Pei-Chann Chang

ORCID

Publication Activity (10 Years)

Years Active: 1993-2020
Publications (10 Years): 23

Top Venues

Publications

Xiangjun Li, Wei Liang, Xinping Zhang, Song Qing, Pei-Chann Chang
A cluster validity evaluation method for dynamically determining the near-optimal number of clusters. Soft Comput. 24 (12) (2020)
Xiangjun Li, Xiaoliang Wu, Su Xu, Song Qing, Pei-Chann Chang
A novel complex network community detection approach using discrete particle swarm optimization with particle diversity and mutation. Appl. Soft Comput. 81 (2019)
Le Zhang, Su Xu, Xiangjun Li, Xiaoliang Wu, Pei-Chann Chang
An Improved FP-Growth Algorithm Based on Projection Database Mining in Big Data. J. Inf. Hiding Multim. Signal Process. 10 (1) (2019)
Pei-Chann Chang, Jheng-Long Wu, Yahui Xu, Min Zhang, Xiao-Yong Lu
Bike sharing demand prediction using artificial immune system and artificial neural network. Soft Comput. 23 (2) (2019)
Shuwei Jing, Zhanwen Niu, Pei-Chann Chang
The application of VIKOR for the tool selection in lean management. J. Intell. Manuf. 30 (8) (2019)
Xiaosong Zhao, Rui Zhang, Jheng-Long Wu, Pei-Chann Chang
A Deep Recurrent Neural Network for Air Quality Classification. J. Inf. Hiding Multim. Signal Process. 9 (2) (2018)
Xiao-Yong Lu, Mu-Sheng Chen, Jheng-Long Wu, Pei-Chann Chang, Meng-Hui Chen
A novel ensemble decision tree based on under-sampling and clonal selection for web spam detection. Pattern Anal. Appl. 21 (3) (2018)
Bing Zhang, Jhen-Long Wu, Pei-Chann Chang
A multiple time series-based recurrent neural network for short-term load forecasting. Soft Comput. 22 (12) (2018)
Rui Zhang, Pei-Chann Chang, Shiji Song, Cheng Wu
Local search enhanced multi-objective PSO algorithm for scheduling textile production processes with environmental considerations. Appl. Soft Comput. 61 (2017)
Rui Zhang, Pei-Chann Chang, Shiji Song, Cheng Wu
A multi-objective artificial bee colony algorithm for parallel batch-processing machine scheduling in fabric dyeing processes. Knowl. Based Syst. 116 (2017)
Cheng-Chin Tsao, Pei-Chann Chang, Chin-Yuan Fan, Shu-Hao Chang, Fred Phillips
A patent quality classification model based on an artificial immune system. Soft Comput. 21 (11) (2017)
Meng-Hui Chen, Shih-Hsin Chen, Pei-Chann Chang
Imperial competitive algorithm with policy learning for the traveling salesman problem. Soft Comput. 21 (7) (2017)
Chao-Chao Liu, Zhanwen Niu, Pei-Chann Chang, Bo Zhang
Assessment approach to stage of lean transformation cycle based on fuzzy nearness degree and TOPSIS. Int. J. Prod. Res. 55 (23) (2017)
Meng-Hui Chen, Pei-Chann Chang, Jheng-Long Wu
A population-based incremental learning approach with artificial immune system for network intrusion detection. Eng. Appl. Artif. Intell. 51 (2016)
Xiao-Yong Lu, Xiao-Qiang Chu, Meng-Hui Chen, Pei-Chann Chang, Shih-Hsin Chen
Artificial immune network with feature selection for bank term deposit recommendation. J. Intell. Inf. Syst. 47 (2) (2016)
Pei-Chann Chang, Jheng-Long Wu, Jyun-Jie Lin
