Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
A1. Journal Papers:
My overall h-index=28, total number of citations=1931 and average cited number=16.23
on July 26, 2015 from WOS (ISI). Total number of SCI/SSCI papers 119 published from
1998-2014. There were 5 SCI papers published before 1998 and 7 SCI papers are accepted or
published on -line. The total number of SCI papers published will be 131 up to today.
Publications in Recent 5 Years
Submitted & Accepted:
1.
Anurag Tiwari, Pei-Chann Chang*, Gouthaman Elangovan, Sivachandra Prabhu
Annadurai (2015) “An Improved Evolutionary Approach to solve Prize Collecting
Vehicle Routing Problem” submitted to International Journal of Production Research.
(SCI, IF 1.477) 6/20, 2015
2.
Jheng-Long Wu, Pei-Chann Chang*; Cheng-Chin Tsao, Chin-Yuan Fan (2015) “A
patent quality analysis and classification system using self-organizing maps with support
vector machine” submitted to Applied Soft Computing. (SCI, IF 2.810)
3.
Xiao-Yong Lu, Xiao-Qiang Chu, Meng-Hui Chen, Pei-Chann Chang*; Jheng-Long Wu
(2015) “Artificial Immune Network with Feature Selection for Bank Term Deposit
Recommendation” submitted to Applied Soft Computing. (SCI, IF 2.810)
4.
Shuwei Jing, Zhanwen Niu, Pei-Chann Chang* (2015) “A fuzzy proximity approach
for management strategy selection in enterprise life cycles” submitted to Journal of
Intelligent Manufacturing,. (SCI, IF 1.731)
5.
Xiao-Yong Lu, Mu-Sheng Chen, Jheng-Long Wu, Pei-Chan Chang*, Meng-Hui Chen
(2015) “A novel ensemble decision tree based on under-sampling and clonal selection
for web spam detection” submitted to Pattern Analysis and Applications. (SCI, IF
0.742)
6.
Shuwei Jing, Zhanwen Niu, Pei-Chann Chang* (2015) “The application of VIKOR for
the tool selection in lean management” submitted to Journal of Intelligent
Manufacturing. (SCI, IF 1.731)
7.
Pei-Chann Chang*, Meng-Hui Chen (2015) “Application of a group recombination
evolutionary algorithm for vehicle routing problems” submitted to Computers &
Operations Research. (SCI, IF 1.909)
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Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
8.
Anurag Tiwari, Pei-Chann Chang*, Sivachandra Prabhu Annadurai, Gouthaman
Elangovan (2015) “A Hybrid Edge Recombination Approach to solve Raw Material
Collecting Vehicle Routing Problem” submitted to Computers & Industrial
Engineering. (SCI, IF 1.783)
9.
Pei-Chann Chang*, Jheng-Long Wu (2015) “A population-based incremental learning
approach with artificial immune system for network intrusion detection” submitted to
Engineering Applications of Artificial Intelligence. (SCI, IF 2.207)
10. Rui Zhang, Raymond Chiong, Zbigniew Michalewicz, Pei-Chann Chang (2015)
“Sustainable Scheduling of Manufacturing and Transportation Systems” European
Journal of Operational Research. (SCI, IF 2.038)
11. Anurag Tiwari, Pei-Chann Chang*, M.K. Tiwari, Rishabh Kandhway, (2015) “A
Hybrid Territory Defined Evolutionary Algorithm approach for Closed Loop Green
Supply chain Network Design” submitted to Computers & Industrial Engineering.
(SCI, IF 1.783)
12. Pei-Chann Chang, J. J. Lin, M. K. Tiwari and S. Deo (2015) “A Data Driven Model by
Integrating Support Vector Regression and Fuzzy Rules Based Systems for Stock
Turning Points Detection” submitted to The European Journal of Finance. (SSCI, IF
0.511)
13. Pei-Chann Chang, Jheng-Long Wu, Hui Li (2015) "The study of stock moving trend
prediction using the Evolving Weighted Support Vector Machines approach" submitted
to International Journal of Forecasting. (SCI, IF 1. 390)
14. Pei-Chann Chang, Cheng-Hui Lin, Meng-Hui Chen (2015) “An Intelligent Course
Recommendation System for College Students” submitted to Engineering Applications
of Artificial Intelligence. (SCI, IF 2.207)
15. Shih-Hsin Chen, Pei-Chann Chang, and Jheng-Long Wu (2015) “An Enhanced
Indicator Considering a Volume & Price Relationship for Stock Market Forecasting”
submitted to Romanian Journal of Economic Forecasting. (SSCI, IF 0.355) July, 14,
2015
Published:
1. Meng-Hui Chen, Shih-Hsin Chen, Pei-Chann Chang (2015) “Imperial competitive
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Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
algorithm with policy learning for the traveling salesman problem” accepted with
major revision by Soft Computing. (SCI, IF 1.271) 01/10, 2015
2. Pei-Chann Chang, Jheng-Long Wu and Jyun-Jie Lin (2015) “A Takagi-Sugeno
Fuzzy Model combined with a Support Vector Regression for Stock Trading
Forecasting” accepted with major revisions in Applied Soft Computing. (SCI, IF
2.810) June 28, 2014
3. Meng-Hui Chen, Chin-Hung Teng, Pei-Chann Chang, (2015) "Applying Artificial
Immune Systems to Collaborative Filtering for Movie Recommendation" on-line
available in Advanced Engineering Informatics. (SCI, IF 1.627)
4. Xiaosong Zhao, Chia-Yu Hsu, Pei-Chann Chang, Li Li (2015) “A Genetic Algorithm
for the Multi-Objective Optimization of Mixed-Model Assembly Line based on the
Mental Workload” on-line available Engineering Applications of Artificial
Intelligence. (SCI, IF 2.207)
5. Yang, C.S., Chen, C.H., and Pei-Chann Chang (2016) “Harnessing Consumer
Reviews for Marketing Intelligence: A Domain-Adapted Sentiment Classification
Approach” on-line available Information Systems and E-Business Management.
(SSCI, IF 0.385)
6. Jie Sun, Hui Li, Pei-Chann Chang (2015) “The dynamic financial distress prediction
method of EBW-VSTW-SVM with case studies” on-line available Enterprise
Information Systems (SCI, IF 9.256)
7. Hui Li, Jie Sun, Pei-Chann Chang (2015) “Dynamic credit scoring using B&B with
incremental-SVM ensemble” Kybernetes, 44(4), 518-535. (SCI, IF 0.429)
8. Alok Choudhary, Ravi Suman, Vijaya Dixit, M.K. Tiwari, Kiran Jude Fernandes,
Pei-Chann Chang (2015) “An optimization model for a monopolistic firm serving an
environmentally conscious market: Use of chemical reaction optimization algorithm”
International Journal of Production Economics, 164, 409-420. (SCI, IF 2.081)
9. Monoj K. Tiwari, Pei-Chann Chang, Alok K Choudhary (2015) “Carbon-efficient
Production, Supply Chains and Logistics” International Journal of Production
Economics, 164, 193-196. (SCI, IF 2.081)
10. Anurag Tiwari, Pei-Chann Chang* (2015) “A Block Recombination Approach to
Solve Green Vehicle Routing Problem” International Journal of Production
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Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
Economics, 164, 379-387. (SCI, IF 2.081)
11. Chia-Yu Hsu, Chin-Sheng Yang, Liang-Chih Yu, Chi-Fang Lin, Hsiu-Hsen Yao,
Duan-Yu Chen, K. Robert Lai, Pei-Chann Chang* (2015) “Development of a
Cloud-based Service Framework for Energy Conservation in a Sustainable Intelligent
Transportation System” International Journal of Production Economics, 164,
454-461. (SCI, IF 2.081)
12. Pei-Chann Chang*, Jheng-Long Wu (2015) “A Critical Feature Extraction by Kernel
PCA in Stock Trading Model”, Soft Computing, 19(5), 1393-1408. (SCI, IF 1.353)
Published on May, 2015
13. Chia-Yu Hsu, Pei-Chann Chang, Meng-Hui Chen (2015) “A linkage mining in
block-based evolutionary algorithm for permutation flow shop scheduling problem”
Computers & Industrial Engineering, 83,159-171. (SCI, IF 1.516)
14. Tiwari, Anurag, Chang, Pei-Chann*, Tiwari, Manoj K., Kollanoor, Nevin (2015) "A
Pareto Block Based Estimation and Distribution Algorithm for Multi Objective
Permutation Flow Shop Scheduling Problem" International Journal of Production
Research 53(3), 793-834. (SCI, IF 1.460)
15. Meng-Hui Chen, Pei-Chann Chang*, Chen-Hui Lin, (2014) “A Self-evolving
Artificial Immune System II with T-cell and B-cell for Permutation Flow-shop
Problem” Journal of Intelligent Manufacturing, 25(6), 1257-1270. (SCI, IF 1.731)
16. Jheng-Long Wu, Liang-Chih Yu, Pei-Chann Chang* (2014) “An Intelligent Stock
Trading System using Comprehensive Features” Applied Soft Computing, 23, 39–50
(SCI, IF 2.810) October, 2014
17. Liao, T. W., Chang, Pei-Chann, Kuo, R.J., Liao, C.J., (2014) “A Comparison of Five
Hybrid Metaheuristic Algorithms for Unrelated Parallel-Machine Scheduling and
Inbound Trucks Sequencing in Multi-door Cross Docking Systems” Applied Soft
Computing, 21(1), 180–193. (SCI, IF 2.810) June 28, 2014
18. Pei-Chann Chang* and Meng-Hui Chen (2014) “A Block Based Estimation of
Distribution Algorithm using Bivariate Model for Flow Shop Scheduling Problems”
Soft Computing, 18(6), 1177-1188. (SCI, IF 1.124) May 25, 2014
19. Pei-Chann Chang*, Meng-Hui Chen, Jheng-Long Wu, Manoj K. Tiwari, and Asif
Sikandar Iqueba, (2013) “A Block-based Evolutionary Algorithm for Flow-Shop
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Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
Scheduling Problem”, Applied Soft Computing, 13(12), 4536-4547. (SCI-235YM, IF
2.140)
20. Rui Zhang, Pei-Chann Chang, Cheng Wu (2013) “A hybrid genetic algorithm for the
job shop scheduling problem with practical considerations for manufacturing costs:
Investigations motivated by vehicle production” International Journal of Production
Economics, 145(1), 38-52. (SCI- 205UO, IF 2.081)
21. Naeem, M. A., Dias, D. J., Tibrewal, R., Chang, Pei-Chann and Tiwari, M. K. (2013)
“Production planning optimization in manufacturing and remanufacturing system in
stochastic environment” Journal of Intelligent Manufacturing, 24(4), 717–728. (SCI,
IF 1.278)
22. Hui Li, Jia Li, Pei-Chann Chang, Jie Sun (2013) “Parametric prediction on default
risk of Chinese listed tourism companies by using random oversampling, isomap, and
locally linear embeddings on imbalanced samples” International Journal of
Hospitality Management, 35, 141-151. (SSCI, IF 1.939) December, 2013
23. Didi Wang, Pei-Chann Chang*, Li Zhang, Jheng-Long Wu, Changle Zhou (2013)
“The stability analysis for a novel Feedback Neural Network with partial connection”
Neurocomputing, 116, 22-29. (SCI-172AI, IF 1.634) September, 2013
24. Pei-Chann Chang*, Chiung-Hua Huang and Chi-Yang Tsai (2013) “A Hybrid
System by the Integration of Case-Based Reasoning with Support Vector Machine for
Prediction of Financial Crisis” International Journal of Innovative Computing
Information and Control, 9(6), 2245-2260. (SCI, IF 1.664) June, 2013
25. Liang-Chih Yu, Jheng-Long Wu, Pei-Chann Chang*, Hsuan-Shou Chu (2013)
“Using a Contextual Entropy Model to Expand Emotion Words and their Intensity for
the Sentiment Classification of Stock Market News” Knowledge-Based Systems, 41,
89–97. (SCI-112HK, IF 4.104) March, 2013
26. Chen, Shih-Hsin, Chen, Min-Chih, Pei-Chann Chang*, V. Mani (2013)
“Multi-parents Crossover Operators: A New Approach Removes the Overlapping
Solutions for Sequencing Problems” Applied Mathematical Modeling 37(5),
2737-2746. (SCI- 114UT, IF 1.706) June 5, 2013
27. Liao, C.J., Gen, M., Tiwari, M.K., Chang, Pei-Chann* (2013) “Meta-heuristics for
manufacturing scheduling and logistics problems” International Journal of
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Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
Production Economics, 141(1), 1-3. (SCI- 060EP, IF 2.081) January, 2013.
