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1

Combining nonlinear independent component analysis and neural network for the prediction of Asian stock market indexes

Wensheng Dai, Jui-Yu Wu, Chi-Jie Lu

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 772 KB

english, 2012

2

Financial time series forecasting using independent component analysis and support vector regression

Chi-Jie Lu, Tian-Shyug Lee, Chih-Chou Chiu

Journal:

Decision Support Systems

Year:

2009

Language:

english

File:

PDF, 795 KB

english, 2009

3

Application of machine learning to predict the recurrence-proneness for cervical cancer

Chih-Jen Tseng, Chi-Jie Lu, Chi-Chang Chang…

Journal:

Neural Computing and Applications

Year:

2014

Language:

english

File:

PDF, 238 KB

english, 2014

4

Mixture control chart patterns recognition using independent component analysis and support vector machine

Chi-Jie Lu, Yuehjen E. Shao, Po-Hsun Li

Journal:

Year:

2011

Language:

english

File:

PDF, 330 KB

english, 2011

5

A Clustering-based Sales Forecasting Scheme Using Support Vector Regression for Computer Server

Dai, Wenseng, Chuang, Yang-Yu, Lu, Chi-Jie

Journal:

Procedia Manufacturing

Year:

2015

Language:

english

File:

PDF, 342 KB

english, 2015

6

Sales forecasting by combining clustering and machine-learning techniques for computer retailing

Chen, I-Fei, Lu, Chi-Jie

Journal:

Neural Computing and Applications

Year:

2016

Language:

english

File:

PDF, 627 KB

english, 2016

7

Sales forecasting for computer wholesalers: A comparison of multivariate adaptive regression splines and artificial neural networks

Chi-Jie Lu, Tian-Shyug Lee, Chia-Mei Lian

Journal:

Decision Support Systems

Year:

2012

Language:

english

File:

PDF, 749 KB

english, 2012

8

A hybrid approach by integrating wavelet-based feature extraction with MARS and SVR for stock index forecasting

Kao, Ling-Jing, Chiu, Chih-Chou, Lu, Chi-Jie, Chang, Chih-Hsiang

Journal:

Decision Support Systems

Year:

2013

Language:

english

File:

PDF, 1.12 MB

english, 2013

9

[IEEE 2012 International Symposium on Computer, Consumer and Control (IS3C) - Taichung, Taiwan (2012.06.4-2012.06.6)] 2012 International Symposium on Computer, Consumer and Control - Computational Intelligence Approaches for Stock Price Forecasting

Wu, Jui-Yu, Lu, Chi-Jie

Year:

2012

Language:

english

File:

PDF, 232 KB

english, 2012

10

Integration of nonlinear independent component analysis and support vector regression for stock price forecasting

Kao, Ling-Jing, Chiu, Chih-Chou, Lu, Chi-Jie, Yang, Jung-Li

Journal:

Year:

2013

Language:

english

File:

PDF, 365 KB

english, 2013

11

A multi-stage control chart pattern recognition scheme based on independent component analysis and support vector machine

Kao, Ling-Jing, Lee, Tian-Shyug, Lu, Chi-Jie

Journal:

Journal of Intelligent Manufacturing

Year:

2016

Language:

english

File:

PDF, 1.23 MB

english, 2016

12

[IEEE 2010 IEEE International Conference on Data Mining Workshops (ICDMW) - Sydney, TBD, Australia (2010.12.13-2010.12.13)] 2010 IEEE International Conference on Data Mining Workshops - Sales Forecasting of IT Products Using a Hybrid MARS and SVR Model

Lu, Chi-Jie, Lee, Tian-Shyug, Lian, Chia-Mei

Year:

2010

Language:

english

File:

PDF, 398 KB

english, 2010

13

Forecasting Computer Products Sales by Integrating Ensemble Empirical Mode Decomposition and Extreme Learning Machine

Lu, Chi-Jie, Shao, Yuehjen E.

