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1

Evolving and clustering fuzzy decision tree for financial time series data forecasting

Robert K. Lai, Chin-Yuan Fan, Wei-Hsiu Huang, Pei-Chann Chang

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 835 KB

english, 2009

2

A dynamic threshold decision system for stock trading signal detection

Pei-Chann Chang, T. Warren Liao, Jyun-Jie Lin, Chin-Yuan Fan

Journal:

Applied Soft Computing

Year:

2011

Language:

english

File:

PDF, 1.12 MB

english, 2011

3

A neural network with a case based dynamic window for stock trading prediction

Pei-Chann Chang, Chen-Hao Liu, Jun-Lin Lin, Chin-Yuan Fan, Celeste S.P. Ng

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 454 KB

english, 2009

4

[IEEE 2009 WRI World Congress on Computer Science and Information Engineering - Los Angeles, California USA (2009.03.31-2009.04.2)] 2009 WRI World Congress on Computer Science and Information Engineering - Evolving Neural Network with Dynamic Time Warping and Piecewise Linear Representation System for Stock Trading Decision Making

Chang, Pei-Chann, Fan, Chin-Yuan, Liu, Chen-Hao, Wang, Yen-Wen, Lin, Jyun-Jie

Year:

2009

Language:

english

File:

PDF, 462 KB

english, 2009

5

A multiple time series-based recurrent neural network for short-term load forecasting

Zhang, Bing, Wu, Jhen-Long, Chang, Pei-Chann

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2017

Language:

english

File:

PDF, 719 KB

english, 2017

6

A novel model by evolving partially connected neural network for stock price trend forecasting

Pei-Chann Chang, Di-di Wang, Chang-le Zhou

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 1.08 MB

english, 2012

7

[IEEE 2015 IIAI 4th International Congress on Advanced Applied Informatics (IIAI-AAI) - Okayama, Japan (2015.7.12-2015.7.16)] 2015 IIAI 4th International Congress on Advanced Applied Informatics - A Prediction System for Bike Sharing Using Artificial Immune System with Regression Trees

Wu, Jheng-Long, Chang, Pei-Chann

Year:

2015

Language:

english

File:

PDF, 271 KB

english, 2015

8

One-machine rescheduling heuristics with efficiency and stability as criteria

S.David Wu, Robert H. Storer, Chang Pei-Chann

Journal:

Computers & Operations Research

Year:

1993

Language:

english

File:

PDF, 1.37 MB

english, 1993

9

A TSK type fuzzy rule based system for stock price prediction

Pei-Chann Chang, Chen-Hao Liu

Journal:

Expert Systems with Applications

Year:

2008

Language:

english

File:

PDF, 453 KB

english, 2008

10

The development of a weighted evolving fuzzy neural network for PCB sales forecasting

Pei-Chann Chang, Yen-Wen Wang, Chen-Hao Liu

Journal:

Expert Systems with Applications

Year:

2007

Language:

english

File:

PDF, 216 KB

english, 2007

11

Trend discovery in financial time series data using a case based fuzzy decision tree

Pei-Chann Chang, Chin-Yuan Fan, Jun-Lin Lin

Journal:

Expert Systems with Applications

Year:

2011

Language:

english

File:

PDF, 746 KB

english, 2011

12

Data clustering and fuzzy neural network for sales forecasting: A case study in printed circuit board industry

Pei-Chann Chang, Chen-Hao Liu, Chin-Yuan Fan

Journal:

Knowledge-Based Systems

Year:

2009

Language:

english

File:

PDF, 746 KB

english, 2009

13

A hybrid genetic algorithm to minimize makespan for the single batch machine dynamic scheduling problem

Fuh-Der Chou, Pei-Chann Chang, Hui-Mei Wang

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2006

Language:

english

File:

PDF, 206 KB

english, 2006

14

[IEEE 2008 Fourth International Conference on Natural Computation - Jinan, Shandong, China (2008.10.18-2008.10.20)] 2008 Fourth International Conference on Natural Computation - Integrating a Piecewise Linear Representation Method with Dynamic Time Warping System for Stock Trading Decision Making