28. Pei-Chann Chang*, Wei-Hsiu Huang, T.C.E. Cheng, Jheng-Long Wu (2013) “A
Block Mining and Recombination Enhanced Genetic Algorithm for Permutation Flow
shop Scheduling problems” International Journal of Production Economics, 141(1),
45-55. (SCI- 060EP, IF 2.081) January, 2013.
29. Liao, T. W., P. J. Egbelu, and Pei-Chann Chang* (2013) “Simultaneous Dock
Assignment and Sequencing of Inbound Trucks under a Fixed Outbound Truck
Schedule in Multi-Door Cross Docking Operations” International Journal of
Production Economics,141(1), 212-229. (SCI- 060EP, IF 2.081) January, 2013.
30. Zhang, Li, Wei-Da Zhou, Pei-Chann Chang (2013) “Iterated time series prediction
with multiple support vector regression models” Neurocomputing, 99(1), 411-422.
(SCI- 037TL, IF 1.634)
31. Wei-Hsiu Huang, Pei-Chann Chang*, Meng-Hiot Lim, Zhenzhen Zhang (2012)
“Memes Co-evolution Strategies for fast convergence in solving Single Machine
Scheduling Problems” International Journal of Production Research, 50(24),
7357-7377. (SCI- 030XU, IF 1.460) December 20, 2011
32. Anurag Tiwari, Pei-Chann Chang M. K. Tiwari (2012) “A highly optimized
tolerance based approach for multi stage multi product supply chain network design”
International Journal of Production Research, 50(19), 5430-5444. (SCI- 030UF, IF
1.460) October 24, 2011
33. Pei-Chann Chang*, Wei-Hsiu Huang, Ching-Jung Ting (2012) “Developing a
Varietal GA with ESMA Strategy via TSP Validation as a Sequence Approach of Pick
and Place in PCB Assembly Line,” Journal of Intelligent Manufacturing, 23(5),
1589-1602. (SCIE- 006LH, IF 1.278)
34. Liao, T. W., Pius J. Egbelu, Pei-Chann Chang (2012) “Two Hybrid Differential
Evolution Algorithms for Optimal Inbound and Outbound Truck Sequencing in Cross
Docking Operations” Applied Soft Computing Journal, 12(11), 3683-3697. (SCIE004FP, IF 2.140) December, 2012
35. Pei-Chann Chang*, Wei-Hsiu Huang, Zhenzhen Zhang (2012) “A puzzle-based
Artificial Chromosome Genetic Algorithm with Block Mining and Recombination
Heuristic for the Traveling Salesman Problem” Journal of Computer Science and
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Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
Technology, 27(5): 937-949. (SCI- 011VE, IF 0.477) September 2012
36. Jheng-Long Wu, Liang-Chih Yu and Pei-Chann Chang (2012) “Detecting Causality
from Online Psychiatric Texts Using Inter-Sentential Language Patterns” BMC
Medical Informatics and Decision Making, 2012, 12:72. (SCI- 009YG, IF 1.603)
September 18, 2012
37. Pei-Chann Chang*, Jyun-Jie Lin, Jui-Chien Hsieh, Julia Weng (2012) “Myocardial
Infarction Classification with 12-Lead ECGs Using Hidden Markov Models and
Gaussian Mixture Models” Applied Soft Computing, 12(10), 3165-3175. (SCIE983MA, IF 2.140) October, 2012
38. Pei-Chann Chang*, Jyun-Jie Lin, Chen-Hao Liu (2012) “Medical Data Base
Classifications using Case-Based Reasoning and Particle Swarm Optimization
models” Computer Methods and Programs in Biomedicine, 107(2012), 382-292.
(SCI- 983CI, IF 1.555) (July, 2012)
39. Chen-Hao Liu, Wei-Hsiu Huang, Pei-Chann Chang* (2012) “A Two-Stage AIS
Approach for Grid Scheduling Problems” International Journal of Production
Research, 50(10), 2665-2680. (SCI- 952WG, IF 1.460)
40. Jheng-Long Wu and Pei-Chann Chang* (2012) “A trend based segmentation method
and the Support Vector Regression for Financial Time Series Forecasting"
Mathematical Problems in Engineering Volume 2012 (2012), Article ID 615152, 20
pages. (SCIE- 954OP, IF 1.383)
41. Pei-Chann Chang*, Jyun-Jie Lin and Wei-Yuan Dzan (2012) “Forecasting of
Manufacturing Cost in Mobile Phone Products by Case-Based Reasoning and
Artificial Neural Network Models” Journal of Intelligent Manufacturing, 23(3),
517-531. (SCI- 943XM, IF 1.278))
42. Zhang, Li, Wei-Da Zhou, Pei-Chann Chang, Jing Liu, Zhe Yan, Ting Wang and
Fan-Zhang Li (2012) “Kernel Sparse Representation-Based Classifier” IEEE
Transactions on Signal Processing, 60(4), 1684-1695. (SCI- 906OL, IF 2.813) April,
2012
43. Chen, Shih-Hsin, Min-Chih Chen, Pei-Chann Chang* (2012) “Extended Artificial
Chromosomes Genetic Algorithm for Permutation Flowshop Scheduling problems”
Computers & Industrial Engineering, 62(2), 536-545. (SCI- 898OI, IF 1.516)
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Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
March, 2012
44. Shih-Hsin Chen, Pei-Chann Chang*, T.C.E. Cheng and, Qingfu Zhang (2012) “A
Self-Guided Genetic Algorithm for flowshop scheduling Problems” Computers &
Operations Research, 39(7), 1450-1457. (SCI- 868OP, IF 1.909)
45. Pei-Chann Chang*, DiDi Wang, Changle Zhou (2012) “A novel model by evolving
partially connected neural network for stock price trend forecasting” Expert Systems
with Applications, 39(1), 611-620. (SCI- 837PE, IF 1.854)
46. Jheng-Long Wu, Hsuan-Shuo Chu, Liang-Chih Yu, Pei-Chann Chang (2012)
“Sentiment Analysis of Stock News Using a PMI-Based Term Expansion Method”
ICIC Express Letters, 6(2), 491-496. (EI) February, 2012
47. V. Mani, Chang, Pei-Chann*, and S. H. Chen (2011), “Single machine scheduling
with past-sequence-dependent setup times and learning effect: A Parametric analysis”
International Journal of Systems Science, 42(12), 2097-2102. (SCI- 827XU, IF
1.305)
48. Jheng-Long Wu; Liang-Chih Yu; Pei-Chann Chang* (2011) “Emotion Classification
by Removal of the Overlap from Incremental Association Language Features”
Journal of the Chinese Institute of Engineers 34(7), 947-955. (SCI- 835XY, IF
0.237) October, 2011
49. Pei-Chann Chang*, Wei-Hsiu Huang, Ching-Jung Ting (2011) “A Hybrid
Genetic-Immune Algorithm with Improved Lifespan and Elite Antigen for Flow-shop
Scheduling Problems” International Journal of Production Research, 49(17),
5207-5230. (SCI- 886UX, IF 1.460) September 1, 2011
50. Liu, J.Y.-C., Lin, J.-J., Chang, Pei-Chann, (2011) “The identification of a
Takagi-Sugeno fuzzy model for stock trading forecasting” ICIC Express Letters,
5(8A), 2463-2369. (EI) August, 2011
51. Chen, Shih-Hsin, Min-Chih Chen, Pei-Chann Chang*, Yuh-Min Chen (2011)
"EA/G-GA for Single Machine Scheduling Problems" Entropy, 13(6), 1152-1169.
(SCI- 782QY, IF 1.347) June, 2011
52. Chang, Pei-Chann*, T. W. Liao, Jyun-Jie Lin and Chin-Yuan Fan (2011) ‘A
Dynamic Threshold Decision System for Stock Trading Signals Detection’ Applied
Soft Computing, 11(5), 3998-4010. (SCIE- 761FF, IF 2.140) July, 2011
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Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
53. Chang, Pei-Chann*, Shih-Hsin Chen, Ting Lie and Julie Yu-Chih Liu (2011) “A
Genetic Algorithm Enhanced by Dominance Properties for Single Machine
Scheduling Problems with Setup Costs” International Journal of Innovational
Computing Information and Control, 7(5A), 2323-2344. (SCI- 764AP, IF 2.140)
May
54. Chang, Pei-Chann*, C.Y. Fan, and J.L. Lin (2011) “Trend Mining by a Case Based
Fuzzy Decision Tree for Financial Time Series Data Forecasting” Expert Systems
with Applications, 38(5), 6070-6080. (SCI- 722GK, IF 1.854)
55. Zhang, Li, WeiDa Zhou, and Chang, Pei-Chann, (2011) “Generalized Nonlinear
Discriminant Analysis and Its Small Sample Size Problems” Neurocomputing, 74(4),
568-574. (SCI- 712WU, IF 1.634) Jan.
56. Chang, Pei-Chann*, C.Y. Fan and Jyun-Jie Lin, (2011) “A Weighted Evolving Fuzzy
Neural Network for Electricity Demand Forecasting” International Journal of
Electrical Power & Energy Systems, 33(1), 17-27. (SCI-673UR, IF 3.432) Jan.
57. Chin-Yuan Fan, Chang, Pei-Chann*, Jyun-Jie Lin and J.C. Hsieh (2011) "A hybrid
model combining Case-Based Reasoning and Fuzzy Decision Tree for Medical Data
Classification" Applied Soft Computing, 11(1), 632-644. (SCI-647BR, IF 2.140) Jan.
58. Chang, Pei-Chann and Shih-Hsin Chen, (2011) “Integrating Dominance Properties
with Genetic Algorithms for Parallel Machine Scheduling Problem with Setup Times”
Applied Soft Computing, 11(1), 1263-1274. (SCI-647BR, IF 2.140) Jan.
59. Chang, Pei-Chann, and Lin, Yi-Kuei (2010) “New challenges and opportunities in
flexible and robust supply chain forecasting systems” International Journal of
Production Economics, 128(2), 453-456. (SCI-689YR, IF 2.081) Dec.
60. Fan, Chin-Yuan, Fan, Pei-Shu, Chang, Pei-Chann (2010) “A system dynamics
modeling approach for a military weapon maintenance supply system” International
Journal of Production Economics, 128(2), 457-469. (SCI-689YR, IF 2.081) Dec.
