Journal Papers

Selected SCI/SSCI/TSSCI indexed papers

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ORCID: orcid.org/0000-0002-7911-2253

*Corresponding author

1. CC Chang, TC Liu, CJ Lu, HC Chiu,WN Lin* (Dec 2024), Explainable machine learning model for identifying key gut microbes and metabolites biomarkers associated with myasthenia gravis, Computational and Structural Biotechnology Journal, 23:1572-1583(SCI) https://doi.org/10.1016/j.csbj.2024.04.025  

2. YC Huang, TC Liu, CJ Lu*, (Nov 2024), Establishing a machine learning dementia progression prediction model with multiple integrated data, BMC Medical Research Methodology, 24: 288. (SCI) https://doi.org/10.1186/s12874-024-02411-2 

3. TJ Chang, TS Lee, CT Yang, CJ Lu* (Dec 2023), A ternary-frequency cryptocurrency price prediction scheme by ensemble of clustering and reconstructing intrinsic mode functions based on CEEMDAN, Expert Systems with Applications, 233:121008 (SCI) https://doi.org/10.1016/j.eswa.2023.121008 

4. CJ Lu, M Gu, TS Lee, CT Yang* (Nov 2022), Integrated multistage supply chain inventory model of multiple retailers with imperfect production and inspection systems. Soft Computing, 26: 12057-12075 (SCI). https://doi.org/10.1007/s00500-022-07490-1  

5. CJ Lu, M Gu, TS Lee, CT Yang* (Sep 2022), Impact of carbon emission policy combinations on the optimal production-inventory decisions for deteriorating items, Expert Systems with Applications, 201：117234 (SCI) https://doi.org/10.1016/j.eswa.2022.117234 

6. CC Chang, CJ Lu, CT Yang (Aug 2022), Multistage supply chain production–inventory model with collaborative preservation technology investment, Scientia Iranica, 29(4): 2099-2114  (SCI) https://doi.org/10.24200/sci.2020.53357.3200 

7. TJ Chang, S Lee, J Lee, CJ Lu* (Jan 2022), An Interval-Valued Time Series Forecasting Scheme With Probability Distribution Features for Electric Power Generation Prediction, IEEE Access, 10：6417-6429 (SCI) https://doi.org/10.1109/ACCESS.2022.3142083 

8. YL Chiu, MJ Jhou, TS Lee, CJ Lu*, MS Chen* (Oct 2021), Health Data-Driven Machine Learning Algorithms Applied to Risk Indicators Assessment for Chronic Kidney Disease, Risk Management and Healthcare Policy, 2021(14)：4401—4412 (SSCI) https://doi.org/10.2147/RMHP.S319405 

9. M Gu, CC Liu*, CC Hsu, CJ Lu, TS Lee, M Chen, CC Ho (Mar 2021), Associations of sleep duration with physical fitness performance and self-perception of health: a cross-sectional study of Taiwanese adults aged 23-45, BMC Public Health, 21：594 (SCI) https://doi.org/10.1186/s12889-021-10636-9 

10. 曹修章, 呂奇傑*, 周茂振 (Dec 2020), 應用特徵價格法探討航空噪音對於房地產價格之影響-以桃園國際機場為例, 運輸學刊, 32(4)：401-426 (TSSCI) 

11. CJ Lu, CT Yang, HF Yen (Oct 2020), Stackelberg game approach for sustainable production-inventory model with collaborative investment in technology for reducing carbon emissions, Journal of Cleaner Production, 270：121963 (SCI) https://doi.org/10.1016/j.jclepro.2020.121963 

12. CC Chang, CJ Lu, C Cheewakriangkrai, SH Chang (Jun 2018), Computational Intelligence Technologies Meet Medical Informatics-From Prediction to Prognosis, Journal of Universal Computer Science, 24(6)：662-664 (SCI) https://doi.org/10.3217/jucs-024-06

13. IF Chen, CJ Lu* (Sep 2017), Sales forecasting by combining clustering and machine-learning techniques for computer retailing, Neural Computing and Applications, 28：2633-2647  (SCI) https://doi.org/10.1007/s00521-016-2215-x 

14. CJ Tseng, CJ Lu, CC Chang*, GD Chen, C Cheewakriangkrai (May 2017), Integration of data mining classification techniques and ensemble learning to identify risk factors and diagnosis ovarian cancer recurrence, Artificial Intelligence in Medicine, 78 ：47-54  (SCI) https://doi.org/10.1016/j.artmed.2017.06.003 

15. CJ Lu*, LJ Kao (Oct 2016), A clustering-based sales forecasting scheme by using extreme learning machine and ensembling linkage methods with applications to computer server, Engineering Applications of Artificial Intelligence, 55: 231-238  (SCI) https://doi.org/10.1016/j.engappai.2016.06.015 

16. LJ Kao, TS Lee, CJ Lu* (Jun 2016),  A multi-stage control chart pattern recognition scheme based on independent component analysis and support vector machine, Journal of Intelligent Manufacturing, 27：653-66 (SCI) https://doi.org/10.1007/s10845-014-0903-x 

17. CJ Tseng, CJ Lu, CC Chang*, GD Chen (May 2014), Application of machine learning to predict the recurrence-proneness for cervical cancer, Neural Computing and Applications, 24：1311-131 (SCI) https://doi.org/10.1007/s00521-013-1359-1 

18. CJ Lu* (Mar 2014), Sales Forecasting of Computer Products Based on Variable Selection Scheme and Support Vector Regression, Neurocomputing, 128：491-499 (SCI) https://doi.org/10.1016/j.neucom.2013.08.012 