Chang, Pei-Chann, Fan, Chin-Yuan, Lin, Jun-Lin, Lin, Jyun-Jie

Year:

2008

Language:

english

File:

PDF, 589 KB

english, 2008

15

Myocardial infarction classification with multi-lead ECG using hidden Markov models and Gaussian mixture models

Chang, Pei-Chann, Lin, Jyun-Jie, Hsieh, Jui-Chien, Weng, Julia

Journal:

Applied Soft Computing

Year:

2012

Language:

english

File:

PDF, 1.59 MB

english, 2012

16

Integrating a Piecewise Linear Representation Method and a Neural Network Model for Stock Trading Points Prediction

Pei-Chann Chang, Chin-Yuan Fan, Chen-Hao Liu

Journal:

IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)

Year:

2009

Language:

english

File:

PDF, 1.70 MB

english, 2009

17

An intelligent stock trading system using comprehensive features

Wu, Jheng-Long, Yu, Liang-Chih, Chang, Pei-Chann

Journal:

Applied Soft Computing

Year:

2014

Language:

english

File:

PDF, 1.79 MB

english, 2014

18

Monthly electricity demand forecasting based on a weighted evolving fuzzy neural network approach

Pei-Chann Chang, Chin-Yuan Fan, Jyun-Jie Lin

Journal:

International Journal of Electrical Power & Energy Systems

Year:

2011

Language:

english

File:

PDF, 998 KB

english, 2011

19

Integrating dominance properties with genetic algorithms for parallel machine scheduling problems with setup times

Pei-Chann Chang, Shih-Hsin Chen

Journal:

Applied Soft Computing

Year:

2011

Language:

english

File:

PDF, 719 KB

english, 2011

20

Evolving neural network for printed circuit board sales forecasting

Pei-Chann Chang, Yen-Wen Wang, Chi-Yang Tsai

Journal:

Expert Systems with Applications

Year:

2005

Language:

english

File:

PDF, 502 KB

english, 2005

21

A hybrid system combining self-organizing maps with case-based reasoning in wholesaler's new-release book forecasting

Pei-Chann Chang, Chien-Yuan Lai

Journal:

Expert Systems with Applications

Year:

2005

Language:

english

File:

PDF, 250 KB

english, 2005

22

A Puzzle-Based Genetic Algorithm with Block Mining and Recombination Heuristic for the Traveling Salesman Problem

Chang, Pei-Chann, Huang, Wei-Hsiu, Zhang, Zhen-Zhen

Journal:

Journal of Computer Science and Technology

Year:

2012

Language:

english

File:

PDF, 558 KB

english, 2012

23

Kernel Sparse Representation-Based Classifier

Zhang, Li, Zhou, Wei-Da, Chang, Pei-Chann, Liu, Jing, Yan, Zhe, Wang, Ting, Li, Fan-Zhang

Journal:

IEEE Transactions on Signal Processing

Year:

2012

Language:

english

File:

PDF, 1.28 MB

english, 2012

24

[IEEE 2008 IEEE 16th International Conference on Fuzzy Systems (FUZZ-IEEE) - Hong Kong, China (2008.06.1-2008.06.6)] 2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence) - A hybrid system by integrating case based reasoning and fuzzy decision tree for financial time series data

Pei-Chann Chang,, Chin-Yuan Fan,, Chia-Hsuan Yeh,, Wan-Ling Pan,

Year:

2008

File:

PDF, 320 KB

2008

25

[IEEE 2007 IEEE Symposium on Computational Intelligence in Scheduling - Honolulu, HI, USA (2007.04.1-2007.04.5)] 2007 IEEE Symposium on Computational Intelligence in Scheduling - A Genetic Algorithm with Dominance Properties for Single Machine Scheduling Problems