A Takagi-Sugeno fuzzy model combined with a support vector regression for stock trading forecasting. Appl. Soft Comput. 38 (2016)
Rui Zhang, Raymond Chiong, Zbigniew Michalewicz, Pei-Chann Chang
Sustainable scheduling of manufacturing and transportation systems. Eur. J. Oper. Res. 248 (3) (2016)
Pei-Chann Chang, Jheng-Long Wu, Cheng-Chin Tsao, Chin-Yuan Fan
A Hybrid Model Combining SOMs with SVRs for Patent Quality Analysis and Classification. DMBD (2016)
Xiaosong Zhao, Chia-Yu Hsu, Pei-Chann Chang, Li Li
A genetic algorithm for the multi-objective optimization of mixed-model assembly line based on the mental workload. Eng. Appl. Artif. Intell. 47 (2016)
Pei-Chann Chang, Cheng-Hui Lin, Meng-Hui Chen
A Hybrid Course Recommendation System by Integrating Collaborative Filtering and Artificial Immune Systems. Algorithms 9 (3) (2016)
Jie Sun, Hui Li, Pei-Chann Chang, Kai-Yu He
The dynamic financial distress prediction method of EBW-VSTW-SVM. Enterp. Inf. Syst. 10 (6) (2016)
Jheng-Long Wu, Pei-Chann Chang, Cheng-Chin Tsao, Chin-Yuan Fan
A patent quality analysis and classification system using self-organizing maps with support vector machine. Appl. Soft Comput. 41 (2016)
Anurag Tiwari, Pei-Chann Chang, M. K. Tiwari, Rishabh Kandhway
A Hybrid Territory Defined evolutionary algorithm approach for closed loop green supply chain network design. Comput. Ind. Eng. 99 (2016)
Xiao-Yong Lu, Xiao-Qiang Chu, Meng-Hui Chen, Pei-Chann Chang
Data Analytics for Bank Term Deposit by Combining Artificial Immune Network and Collaborative Filtering. ASE BD&SI (2015)
Cheng-Chin Tsao, Chin-Yuan Fan, Pei-Chann Chang
A patent quality classification model based on artificial immune system. ASE BD&SI (2015)
Chin-Sheng Yang, Cheng-Hsiung Chen, Pei-Chann Chang
Harnessing consumer reviews for marketing intelligence: a domain-adapted sentiment classification approach. Inf. Syst. E Bus. Manag. 13 (3) (2015)
Jheng-Long Wu, Pei-Chann Chang
A Prediction System for Bike Sharing Using Artificial Immune System with Regression Trees. IIAI-AAI (2015)
Meng-Hui Chen, Chin-Hung Teng, Pei-Chann Chang
Applying artificial immune systems to collaborative filtering for movie recommendation. Adv. Eng. Informatics 29 (4) (2015)
Pei-Chann Chang, Jheng-Long Wu
A critical feature extraction by kernel PCA in stock trading model. Soft Comput. 19 (5) (2015)
Jie Sun, Hui Li, Pei-Chann Chang, Qing-Hua Huang
Dynamic credit scoring using B & B with incremental-SVM-ensemble. Kybernetes 44 (4) (2015)
Chia-Yu Hsu, Pei-Chann Chang, Meng-Hui Chen
A linkage mining in block-based evolutionary algorithm for permutation flowshop scheduling problem. Comput. Ind. Eng. 83 (2015)
Jheng-Long Wu, Liang-Chih Yu, Pei-Chann Chang
An intelligent stock trading system using comprehensive features. Appl. Soft Comput. 23 (2014)
Pei-Chann Chang, Meng-Hui Chen
A block based estimation of distribution algorithm using bivariate model for scheduling problems. Soft Comput. 18 (6) (2014)
Pei-Chann Chang, Jheng-Long Wu
The weighted Support Vector Machines for the stock turning point prediction. ISDA (2014)
