期刊著作

• 高斯分布鯨群演算法於最佳化問題之研究 A Study on the Gaussian Distribution Based Whale Optimization Algorithm for Optimization Problems
  電子商務學報, 25, 1, 89-126, 2023-04-01
  [ 高斯分布,鯨群最佳化演算法,最佳化演算法,無約束型測試函數,約束型測試函數,Gaussian distribution,whale optimization algorithm,optimization algorithm,unconstrained test function,constrained test function ]

• 多目標函數仿真機器學習研究－使用基因演算法與遞迴式最小平方估計方法 Machine Learning Approach to Multi-Function Approximation Using GA-RLSE Algorithm
  電子商務學報, 24, 1, 1~26, 2022-06-30
  [ 複數模糊集合,複數模糊類神經系統,基因演算法,遞迴式最小平方估計法,多目標函數仿真,Complex fuzzy set (CFS),complex neuro-fuzzy system (CNFS),genetic algorithm (GA),recursive least squares estimator (RLSE),multi-function approximation ]

• Multitarget prediction using an aim-object-based asymmetric neuro-fuzzy system: A novel approach
  Neurocomputing, 389, 155-169, 2020-05-14
  [ Aim-object layer , Aim-object-based asymmetric , Hybrid learning algorithm , Multitarget prediction , Neuro-fuzzy system , Sphere complex fuzzy set ]

• 模糊類神經多項參數建構之預測模式及PSO-RLSE演算法於股市投資策略之研究 Prediction Model of Multiple Fuzzy Neural Parameter on PSO-RLSE Algorithm in Stock Market Investment Strategy
  Taiwan Academy of Management Journal＝TAMJ 臺灣管理學刊 (台灣管理學刊), 20, 115, 23-75, 2020-02-01
  [ 類神經網路,模糊類神經模型,粒子群演算法 ]

• 卷積神經模糊方法於多目標時間序列預測研究 CNN-Based Neural Fuzzy Approach to Multi-Target Prediction Using Sphere Complex Fuzzy Sets
  資訊管理學報, 26, 4, 483-511, 2019-12-01
  [ 多目標預測,球型複數模糊集,卷積神經網路,模糊推論系統,複合式機器學習演算法 ]

• Complex neural fuzzy system and its application on multi-class prediction — A novel approach using complex fuzzy sets, IIM and multi-swarm learning
  Applied Soft Computing Journal, 84, 2019-11-01
  [ Complex fuzzy set , Complex neural fuzzy system , Fuzzy causality , Kalman filtering algorithm , Multi-swarm PSO ]

• Multiple Function Approximation - A New Approach Using Asymmetric Complex Fuzzy Inference System
  Vietnam Journal of Computer Science, 6, 4, 407-422, 2019-11-01
  [ aim-object part,asymmetric complex fuzzy inference system,complex fuzzy set,function approximation,Multi-target prediction ]

• 複數模糊類神經於趨向類別預測之研究 Prediction of Directional Classification Using Complex Neuro-Fuzzy Model
  資訊管理學報, 26, 4, 413-450, 2019-10-31
  [ 複數模糊類神經,複數模糊集,特徵選取,粒子群最佳化演算法,遞迴 最小平方法 ]

• 多目標特徵挑選與時間序列預測 Multi-target Feature Selection and Time-series Forecasting
  資訊管理學報, 26, 4, 451-482, 2019-10-31
  [ 多目標特徵挑選,人工神經網路,球型複數模糊集,球型複數神經模糊系統,混合式機器學習 ]

• Multitarget prediction—A new approach using sphere complex fuzzy sets
  Engineering Applications of Artificial Intelligence, 79, 45-57, 2019-03-01
  [ Complex fuzzy set , Cross-target feature selection , Influence information , Multitarget prediction , Sphere complex fuzzy set ]

• A novel entropy-based approach to feature selection
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10191, pp. 445-454, 2017-02-01
  [ feature selection ]

• Complex neurofuzzy ARIMA forecasting - A new approach using complex fuzzy sets
  IEEE Transactions on Fuzzy Systems, 21, 3, 567-584, 2013-06-12
  [ Complex fuzzy set (CFS) , complex neurofuzzy system (CNFS) , hybrid learning , self-organization , time-series forecasting ]