19. CJ Lu, YE Shao*, CC Li, (Mar 2014), Recognition of concurrent control chart patterns by integrating ICA and SVM, Applied Mathematics & Information Sciences, 8：681-689 (SCI) http://dx.doi.org/10.12785/amis/080227 

20. CJ Lu* (Dec 2013), Hybridizing nonlinear independent component analysis and support vector regression with particle swarm optimization for stock index forecasting, Neural Computing and Applications, 23：2417-2427(SCI) https://doi.org/10.1007/s00521-012-1198-5   

21. W Dai, YE Shao, CJ Lu*, (Nov 2013), Incorporating feature selection method into support vector regression for stock index forecasting, Neural Computing and Applications, 23：1551-1561 (SCI) https://doi.org/10.1007/s00521-012-1104-1   

22. LJ Kao, CC Chiu, CJ Lu*, CH Chang, (Feb 2013), A hybrid approach by integrating wavelet-based feature extraction with MARS and SVR for stock index forecasting, Decision Support Systems, 54：1228-1244 (SCI)  https://doi.org/10.1016/j.dss.2012.11.012 

23. LJ Kao, CC Chiu, CJ Lu*, JL Yang, (Jan 2013), Integration of nonlinear independent component analysis and support vector regression for stock price forecasting, Neurocomputing, 99：534-542 (SCI) https://doi.org/10.1016/j.neucom.2012.06.037 

24. CJ Lu, TS Lee, CM Lian, (Dec 2012), Sales forecasting for computer wholesalers: A comparison of multivariate adaptive regression splines and artificial neural networks, Decision Support Systems, 54：584-596 (SCI) https://doi.org/10.1016/j.dss.2012.08.006  

25. CJ Lu* (Jun 2012), An independent component analysis-based disturbance separation scheme for statistical process monitoring, Journal of Intelligent Manufacturing, 23：561-573 (SCI) https://doi.org/10.1007/s10845-010-0394-3 

26. W Dai, JY Wu, CJ Lu* (Mar 2012), Combining nonlinear independent component analysis and neural network for the prediction of Asian stock market indexes, Expert Systems with Applications, 39：4444-4452 (SCI) https://doi.org/10.1016/j.eswa.2011.09.145 

27. CJ Lu, JY Wu* (Dec 2011), An efficient CMAC neural network for stock index forecasting, Expert Systems with Applications, 38：15194-15 (SCI) https://doi.org/10.1016/j.eswa.2011.05.082 

28. CJ Lu, YE Shao*, BS Li, (May 2011), Mixture control chart patterns recognition using independent component analysis and support vector machine, Neurocomputing, 74(11)：1908-1914 (SCI) https://doi.org/10.1016/j.neucom.2010.06.036 

29. LJ Kao, CJ Lu, CC Chiu* (Apr 2011), Efficiency measurement using independent component analysis and data envelopment analysis, European Journal of Operational Research, 210：310-317 (SCI) https://doi.org/10.1016/j.ejor.2010.09.016 

30. CJ Lu, YW Wang*, (Dec 2010), Combining independent component analysis and growing hierarchical self-organizing maps with support vector regression in product demand forecasting, International Journal of Production Economics, 128(2)：603-613 (SCI) https://doi.org/10.1016/j.ijpe.2010.07.004 

31. CJ Lu* (Oct 2010), Integrating independent component analysis-based denoising scheme with neural network for stock price prediction, Expert Systems with Applications, 37(10)：7056-7064 (SCI) https://doi.org/10.1016/j.eswa.2010.03.012 

32. CJ Lu, TS Lee*, CC Chiu，(May 2009), Financial time series forecasting using independent component analysis and support vector regression, Decision Support Systems, 47：115-125 (SCI) https://doi.org/10.1016/j.dss.2009.02.001 

33. 呂奇傑, 邱志洲*, 李天行, 阮志勳 (Mar 2009), 應用獨立成分分析與蕭華特管制圖於統計製程監控, 中山管理評論, 17：81-114 (TSSCI)

34. CJ Lu, DM Tsai* (Jul 2008), Independent component analysis-based defect detection in patterned liquid crystal display surfaces, Image and Vision Computing, 28：955-970 (SCI) https://doi.org/10.1016/j.imavis.2007.10.007

35. CJ Lu, CM Wu, CJ Keng, CC Chiu* (Feb 2008), Integrating application of SPC/EPC/ICA and neural networks, International Journal of Production Research, 46(4)：873-893 (SCI) https://doi.org/10.1080/00207540600943969

36. DM Tsai*, PC Lin, CJ Lu, (Sep 2006), An independent component analysis based filter design for defect detection in low-contrast surface images, Pattern Recognition, 39：1679-1694 (SCI) https://doi.org/10.1016/j.patcog.2006.03.005 

37. TS Lee*, CC Chiu, YC Chou, CJ Lu (Feb 2006), Mining the customer credit using classification and regression tree and multivariate adaptive regression splines, Computational Statistics & Data Analysis, 50：1113-1130 (SCI) https://doi.org/10.1016/j.csda.2004.11.006 

38. CJ Lu, DM Tsai* (Jan 2005), Automatic defect inspection for LCDs using singular value decomposition, International Journal of Advanced Manufacturing Technology, 25:53-61 (SCI) https://doi.org/10.1007/s00170-003-1832-6 

39. CJ Lu, DM Tsai* (Oct 2004), Defect inspection of patterned TFT-LCDs using a fast sub-image based SVD, International Journal of Production Research, 42：4331-435 (SCI) https://doi.org/10.1080/00207540410001716480

40. TS Lee*, CC Chiu, CJ Lu, IF Chen (Oct 2002), Credit scoring using hybrid neural discriminant technique, Expert Systems with Applications, 23：245-254 (SCI) https://doi.org/10.1016/S0957-4174(02)00044-1