Chen, Shih-Shin, Chang, Pei-Chann, Hsiung, Shih-Min, Fan, Chin-Yuan

Year:

2007

Language:

english

File:

PDF, 325 KB

english, 2007

26

AN INVESTIGATION OF THE HYBRID FORECASTING MODELS FOR STOCK PRICE VARIATION IN TAIWAN

Chang, Pei-Chann, Wang, Yen-Wen, Yang, Wen-Ning

Journal:

Journal of the Chinese Institute of Industrial Engineers

Year:

2004

Language:

english

File:

PDF, 175 KB

english, 2004

27

[IEEE 2009 First Asian Conference on Intelligent Information and Database Systems, ACIIDS - Dong hoi, Quang binh, Vietnam (2009.04.1-2009.04.3)] 2009 First Asian Conference on Intelligent Information and Database Systems - A Weighted Evolving Fuzzy Neural Network for Electricity Demand Forecasting

Chang, Pei-Chann, Fan, Chin-Yuan, Hsieh, Jih-Chang

Year:

2009

Language:

english

File:

PDF, 805 KB

english, 2009

28

A block recombination approach to solve green vehicle routing problem

Tiwari, Anurag, Chang, Pei-Chann

Journal:

International Journal of Production Economics

Year:

2015

Language:

english

File:

PDF, 581 KB

english, 2015

29

自動倉儲系統中雙旋轉料架之訂單揀取問題探討

Chang, Pei-Chann

Journal:

Journal of the Chinese Institute of Industrial Engineers

Year:

1999

Language:

english

File:

PDF, 591 KB

english, 1999

30

A critical feature extraction by kernel PCA in stock trading model

Chang, Pei-Chann, Wu, Jheng-Long

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2015

Language:

english

File:

PDF, 1.82 MB

english, 2015

31

動態零工工廠主動反應式排程修正法則之發展

Chang, Pei Chann, Su, Ling-Huey

Journal:

Journal of the Chinese Institute of Industrial Engineers

Year:

1999

Language:

english

File:

PDF, 637 KB

english, 1999

32

APPLICATION OF DATA MINING TO CUSTOMER RELATIONSHIP MANAGEMENT—THE CASE OF COSMETICS

Chang, Pei-Chann, Tsai, Jie-Yuan, Hsieh, Jih-Chang

Journal:

Journal of the Chinese Institute of Industrial Engineers

Year:

2002

Language:

english

File:

PDF, 455 KB

english, 2002

33

An optimization model for a monopolistic firm serving an environmentally conscious market: Use of chemical reaction optimization algorithm

Choudhary, Alok, Suman, Ravi, Dixit, Vijaya, Tiwari, M.K., Fernandes, Kiran Jude, Chang, Pei-Chann

Journal:

International Journal of Production Economics

Year:

2015

Language:

english

File:

PDF, 1.33 MB

english, 2015

34

APPLICATION OF GENETIC ALGORITHM TO THE UNRELATED PARALLEL MACHINE SCHEDULING PROBLEM

Chang, Pei-Chann, Hsieh, Jih-Chang, Hsiao, Chen-Hung

Journal:

Journal of the Chinese Institute of Industrial Engineers

Year:

2002

Language:

english

File:

PDF, 511 KB

english, 2002

35

The dynamic financial distress prediction method of EBW-VSTW-SVM

Sun, Jie, Li, Hui, Chang, Pei-Chann, He, Kai-Yu

Journal:

Enterprise Information Systems

Year:

2015

Language:

english

File:

PDF, 359 KB

english, 2015

36

A genetic algorithm for the multi-objective optimization of mixed-model assembly line based on the mental workload

Zhao, Xiaosong, Hsu, Chia-Yu, Chang, Pei-Chann, Li, Li

Journal:

Engineering Applications of Artificial Intelligence

Year:

2015

Language:

english

File:

PDF, 365 KB

english, 2015

37

A Trend-Based Segmentation Method and the Support Vector Regression for Financial Time Series Forecasting