61. Liao, T.W. and Chang, P.C. (2010) “Impacts of Forecast, Inventory Policy, and Lead
Time on Supply Chain Inventory – A Numerical Study” International Journal of
Production Economics, 128(2), 527-537. (SCI-689YR, IF 2.081) Dec.
62. Jun-Lin Lin, Pei-Chann Chang, Julie Yu-Chih Liu, Tsung-Hsien Wen, (2010)
“Comparison of micro aggregation approaches on anonymized data quality” Expert
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Systems with Applications, 37(12), 8161-8165. (SCI-643ZJ, IF 1.854) Dec.
63. Chang, Pei-Chann, Shih-Hsin Chen and Chin-Yuan Fan (2010) “Generating
Artificial Chromosomes with Probability Control in Genetic Algorithm for Machine
Scheduling
Problems”
Annals
of
Operations
Research,
180(1),
197-211.
(SCI-666BX, IF 1.029) October
64. Hsieh, Jui-Chien, Bo-Xuan Lin, Feng-Ren Wu., Pei-Chann Chang, Yi-Wei Tsuei,
Chung-Chi Yang (2010) “Ambulance 12-Lead Electrocardiography Transmission via
Cell Phone Technology to Cardiologists” Telemedicine and e-Health, 16(8), 910-915.
(SCI-666PD, IF 1.400) Oct.
65. Shih-Hsin Chen, Ming-Chih Chen, Chang, Pei-Chann, QingFu Zhang and Yuh-Ming
Chen (2010) “Some Guidelines for Estimation of Distribution Algorithm for Single
Machine Scheduling Problems” Expert Systems with Applications, 37(9), 6441-6451.
(SCI-606KT, IF 1.854) September
66. Wang, Y.W., Pei-Chann Chang, C.Y. Fan, and C.H. Huang (2010) “Data Base
Classification by integrating a case based reasoning and SVM for induction” Journal
of Circuits Systems and Computers, 19(1), 31-44. (SCI-560QF, IF 0.238)
67. V. Mani, Chang, Pei-Chann, and S. H. Chen (2010), “A Parametric analysis for
Single machine scheduling with past-sequence-dependent setup times,” International
Journal of Innovational Computing Information and Control, 6(3(A)), 1113-1122.
(SCI-571PW, IF 1.664)
68. Jun-Lin Lin, Tsung-Hsien Wen, Jui-Chien Hsieh, Pei-Chann Chang (2010)
“Density-Based Micro-aggregation for Statistical Disclosure Control” Expert Systems
with Applications, 37(4), 3256-3263. (SCI-551JB, IF 1.854)
69. Chang, Pei-Chann, Wei-Hsiu Huang, Ching-Jung Ting (2010) “Dynamic Diversity
Control in Genetic Algorithm for Mining Unsearched Solution Space in TSP
Problems”, Expert Systems with Applications, 37(3), 1863-1878. (SCI-533SY, IF
1.854)
70. Chang, Pei-Chann, Fan, C.Y. and Wei-Yuan Dzan (2010) “A CBR-Based Fuzzy
Decision Tree for Database Classifications” Expert Systems with Applications, 37(1),
214-225. (SCI-516VI, IF 1.854) January
71. Shih-Hsin Chen, Pei-Chann Chang, Qingfu Zhang and Chin-Bin Wang (2009) “A
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Pei-Chann Chang (Publication List)
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guided Memetic algorithm with probabilistic models” International Journal of
Innovational
Computing
Information
and
Control,
5(12(B)),
4753-4764.
(SCI-530CR, IF 1.664)
72. Lin, Jun-Lin, Yan-Kuen Wu, Pei-Chann Chang (2009) “Minimizing a nonlinear
function under a fuzzy max-t-norm relational equation constraint“ Expert Systems
with Applications 36(9), 11633-11640. (SCI-474GM, IF 1.854) November
73. Chang, Pei-Chann, Y.W. Wang and C.Y. Fan (2009) “Evolving CBR and Data
Segmentation by SOM for Flow Time Prediction in Semiconductor Manufacturing
Factory” Journal of Intelligent Manufacturing, 20(4), 421-429. (SCI-472BC, IF
1.278) August
74. Chang, Pei-Chann, C.H. Liu and Chin-Yuan Fan (2009) “Data Clustering and Fuzzy
Neural Network for Sales Forecasting in Printed Circuit Board Industry”
Knowledge-Based Systems, 22(5), 344-355.(SCI-468KV, IF 4.104) July
75. V. Mani, Chang, Pei-Chann and S.H. Chen, (2009) “Bi-criterion Single machine
scheduling problem with a learning effect: Aneja-Nair method to obtain the minimum
set of optimal sequences” Computers & Mathematics with Applications, 58(1), 39-47.
(SCI-459WK, IF 2.069) July
76. Wang, Y., Zhang, G., Chang, Pei-Chann, (2009) “Improved algorithm of
evolutionary programming and its application research on optimization of ordering
plan” System Engineering Theory and Practice, 29 (6), pp. 172-177. (EI)
77. Liu, Julie Yu-Chih and Chang, Pei-Chann (2009) “Consistent Data Operations for
Multi-databases in Extended Possibility-based Data Models” Expert Systems with
Applications, 36(3P1), 6174-6180. (SCI-413UD, IF 1.854)
78. Chang, Pei-Chann, C.H. Liu, Jun-Lin Lin, Chin-Yuan Fan and Celeste S.P. Ng (2009)
“A Case Based Dynamic Time Window Search to Assist the Neural Network for
Stock Trading Prediction” Expert Systems with Applications 36(3P2), 6889-6898.
(SCI-413UD, IF 1.854)
79. Chang, Pei-Chann, Jih-Chang Hsieh, Shih-Hsin Chen, Jun-Lin Lin and Wei-Hsiu
Huang (2009) “Artificial Chromosomes Embedded in Genetic Algorithm for a Chip
Resistor Scheduling Problem in Minimizing The Makespan” Expert Systems with
Applications 36(3P2), 7135-7141. (SCI-413UD, IF 1.854)
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Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
80. Chang, Pei-Chann, H.S. Chen and V. Mani (2009) “A note on Due-date assignment
and single machine scheduling with a learning/aging effect” International Journal of
Production Economics, 117(1), 142-149. (SCI-400TV, IF 2.081)
81. Chang, Pei-Chann, C.Y. Fan and C.H. Liu (2009) “Integrating a Piecewise Linear
Representation Method and a Neural Network Model for Stock Trading Points
Prediction” IEEE Transactions on systems man and cybernetics part C-Applications
& Reviews, 39(1), 80-92. (SCI-392UT, IF 2.548) January
82. Lai R. K., C.Y. Fan, W.H. Huang, and Chang, Pei-Chann (2009) “Evolving and
Clustering a Fuzzy Decision Tree on Financial Time Series Data” Expert Systems
with Applications, 36(2Part2), 3761-3773. (SCI-390QF, IF 1.854)
83. Chang,
Pei-Chann,
Chen,
S.H.,
and
C.Y.
Fan
(2009)
“A
hybrid
electromagnetism-like algorithm for single machine scheduling problem” Expert
Systems with Applications, 36(2Part1), 1259-1267. (SCI-390QE, IF 1.854)
84. Chang, Pei-Chann and S.H. Chen, (2009). “The development of a Sub-Population
Genetic Algorithm II (SPGAII) for the Multi-objective Combinatorial Problems”
Applied Soft Computing Journal, 9 (1), 173-181. (SCI-361UK, IF 2.140)
85. Chang, Pei-Chann, H.S. Chen and V. Mani (2009) “A hybrid genetic algorithm with
dominance properties for single machine scheduling with dependent penalties”
Applied Mathematical Modeling, 33(1), 579-596. (SCI-363LA, 1.579) January
86. Chang, Pei-Chann and C.Y. Fan (2008) “A hybrid system integrating a wavelet and
TSK fuzzy rules for stock price forecasting” IEEE Transactions on systems man and
cybernetics part C-Applications and Reviews, 38(6), pp. 802-815. (SCI-372KA, IF
2.548) November
87. Chang, Pei-Chann, Shih-Hsin Chen, Chin-Yuan Fan and Chen-Lung Chan (2008)
“Genetic Algorithm with Artificial Chromosomes for Multi-Objective Flow shop
Scheduling Problems” Applied Mathematics and Computation, 205(2), 550-561.
(SCI-364XW, IF 1.349)
88. Chou, Fuh-Der, Hui-Mei Wang, and Pei-Chann Chang (2008) “A simulated
annealing approach with probability matrix for semiconductor dynamic scheduling
problem” Expert Systems with Applications, 35(4), 1889-1898. (SCI-351OB, IF
1.854)
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89. Chang, Pei-Chann (2008). “The development of a Decision Support System for
Printed Circuit Board Industries in Taiwan” Engineering Science & Technology
Bulletin, NSC, Vol. 98, pp. 49-53. September
90. Chang, Pei-Chann, H.S. Chen and V. Mani (2008) “Parametric Analysis of
Bi-criterion Single Machine Scheduling with A Learning Effect” International
Journal of Innovational Computing Information and Control, 4(8), 2033-2043.
(SCI-337HY, IF 1.664) August
91. Chang, Pei-Chann; Chin-Yuan Fan, Julie Yu-Chin Liu and Wei-Hsiu Huang
(2008) ”Sales forecasting for thin film transistor liquid crystal display products with
data clustering and an evolving neural network model” Proceedings of the Institution
of Mechanical Engineers Part B-Journal of Engineering Manufacture, 222(5),
625-635. (SCI-327FG, IF 0.770)
92. Chang, Pei-Chann, L.Y. Chen, Chin-Yuan Fan (2008) “A Case-based Evolutionary
Model for Defect Feature Segmentation of Printed Circuit Board Images” Journal of
Intelligent Manufacturing 19(2), 203-214. (SCI-274AX, IF 1.278)
93. Chang, Pei-Chann, C.H. Liu and Robert K. Lai (2008) “A Fuzzy Case-Based
Reasoning Model for sales forecasting in Print Circuit Board industries” Expert
Systems with Applications, 34(3), 2049-2058. (SCI-262YB, IF 1.854)
94. Chang, Pei-Chann, Y.W. Wang and C.J. Ting (2008) "A Fuzzy Neural Network for
the Flow time Estimation in a Semiconductor Manufacturing Factory" International
Journal of Production Research, 46(4), 1017-1029. (SCI-250YS, IF 1.460)
95. Chang, Pei-Chann, C.H. Liu (2008) “A TSK type Fuzzy Rule Based System for
Stock Price Prediction” Expert Systems with Applications, 34(1), 135-144.
(SCI-222KP, IF 1.854)
96. Chang, Pei-Chann, Shih-Hsin Chen and Chin-Yuan Fan (2008) “Mining gene
structures to inject artificial chromosomes for genetic algorithm in single machine
scheduling problems” Applied Soft Computing Journal, 8(1), 767-777. (SCI-211FA,
IF 2.140)
97. Chang, Pei-Chann, S.H. Chen and C.H. Liu (2007) “Sub-Population Genetic
Algorithm with Mining Gene Structures for Flow Shop Scheduling Problems” Expert
Systems with Applications, 33(3), 762-771. (SCI-157XJ, IF 1.854)
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98. Chang, Pei-Chann, P.J. Wu and Chin-Yuan Fan (2007) “On the Establishment of the
Competitiveness Indices for Taiwan’s Department Stores” Journal of the Chinese
Institute of Industrial Engineering, 24(5), 414-427. (TSSCI, EI)
99. Chang, Pei-Chann, S. H. Chen, and V. Mani (2007) “Single Machine Scheduling
for Jobs with Individual Due Dates and a Learning effect: Genetic Algorithm
Approach” International Journal of Computational Science, 1(2), 215-223.