• 混合複數類神經模糊與自動回歸差分平均移動方法之智慧 型時間序列預測模型 Intelligent time series forecasting model combining complex neuro-fuzzy computing model and ARIMA method
  電子商務學報, 15, 1, 137-158, 2013-03-01
  [ 複數模糊集合、複數模糊類神經系統、粒子群最佳化演算法、遞迴小平方估計法、時間序 列預測 ]

• Adaptive image restoration by a novel neuro-fuzzy approach using complex fuzzy sets
  International Journal of Intelligent Information and Database Systems, 7, 6, 479-495, 2013-01-01
  [ ABC algorithm , Artificial bee colony , CFS , CNFS , Complex fuzzy set , Complex neuro-fuzzy system , Image restoration , Recursive least squares estimator , RLSE ]

• A novel self-organizing complex neuro-fuzzy approach to the problem of time series forecasting
  Neurocomputing, 99, 467-476, 2013-01-01
  [ Complex fuzzy set (CFS) , Complex neuro-fuzzy system (CNFS) , Hybrid learning , Self-organization , Time series forecasting ]

• A preliminary study of business intelligence in sports: a performance-salary model of player via artificial neural network
  International Journal of Electronic Business Management, 11, 1, 13-22, 2013-01-01
  [ Artificial Neural Network,Sports Business,Professional Baseball,Organization Management ]

• Intelligent financial time series forecasting: A complex neuro-fuzzy approachwith multi-swarm intelligence
  International Journal of Applied Mathematics and Computer Science, 22, 4, 787-800, 2012-12-01
  [ Complex fuzzy set , Complex neuro-fuzzy system , Hierarchical multi-swarm particle swarm optimization , Recursive least squares estimator , Time series forecasting ]

• Self-learning complex neuro-fuzzy system with complex fuzzy sets and its application to adaptive image noise canceling
  Neurocomputing, 94, 121-139, 2012-10-01
  [ Adaptive image noise canceling , Complex fuzzy set , Complex neuro-fuzzy system , Image restoration , Machine learning , PSO , RLSE ]

• 適應式影像還原─以計算智慧為方法 Adaptive image restoration－a computational intelligence approach
  資訊管理學報, 19, 3, pp. 476-507, 2012-07-01
  [ 類神經模糊系統（NFS）、粒子群演算法（PSO）、遞迴最小平方估計法 （RLSE）、雜訊消除、計算智慧 ]

• A new ARIMA-based neuro-fuzzy approach and swarm intelligence for time series forecasting
  Engineering Applications of Artificial Intelligence, 25, 2, 295-308, 2012-03-01
  [ Auto-regressive integrated moving average model (ARIMA) , Hybrid learning , Neuro-fuzzy system (NFS) , Particle swarm optimization (PSO) , Recursive least-squares estimator (RLSE) , Time series forecasting ]

• Adaptive fuzzy approach to function approximation with PSO and RLSE
  Expert Systems with Applications, 38, 10, 13266-13273, 2011-09-15
  [ Function approximation , Fuzzy , Machine learning , Particle swarm optimization (PSO) , Recursive least-squares estimator (RLSE) ]

• Function approximation with complex neuro-fuzzy system using complex fuzzy sets - A new approach
  New Generation Computing, 29, 3, 261-276, 2011-07-01
  [ Complex fuzzy set , Complex neuro-fuzzy system (CNFS) , Function approximation , Hybrid learning , PSO-RLSE ]

• Complex fuzzy model with PSO-RLSE hybrid learning approach to function approximation
  International Journal of Intelligent Information and Database Systems, 5, 4, 409-430, 2011-01-01
  [ CFS , CNFS , Complex fuzzy set , Complex neuro-fuzzy system , Function approximation , Particle swarm optimisation , PSO , Recursive least squares estimator , RLSE ]

• Computational intelligence hybrid learning approach to time series forecasting
  World Academy of Science, Engineering and Technology, 43, 772-779, 2010-12-01
  [ Forecasting , Hybrid learning (HL) , Neuro-fuzzy system (NFS) , Particle swarm optimization (PSO) , Recursive least-squares estimator (RLSE) , Time series ]