Julia Tzu-Ya Weng, Yi-Cheng Chen, Pei-Chann Chang, Shin-Ping Huang, Yu-Wei Chiu
Comparative Analysis of 3D-Culture System for Murine Neonatal Heart Regeneration: A Systematic Approach for Big Gene Expression Data. PAKDD Workshops (2014)
Cheng-Chin Tsao, Pei-Shu Fan, Chin-Yuan Fan, Pei-Chann Chang
Innovation values in the radio frequency identification device industry. CSCWD (2014)
Julia Tzu-Ya Weng, Jyun-Jie Lin, Yi-Cheng Chen, Pei-Chann Chang
Myocardial Infarction Classification by Morphological Feature Extraction from Big 12-Lead ECG Data. PAKDD Workshops (2014)
Meng-Hui Chen, Pei-Chann Chang, Cheng-Hui Lin
A self-evolving artificial immune system II with T-cell and B-cell for permutation flow-shop problem. J. Intell. Manuf. 25 (6) (2014)
AlDen Chang, Jhen-Fu Liao, Pei-Chann Chang, Chin-Hung Teng, Meng-Hui Chen
Application of artificial immune systems combines collaborative filtering in movie recommendation system. CSCWD (2014)
T. Warren Liao, Pei-Chann Chang, R. J. Kuo, Ching-Jong Liao
A comparison of five hybrid metaheuristic algorithms for unrelated parallel-machine scheduling and inbound trucks sequencing in multi-door cross docking systems. Appl. Soft Comput. 21 (2014)
Di-di Wang, Pei-Chann Chang, Li Zhang, Jheng-Long Wu, Changle Zhou
The stability analysis for a novel feedback neural network with partial connection. Neurocomputing 116 (2013)
Liang-Chih Yu, Jheng-Long Wu, Pei-Chann Chang, Hsuan-Shou Chu
Using a contextual entropy model to expand emotion words and their intensity for the sentiment classification of stock market news. Knowl. Based Syst. 41 (2013)
Mohd. Arshad Naeem, Dean J. Dias, Rupak Tibrewal, Pei-Chann Chang, Manoj Kumar Tiwari
Production planning optimization for manufacturing and remanufacturing system in stochastic environment. J. Intell. Manuf. 24 (4) (2013)
Li Zhang, Weida Zhou, Pei-Chann Chang, Ji-Wen Yang, Fanzhang Li
Iterated time series prediction with multiple support vector regression models. Neurocomputing 99 (2013)
Pei-Chann Chang, Meng-Hui Chen, Manoj Kumar Tiwari, Ashif Sikandar Iquebal
A block-based evolutionary algorithm for flow-shop scheduling problem. Appl. Soft Comput. 13 (12) (2013)
Pei-Chann Chang, Jyun-Jie Lin, Chen-Hao Liu
An attribute weight assignment and particle swarm optimization algorithm for medical database classifications. Comput. Methods Programs Biomed. 107 (3) (2012)
Shih-Hsin Chen, Pei-Chann Chang, T. C. E. Cheng, Qingfu Zhang
A Self-guided Genetic Algorithm for permutation flowshop scheduling problems. Comput. Oper. Res. 39 (7) (2012)
T. Warren Liao, Pius J. Egbelu, Pei-Chann Chang
Two hybrid differential evolution algorithms for optimal inbound and outbound truck sequencing in cross docking operations. Appl. Soft Comput. 12 (11) (2012)
Pei-Chann Chang, Wei-Hsiu Huang, Zhenzhen Zhang
A Puzzle-Based Genetic Algorithm with Block Mining and Recombination Heuristic for the Traveling Salesman Problem. J. Comput. Sci. Technol. 27 (5) (2012)
Pei-Chann Chang, Jyun-Jie Lin, Wei-Yuan Dzan
Forecasting of manufacturing cost in mobile phone products by case-based reasoning and artificial neural network models. J. Intell. Manuf. 23 (3) (2012)