100. H.M. Wang, Chang, Pei-Chann and Chou, F.D. (2007) “A Hybrid Forward /
Backward Approach to Minimize Makespan for Single Batch Processor Scheduling
with Non-Identical Job Sizes” Journal of the Chinese Institute of Industrial
Engineering, Vol. 24, No.3, 191-199. (TSSCI,EI, Leading Article)
101. Chang, Pei-Chann, J.C. Hsieh and C.Y. Wang (2007) “Adaptive Multi-Objective
Genetic Algorithms for Scheduling to Drilling Operation of Printed Circuit Board
Industry” Applied Soft Computing Journal,7(3), 800-806. (SCI-157UU, IF 2.140)
102. Chang, Pei-Chann and L.Y. Chen (2007) “A Hybrid Regulation Model by
Evolving CBR with GA for Twin Laser Measuring System” International Journal of
Advanced Manufacturing Technology, 31(11/12), 1156-1168. (SCI-138AT, IF
1.205)
103. Chang, Pei-Chann, Y.W. Wang and C.H. Liu (2007) “The Development of a
Weighted Evolving Fuzzy Neural Network for PCB Sales Forecasting” Expert
Systems with Applications, 32(1), 86-96. (SCI-116XK , IF 1.854)
104. P.L. Hsu, C.I. Hsu, Chang, Pei-Chann and Chiu, C.C. (2006) “Regression Trees
Approach for Flow-Time Prediction in Wafer Manufacturing Processes using
Constraint-Based Genetic Algorithm” International Journal of Production Research,
Vol. 44(24), 5327–5341. (SCI-119FT, IF 1.460)
105. Chang, Pei-Chann, C. Y. Lai and K. Robert Lai (2006) “A Hybrid System by
Evolving Case-based Reasoning with Genetic Algorithm in Wholesaler’s Returning
Book Forecasting” Decision Support Systems, Vol. 42(3) pp. 1715-1729.
(SCI-109KL, IF 2.201)
106. Chang, Pei-Chann, C.H. Liu and Y.W. Wang (2006) “A Hybrid Model by
Clustering and Evolving Fuzzy Rules for Sale Forecasting in Printed Circuit Board
Industry” Decision Support Systems, Vol. 42(3) pp. 1254-1269. (SCI-109KL, IF
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2.201)
107. Chou, F.D., Chang, Pei-Chann and H.M. Wang (2006) “A Hybrid Genetic
Algorithm to Minimize Makespan for the Single Batch Machine Dynamic Scheduling
Problem” International Journal of Advanced Manufacturing Technology, 31(3-4),
350-359. (SCI-120RM, IF 1.205)
108. Chang, Pei-Chann, J.C. Hsieh and C.H. Liu (2006) “A Case-Injected Genetic
Algorithm for Single Machine Scheduling Problems with Release Time”
International Journal of Production Economics, 103(2), pp.551-564. (SCI-069VW,
IF 2.081)
109. Chang, Pei-Chann, L.Y. Chen and C.H. Liu (2006) “An Evolutionary Regulation
Algorithm for the Twin Laser Measuring System” Journal of Intelligent
Manufacturing 17(5) 545-556. (SCI-092QV, IF 1.278)
110. Chang, Pei-Chann, C.H. Liu and Y.W. Wang (2006) “The Application of
Information Technology in Just-In-Time Delivery: Case Example in Taiwan Auto
Parts Industries” Journal of TsingHua University (Sci & Tech), 46(S1),
pp.1143-1149. (EI)
111. T. Warren Liao, Chi-fen Ting, and Pei-Chann Chang (2006) “An Adaptive
Genetic Clustering Method for Exploratory Mining of Feature Vector” International
Journal of Production Research, 44(14), 2731-2748, July. (SCI-056DY, IF 1.460)
112. Chang, Pei-Chann and Y.W. Wang (2006) “Fuzzy Delphi and Back-Propagation
Model for sales forecasting in PCB Industry” Expert Systems with Applications, 30(4),
715-726. (SCI-022IH, IF 1.854)
113. Chang, Pei-Chann and T. Warren Liao (2006), "Combing SOM and Fuzzy Rule
Base for Flow Time Prediction in Semiconductor Manufacturing Factory," Applied
Soft Computing, 6(2) 198-206. (SCI-009YV, IF 2.140)
114. Chang, Pei-Chann and Hsieh, J. C. (2005) "An Investigation of Practical Paper
Cutting Problem using Dynamic Programming and Heuristic Approaches” Journal of
the Chinese Institute of Industrial Engineering, 22(6), 463-472. (EI, TSSCI)
115. Chang, Pei-Chann, Hsieh, J. C. and T. Warren Liao (2005), "Evolving Fuzzy
Rules for due-date assignment problem in Semiconductor manufacturing factory,"
Journal of Intelligent Manufacturing, 16(5) 549-557. (SCI-948NW, IF 1.278)
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116. Chang, Pei-Chann, S.H. Chen and K.L. Lin (2005)” Two Phase Sub-Population
Genetic Algorithm for Parallel Machine Scheduling problem” Expert Systems with
Applications, 29(3) 705-712. (SCI-961JW, IF 1.854)
117. Chang, Pei-Chann and C.Y. Lai (2005), "A Hybrid System Combining
Self-Organizing Maps with Case-Based Reasoning in Wholesaler’s New-release Book
Forecasting” Expert Systems with Applications, 29(1) 183-192. (SCI-922MZ, IF
1.854)
118. Chang, Pei-Chann, Y.W. Wang and C.Y. Tsai (2005), "Evolving Neural Network
for Printed Circuit Board Sales” Expert Systems with Applications, 29(1) 83-92.
(SCI-922MZ, IF 1.854)
119. Chang, Pei-Chann, Y.K. Chung and Hsieh, J.C. (2004), "On single-machine
scheduling with release times to minimize total weighted completion time" Journal of
the Chinese Institute of Industrial Engineering, 21(6), pp. 567-575. (EI, TSSCI)
120. Chang, Pei-Chann, Wang, Y. W. and W. N. Yang (2004), “An Investigation of the
Hybrid Forecasting Models for Stock Price Variation in Taiwan,” Journal of the
Chinese Institute of Industrial Engineering, 21(4), pp.358-368. (EI, TSSCI in
Chinese)
121. Chang, Pei-Chann, and Wang, H.M. (2004), "A heuristic for batch processing
machine scheduled to minimize total completion time with non-identical job size,"
International Journal of Advanced Manufacturing Technology, Vol. 24(7-8), pp.
615-620. (SCI-868EA, IF 1.205)
122. Tsai, C.Y., Chang, Pei-Chann, and Wang, S.J. (2003),"Applying Association-Rule
Techniques and Artificial Neural Networks to Product Development," Journal of the
Chinese Institute of Industrial Engineering, Vol. 20, No. 2., pp. 101-112. (EI,
TSSCI in Chinese)
123. Liao, T. W., Triantaphyllou, E., and Chang, Pei-Chann (2003), "Detection of
Welding Flaws with MLP Neural Networks and Case Based Reasoning",
International Journal of Intelligent Automation and Soft Computing, Vol. 9, No. 4,
pp. 259-267. (SCI-748VX, IF 0.224)
124. Chang, Pei-Chann, Hsieh, J.C. and Wang, Y.W. (2003), "Genetic Algorithms
Applied in BOPP Film Scheduling Problems: minimizing total absolute deviation and
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更新日期: 2015 年 3 月 7 日
setup times," Applied Soft Computing, Vol. 3, no. 2, pp. 139-148.
125. Chang, Pei-Chann and Hsieh, J.C. (2003),"A Neural-Network Approach for
Due-Date Assignment in a Wafer Fabrication Factory," International Journal of
Industrial Engineering-Theory Applications and Practice, Vol. 10, pp. 55-61.
(SCI-672CW, IF 0.284)
126. Chiu, C., Chang, Pei-Chann, and Chiu, Nan-Hsing (2003), "A case-based expert
support system for due-date assignment in a wafer fabrication factory," Journal of
Intelligent Manufacturing, Vol. 14, pp. 287-296. (SCI-699DQ, IF 1.278)
127. Liao, T. Warren, Klein, Cerry M. and Chang, Pei-Chann (2003), “Special issue on
“Soft Computing in Manufacturing Enterprise Systems”, Applied Soft Computing,
Vol. 2, No. 3, 154-155.
128. Hsieh, J.C., Chang, Pei-Chann and Hsu, L.C. (2003), "Scheduling of Drilling
Operations in Printed-Circuit-Board Factory." Computers and Industrial Engineering,
Vol.44, No. 3, pp. 461-473. (SCI-640HW, IF 1.589)
129. Chang, Pei-Chann, Hsieh, J.C. and Lin, S.G. (2002), " The Development of
Gradual Priority Weighting Approach for the Multi-Objective Flow shop Scheduling
Problem," International Journal of Production Economics, Vol. 79, No. 3, pp.
171-183. (SCI-600XC, IF 2.081)
130. Chang, Pei-Chann, Tsai, Chieh-Yuan, and Hsieh, Jih-Chang (2002), "Application
of data mining to customer relationship management - the case of cosmetics," Journal
of the Chinese Institute of Industrial Engineering, Vol. 19, No. 6, pp. 45-59. (EI,
TSSCI in Chinese)
131. Chang, Pei-Chann, Hsieh, J.C. and Hsiao, C.H. (2002), "Application of genetic
algorithm to the unrelated parallel machine problem scheduling," Journal of the
Chinese Institute of Industrial Engineering, Vol.19, No.2, pp.79-95. (EI, TSSCI in
Chinese)
132. Su, L.H. and Chang, Pei-Chann (2001),”Scheduling n jobs on one machine to
minimize the maximum lateness with a minimum number of tardy jobs,” Computers
and Industrial Engineering, Vol.40, No.4, pp.349-360. (SCI-467PR, IF 1.589)
133. Chang, Pei-Chann and Su, L.H. (1999),”A Reactive Rescheduling Procedure for
Dynamic Job Shop Scheduling Problems,” Journal of the Chinese Institute of
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Industrial Engineers, Vol. 16, No. 3, pp. 345-352. (EI, TSSCI in Chinese)
134. Chang, Pei-Chann (1999),“The Investigation of Order Picking Problems in Dual
Carousel Systems,” Journal of the Chinese Institute of Industrial Engineers, Vol. 16,
No. 4, pp. 433-441. (EI, TSSCI in Chinese)
135. Chang, Pei-Chann, (1999),"A Branch and Bound Approach for Single Machine
Scheduling with Earliness and Tardiness Penalties," Computers & Mathematics with
Applications, Vol. 37, pp. 133-144. (SCI-191UP, IF 2.069)
136. Su, L.H. and Chang, Pei-Chann (1998),”A Heuristic to Minimize A Quadratic
Function of Job Lateness on A Single Machine,” International Journal of Production
Economics, Vol. 55, No. 2, pp. 169-175. (SCI-101MJ, IF 2.081)
137. Su, L.H., Chang, Pei-Chann and E.S. Lee (1998), “A Heuristic for Scheduling
General Job Shops to Minimize Maximum Lateness,” Mathematical and Computer
Modeling, Vol. 27, No. 1, pp. 1-15. (SCI-YU234, IF 1.346, Leading Article)
138. Chang, Pei-Chann (1995),”The Application of Group Coloring in Examination
Timetabling Problem,”
Journal of the Chinese Institute of Industrial Engineers,
Vol. 12, No. 2, pp. 81-88. (EI, TSSCI in Chinese)
139. Chang, Pei-Chann (1995),"Development of Different Lower Bounds for Group
Scheduling Problem on Flow Shop," Journal of the Chinese Institute of Industrial
Engineers, Vol. 12, No. 1, pp. 15-23. (EI, TSSCI in Chinese)
140. Chang, Pei-Chann (1994),"A Practical Approach for Parts Scheduling with
Alternative Process Plans in Automated Manufacturing Systems," Computers &
Mathematics with Applications, Vol. 28, No. 9, pp. 55-65. (SCI, IF 2.069)
141. Chang, Pei-Chann and Hsu, R.C. (1994),"A Simulated Annealing Approach to
Parallel Processor Scheduling Problems," Journal of the Chinese Institute of
Engineers, Vol. 17, No. 4, pp. 485-497. (SCI, IF 0.237)
142. Chang, Pei-Chann and Jiang, Y.S. (1994),"A State-Space Search Approach for
Parallel Processor Scheduling Problems with Arbitrary Precedence Relations,"
European Journal of Operational Research, Vol. 77, No. 2, pp. 208-223. (SCI, IF
2.038)
143. Wu, S.D., Storer, R.H. and Chang, Pei-Chann (1993),"One Machine Rescheduling
Heuristic With Efficiency and Stability as Criteria," Computers & Operations
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Research, Vol. 20, No. 1, pp. 1-14. (SCI, IF 1.909, Leading Article)
144. Chang, Pei-Chann and Lee, H.C. (1992),"A Greedy Heuristic for Bi-criterion
Single Machine Scheduling Problems," Computers & Industrial Engineering, Vol.
