks ]

• Symmetry as a new measure for cluster validity
  , 209-213, 2002-12-01
  [ Cluster validity , Clustering algorithm , Pattern recognition , Similarity measure ]

• A self-generating neuro-fuzzy system through reinforcements
  , 332-337, 2002-12-01
  [ Neural network , Neuro-fuzzy system , Reinforcement learning ]

• Improving the self-organizing feature map algorithm using an efficient initialization scheme
  Journal of Applied Science and Engineering, 5, 1, 35-48, 2002-03-01
  [ Kohonen Algorithm , Neural Networks , Self-organizing Feature Map , Unsupervised Learning ]

• A healing mechanism to improve the topological preserving property of feature maps
  IEICE Transactions on Information and Systems, E85-D, 4, 735-743, 2002-01-01
  [ Feature maps , SOM algorithm , Topological property ]

• A neural-network-based approach to optical symbol recognition
  Neural Processing Letters, 15, 2, 117-135, 2002-01-01
  [ Fuzzy systems , Neural networks , Optical character recognition , Optical music recognition ]

• A novel measure for quantifying the topology preservation of self-organizing feature maps
  Neural Processing Letters, 15, 2, 137-145, 2002-01-01
  [ Feature maps , Neural networks , SOM algorithm , Topological property ]

• A scanning telephone dialing aid for persons with hand malfunction
  Journal of Medical and Biological Engineering, 21, 1, 69-73, 2001-12-01
  [ Assistive device , Man-machine interface , Rehabilitation , Telephone communication system ]

• A new model of self-organizing neural networks and its application in data projection
  IEEE Transactions on Neural Networks, 12, 1, 153-158, 2001-12-01
  [ Cluster analysis , Projection algorithm , Self-organizing feature map ]

• A fuzzy rule-based approach to recognizing 3-D arm movements
  IEEE Transactions on Neural Systems and Rehabilitation Engineering, 9, 2, 191-201, 2001-11-17
  [ Assistive technology , Gesture recognition , Neural networks , Spatial-temporal patterns ]

• Application of the self-organizing feature map algorithm in facial image morphing
  Neural Processing Letters, 14, 1, 35-47, 2001-08-01
  [ Animation , Facial expression , Feature map , Image morphing , Image warping , SOM algorithm ]

• A modified version of the K-means algorithm with a distance based on cluster symmetry
  IEEE Transactions on Pattern Analysis and Machine Intelligence, 23, 6, 674-680, 2001-06-01
  [ Data clustering , Face detection , K-means algorithm , Pattern recognition ]

• Voice-controlled human-computer interface for the disabled
  Computing and Control Engineering Journal, 12, 5, 225-230, 2001-01-01

• Application of neural networks using quadratic junctions in cluster analysis
  Neurocomputing, 37, 1-4, 165-175, 2001-01-01
  [ Cluster analysis , Competitive learning , Neural networks , Unsupervised learning ]

• Portable communication aid for deaf-blind people
  Computing and Control Engineering Journal, 12, 1, 37-43, 2001-01-01

• Novel algorithm for data clustering
  Pattern Recognition, 34, 2, 425-442, 2001-01-01

• Associative-memory-based human face detection
  IEICE Transactions on Information and Systems, E84-D, 8, 1067-1074, 2001-01-01
  [ Associative memory , Face detection , Object detection , Pattern recognition ]

• Application of neural networks incorporated with real-valued genetic algorithms in knowledge acquisition
  Fuzzy Sets and Systems, 112, 1, 85-97, 2000-05-16
  [ Fuzzy control , Medicine , Neural networks , Pattern recognition ]

• Fast self-organizing feature map algorithm
  IEEE Transactions on Neural Networks, 11, 3, 721-733, 2000-05-01

• A fuzzy rule-based approach to spatio-temporal hand gesture recognition
  IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, 30, 2, 276-281, 2000-05-01
  [ Gesture recognition , Neuro-fuzzy system , Spatio-temporal pattern recognition ]

• 3D arm movement recognition using syntactic pattern recognition
  Artificial Intelligence in Engineering, 14, 2, 113-118, 2000-01-01

• Cochlear implantation in a child with bilateral large vestibular aqueducts.
  , 57, 327-330, 2000-01-01

• Simple and inexpensive telephone dialling aid for the disabled
  Computing and Control Engineering Journal, 11, 2, 73-78, 2000-01-01

• An alternative computer access system for persons with hand malfunction
  Chinese Journal of Medical and Biological Engineering, 20, 2, 53-58, 2000-01-01
  [ Input device , Man-machine interface , Spinal injury ]