• Fuzzy-neural sliding-mode control for DC-DC converters using asymmetric gaussian membership functions
  IEEE Transactions on Industrial Electronics, 54, 3, 1528-1536, 2007-06-01
  [ Adaptive control , Asymmetric gaussian membership function , Converter , Fuzzy neural network , Sliding-mode control ]

• Recurrent neuro-fuzzy hybrid-learning approach to accurate system modeling
  Fuzzy Sets and Systems, 158, 2, 194-212, 2007-01-16
  [ Hybrid learning (HL) , Least square estimation (LSE) , Modeling , Random optimization (RO) , Recurrent neuro-fuzzy system (RNFS) , System identification ]

• Soft computing approach to adaptive removal of interference signal
  WSEAS Transactions on Communications, 5, 9, 1719-1724, 2006-09-01
  [ Adaptive notch filtering , Intelligent signal processing , Interference canceling , Machine learning , Neuro-fuzzy ]

• Computational Intelligence approach to the problem of adaptive noise canceling
  WSEAS Transactions on Computers, 5, 7, 1397-1404, 2006-07-01
  [ Adaptive filtering , Adaptive noise cancellation , Computational intelligence , Intelligent system , Least square estimation , Machine learning , Neuro-fuzzy , Random optimization , Self construction ]

• Pseudoerror-based self-organizing neuro-fuzzy system
  IEEE Transactions on Fuzzy Systems, 12, 6, 812-814, 2004-12-01
  [ Clustering,Learning,Neuro-fuzzy system,Parameter identification,Pseudoerror,Random optimization,Self-organization,Structure identification ]

• Soft computing approach to feature extraction
  Fuzzy Sets and Systems, 147, 1, 119-140, 2004-10-01
  [ Feature extraction,Fingerprint image,Fuzzy-wavelet,Pattern recognition,Soft computing,Wavelet transform ]

• Optimization by random search with jumps
  International Journal for Numerical Methods in Engineering, 60, 7, 1301-1315, 2004-06-21
  [ Derivative-free optimization , Global minimum , Interpolation check , Jump , Multi-variable function optimization , Random optimization , Random search ]

• Self-organizing neuro-fuzzy system for control of unknown plants
  IEEE Transactions on Fuzzy Systems, 11, 1, 135-150, 2003-02-01
  [ Clustering,Neuro-fuzzy control,Self-learning,Self-organization ]

• Fuzzy motion control of an auto-warehousing crane system
  IEEE Transactions on Industrial Electronics, 48, 5, 983-994, 2001-10-01
  [ Auto-warehousing crane system,Distance-speed control,Fuzzy logic controller,Motion control,Positioning accuracy ]

• Fuzzy control of unknown multiple-input-multiple-output plants
  Fuzzy Sets and Systems, 104, 2, 245-267, 1999-06-01

• Self-learning general purpose PID controller
  Journal of the Franklin Institute, 334, 2, 167-189, 1997-01-01

• Thin gold film strain gauges
  Journal of Vacuum Science and Technology A: Vacuum, Surfaces and Films, 12, 3, 813-819, 1994-01-01

• 基於熵的特徵選擇、複數模糊和混合機器學習 於預測研究的新方法 A Novel Approach to Prediction Problems with Entropy-Based Feature Selection, Complex-Valued Fuzzy Method, and Hybrid Machine Learning
  電子商務學報,
  [ 傳遞熵,特徵選擇,複數模糊系統,球型複數模糊集,複數減法分群法 ]

• 基於多群機器學習的多目標複數神經模糊預測 方法 A Novel Complex-Valued Neuro-Fuzzy Predictive Approach to Multiple Targets with Multi-Swarm Machine Learning
  電子商務學報,
  [ 複數神經模糊,複數數據的減法分群,球型複數模糊集,多群機器學習,多目標預測 ]

• 向量化複數模糊神經方法在時間序列智慧型預 測之研究-使用PSO、WOA與RLSE A Study on Time Series Intelligent Forecasting by a Vectorized Complex Neuro-Fuzzy Approach Using PSO, WOA and RLSE
  電子商務學報,
  [ 多目標預測,類神經模糊系統,金融時間序列 ]

研討會著作

• A Social Hierarchy Based Hybrid Optimization Method — A New Approach
  2025-03-26
  [ Hybrid metaheuristics,swarm intelligence, social hierarchy,Optimization ]