22, No. 2, pp. 121-131. (SCI, IF 1.516)
145. Chang, Pei-Chann and Lee, H.C. (1992),"A Two Phase Approach for Single
Machine Scheduling : Minimizing the Total Absolute Deviation," Journal of the
Chinese Institute of Engineers, Vol. 15, No. 6, pp. 735-742. (SCI, IF 0.237)
146. Chang, Pei-Chann and Wu, S.D. (1991),"A Multi-objective Job Shop
Rescheduling Algorithm for Maintaining Efficiency and Stability of the Production
Systems," Journal of the Chinese Institute of Industrial Engineers,” Vol. 8, No. 1,
pp. 1-12. (EI, TSSCI, Leading Article)
Lecture Notes by Springer-Verlag
147. Chien-Chang Chou and Pei-Chann Chang (2009) “A Fuzzy Multiple Criteria
Decision Making Model for Selecting the Distribution Center Location in China: A
Taiwanese Manufacturer’s Perspective” Lecture Notes in Computer Science 5618,
140-148, Springer-Verlag.( San Diego, CA, USA, July 19-24, 2009)
148. Chen, S.-H., Chang, Pei-Chann, Zhang, Q. (2008) “Self-Guided genetic
algorithm” Lecture Notes in Computer Science 5227, 292-299, Springer-Verlag.
149. Chen, S.-H., Chang, Pei-Chann, Chan, C.-L., Mani, V. (2007) “A hybrid
electromagnetism-like algorithm for single machine scheduling problem” Lecture
Notes in Artificial Intelligence 4682, 543-552, Springer-Verlag.
150. Chang, Pei-Chann, Shih Hsin Chen and Jih-Chang Hsieh (2006), “A Global
Archive with Adaptive Strategy for Sub-population Genetic Algorithm in
Multiobjective Parallel-machine Scheduling Problems” Lecture Notes in Computer
Science 4221, 730-739, Springer-Verlag. (SCI-BFH67, IF 0.515)
151. Chang, Pei-Chann, Jih-Chang Hsieh, Chia-Hsuan Yeh and Chen-Hao Liu (2006),
“A Case Based Seat Allocation System for Airline Revenue Management” Lecture
Notes in Computer Science 4113, pp.1003-1011, Springer-Verlag. (SCI-E, IF 0.515)
152. Chang, Pei-Chann, Yen-Wen Wang and Chen-Hao Liu (2006), “Combining SOM
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and GA-CBR for Flow Time Prediction in Semiconductor Manufacturing Factory”
Lecture Notes in Computer Science 4259; 767-775, Springer-Verlag. (SCI-BCN43,
IF 0.515)
153. Chang, Pei-Chann, Chen-Hao Liu, Chia-Hsuan Yeh and Shih Hsin Chen (2006),
“The Development of a Weighted Evolving Fuzzy Neural Netwrok” Lecture Notes in
Artificial Intelligence 4114, pp.212-221, Springer-Verlag. (SCI-BEY13, IF 0.515)
154. Chang, Pei-Chann, Y.W. Wang, C.J. Ting, C.Y. Lai and C.H. Liu
(2005),”Evolving Case-Based Reasoning with Genetic Algorithm in wholesaler’s
returning book forecasting” Lecture Notes in Computer Science 3612, pp. 205-214,
Springer-Verlag. (SCI-BDA32, IF 0.515)
155. Chang, Pei-Chann, Y.W. Wang and C.H. Liu (2005) “Fuzzy Back-Propagation
Network for PCB sales forecasting” Lecture Notes in Computer Science 3610, pp.
364-373, Springer-Verlag. (SCI-BDA22, IF 0.515)
156. Chang, Pei-Chann, Y.W. Wang and C.H. Liu (2005) “New Operators for Faster
Convergence and Better Solution Quality in Modified Genetic Algorithm” Lecture
Notes in Computer Science 3611, pp. 983-991, Springer-Verlag. (SCI-BDA23, IF
0.515)
157. Chang, Pei-Chann and K. R. Lai (2005), “Combining SOM and Fuzzy Rule Base
for Sale Forecasting in Printed Circuit Board Industry” Lecture Notes in Computer
Science 3498, pp. 947-954, Springer-Verlag. (SCI- BCN43, IF 0.515)
158. Chen, C. H., C. J. Ting, Chang, Pei-Chann (2005)” Applying a Hybrid Ant Colony
System to the Vehicle Routing Problem” Lecture Notes in Computer Science 3483,
pp. 417-426, Springer-Verlag. (SCI-BCJ35, IF 0.515)
159. Chang, Pei-Chann, Chen, Y.S. and H.M. Wang (2005) "Dynamic Scheduling
Problems of Batch Processing Machine in Semiconductor manufacturing factory,"
Lecture Notes in Computer Science 3483, pp. 172-181, Springer-Verlag. (SCI-BCJ35,
IF 0.515)
160. Chang, Pei-Chann, Hsieh, J.C. and Liao, T.W. (2001),"A Case Based Reasoning
Approach for Due-Date Assignment in a Wafer Fabrication Factory," Lecture Notes
in Computer Science 2080 pp. 648-659., Springer-Verlag. (SCI-BU09U, IF 0.446)
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B. Book Chapters:
161. Chang, Pei-Chann and Y.W. Wang (2008)”Using Soft Computing Methods for
Time Series Forecasting” Recent Advances in Data Mining of Enterprise Data:
Algorithms and Applications edited by T Warren Liao & Evangelos Triantaphyllou,
World Scientific, pp. 189-246.
162. Chang, Pei-Chann, J.C. Hsieh, and Y.W. Wang (2004)”Genetic Algorithm and
Case-Based Reasoning Applied in Production Scheduling” Studies in Fuzziness and
Soft Computing: Knowledge Incorporation in Evolutionary Computation edited by
Y.C. Jin, Springer, pp. 215-236.
163. Chang, Pei-Chann, Wu, S. D. and Storer, R. H.,(1991),"A Rescheduling Procedure
for Manufacturing Systems Under Random Disruptions" New Directions for
Operations Research in Manufacturing edited by G. Fandel, T. Gulledge, A. Jones,
Springer, pp. 149-160.
C. 專書 Books
164. 張 百 棧 (Chang, P.C.) 著 ， 生 產 與 作 業 管 理 (Production and Operation
Control) ，三民書局，2006 年 7 月初版。
165. 張百棧 (Chang, P.C.) 著，系統分析與設計 (System Analysis and Design) ，
五南出版社，2002 年 4 月二版。
166. 張百棧 (Chang, P.C.) 著，生產管理 (Production Planning and Control) ，華
泰書局，1996 年 7 月初版。
D. 專利 Patents
167. 張百棧 (Chang, P. C.)，應用資料挖掘於顧客關係管理之方法，中華民國發明
專利，發明第 220723 號，2004 年 9 月 1 日
168. 張百棧 (Chang, P. C.)，平行機台之排程方法，中華民國發明專利，發明第
201152 號，2004 年 8 月 27 日。
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E. Conference Papers:
1. Wei-Hsiu Huang, Pei-Chann Chang, and Lien-Chun Wang, “A Fast Block-based
Evolutional Algorithm for Combinatorial Problems,” Proceedings of the International
Conference on Electrical, Computer, Electronics and Communication Engineering
(ICECECE 2012), pp.1252-1258, Tokyo, Japan, 2012/05.
2. Meng-Hui Chen, Pei-Chann Chang, and Wei-Hsiu Huang, “The Design of
Self-evolving Artificial Immune System II for Permutation Flow-shop Problem,”
Proceedings of the International Conference on Electrical, Computer, Electronics and
Communication Engineering (ICECECE 2012), pp.834-838, Tokyo, Japan, 2012/05.
3. Chia-Yu Hsu, Julaimin Goh, and Pei-Chann Chang, “Development of Decision
Support System for House Evaluation and Purchasing,” Proceedings of the
International Conference on Electrical, Computer, Electronics and Communication
Engineering (ICECECE 2012), pp. 592-597, Tokyo, Japan, 2012/05.
4. Jheng-Long Wu, Pei-Chann Chang, and Hsuan-Ming Chen, “Combine a
Population-based Incremental Learning with Artificial Immune System for Intrusion
Detection,” Proceedings of the International Conference on Electrical, Computer,
Electronics and Communication Engineering (ICECECE 2012), pp. 736-741, Tokyo,
Japan, 2012/05.
5. Jheng-Long Wu, Pei-Chann Chang, and Yi-Fang Pan, “Building a Trend Based
Segmentation Method with SVR Model for Stock Turning Detection,” Proceedings of
the International Conference on Electrical, Computer, Electronics and Communication
Engineering (ICECECE 2012), pp. 731-735, Tokyo, Japan, 2012/05.
6. Zhen-Zhen Zhang, Wei-Hsiu Huang, Jyun-Jie Lin, Pei-Chann Chang and
Jheng-Long Wu, “A Puzzle-Based Artificial Chromosome Genetic Algorithm for the
Traveling Salesman Problem,” Proceedings of the 2011 Conference on Technologies
and Applications of Artificial Intelligence, Taoyuan, Taiwan, 2011/11.
7. Didi Wang, Pei-Chann Chang, Jheng-Long Wu, and Changle Zhou, “A Partially
Connected Neural Evolutionary Network for Stock Price Index Forecasting,”
Proceedings of the 7th International Conference on Intelligent Computing (ICIC 2011),
pp. 14-19, Zhengzhou, China, 2011/08.
第 22 頁 / 共 36 頁
Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
8. Wei-Hsiu Huang, Pei-Chann Chang, Chun-Yin Kuo, Lin Hsu, and Meng-Huei Chen,
“Sub-population Genetic Algorithm II for Mulit-objective Parallel Machine
Scheduling Problems,” Proceedings of the 2011 3rd International Conference on
Computer Engineering and Technology (ICCET 2011), pp. 197-202, Kuala Lumpur,
Malaysia, 2011/6.