Journal:

Mathematical Problems in Engineering

Year:

2012

Language:

english

File:

PDF, 818 KB

english, 2012

14

Multiple Flux Rope Events at the High-Latitude Magnetopause: Cluster/Rapid Observation on January 26, 2001

HUANG, Zong-Ying, PU, Zu-Yin, XIAO, Chi-Jie, ZONG, Qiu-Gang, FU, Sui-Yan, XIE, Lun, SHI, Quan-Qi, CAO, Jin-Bin, LIU, Zhen-Xing, SHEN, Cao, SHI, Jian-Kui, LU, Li, WANG, Nai-Quan, CHEN, Tao, Fritz, T, G

Journal:

Chinese Journal of Geophysics

Year:

2004

Language:

english

File:

PDF, 6.87 MB

english, 2004

15

Stackelberg game approach for sustainable production-inventory model with collaborative investment in technology for reducing carbon emissions

Lu, Chi-Jie, Yang, Chih-Te, Yen, Hsiu-Feng

Journal:

Journal of Cleaner Production

Year:

2020

File:

PDF, 1.51 MB

2020

16

Efficiency measurement using independent component analysis and data envelopment analysis

Ling-Jing Kao, Chi-Jie Lu, Chih-Chou Chiu

Journal:

European Journal of Operational Research

Year:

2011

Language:

english

File:

PDF, 657 KB

english, 2011

17

Combining independent component analysis and growing hierarchical self-organizing maps with support vector regression in product demand forecasting

Chi-Jie Lu, Yen-Wen Wang

Journal:

International Journal of Production Economics

Year:

2010

Language:

english

File:

PDF, 365 KB

english, 2010

18

Mining the customer credit using classification and regression tree and multivariate adaptive regression splines

Tian-Shyug Lee, Chih-Chou Chiu, Yu-Chao Chou, Chi-Jie Lu

Journal:

Computational Statistics & Data Analysis

Year:

2006

Language:

english

File:

PDF, 298 KB

english, 2006

19

Integrating independent component analysis-based denoising scheme with neural network for stock price prediction

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 543 KB

english, 2010

20

Independent component analysis-based defect detection in patterned liquid crystal display surfaces

Chi-Jie Lu, Du-Ming Tsai

Journal:

Image and Vision Computing

Year:

2008

Language:

english

File:

PDF, 1.35 MB

english, 2008

21

An independent component analysis-based filter design for defect detection in low-contrast surface images

Du-Ming Tsai, Ping-Chieh Lin, Chi-Jie Lu

Journal:

Pattern Recognition

Year:

2006

Language:

english

File:

PDF, 848 KB

english, 2006

22

Credit scoring using the hybrid neural discriminant technique

Tian-Shyug Lee, Chih-Chou Chiu, Chi-Jie Lu, I-Fei Chen

Journal:

Expert Systems with Applications

Year:

2002

Language:

english

File:

PDF, 327 KB

english, 2002

23

Automatic defect inspection for LCDs using singular value decomposition

Chi-Jie Lu, Du-Ming Tsai

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2005

Language:

english

File:

PDF, 434 KB

english, 2005

24

An independent component analysis-based disturbance separation scheme for statistical process monitoring

Journal:

Journal of Intelligent Manufacturing

Year:

2012

Language:

english

File:

PDF, 464 KB

english, 2012

25

An efficient CMAC neural network for stock index forecasting

Chi-Jie Lu, Jui-Yu Wu

Journal:

Expert Systems with Applications

Year:

2011

Language:

english

File:

PDF, 475 KB

english, 2011

26

[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 - ICA-Based Signal Reconstruction Scheme with Neural Network in Time Series Forecasting

Lu, Chi-Jie, Wu, Jui-Yu, Lee, Tian-Shyug

Year:

2009

Language:

english

File:

PDF, 433 KB

english, 2009

27

Hybridizing nonlinear independent component analysis and support vector regression with particle swarm optimization for stock index forecasting

Journal:

Neural Computing and Applications

Year:

2013

Language:

english

File:

PDF, 455 KB

english, 2013

28

Incorporating feature selection method into support vector regression for stock index forecasting

Wensheng Dai, Yuehjen E. Shao, Chi-Jie Lu

Journal:

Neural Computing and Applications

Year:

2013

Language:

english

File:

PDF, 371 KB

english, 2013

29

Sales forecasting of computer products based on variable selection scheme and support vector regression

Journal:

Year:

2014

Language:

english

File:

PDF, 456 KB

english, 2014

30

DATA MINING BY USING THE INTEGRATION OF NEURAL NETWORK AND DISCRIMINANT ANALYSIS

Chiu, Chih-Chou, Lee, Tian-Shyug, Chou, Yu-Chao, Lu, Chi-Jie

Journal:

Journal of the Chinese Institute of Industrial Engineers

Year:

2002

Language:

english

File:

PDF, 633 KB

english, 2002

31

[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 - Applying Classification Problems via a Data Mining Approach Based on a Cerebellar Model Articulation Controller

Wu, Jui-Yu, Lu, Chi-Jie

Year:

2009

Language:

english

File:

PDF, 457 KB

english, 2009

32

[IEEE 2009 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) - Hong Kong, China (2009.12.8-2009.12.11)] 2009 IEEE International Conference on Industrial Engineering and Engineering Management - Forecasting stock price using Nonlinear independent component analysis and support vector regression

Lu, Chi-Jie, Wu, Jui-Yu, Fan, Cheng-Ruei, Chiu, Chih-Chou

Year:

2009

Language:

english

File:

PDF, 674 KB

english, 2009

33

[IEEE 2009 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) - Hong Kong, China (2009.12.8-2009.12.11)] 2009 IEEE International Conference on Industrial Engineering and Engineering Management - Stock index prediction: A comparison of MARS, BPN and SVR in an emerging market

Lu, Chi-Jie, Chang, Chih-Hsiang, Chen, Chien-Yu, Chiu, Chih-Chou, Lee, Tian-Shyug

Year:

2009

Language:

english

File:

PDF, 554 KB

english, 2009

34

[IEEE 2007 IEEE International Conference on Industrial Engineering and Engineering Management - Singapore (2007.12.2-2007.12.4)] 2007 IEEE International Conference on Industrial Engineering and Engineering Management - Process disturbance identification using ICA-based image reconstruction scheme with neural network

Shien-Ping Huang,, Chih-Chou Chiu,, Cook, Deborah F., Chi-Jie Lu,

Year:

2007

Language:

english

File:

PDF, 337 KB

english, 2007

35

[IEEE 2007 International Conference on Convergence Information Technology (ICCIT 2007) - Gyeongju-si, Gyeongbuk, Korea (2007.11.21-2007.11.23)] 2007 International Conference on Convergence Information Technology (ICCIT 2007) - Integrating ICA and DEA Model for Efficiency Measurement

Lu, Chi-jie, Chiu, Chih-Chou, Chen, Bau-Yun, Kao, Ling Jing

Year:

2007

Language:

english

File:

PDF, 331 KB

english, 2007

36

Hybrid Soft Computing Schemes for the Prediction of Import Demand of Crude Oil in Taiwan

Shao, Yuehjen E., Lu, Chi-Jie, Hou, Chia-Ding

Journal:

Mathematical Problems in Engineering

Year:

2014

Language:

english

File:

PDF, 409 KB

english, 2014

37

A Hybrid ICA-SVM Approach for Determining the Quality Variables at Fault in a Multivariate Process

Shao, Yuehjen E., Lu, Chi-Jie, Wang, Yu-Chiun

Journal:

Mathematical Problems in Engineering

Year:

2012

Language:

english

File:

PDF, 923 KB

english, 2012

38

[IEEE 2009 International Joint Conference on Computational Sciences and Optimization, CSO - Sanya, Hainan, China (2009.04.24-2009.04.26)] 2009 International Joint Conference on Computational Sciences and Optimization - Application of Independent Component Analysis Preprocessing and Support Vector Regression in Time Series Prediction

Lu, Chi-Jie, Wu, Jui-Yu, Lee, Tian-Shyug

Year:

2009

Language:

english

File:

PDF, 891 KB

english, 2009

39

[IEEE 2009 International Conference on Artificial Intelligence and Computational Intelligence - Shanghai, China (2009.11.7-2009.11.8)] 2009 International Conference on Artificial Intelligence and Computational Intelligence - Neuro-computing Method for Data Mining

Wu, Jui-Yu, Lu, Chi-Jie

Year:

2009

Language:

english

File:

PDF, 316 KB

english, 2009

40

[IEEE 2008 Fourth International Conference on Natural Computation - Jinan, Shandong, China (2008.10.18-2008.10.20)] 2008 Fourth International Conference on Natural Computation - Financial Time Series Forecasting Using a Compound Model Based on Wavelet Frame and Support Vector Regression