Wu, Jheng-Long, Chang, Pei-Chann

Journal:

Mathematical Problems in Engineering

Year:

2012

Language:

english

File:

PDF, 739 KB

english, 2012

38

Dynamic credit scoring using B & B with incremental-SVM-ensemble

Sun, Jie, Li, Hui, Chang, Pei-Chann, Huang, Qing-Hua

Journal:

Year:

2015

Language:

english

File:

PDF, 245 KB

english, 2015

39

[IEEE 2015 International Conference on Control, Automation and Robotics (ICCAR) - Singapore, Singapore (2015.5.20-2015.5.22)] 2015 International Conference on Control, Automation and Robotics - A hybrid two-stage sweep algorithm for capacitated vehicle routing problem

Chen, Meng-Hui, Chang, Pei-Chann, Chiu, Ching-Ying, Annadurai, Sivachandra Prabhu

Year:

2015

Language:

english

File:

PDF, 1.62 MB

english, 2015

40

A Takagi-Sugeno Fuzzy Model combined with A Support Vector Regression for stock trading forecasting

Chang, Pei-Chann, Wu, Jheng-Long, Lin, Jyun-Jie

Journal:

Applied Soft Computing

Year:

2015

Language:

english

File:

PDF, 666 KB

english, 2015

41

A greedy heuristic for bicriterion single machine scheduling problems

Pei Chann (michael) Chang, Han Chau (garry) Lee

Journal:

Computers & Industrial Engineering

Year:

1992

Language:

english

File:

PDF, 617 KB

english, 1992

42

A state-space search approach for parallel processor scheduling problems with arbitrary precedence relations

Pei Chann Chang, Yen Shean Jiang

Journal:

European Journal of Operational Research

Year:

1994

Language:

english

File:

PDF, 949 KB

english, 1994

43

A hybrid genetic algorithm with dominance properties for single machine scheduling with dependent penalties

Pei Chann Chang, Shih Hsin Chen, V. Mani

Journal:

Applied Mathematical Modelling

Year:

2009

Language:

english

File:

PDF, 257 KB

english, 2009

44

The development of a sub-population genetic algorithm II (SPGA II) for multi-objective combinatorial problems

Pei-Chann Chang, Shih-Hsin Chen

Journal:

Applied Soft Computing

Year:

2009

Language:

english

File:

PDF, 891 KB

english, 2009

45

A simulated annealing approach with probability matrix for semiconductor dynamic scheduling problem

Fuh-Der Chou, Hui-Mei Wang, Pei-Chann Chang

Journal:

Expert Systems with Applications

Year:

2008

Language:

english

File:

PDF, 470 KB

english, 2008

46

Minimizing a nonlinear function under a fuzzy max-t-norm relational equation constraint

Jun-Lin Lin, Yan-Kuen Wu, Pei-Chann Chang

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 352 KB

english, 2009

47

Guidelines for developing effective Estimation of Distribution Algorithms in solving single machine scheduling problems

Shih-Hsin Chen, Min-Chih Chen, Pei-Chann Chang, Qingfu Zhang, Yuh-Min Chen

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 838 KB

english, 2010

48

A case-injected genetic algorithm for single machine scheduling problems with release time

Pei-Chann Chang, Jih-Chang Hsieh, Chen-Hao Liu

Journal:

International Journal of Production Economics

Year:

2006

Language:

english

File:

PDF, 307 KB

english, 2006

49

A note on due-date assignment and single machine scheduling with a learning/aging effect

Pei-Chann Chang, Shih-Hsin Chen, V. Mani

Journal:

International Journal of Production Economics

Year:

2009

Language:

english

File:

PDF, 182 KB

english, 2009

50

A system dynamics modeling approach for a military weapon maintenance supply system

Chin-Yuan Fan, Pei-Shu Fan, Pei-Chann Chang

Journal:

International Journal of Production Economics

Year:

2010

Language:

english

File:

PDF, 1021 KB

english, 2010

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