9. Pei-Chann Chang, Jyun-Jie Lin, and Yi-Chan Wu, “Myocardial Infarction
Classification Using Polynomial Approximation and Principal Component Analysis,”
Proceedings of the 2011 3rd International Conference on Computer Engineering and
Technology (ICCET 2011), pp. 191-196, Kuala Lumpur, Malaysia, 2011/6.
10. Jheng-Long Wu, Pei-Chann Chang, Kai-Ting Chang and Li Zhang, “A Collaborative
Trading Model by Support Vector Regression and TS Fuzzy Rule for Daily Stock
Turning Points Detection,” Proceedings of the 2011 3rd International Conference on
Computer Engineering and Technology (ICCET 2011), pp. 185-190, Kuala Lumpur,
Malaysia, 2011/6.
11. Zhen-Zhen Zhang, Pei-Chann Chang, Wei-Hsiu Huang, Jheng-Long Wu and Lin
Hsu, “Linkage Learning by Block Mining in Genetic Algorithm for Permutation
Flow-shop Scheduling Problems,” Proceedings of the 2011 3rd International
Conference on Computer Engineering and Technology (ICCET 2011), pp. 203-208,
Kuala Lumpur, Malaysia, 2011/06.
12. Kai-Tao Yang, Jyun-Jie Lin, Pei-Chann Chang, Shao-Zi Li, Jheng-Long Wu and
Yi-Chan Wu, “A New Method based on Discrete Cosine Transform for Removal of
ECG Baseline Wander,” Proceedings of the 2011 3rd International Conference on
Computer Engineering and Technology (ICCET 2011), pp. 209-214, Kuala Lumpur,
Malaysia, 2011/06.
13. Didi Wang, Changle Zhou, Pei-Chann Chang, Wei-Hsiu Huang, Jheng-Long Wu and
Kai-Ting Chang, “Stability Analysis of a Partially Connected Feedback Neural
Network,” Proceedings of the 2011 3rd International Conference on Computer
Engineering and Technology (ICCET 2011), pp. 245-250, Kuala Lumpur, Malaysia,
2011/06.
14. Jheng-Long Wu, Shih-Ling Chang , Liang-Chih Yu and Pei-Chann Chang, “Using
Inter-Sentential Language Patterns for Causality Identification from Emotion Texts,”
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Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
Proceedings of the 2010 2nd International Conference on Information and Multimedia
Technology (ICIMT 2010), vol. 2, pp.57-61, Hong-Kong, December, 2010/12.
15. Pei-Chann Chang, Jui-Chien Hsieh, Jyun-Jie Lin, and Feng-Ming Yeh,"Atrial
Fibrillation Analysis Based on Blind Source Separation in 12-lead ECG,"ICMB
International Conference on Medical Biometrics 2010, pp.286-295,2010/06
16. Pei-Chann Chang, Wei-Hsiu Huang, Ching-Jung Ting, Hwei-Wen Luo, and Yu-Peng
Yu,"Self-evolving Artificial Immune System via Developing T and B Cell for
Permutation Flow-shop Scheduling Problems," International Conference on Computer,
Electrical, and Systems Science, and Engineering (ICCESSE-10), pp.632-638,
2010/05
17. Pei-Chann Chang, Jui-Chien hsieh, Jyun-Jie Lin, and Feng-Ming Yeh, "Atrial
Fibrillation Analysis Based on Blind Source Separation in 12-lead ECG Data,"
International Conference on Computer, Electrical, and Systems Science, and
Engineering (ICCESSE-10), pp.628-631, 2010/05
18. Jheng-Long Wu, Pei-Chann Chang, Shih-Ling Chang, Liang-Chih Yu, Jui-Feng Yeh,
and Chin-Sheng Yang, "Emotion Classification by Incremental Association Language
Features," The International Conference on Computer, Electrical, and Systems
Science, and Engineering, 2010/05
19. Pei-Chann Chang, 黃偉修, 林俊杰, and 吳政隆,"結合外部自我演化機制改善基
因 演 算 法 求 解 旅 行 者 問 題 ,"Conference of Chinese Institute of Industrial
Engineers ,2009/12
20. Pei-Chann Chang, Wei-Hsiu Huang, Ching-Jung Ting, Ling-Chun Wu (2009) “A
Hybrid Genetic-Immune Algorithm with Improved Offsprings and Elitist Antigen for
Flow-shop Scheduling Problems” The 11th IEEE International Conference on High
Performance Computing and Communications (HPCC-09) Seoul, Korea, June 24-28.
21. Pei-Chann Chang, Wei-Hsiu Huang, Ching-Jung Ting, Wei-Je Chang, Chia-Hua
Chang
(2009)
“A
Varietal Genetic
Algorithm
by External
Self-evolving
Multiple-archives for Combinatorial Optimization Problems” The 11th IEEE
International Conference on High Performance Computing and Communications
(HPCC-09) Seoul, Korea, June 24-28.
22. Pei-Chann Chang, Jui-Chien Hsieh, Jyun-Jie Lin, Yen-Hung Chou, Chen-Hao Liu
(2009) “A Hybrid System with Hidden Markov Models and Gaussian Mixture Models
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Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
for Myocardial Infarction Classification with 12-Lead ECGs” The 11th IEEE
International Conference on High Performance Computing and Communications
(HPCC-09) Seoul, Korea, June 24-28.
23. Shih-Hsin Chen, Pei Chann Chang and Qingfu Zhang “A Self-guided Genetic
Algorithm for Flowshop Scheduling problems” IEEE Congress on Evolutionary
Computation, Trondheim, Norway during May 18-21 (Monday - Thursday), 2009.
24. Chang, Pei-Chann, Fan, Chin-Yuan, Hsieh, Jih-Chang “A Weighted Evolving Fuzzy
Neural Network for Electricity Demand Forecasting” 1st Asian Conference on
Intelligent Information and Database Systems, Quang Binh University, Dong Hoi City,
Quang Binh Province, Vietnam, 1-3 April 2009.
25. Pei-Chann Chang, Chin-Yuan Fan, Chen-Hao Liu, Yen-Wen Wang, “Evolving
Neural Network with Dynamic Time warping and Piecewise Linear Representation
system for Stock Trading Decision Making” 2009 World Congress on Computer
Science and Information Engineering CSIE 2009, March 31 - April 2, 2009 Wilshire
Grand Los Angeles, Los Angeles, USA.
26. Shih Hsin Chen, Pei Chann Chang, Min Chih Chen and Yuh Min Chen “A
Self-guided Genetic Algorithm with Dominance Properties for Single Machine
Scheduling problems” IEEE Symposium Series on Computational Intelligence, March
30- April 2, Sheraton Music City Hotel, Nashville, TN, USA, 76-83.
27. Wei-Hsiu Huang, Pei-Chann Chang, Ching-Jung Ting, Ling-Chun Wu and Hai-Wei
Liao “Two-phase Genetic-Immune Algorithm with Improved Survival Strategy of
Lifespan for Flow-shop Scheduling Problems” IEEE Symposium Series on
Computational Intelligence, March 30- April 2, Sheraton Music City Hotel, Nashville,
TN, USA, 68-75.
28. Pei-Chann Chang, Chin-Yuan Fan, Jun-Lin, Lin, J.J. Lin, “Integrating a piecewise
linear representation method with dynamic time warping system for stock trading
decision making” Proceedings - 4th International Conference on Natural Computation,
ICNC 2008, 2008/Oct. 18-20.
29. Pei-Chann Chang, Chin-Yuan Fan, Yen-Wen Wang “Data Clustering and Evolving
Fuzzy Decision Tree for Data Base Classification Problems” 4th International
Conference on Intelligent Computing, ICIC 2008 Shanghai, China, September 15-18,
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Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
2008 Proceedings, 463-470.
30. Shih-Hsin Chen, Pei-Chann Chang and Qingfu Zhang “Self-Guided Genetic
Algorithm” 4th International Conference on Intelligent Computing, ICIC 2008
Shanghai, China, September 15-18, 2008 Proceedings, 292-299.
31. Pei-Chann Chang, WeiHsiu Huang, and Yu-Chih Liu, "Dynamic Diversity Control
by Injecting Artificial Chromosomes for Solving TSP Problems,"2008 IEEE World
Congress on Computational Intelligence (WCCI 2008),Proceeding CD,2008/06.
32. Pei-Chann Chang, Shih-Hsin Chen, Qingfu Zhang, and Jun-Lin Lin, "MOEA/D for
Flowshop Scheduling Problems,"2008 IEEE World Congress on Computational
Intelligence (WCCI 2008), Proceeding CD,2008/06.
33. Pei-Chann Chang, Chin-Yuan Fan, Chia-Hsuan Yeh, and Wan-Lian Pan,"A Hybrid
System by Integrating Case Based Reasoning and Fuzzy Decision Tree for Financial
Time Series Data,"2008 IEEE World Congress on Computational Intelligence (WCCI
2008),Proceeding CD,2008/06
34. Pei-Chann Chang, WeiHsiu Huang, Ching-Jong Ting and Chin-Yuan Fan, "Dynamic
Diversity Control in Genetic Algorithm for Extended Exploration of Solution Space in
Multi-Objective TSP, "Third International Conference on Innovative Computing,
Information and Control, Proceeding CD,2008/06
35. Pei-Chann
Chang,
Chin-Yuan
Fan,
and
Jun-Jye
Lin,
"A
Case
Based
Clustering-Based TSK Fuzzy Rule Systems for Stock Price Forecasting", Third
International Conference on Innovative Computing, Information and Control, CD
Proceeding,2008/06
36. Yu-Chih Liu and Pei-Chann Chang, "Constraints for Data Operations in Extended
Possibility-based Databasesm,,"2008 IEEE World Congress on Computational
Intelligence (WCCI 2008),2008/06
37. Chang, Pei-Chann, ShihHsin Chen, WeiHsiu Huang (2007) “A Sub-Population
Genetic Algorithm II (SPGAII) for the Bi-Criteria Knapsack Problem” the Second
International Symposium on Intelligence Computation and Applications, ISICA2007,
Wuhan, China, September 21-23, 2007.
38. Chang, Pei-Chann, Chin-Yuan Fan, and Wei-Hsiu Huang (2007) “A System
Dynamics Simulation Approach for Military Supply Chain Management” the Second
第 26 頁 / 共 36 頁
Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
International Conference on Innovative Computing, Information and Control
ICICIC2007, Kumamoto, Japan, September 5-7, 2007.
39. Jih-Chang, Hsieh, Shih-Hsin Chen, and Pei-Chann, Chang (2007) “Application of
Artificial Immune System in Constructing a Financial Early Warning System: An
Example of Taiwanese Banking Industry” the Second International Conference on
Innovative Computing, Information and Control ICICIC2007, Kumamoto, Japan,
September 5-7, 2007.
40. Shih-Hsin Chen, Pei-Chann Chang, Chien-Lung Chan, V. Mani (2007) “A Hybrid
Electromagnetism-Like Algorithm for Single Machine Scheduling Problem” the Third
International Conference on Intelligent Computing, ICIC 2007 (LNCS 4682), Qingdao,
China, August 21-24, pp. 543-552.
41. Chang, Pei-Chann, Chin-Yuan Fan , Baw-Jhiune Liu, and Cycer Chen (2007) “Sales
Forecasting for TFT-LCD Products with a Hybrid Neural Network Model” the Third
International Conference on Intelligent Computing, ICIC 2007 (CCIS 2), Qingdao,
China, August 21-24, pp. 704-713.