Dai, Wensheng, Lu, Chi-Jie

Year:

2008

Language:

english

File:

PDF, 827 KB

english, 2008

41

[IEEE 2010 International Symposium on Computer, Communication, Control and Automation (3CA) - Tainan, Taiwan (2010.05.5-2010.05.7)] 2010 International Symposium on Computer, Communication, Control and Automation (3CA) - Combining independent component analysis and support vector machine for identifying fault quality variables in the multivariate process

Lu, Chi-Jie, Shao, Yuehjen E., Wang, Yu-Chiun

Year:

2010

File:

PDF, 121 KB

2010

42

[IEEE 2007 International Conference on Convergence Information Technology (ICCIT 2007) - Gyeongju-si, Gyeongbuk, Korea (2007.11.21-2007.11.23)] 2007 International Conference on Convergence Information Technology (ICCIT 2007) - Integrating ICA and DEA Model for Efficiency Measurement

Lu, Chi-jie, Chiu, Chih-Chou, Chen, Bau-Yun, Kao, Ling Jing

Year:

2007

Language:

english

File:

PDF, 331 KB

english, 2007

43

Multiple Flux Rope Events at the High-Latitude Magnetopause on January 26, 2001: Current Density Calculation

XIAO, Chi-Jie, PU, Zu-Yin, HUANG, Zong-Ying, FU, Sui-Yan, XIE, Lun, ZONG, Qiu-Gang, T, Fritz, K-H, Glassmeier, LIU, Zhen-Xing, CAO, Jin-Bin, SHI, Jian-Kui, SHEN, Chao, LU, Li, WANG, Nai-Quan, CHEN, Ta

Journal:

Chinese Journal of Geophysics

Year:

2004

Language:

english

File:

PDF, 328 KB

english, 2004

44

A clustering-based sales forecasting scheme by using extreme learning machine and ensembling linkage methods with applications to computer server

Lu, Chi-Jie, Kao, Ling-Jing

Journal:

Engineering Applications of Artificial Intelligence

Year:

2016

Language:

english

File:

PDF, 773 KB

english, 2016

45

Recognition of Concurrent Control Chart Patterns by Integrating ICA and SVM

Lu, Chi-Jie, Shao, Yuehjen E., Li, Chin-Chan

Journal:

Applied Mathematics & Information Sciences

Year:

2014

Language:

english

File:

PDF, 650 KB

english, 2014

46

Integration of data mining classification techniques and ensemble learning to identify risk factors and diagnose ovarian cancer recurrence

Tseng, Chih-Jen, Lu, Chi-Jie, Chang, Chi-Chang, Chen, Gin-Den, Cheewakriangkrai, Chalong

Journal:

Artificial Intelligence in Medicine

Year:

2017

Language:

english

File:

PDF, 752 KB

english, 2017

47

[IEEE 2017 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) - Okinawa, Japan (2017.11.24-2017.11.26)] 2017 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) - A hybrid of data mining and ensemble learning forecasting for recurrent ovarian cancer

Lu, Yen-Chiao, Lu, Chi-Jie, Chang, Chi-Chang, Lin, Yu-Wen

Year:

2017

Language:

english

File:

PDF, 82 KB

english, 2017

48

Applying Two-Stage Neural Network Based Classifiers to the Identification of Mixture Control Chart Patterns for an SPC-EPC Process

Shao, Yuehjen E., Chang, Po-Yu, Lu, Chi-Jie

Journal:

Year:

2017

Language:

english

File:

PDF, 2.56 MB

english, 2017

49

A Hybrid Sales Forecasting Scheme by Combining Independent Component Analysis with K-Means Clustering and Support Vector Regression

Lu, Chi-Jie, Chang, Chi-Chang

Journal:

The Scientific World JOURNAL

Year:

2014

Language:

english

File:

PDF, 1.89 MB

english, 2014

50

Applying Different Independent Component Analysis Algorithms and Support Vector Regression for IT Chain Store Sales Forecasting

Dai, Wensheng, Wu, Jui-Yu, Lu, Chi-Jie

Journal:

The Scientific World JOURNAL

Year:

2014

Language:

english

File:

PDF, 2.28 MB

english, 2014