• Rule extraction for voltage security margin estimation
  IEEE Transactions on Industrial Electronics, 46, 6, 1114-1122, 1999-12-01

• Neural-network-based fuzzy model and its application to transient stability prediction in power systems
  IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, 29, 1, 149-157, 1999-12-01
  [ Fuzzy systems , Neural networks , Transient stability prediction ]

• Segmentation method for continuous speech utilizing hybrid neuro-fuzzy network
  Journal of Information Science and Engineering, 15, 4, 615-628, 1999-07-01

• Topology-preserving map formation achieved with a genetic algorithm and its application in cluster analysis
  Journal of Applied Science and Engineering, 2, 1, 29-36, 1999-06-01
  [ Cluster Analysis , Genetic Algorithms , Neural Networks , Self-Organizing Feature Maps ]

• Neuro-fuzzy approach to real-time transient stability prediction based on synchronized phasor measurements
  Electric Power Systems Research, 49, 2, 123-127, 1999-03-01
  [ Fuzzy hyperrectangular composite neural network (FHRCNN) , Phasor measurement unit (PMU) , Real-time transient stability prediction ]

• Application of a novel fuzzy neural network to real-time transient stability swings prediction based on synchronized phasor measurements
  IEEE Transactions on Power Systems, 14, 2, 685-692, 1999-01-01

• A competitive learning algorithm using symmetry
  IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E82-A, 4, 680-686, 1999-01-01
  [ Competitive learning , Data clustering , Neural networks , Pattern recognition ]

• Neural-network-based approach to detecting hyperellipsoidal shells
  Neural Processing Letters, 9, 3, 279-292, 1999-01-01

• Neuro-fuzzy approach to speech recognition without time alignment
  Journal of Engineering and Applied Science, 98, 1, 33-41, 1998-08-01

• Extracting rules from composite neural networks for medical diagnostic problems
  Neural Processing Letters, 8, 3, 253-263, 1998-01-01
  [ Expert system , Genetic algorithms , Medical diagnosis , Neural networks , Rule extraction ]

• A neuro-fuzzy approach to speech recognition without time alignment
  Fuzzy Sets and Systems, 98, 1, 33-41, 1998-01-01
  [ Expert system , Membership function , Neural networks , Pattern recognition , Speech recognition ]

• Generating diagnostic rules directly from experimental data
  Biomedical Engineering - Applications, Basis and Communications, 9, 6, 335-340, 1997-12-25
  [ Computer-aided expert systems , Fuzzy systems , Medical diagnosis , Neural networks ]

• Neuro-fuzzy networks for voltage security monitoring based on synchronized phasor measurements
  IEEE Power Engineering Review, 17, 9, 1997-12-01

• Speaking aid using neural networks for the deaf
  Biomedical Engineering - Applications, Basis and Communications, 8, 4, 351-357, 1996-08-01

• Neuro-fuzzy approach to medical diagnosis expert systems
  Biomedical Engineering - Applications, Basis and Communications, 8, 2, 138-144, 1996-04-01

• Continuous speech segmentation based on a self-learning Neuro-Fuzzy system
  IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E79-A, 8, 1180-1187, 1996-01-01
  [ Fuzzy systems , Membership function , Neural network , Speech segmentation ]

• Use of neural networks as medical diagnosis expert systems
  Computers in Biology and Medicine, 24, 6, 419-429, 1994-01-01
  [ Computer-aided diagnosis systems , Diabetes mellitus , Expert systems , Machine learning , Neural networks ]

• 3D measurement of fire-damaged concrete crack development using x-ray CT images
  Journal of Performance of Constructed Facilities,
  [ 3D ]

研討會著作

• Latent Space Denoising Model for High-Precision 3D Cardiac Model Generation
  2025-01-01
  [ 3D Cardiac Model,Diffusion Model,Latent Space Denoising ]

• 基於硬體感測技術和深度學習演算法的擴增實境飛輪體驗系統設計與應用研究
  2024-05-24
  [ 飛輪,擴增實境,運動,道路偵測,軟硬整合 ]

• 基於 VITPOSE 和 YOLOV7 之智慧羽球標記系統
  2024-05-24
  [ 羽球影片分析,物件偵測,姿態識別,多層感知機,遷移式學習 ]

• 基於機器學習的 個人化瑜珈教練行動應用程式
  2024-05-24
  [ 瑜珈姿勢,MediaPipe,壓力感應器,瑜珈應用程式,瑜珈訓練系統 ]

• A Deep Learning-Based Home Safety Behavior Monitoring System for Children
  2023-08-21
  [ computer vision,deep learning,image processing,action recognition,skeleton detection ]