Pei-Chann Chang, Di-di Wang, Changle Zhou
A novel model by evolving partially connected neural network for stock price trend forecasting. Expert Syst. Appl. 39 (1) (2012)
Yuh-Min Chen, Min-Chih Chen, Pei-Chann Chang, Shih-Hsin Chen
Extended artificial chromosomes genetic algorithm for permutation flowshop scheduling problems. Comput. Ind. Eng. 62 (2) (2012)
Pei-Chann Chang, Jyun-Jie Lin, Jui-Chien Hsieh, Julia Tzu-Ya Weng
Myocardial infarction classification with multi-lead ECG using hidden Markov models and Gaussian mixture models. Appl. Soft Comput. 12 (10) (2012)
Pei-Chann Chang, Wei-Hsiu Huang, Ching-Jung Ting
Developing a varietal GA with ESMA strategy for solving the pick and place problem in printed circuit board assembly line. J. Intell. Manuf. 23 (5) (2012)
Li Zhang, Weida Zhou, Pei-Chann Chang, Jing Liu, Zhe Yan, Ting Wang, Fanzhang Li
Kernel Sparse Representation-Based Classifier. IEEE Trans. Signal Process. 60 (4) (2012)
Jheng-Long Wu, Liang-Chih Yu, Pei-Chann Chang
Detecting causality from online psychiatric texts using inter-sentential language patterns. BMC Medical Informatics Decis. Mak. 12 (2012)
Chin-Yuan Fan, Pei-Chann Chang, Jyun-Jie Lin, Jui-Chien C. Hsieh
A hybrid model combining case-based reasoning and fuzzy decision tree for medical data classification. Appl. Soft Comput. 11 (1) (2011)
Shih-Hsin Chen, Min-Chih Chen, Pei-Chann Chang, Yuh-Min Chen
EA/G-GA for Single Machine Scheduling Problems with Earliness/Tardiness Costs. Entropy 13 (6) (2011)
Pei-Chann Chang, Chin-Yuan Fan, Jun-Lin Lin
Trend discovery in financial time series data using a case based fuzzy decision tree. Expert Syst. Appl. 38 (5) (2011)
Li Zhang, Weida Zhou, Pei-Chann Chang
Generalized nonlinear discriminant analysis and its small sample size problems. Neurocomputing 74 (4) (2011)
V. Mani, Pei-Chann Chang, Shih-Hsin Chen
Single-machine scheduling with past-sequence-dependent setup times and learning effects: a parametric analysis. Int. J. Syst. Sci. 42 (12) (2011)
Di-di Wang, Pei-Chann Chang, Jheng-Long Wu, Changle Zhou
A Partially Connected Neural Evolutionary Network for Stock Price Index Forecasting. ICIC (3) (2011)
Pei-Chann Chang, Shih-Hsin Chen
Integrating dominance properties with genetic algorithms for parallel machine scheduling problems with setup times. Appl. Soft Comput. 11 (1) (2011)
Pei-Chann Chang, T. Warren Liao, Jyun-Jie Lin, Chin-Yuan Fan
A dynamic threshold decision system for stock trading signal detection. Appl. Soft Comput. 11 (5) (2011)
Yen-Wen Wang, Pei-Chann Chang, Chin-Yuan Fan, Chiung-Hua Huang
Database Classification by Integrating a Case-Based Reasoning and Support Vector Machine for Induction. J. Circuits Syst. Comput. 19 (1) (2010)
Pei-Chann Chang, Chin-Yuan Fan, Wei-Yuan Dzan
A CBR-based fuzzy decision tree approach for database classification. Expert Syst. Appl. 37 (1) (2010)
Shih-Hsin Chen, Min-Chih Chen, Pei-Chann Chang, Qingfu Zhang, Yuh-Min Chen