• Hybrid learning fuzzy approach to function approximation
  2010-12-01
  [ Function approximation , Fuzzy , Machine learning , Particle swarm optimization (PSO) , Recursive least-squares estimator (RLSE) ]

• Complex neuro-fuzzy intelligent approach to function approximation
  151-156, 2010-11-17
  

• Hardware neuro-fuzzy learning
  282-286, 2007-12-01
  

• Image restoration using RO learning approach
  2006-12-01
  [ Adaptive filter , Block processing , Machine-learning , Random-optimization ]

• Hybrid evolutionary soft-computing approach for unknown system identification
  1440-1449, 2006-01-01
  [ Hybrid learning , Neuro-fuzzy systems , Random optimization , System identification / modeling , Weighted Gaussian function ]

• Self-organizing intelligent system and its application for hard disk drive control
  2263-2268, 2005-09-01
  

• RO-based self-organizing neuro-fuzzy approach for HDD positioning control
  2615-2625, 2005-01-01
  [ Hard disk drives , Random optimization , Self-organization , Track seeking/following control ]

• Cluster-based self-organizing neuro-fuzzy system with hybrid learning approach for function approximation
  1186-1189, 2005-01-01
  

• Hybrid learning neuro-fuzzy approach for complex modeling using asymmetric fuzzy sets
  5-9, 2005-01-01
  

• Soft computing approach to adaptive noise filtering
  1-5, 2004-12-01
  

• Fuzzy depth control of an unmanned free-swimming submersible vehicle
  194-199, 2002-01-01
  [ Fuzzy depth control , Fuzzy logic controller (FLC) , Pitch elevator , Unmanned free-swimming submersible vehicle ]

• Soft computing system using fuzzy clustering and on-line learning
  1050-1055, 2002-01-01
  [ Crane motion control , Fuzzy clustering , On-line learning , Pesudo-errors , Self-organization , Statistical regression ]

• Self-organizing fuzzy intelligent system
  473-477, 2002-01-01
  [ Clustering , Fuzzy control , Inverse learning control , Random optimization , Self-learning , Self-organization , Temperature control ]

• Soft computing system for motion control
  364-369, 2001-01-01
  [ Cluster , Crane system , Motion control , Neuro-fuzzy system , Parameter learning , Pseudo-error , Random optimization , Self-organization , Soft-computing ]

• Self-learning neurofuzzy controller
  987-990, 1996-12-01
  

專書

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  243-254, 2018-01-01
  [ Complex fuzzy set,Function approximation,Fuzzy system,Multi-target prediction ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  445-454, 2017-01-01
  [ Feature selection,Information entropy,Probability density estimation,Time series dataset ]

• 當代人力與知識管理：理論與實務研究
  142-155, 2015-08-01
  [ 職場友誼,心理資本,幸福感 ]

• 當代人力與知識管理：理論與實務研究
  123-141, 2015-08-01
  [ 顧客滿意度,口碑,再購意願,DAY SPA ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  320-329, 2012-03-27
  [ artificial bee colony (ABC),complex fuzzy set (CFS),complex neuro-fuzzy system (CNFS),knowledge discovery,recursive least squares estimator (RLSE) ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  90-99, 2011-12-01
  [ Artificial bee colony (ABC),Complex fuzzy set (CFS),Complex neuro-fuzzy system (CNFS),Image restoration,Recursive least square estimator (RLSE) ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  411-420, 2011-12-01
  [ Clustering,Forecasting,Fuzzy system,Hybrid learning,Particle Swarm Optimization (PSO),Recursive Least Squares Estimator (RLSE) ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  242-251, 2011-12-01
  [ Complex fuzzy set (CFS),Complex neuro-fuzzy system (CNFS),Hierarchical multi-swarm particle swarm optimization (HMSPSO),Recursive least square estimator (RLSE),Time series forecasting ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  616-625, 2011-06-14
  [ hybrid learning,neuro-fuzzy system (NFS),particle swarm optimization (PSO),recursive least-squares estimator (RLSE),self-organization,time series forecasting ]

• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  289-299, 2010-09-17
  [ complex fuzzy set,complex neuro-fuzzy system (CNFS),function approximation,machine learning,PSO,RLSE ]