• A Deep Learning-based Algorithm for Shadow Detection and Removal from Document Images
  2023-08-21
  [ Shadow Detection,Shadow Removal,cGAN,OCR ]

• Home-Based Yoga Self-Training Application
  2023-08-20
  [ Yoga postures,MediaPipe,Pressure Sensor,Yoga App,User-friendly Design,Yoga training system ]

• Hyperrectangular Composite Neural Networks for Pathophysiology of Diabetes
  2023-04-21
  [ Machine learning,HRCNN,diabetes ]

• A Camera-Vision-based Indoor Navigation and Obstacle Avoidance Wearable Assistive Device for Visually Impaired People
  2022-07-28
  [ visually impaired people,indoor navigation,object detection ]

• Establishing natural Language processing platform for construction projects
  2021-11-24
  [ Project Management Platform,Natural Language Processing,Interactive Concept,Construction Contract,Keyword Detection ]

• An Assist System for Visually Impaired at Indoor Residential Environment using Faster-RCNN
  1071-1072, 2019-07-01
  [ Assistive technology,Object detection,The visually impaired people ]

• A guideline to determine the training sample size when applying big data mining methods in clinical decision making
  678-681, 2018-06-22
  [ Artificial intelligence , Big data mining , Guideline , Heterogeneous data , Sample size ]

• The changes of improvement-related motor kinetics after virtual reality based rehabilitation
  683-685, 2017-07-21
  [ Individualized treatment , Kinematic Features , Virtual reality (VR) based rehabilitation ]

• A smart ward with a fall detection system
  2017-07-12
  [ Deep learnrning , Fall detection , Kinect , Neural networks , Ward management ]

• The computational rules extractor in the detection of tax evasion
  181-184, 2016-01-21
  [ fuzzy neural network , particle swarm optimization , tax evasion ]

• Prediction of postoperative recovery based on a computational rules extractor
  332-333, 2015-08-20
  [ fuzzy system , neural network , postoperative recovery ]

• Assessment differences between teachers and students in the context of peer response: A cognitive style approach
  63-72, 2015-01-01
  [ Assessment differences , Cognitive styles , Peer assessment , Peer response ]

• Detection of streamflow change to prevent residents from potential disasters
  102-109, 2013-12-01
  [ Automatic detection , Disaster prevention , Pattern recognition , Remote sensing , RGB image ]

• To develop the virtual physics laboratory by integrating kinect with gesture classification algorithm
  1017-1019, 2013-12-01
  [ Interactive Learning , Kinect , Pattern recognition , Physical experiment , Physics ]

• An innovative VR-based vestibular rehabilitation system
  213-217, 2012-12-01
  [ rehabilitation , vertigo , vestibular dysfunction , Virtual reality ]

• A neural-network-based sketch recognition system
  420-423, 2012-12-01
  [ interactive , Neural Network , Sketch Recognition ]

• Electronic trombone - An interactive tool to promote musical learning and performance creativity
  585-588, 2011-12-01
  [ Edutainment , Musical instrument , Musical toy ]

• Innovative horizontal alliances between electronics giant and digital archives institution: A case study of Qisda LED lighting device from Taiwan
  7017-7020, 2011-07-21
  [ Culture Consumption , Digital Content Industry , e-policy , National Museum of Marine Biology & Aquarium (Taiwan) ]

• A robot-based learning companion for storytelling
  143-150, 2010-12-01
  [ Image matching , Learning companion , Motion capture , Robot , Storytelling ]

• A hand-gesture-based control interface for a car-robot
  4644-4648, 2010-12-01
  

• A fingertip extraction method and its application to handwritten alphanumeric characters recognition
  293-300, 2008-12-01
  [ Character recognition , Fingertip extraction , Motion detection , Stroke extraction ]

• Optimal construction sequencing for secant pile wall
  2142-2147, 2008-12-01
  [ Optimization , Sequencing , SOM , SOMO algorithm ]

• Application of a Learning-Companion robot in learning environments
  203-204, 2008-12-01
  

• ROBOKID: Let children construct their own emotional Kids - Learning by construction
  199-200, 2008-12-01
  

• An implementation of an eye-blink-based communication aid for people with severe disabilities
  351-356, 2008-09-24
  

• A neural tree with partial incremental learning capability
  6-11, 2007-12-01
  [ Decision tree , Incremental learning , Neural networks , Neural tree , Pattern classification ]

• A simple approach to stereo matching and its application in developing a travel aid for the blind
  2006-12-01
  [ Assistive technology , Fuzzy c-means algorithm , Stereo matching , Travel aid ]

• A simple approach to implementing a system for monitoring driver inattention
  429-433, 2006-01-01
  [ Drowsiness detection , Human fatigue , Inattention ]