Guidelines for developing effective Estimation of Distribution Algorithms in solving single machine scheduling problems. Expert Syst. Appl. 37 (9) (2010)
Pei-Chann Chang, Shih-Hsin Chen, Chin-Yuan Fan, V. Mani
Generating artificial chromosomes with probability control in genetic algorithm for machine scheduling problems. Ann. Oper. Res. 180 (1) (2010)
Pei-Chann Chang, Wei-Hsiu Huang, Ching-Jung Ting
Dynamic diversity control in genetic algorithm for mining unsearched solution space in TSP problems. Expert Syst. Appl. 37 (3) (2010)
Jun-Lin Lin, Pei-Chann Chang, Julie Yu-Chih Liu, Tsung-Hsien Wen
Comparison of microaggregation approaches on anonymized data quality. Expert Syst. Appl. 37 (12) (2010)
Pei-Chann Chang, Jui-Chien Hsieh, Jyun-Jie Lin, Feng-Ming Yeh
Atrial Fibrillation Analysis Based on Blind Source Separation in 12-Lead ECG Data. ICMB (2010)
Jun-Lin Lin, Tsung-Hsien Wen, Jui-Chien Hsieh, Pei-Chann Chang
Density-based microaggregation for statistical disclosure control. Expert Syst. Appl. 37 (4) (2010)
Pei-Chann Chang, Shih-Hsin Chen, Chin-Yuan Fan
A hybrid electromagnetism-like algorithm for single machine scheduling problem. Expert Syst. Appl. 36 (2) (2009)
Pei-Chann Chang, Chi-Yang Tsai, Chiung-Hua Huang, Chin-Yuan Fan
Application of a Case Base Reasoning Based Support Vector Machine for Financial Time Series Data Forecasting. ICIC (2) (2009)
Wei-Hsiu Huang, Pei-Chann Chang, Ching-Jung Ting, Ling-Chun Wu, Hai-Wei Liao
A two-phase genetic-immune algorithm with improved survival strategy of lifespan for flow-shop scheduling problems. CISched (2009)
Pei-Chann Chang, Wei-Hsiu Huang, Ching-Jung Ting, Ling-Chun Wu, Chih-Ming Lai
A Hybrid Genetic-Immune Algorithm with Improved Offsprings and Elitist Antigen for Flow-Shop Scheduling Problems. HPCC (2009)
Pei-Chann Chang, Chin-Yuan Fan, Chen-Hao Liu, Yen-Wen Wang, Jyun-Jie Lin
Evolving Neural Network with Dynamic Time Warping and Piecewise Linear Representation System for Stock Trading Decision Making. CSIE (5) (2009)
Pei-Chann Chang, Jih-Chang Hsieh, Shih-Hsin Chen, Jun-Lin Lin, Wei-Hsiu Huang
Artificial chromosomes embedded in genetic algorithm for a chip resistor scheduling problem in minimizing the makespan. Expert Syst. Appl. 36 (3) (2009)
Julie Yu-Chih Liu, Pei-Chann Chang, Clark P. C. Yeh
Consistent data operations for multi-databases in extended possibility-based data models. Expert Syst. Appl. 36 (3) (2009)
Chien-Chang Chou, Pei-Chann Chang
A Fuzzy Multiple Criteria Decision Making Model for Selecting the Distribution Center Location in China: A Taiwanese Manufacturer's Perspective. HCI (9) (2009)
Pei-Chann Chang, Chen-Hao Liu, Chin-Yuan Fan
Data clustering and fuzzy neural network for sales forecasting: A case study in printed circuit board industry. Knowl. Based Syst. 22 (5) (2009)
Pei-Chann Chang, Chin-Yuan Fan, Yen-Wen Wang
Evolving CBR and data segmentation by SOM for flow time prediction in semiconductor manufacturing factory. J. Intell. Manuf. 20 (4) (2009)
Shih-Hsin Chen, Pei-Chann Chang, Min-Chih Chen, Yuh-Min Chen
A Self-guided genetic algorithm with dominance properties for single machine scheduling problems. CISched (2009)