42. Chang, Pei-Chann, Chin-Yuan Fan, and Shih-Hsin Chen (2007) “Financial Time
Series Data Forecasting by Wavelet and TSK Fuzzy Rule Based System” The Fourth
International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'07)
August 24-27, Haikou, Hainan, China, 331-335. (Inspec)
43. Chang, Pei-Chann, Shih-Hsin Chen, Shih-Min Hsiung and Chin-Yuan Fan (2007) “A
genetic algorithm with dominance property for single machine scheduling problems”
IEEE Symposium on Computational Intelligence in Scheduling April 1-5, Hilton
Hawalian Village Resort Honolulu, HI, USA.
44. Chang, Pei-Chann, Shih-Shin Chen, Qiong-Hui Ko and Chin-Yuan Fan (2007) “A
genetic algorithm with injecting artificial chromosomes for single machine scheduling
problems” IEEE Symposium on Computational Intelligence in Scheduling April 1-5,
2007 Hilton Hawalian Village Resort Honolulu, HI, USA.
45. Chang, P.C., Chen-Hao Liu, Chin-Yuan Fan and Hsiao-Ching Chang (2007) “Data
Clustering and Fuzzy Neural Network for Sales Forecasting in Printed Circuit Board
Industry” IEEE Symposium Series on Computational Intelligence April 1-5, Hilton
Hawalian Village Resort Honolulu, HI, USA.
第 27 頁 / 共 36 頁
Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
46. Chang, P.C., Shih-Shin Chen and C.Y. Fan (2006) “Mining Gene Structures with
Inheritance Sub-Population Genetic Algorithm in Solving Combinatorial Problem”
The 2006 Conference on Chinese Institute of Industrial Engineers, Taichung, Taiwan,
Dec 17, CIIE-241.
47. Chang, P.C., C.H. Liu, C.Y. Fan (2006) “Establish A Simplied Fuzzy Rule Extraction
Model for Stock Price Forecasting Problem” The 2006 Conference on Chinese
Institute of Industrial Engineers, Taichung, Taiwan, Dec 17, CIIE-242.
48. Chang, Pei-Chann, C.H. Liu, C.Y. Fan (2006) “A Depth-First Mutation-Based
Genetic Algorithm for Flow Shop Scheduling Problems,” 2006 International
Workshop on Smart Home November 10 ~ 11, pp.25-32, 2006 International
Convention Center, Cheju Island, Korea.
49. Chang, Pei-Chann, Yen-Wen Wang and Chen-Hao Liu (2006), “Combining SOM
and GA-CBR for Flow Time Prediction in Semiconductor Manufacturing Factory”
The Fifth International Conference on Rough Sets and Current Trends in
Computing (RSCTC 2006), November 6-8, 2006 International Conference Center,
Kobe, Japan.
50. Chang, Pei-Chann, Shih Hsin Chen and Jih-Chang Hsieh (2006), “A Global Archive
with Adaptive Strategy for Sub-population Genetic Algorithm in Multiobjective
Parallel-machine Scheduling Problems” The 2nd International Conference on Natural
Computation (ICNC'06) September 24-28, Xi’an China, 4221, 730-739.
51. Hsieh, J.C., P.C. Chang and S.H. Chen (2006) “Integration of Genetic Algorithm and
Neural Network for Financial Early Warning System: An Example of Taiwanese
Banking Industry” First International Conference on Innovative Computing,
Information and Control - Volume I (ICICIC'06) August 30 - September 1, 2006
Beijing, pp. 562-565.
52. Chang, Pei-Chann, Jih-Chang Hsieh, Chia-Hsuan Yeh and Chen-Hao Liu (2006), “A
Case Based Seat Allocation System for Airline Revenue Management” 2006
International Conference on Intelligent Computing The YunNan University,
YunNan Province ,China Aug. 16-19, 4113, pp.1003-1011, Springer-Verlag.
53. Chang, Pei-Chann, Chen-Hao Liu, Chia-Hsuan Yeh and Shih Hsin Chen (2006),
“The Development of a Weighted Evolving Fuzzy Neural Netwrok” 2006
第 28 頁 / 共 36 頁
Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
International Conference on Intelligent Computing The YunNan University,
YunNan Province,China Aug. 16-19, 4114, pp.212-221.
54. Hsieh, J.C., P.C. Chang and S.H. Chen, Genetic Local Search Algorithms for Single
Machine Scheduling Problems with Release Time, 15-17 June, PROLAMAT2006,
Shanghai, China.
55. Pravin Tambe, T. Warren Liao, and P. C. Chang, Balancing and Sequencing Mixed
Model Assembly Lines in a Multi-Level JIT Production System, The 36th
International Conference on Computers and Industrial Engineering, June 20-23, 2006,
Taipei, Taiwan, R.O.C.
56. Chang, Pei-Chann and J. C. Hsieh: A Case Injected Genetic Algorithm for
Production Scheduling Problems, INFORMS conference, June 25-28, 2006 Hong
Kong, China.
57. Chang, Pei-Chann, Y.W. Wang, C.H. Liu (2005) “The Application of EC in the
Supply Chain: Case Example in Taiwan Auto Industries,” The First Annual
Conference of Frontiers of Information Research and Applications in China, Beijing,
China, pp. 371-374.
58. Chang, Pei-Chann, K. Robert Lai: Combining SOM and Fuzzy Rule Base for Sale
Forecasting in Printed Circuit Board Industry. ISNN (3) 2005: 947-954
59. Chang, Pei-Chann, Yen-Wen Wang, Ching-Jung Ting, Chien-Yuan Lai, Chen-Hao
Liu: Evolving Case-Based Reasoning with Genetic Algorithm in Wholesaler's
Returning Book Forecasting. ICNC (3) 2005: 205-214
60. Chang, Pei-Chann, Yen-Wen Wang, Chen-Hao Liu: New Operators for Faster
Convergence and Better Solution Quality in Modified Genetic Algorithm. ICNC (2)
2005: 983-991
61. Chang, Pei-Chann, Yen-Wen Wang, Chen-Hao Liu: Fuzzy Back-Propagation
Network for PCB Sales Forecasting. ICNC (1) 2005: 364-373
62. Chia-Ho Chen, Ching-Jung Ting, Chang, Pei-Chann: Applying a Hybrid Ant Colony
System to the Vehicle Routing Problem. ICCSA (4) 2005: 417-426
63. Chang, Pei-Chann, Yun-Shiow Chen, Hui-Mei Wang: Dynamic Scheduling Problem
of Batch Processing Machine in Semiconductor Burn-in Operations. ICCSA (4) 2005:
172-181
第 29 頁 / 共 36 頁
Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
64. Chang, Pei-Chann, C.Y. Lai, K.L. Lin (2005) “The Sub-Population Genetic
Algorithm for Multi-Objective Scheduling – An Example of Drilling Operation in
PCB Factory,” The 2005 Conference on Chinese Institute of Industrial Engineers,
Hsinchu, Taiwan, Dec 17, CIIE-173.
65. Chang, Pei-Chann, C.H. Liu and Y.W. Wang (2005) “The development of a
Weighted Evolving Fuzzy Neural Network in PCB sales forecasting,” The 2005
Conference on Chinese Institute of Industrial Engineers, Hsinchu, Taiwan, Dec 17,
CIIE-551.
66. Warren Liao and Chang, P.C. (2004), “A review and comparison of fuzzy
multi-attribute group decision-making methods” IIE Annual Conference and
Exhibition 2004 pp. 577-582.
67. Chang, Pei-Chann, Wang, Y.W. and Liu, C.H. (2004),“Fuzzy Back Propagation in
PCB Sale Forecasting,” The Annual Conference on Chinese Institute of Industrial
Engineers, Tainan, Taiwan. A1-9, 2004.
68. Chang, Pei-Chann, Liu, C.H. and Lin, K.L. (2004),“A Study of Integrating Genetic
Algorithm & Neural Network in Forecasting Problem of Printed Circuit Board
Industry,” The Annual Conference on Chinese Institute of Industrial Engineers,
Tainan, Taiwan. A1-8, 2004.
69. Chang, Pei-Chann, Liu, C.H. and Wang, C.Y. (2004) “The Integration of Supply
Chain Management and Simulation System with Application to Retailing Model,” The
Fifth- Asia Pacific Industrial Engineering and Management Systems Conference, Gold
Coast, Australia, (2.14)1-10, Dec 12-15, Gold Coast, Australia .
70. Chang, Pei-Chann, Hsieh, J. C., and Wang, Yen-Wen (2004), “Development of
Multi-objective Genetic Algorithms for Scheduling,” The Fifth Asia-Pacific Industrial
Engineering and Management Systems Conference, Dec 12-15, Gold Coast, Australia.
71. Chang, Pei-Chann and Chen, L. Y. (2004), “Case-Based Evolutional Design for
Defect Feature Segmentation of Printed Circuit Board Images,” The Fifth- Asia
Pacific Industrial Engineering and Management Systems Conference, Gold Coast,
Australia, (26.2)1-7, Dec 12-15, Gold Coast, Australia.
72. Liao, T. Warren, and Chang, P.C. (2004), “A Review and Comparison of Fuzzy
Multi-attribute Group Decision-Making Methods,” IIE 2004 Annual Conference, May
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Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
16-19, Houston, Texas, U.S.A., pp.568-594.
73. Chang, Pei-Chann, and Wang, H.M. (2004), “A Genetic Algorithm to minimize
makespan for dynamic single Batch processor scheduling,” 33rd International
Conference on Computers and Industrial Engineering, pp. 834-840.
74. Chang, Pei-Chann, Wang, Y. W. (2004), “Apply Case-Based Marketing Strategy in
Customer Relationship Management System,” International Workshop on Business
and Information, March 26-27, Taipei, Taiwan.
75. Chang, Pei-Chann, Wang, Y.W., and Liu Y. Y. (2004), “应用案例式推理建立顾客
关 系 管 理 之 营 销 决 策 系 统 ,” The 2nd International Contemporary Marketing
Academic Conference, April 23, Taichung, Taiwan.
76. Chang, Pei-Chann (2003), “生产工厂加工机台生产排程模式之研究,” 2003 国防
基金会计划之成果发表会.
77. Chang, Pei-Chann (2003), “应用数据挖掘于顾客关系管理之方法,” 九十二年桃
园地区大学院校技术移转联合发表会.
78. Chang, Pei-Chann (2003), “平行机台之排程方法,” 九十二年桃园地区大学院校
技术移转联合发表会.
79. Chang, Pei-Chann, Wang, Y.W., and, H. J. Tso (2003), “An Application of
Case-Based Reasoning on Decision of Seat Inventory Control,” The Annual
Conference on Chinese Institute of Industrial Engineers, Changhua, Taiwan.
80. Chang, Pei-Chann, Wang, Y.W., and, S. L. Li (2003), “Application of genetic
algorithm to the production scheduling of drilling operation in a PCB factory,” The
Annual Conference on Chinese Institute of Industrial Engineers, Changhua, Taiwan.
81. Chang, Pei-Chann, Hsieh, J. C., Wang, Y.W. (2003), “A Case-Based Genetic
Algorithm for the Single Machine Scheduling with Release Times, “ Workshop on
Learning, Adaptation and Approximation in Evolutionary Computation, Genetic and
Evolutionary Computation Conference, July 12-16, Chicago, U.S.A.
82. 张百栈 (2003),”加入 WTO 后, 高等教育在研究发展之回顾与前瞻”, 两岸高等教
育未来发展研讨会, January 15-17, 昆明, 云南大学, 中国.
83. Chang, Pei-Chann and T. Warren Liao (2002),”Generation of Fuzzy Due-Date
Assignment Rules” Proceedings of the 1st International Conference on Fuzzy Systems
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Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
and Knowledge Discovery, November 18-22, Orchid Country Club, Singapore.