• A reinforcement-learning approach to color quantization
  94-99, 2004-12-27
  [ Classifier systems , Color quantization , Neuro-fuzzy systems , Reinforcement learning ]

• SOM-based Optimization
  781-786, 2004-12-01
  [ Evolutionary computing , Genetic algorithm , Optimization , Self-organizing feature map ]

• An on-line learning neuro-fuzzy system based on artificial immune systems
  1073-1078, 2004-12-01
  [ Artificial immune system , Fuzzy system , Neural network , On-line learning ]

• A reinforcement-learning approach to robot navigation
  665-669, 2004-06-28
  [ Navigation , Neural network , Neuro-fuzzy system , Reinforcement learning , Robot ]

• Low-cost human computer interfaces for the disabled
  208-212, 2003-12-01
  [ Assistive technology , Computer interface , Keyboard , Mouse , Rehabilitation , Spinal cord injuries ]

• A new cluster validity measure for clusters with different densities
  276-281, 2003-12-01
  [ Cluster algorithm , Cluster validity , Data mining , Pattern recognition ]

• New compensation algorithm for color backlight images
  1396-1400, 2002-01-01
  [ Fuzzy clustering algorithm , Histogram equalization , Image enhancement , Self-organizing feature map ]

• A hierarchical approach to ART-like clustering algorithm
  788-793, 2002-01-01
  [ ART , Cluster analysis , Clustering , Hierarchical partitioning , Unsupervised learning ]

• Musical symbol recognition using SOM-based fuzzy systems
  2150-2153, 2001-12-01
  [ Neural networks , Neuro-fuzzy systems , Optical music recognition , Pattern recognition ]

• A new generalized learning vector quantization algorithm
  339-344, 2000-12-01
  

• A Neural-Network-based Method for the Recognition of Node Heads from Printed Music Scores
  575-578, 2000-12-01
  [ Associative memory , Neural networks , Optical music recognition ]

• A K-means Algorithm with a Novel Non-Metric Distance
  417-420, 2000-12-01
  [ Data Clustering , K-means algorithm , Pattern Recognition ]

• Self-organizing feature-map-based fuzzy system
  20-25, 2000-01-01
  

• Adding a healing mechanism in the self-organizing feature map algorithm
  171-176, 2000-01-01
  

• A SOM-based fuzzy system and its application in handwritten digit recognition
  253-258, 2000-01-01
  [ fuzzy systems , neural networks , optical character recognition , self-organizing feature map ]

• Efficient initialization scheme for the self-organizing feature map algorithm
  1906-1910, 1999-12-01
  

• Recognition of 3D arm movements using neural networks
  4259-4262, 1999-12-01
  

• Facial image morphing by self-organizing feature maps
  1969-1972, 1999-12-01
  

• Application of associative memory in human face detection
  3194-3197, 1999-12-01
  

• Self-organizing neural networks for data projection
  206-215, 1999-01-01
  

• Application of neural networks in detecting hyperellipsoidal shells
  1779-1781, 1998-12-01
  

• Genetic-algorithms-based approach to self-organizing feature map and its application in cluster analysis
  735-740, 1998-01-01
  

• Application of neural networks in spatio-temporal hand gesture recognition
  2116-2121, 1998-01-01
  

• Application of neural networks in cluster analysis
  1-6, 1997-12-01
  

• Applications of neural networks in handwritten digit recognition
  335-338, 1997-12-01
  

• Continuous speech recognition based on a self-learning neuro-fuzzy network
  136-139, 1997-12-01
  

• Static hand gesture recognition system using a composite neural network
  786-792, 1996-12-01
  

• Fuzzy rule extraction for controller designs
  409-412, 1995-12-01
  

• Rule extraction using a novel class of fuzzy degraded hyperellipsoidal composite neural networks
  233-238, 1995-01-01
  

• Use of a self-learning neuro-fuzzy system for syllabic labeling of continuous speech
  1727-1734, 1995-01-01
  

• Neural network based approach to knowledge acquisition and expert systems
  645-650, 1993-12-01
  

• Introduction to the theory and applications of neural networks with quadratic junctions
  1320-1325, 1992-01-01
  

• A novel class of neural networks with quadratic junctions
  1557-1562, 1991-12-01
  

專書

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  469-474, 2017-01-01
  [ Machine learning,Parameter based methods,Structure based methods,Student performance ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  503-513, 2016-01-01
  [ Gaits,Kinect,Postural assessment,Postures,Therapeutic exercise ]

• Lecture Notes in Electrical Engineering
  1099-1105, 2014-02-17
  

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  489-494, 2009-09-15
  [ Digital game-based learning,Embodied interaction,Mixed reality ]