V. Mani, Pei-Chann Chang, Shih-Hsin Chen
Bi-criteria single machine scheduling problem with a learning effect: Aneja-Nair method to obtain the set of optimal sequences. Comput. Math. Appl. 58 (1) (2009)
Pei-Chann Chang, Chin-Yuan Fan, Chen-Hao Liu
Integrating a Piecewise Linear Representation Method and a Neural Network Model for Stock Trading Points Prediction. IEEE Trans. Syst. Man Cybern. Part C 39 (1) (2009)
Jun-Lin Lin, Yan-Kuen Wu, Pei-Chann Chang
Minimizing a nonlinear function under a fuzzy max-t-norm relational equation constraint. Expert Syst. Appl. 36 (9) (2009)
Pei-Chann Chang, Wei-Hsiu Huang, Ching-Jung Ting, Wei-Je Chang
A Varietal Genetic Algorithm by External Self-Evolving Multiple-Archives for Combinatorial Optimization Problems. HPCC (2009)
K. Robert Lai, Chin-Yuan Fan, Wei-Hsiu Huang, Pei-Chann Chang
Evolving and clustering fuzzy decision tree for financial time series data forecasting. Expert Syst. Appl. 36 (2) (2009)
Pei-Chann Chang, Chen-Hao Liu, Jun-Lin Lin, Chin-Yuan Fan, Celeste See Pui Ng
A neural network with a case based dynamic window for stock trading prediction. Expert Syst. Appl. 36 (3) (2009)
Pei-Chann Chang, Chen-Hao Liu, Chin-Yuan Fan, Jun-Lin Lin, Chih-Ming Lai
An Ensemble of Neural Networks for Stock Trading Decision Making. ICIC (2) (2009)
Pei-Chann Chang, Shih-Hsin Chen
The development of a sub-population genetic algorithm II (SPGA II) for multi-objective combinatorial problems. Appl. Soft Comput. 9 (1) (2009)
Pei-Chann Chang, Chin-Yuan Fan, Jih-Chang Hsieh
A Weighted Evolving Fuzzy Neural Network for Electricity Demand Forecasting. ACIIDS (2009)
Shih-Hsin Chen, Pei-Chann Chang, Qingfu Zhang
A self-guided genetic algorithm for flowshop scheduling problems. IEEE Congress on Evolutionary Computation (2009)
Pei-Chann Chang, Jui-Chien Hsieh, Jyun-Jie Lin, Yen-Hung Chou, Chen-Hao Liu
A Hybrid System with Hidden Markov Models and Gaussian Mixture Models for Myocardial Infarction Classification with 12-Lead ECGs. HPCC (2009)
Pei-Chann Chang, Shih-Shin Chen, Chin-Yuan Fan
Mining gene structures to inject artificial chromosomes for genetic algorithm in single machine scheduling problems. Appl. Soft Comput. 8 (1) (2008)
Shih-Hsin Chen, Pei-Chann Chang, Qingfu Zhang
Self-Guided Genetic Algorithm. ICIC (2) (2008)
Pei-Chann Chang, Chin-Yuan Fan
A Hybrid System Integrating a Wavelet and TSK Fuzzy Rules for Stock Price Forecasting. IEEE Trans. Syst. Man Cybern. Part C 38 (6) (2008)
Pei-Chann Chang, Wei-Hsiu Huang, J. Y.-C. Liu, Cycer Chen, Ching-Jung Ting
Dynamic diversity control by injecting artificial chromosomes for solving TSP problems. IEEE Congress on Evolutionary Computation (2008)
Julie Yu-Chih Liu, Pei-Chann Chang
Constraints for data operations in extended possibility-based databases. IEEE Congress on Evolutionary Computation (2008)
Pei-Chann Chang, Shih-Hsin Chen, Qingfu Zhang, Jun-Lin Lin
MOEA/D for flowshop scheduling problems. IEEE Congress on Evolutionary Computation (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Pei-Chann Chang