84. Wang, Y.W., and Chang, Pei-Chann (2001), “Man-Machine supporting System for
Flexible Machine Scheduling in Cloth-Making Industries,” The Annual Conference on
Chinese Institute of Industrial Engineers, Kaoshiung, Taiwan.
85. Chang, Pei-Chann, Hsiao, C.H. and Wang, Y.W. (2001), “Application of Genetic
Algorithm to the Unrelated Parallel Machine Scheduling Problem,” The Annual
Conference on Chinese Institute of Industrial Engineers, Kaoshiung, Taiwan.
86. Chang, Pei-Chann, Wang, H.M. and Chou, F.D. (2001),” Batch Scheduling on
Identical Parallel Machines to Minimize the Makespan,” Proceedings of the 6th Annual
International Conference on Industrial Engineering-Theory, Applications and
Practice November.
87. Chang, Pei-Chann, Wu, C.S. and Sah, J.P. (2001),” A Knowledge Management
Approach for Aviation Software System Development” The CAFA Conference of
Aviation Safety and Management, October.
88. 张百栈, 李龙麟 (2001),” 远程监控及质量检验系统以 PCB 为例,” 第二届 PCB 全
国研讨会, 5 月,24-25 日,中工会,台湾.
89. 张百栈, 徐烈昭 (2001),” 钻孔机作业之生产排程系统,” 第二届 PCB 全国研讨会,
5 月,24-25 日,中工会,台湾.
90. Chang, Pei-Chann, Wang, H.M. and Su, L.H. (2000),” Scheduling Job with burn In
Board Constraint on Semiconductor Burn-In Operations to Minimize the Mean Flow
Time,” Proceedings of the 5th Annual Conference on Industrial Engineering-Theory,
Applications and Practice December 13-15, Hsinchu, Taiwan.
91. Chang, Pei-Chann (1999),”晶圆厂之交期指定模式~应用类神经网络,” 生产排程
理论与应用研讨会.
92. Chang, Pei-Chann (1999), “A Branch and Bound Approach for Single Machine
Scheduling Problems with Unequal Release Time,“ Proceedings of the 25th
International Conference on Computers & Industrial Engineering, March 29-31, New
Orleans, Louisiana.
93. 张百栈 (1998), “人造卫星影像数据库控管系统之发展,” 第二届海峡两岸航空航
天技术暨流固耦合学术研讨会, pp. 50-58.
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Pei-Chann Chang (Publication List)
更新日期: 2015 年 3 月 7 日
94. 张百栈 (1997), “自动仓储系统中有关双旋转料架之订单拣取问题探讨,” 第十届
全国自动化科技学术研讨会 Automation, ’97, pp. 1-6.
95. 张百栈 (1997), “丽婴房动态生产排程仿真系统,” 第二届台湾本土企业个案发表
暨研讨会, pp. 221-234.
96. Chang, Pei-Chann (1994), "Process Plan Selection for Part Scheduling in Automated
Manufacturing Systems," Proceedings of the Sixth International Conference with
China, Hong Kong, March 10-12.
97. Chang, Pei-Chann and Wang, H. M. (1992), "The Investigation for Robot Centered
Manufacturing Cells Scheduling Problems," Proceedings of the Chinese Institute of
Industrial Engineers, National Conference, pp. 45-51.
98. Wang, H. M., Chou, F. D. and Chang, P. C. (1992), "A Branch and Bound Approach
for Robot Centered Manufacturing Cells Scheduling Problems," Proceedings of the
Chinese Institute of Industrial Engineers, National Conference, pp. 37-43.
99. Chang, Pei-Chann, Jiang, Y. S. and Lee, H. C. (1992), "A Graph Search Approach
for Task Assignment Problems with Arbitrary Precedence Relations," ACME
Association Annual Conference, Gatlinburg, TN. August.
100. Wu, S. D., Storer, R. H., and Chang, P. C. (1991), "A Heuristic for Job Shop
Rescheduling Problems," TIMS/ORSA Joint National Meeting, Nashville, TN. May.
101. Chang, Pei-Chann and Yao, H. H. (1991), "Development of an Integrated
Production Information System for a Die Casting Company," The 2nd National
Conference on Information Management, Taipei, May.
102. Yao, H. H. and Chang, P. C. (1991), "An Object-Oriented Design Methodology for
Rapid Development of Management Information System in PCs," The 2nd National
Conference on Information Management, Taipei, May.
103. Chang, Pei-Chann (1990), "ISCES: An Integrated Scheduling and Control Expert
Systems," Proceedings of the First International Conference on Automation
Technology, Taipei July 4-6, pp. 575-585.
104. Chang, Pei-Chann and Odrey, N. G. (1990), "Generic Strategies for Interfacing
Systems to Robotic Controllers," Proceedings of the First International Conference on
Automation Technology, Taipei July 4-6, pp. 109-120.
105. Wu, S. D., Storer, R. H. and Chang, P. C. (1990), "A One Machine Rescheduling
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Heuristic With Efficiency and Stabilities as Criteria," National ORSA/TIMS Meeting,
Las Vegas, CA. May.
106. Chang, Pei-Chann and Wu, S. D. (1989), "Development of Multi-objective Job
Shop Rescheduling Algorithm," CIIE National Conference, Proceeding, pp. 140-147.
F.技术报告及其他 Technical Reports
G1 国科会专题计划 Project Reports for National Science Council
1. 张百栈,(2012),“智能型电网资源决策系统之开发－总计划暨子计划五-智能型电
网异常侦测系统之开发”, 国科会报告, 执行中
2. 张百栈,(2011),“智能型计算于知识萃取之整合研究－子计划四:智能型计算应用
于财务数据之知识萃取预测(III)”, 国科会报告, 已结案
3. 张百栈,(2011), ”总计划－智能型计算于知识箤取之整合研究(III)”, 国科会报告,
已结案
4. 张百栈,(2010),“智能型计算于知识萃取之整合研究－子计划四:智能型计算应用
于财务数据之知识萃取预测(I)”, 国科会报告, 已结案
5. 张百栈,(2010), “智能型计算于知识箤取之整合研究－总计划(I)”, 国科会报告,
6.
7.
8.
9.
已结案
张百栈,(2010), “发展自我演化机制之类免疫算法改善排程效益之研究”, 国科
会报告, 执行中
张百栈,(2009),“智能型计算于知识萃取之整合研究－子计划四:智能型计算应用
于财务数据之知识萃取预测(I)”, 国科会报告, 已结案
张百栈,(2009), “总计划－智能型计算于知识萃取之整合研究(I)”, 国科会报告,
已结案
张百栈,(2007), “以人造染色体基因算法解决排程问题之研究”, 国科会报告, 执行
中
10. 张百栈,(2007), “连接器模块化制造管理系统之开发-子计划一：模块化产品需求预
测系统 (2|3)”, 国科会报告, 执行中.
11. 张百栈,(2007), “连接器模块化制造管理系统之开发-总计划(2|3)”, 国科会报告,
执行中.
12. 张百栈,(2006), “连接器模块化制造管理系统之开发-子计划一：模块化产品需求预
测系统 (1|3)”, 国科会报告, 2006,07,31.
13. 张百栈,(2006), “连接器模块化制造管理系统之开发-总计划(1|3)”, 国科会报告,
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2006,07,31.
14. 张百栈,(2005), “印刷电路板生产规划决策支持系统之开发-子计划一：印刷电路板
生产需求预测系统开发(3|3)”, 国科会报告, 2005.07.31.
15. 张百栈,(2005), “印刷电路板生产规划决策支持系统之开发-总计划(3|3)”, 国科会
报告, 2005.07.31.
16. 张百栈,(2004), “整合案例式推理与基因算法于生产排程问题之研究”, 国科会报
告, 2005.07.31.
17. 张百栈,(2004), “印刷电路板生产规划决策支持系统之开发-子计划一：印刷电路板
生产需求预测系统开发(2|3)”, 国科会报告, 2005.07.31.
18. 张百栈,(2004), “印刷电路板生产规划决策支持系统之开发-总计划(2|3)”, 国科会
报告, 2005.07.31.
19. 张百栈,(2003), “印刷电路板生产规划决策支持系统之开发-子计划一：印刷电路板
生产需求预测系统开发(1|3)”, 国科会报告,2004.07.31.
20. 张百栈,(2003), “印刷电路板生产规划决策支持系统之开发-总计划(1|3)”, 国科会
报告,2004.05.31.
21. 张百栈,(2003), “应用案例式推理于顾客关系管理之营销研究-以化妆品业为例”,
国科会报告,2004.07.31.
22. 张百栈,(2002), “案例式推理与基因算法在生产管理问题之探讨(I)”,国科会报告,
2002.07.31.
23. 陈启光,张百栈,江行全(2002), “工业工程教育课程改革与创新能力培养之研究
(2/3)”, 国科会报告, 2002.07.31.
24. 陈启光,张百栈,江行全(2001), “工业工程教育课程改革与创新能力培养之研究
(1/3)”, 国科会报告, 2001.07.31.
25. 张百栈,(2001), “塔布搜寻法在非等效平行机台的应用”, 国科会报告, 2001.07.31.
26. 张百栈,(2001), “不同投产策略与产能负荷在 PC NOTEBOOK 工厂之应用”, 国科
会结案报告, 2001.07.31.
27. 张百栈,(2001), “顾客履约预测模式之使用与修正-以医疗业为例”, 国科会结案报
告, 2001.07.31.
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28. 张百栈,(2000), “工业工程之仿真分析在成衣业之应用调查分析”, 国科会结案报
告, 2000.07.31.
29. 张百栈,(2000), “类神经网络在半导体工厂交期预定之应用”, 国科会结案报告,
2000.07.31.
30. 张百栈,(1999), “制造业交期指定模式之探讨-以 IC 封装厂为例”, 国科会结案报告,
1999.07.31.
31. 张 百 栈 ,(1998), “ 工 作 指 派 在 成 衣 制 造 业 下 之 应 用 探 讨 ”, 国 科 会 结 案 报 告 ,
1998.07.31.
32. 张百栈,(1997), “工厂纸张裁减模式之探讨”, 国科会结案报告, 1997.07.31.
33. 张 百 栈 ,(1996), “ 不 同 放 假 模 式 下 员 工 排 班 问 题 之 探 讨 ”, 国 科 会 结 案 报 告 ,
1996.07.31.
34. 张百栈,(1995), “具有优先次序之车辆路线指派问题探讨”, 国科会结案报告,
1995.07.31.
35. 张百栈,(1995), “在弹性制造系统下工件具有替代途程之机器负荷问题探讨”, 国
科会结案报告, 1995.07.31.
36. 张百栈,(1994), “在自动化制造系统具有多制程工件之排程问题探讨”, 国科会结
案报告, 1994.01.31.
37. 张百栈,(1994), “服务业（学校）时课表安排之探讨”, 国科会结案报告, 1994.01.31.
38. 张百栈,(1994), “模拟退火应用在并行处理器之排程问题探讨”, 国科会结案报告,
1994.01.31.
39. 张百栈,(1992), “具有先后次序关系之工作在并行处理器之排程指派探讨”, 国科
会结案报告, 1992.07.31.
40. 张百栈,(1992), “单机之生产排程：以达成整体绝对偏差最小化为目标”, 国科会结
案报告, 1992.01.31.
41. 张百栈,(1991), “有失败倾向制造系统之整合性排程与控制方法”, 国科会结案报
告, 1991.01.31.
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