| 期刊論文| 1. | Lu, C.-J.、Shao, Y. E.、Li, P.-H.(2011)。Mixture control chart patterns recognition using independent component analysis and support vector machine。Neurocomputing，74(11)，1908-1914。   | | 2. | Guh, R.-S.、Shiue, Y.-R.(2005)。On-line identification of control chart pattern using self-organizing approaches。International Journal of Production Research，43(6)，1225-1254。 | | 3. | Salehi, M.、Kazemzadeh, R. B.、Salmasnia, A.(2012)。On line detection of mean and variance shift using neural networks and support vector machine in multivariate processes。Applied Soft Computing，12(9)，2973-2984。 | | 4. | Wu, B.、Yu, J.-B.(2010)。A neural network ensemble model for on-line monitoring of process mean and variance shifts in correlated processes。Expert Systems with Applications，37(6)，4058-4065。 | | 5. | Bruzzone, L.、Cossu, R.、Vernazza, G.(2004)。Detection of land-cover transitions by combining multidate classifiers。Pattern Recognition letters，25(13)，1491-1500。 | | 6. | Merkwirth, C.、Mauser, H.、Schulz-Gasch, T.、Roche, O.、Stahl, M.、Lengauer, T.(2004)。Ensemble methods for classification in cheminformatics。Journal of Chemical Information and Modeling，44(6)，1971-1978。 | | 7. | Mangiameli, P.、West, D.、Rampal, R.(2004)。Model selection for medical diagnosis decision support systems。Decision Support Systems，36(3)，247-259。 | | 8. | Maimon, O.、Rokach, L.(2004)。Ensemble of decision trees for mining manufacturing data sets。Machine Engineering，4(1/2)，32-57。 | | 9. | Leigh, W.、Purvis, R.、Ragusa, J. M.(2002)。Forecasting the NYSE composite index with technical analysis, pattern recognizer, neural networks and genetic algorithm: a case study in romantic decision support。Decision Support Systems，32(4)，361-377。 | | 10. | Lin, H.-J.、Kao, Y.-T.、Yang, F.-W.、Wang, P. S. P.(2006)。Content-based image retrieval trained by AdaBoost for mobile application。International Journal of Pattern Recognition and Artificial Intelligence，20(4)，525-541。 | | 11. | Kuncheva, L. I.、Whitaker, C. J.(2003)。Measures of diversity in classifier ensembles and their relationship with ensemble accuracy。Machine Learning，51(2)，181-207。 | | 12. | Guh, R.-S.(2010)。Simultaneous process mean and variance monitoring using artificial neural networks。Computers & Industrial Engineering，58(4)，739-753。 | | 13. | Hachicha, W.、Ghorbel, A.(2012)。A survey of control-chart pattern-recognition literature (1991-2010) based on a new conceptual classification scheme。Computers & Industrial Engineering，63(1)，204-222。 | | 14. | Du, S.、Lv, J.、Xi, L.(2010)。An integrated system for on-line intelligent monitoring and identifying process variability and its application。International Journal of Computer Integrated Manufacturing，23(6)，529-542。 | | 15. | Wang, C.-H.、Dong, T.-P.、Kuo, W.(2009)。A hybrid approach for identification of concurrent control chart patterns。Journal of Intelligent Manufacturing，20(4)，409-419。 | | 16. | Guh, R. S.、Tannock, J. D. T.(1999)。Recognition of control chart concurrent patterns using a neural network approach。International Journal of Production Research，37(8)，1743-1765。 | | 17. | Cheng, C.-S.、Chen, P.-W.、Huang, K.-K.(2011)。Estimating the shift size in the process mean with support vector regression and neural networks。Expert Systems with Applications，38(8)，10624-10630。 | | 18. | Tsai, C.-F.、Lin, Y.-C.、Yen, D. C.、Chen, Y. M.(2011)。Predicting stock returns by classifier ensembles。Applied Soft Computing，11(2)，2452-2459。 | | 19. | Hall, M.、Frank, E.、Holmes, G.、Pfahringer, B.、Reutemann, P.、Witten, Ian H.(2009)。The WEKA data mining software: an update。ACM SIGKDD Explorations Newsletter，11(1)，10-18。 | | 20. | Kittler, J.、Hatef, M.、Duin, R. P. W.、Matas, J.(1998)。On combining classifiers。IEEE Transactions on Pattern Analysis and Machine Intelligence，20(3)，226-239。 | | 21. | Hwarng, H. B.、Hubele, N. F.(1993)。Back-propagation pattern recognizers for X-bar control charts: Methodology and Performance。Computers & Industrial Engineering，24(2)，219-235。 | | 22. | Tumer, K.、Ghosh, J.(1996)。Error correlation and error reduction in ensemble classifiers。Connection Science，8(3/4)，385-404。 | | 23. | Wang, C.-H.、Kuo, W.、Qi, H.(2007)。An integrated approach for process monitoring using wavelet analysis and competitive neural network。International Journal of Production Research，45(1)，227-244。 | | 24. | Wolpert, D. H.(1996)。The lack of a priori distinctions between learning algorithms。Neural Computation，8(7)，1341-1390。 | | 25. | Yu, J.、Xi, L.、Zhou, X.(2009)。Identifying source(s) of out-of-control signals in multivariate manufacturing processes using selective neural network ensemble。Engineering Applications of Artificial Intelligence，22(1)，141-152。 | | 26. | Yu, J.、Xi, L.(2009)。A hybrid learning-based model for on-line monitoring and diagnosis of out-of-control signals in multivariate manufacturing processes。International Journal of Production Research，47(15)，4077-4108。 | | 27. | Yang, W.-A.、Zhou, W.、Liao, W.、Guo, Y.(2015)。Identification and quantification of concurrent control chart patterns using extreme-point symmetric mode decomposition and extreme learning machines。Neurocomputing，147，260-270。 | | 28. | Xie, L.、Gu, N.、Li, D.、Cao, Z.、Tan, M.、Nahavandi, S.(2013)。Concurrent control chart patterns recognition with singular spectrum analysis and support vector machine。Computers & Industrial Engineering，64(1)，280-289。 | | 29. | Wu, C.、Liu, F.、Zhu, B.(2015)。Control chart pattern recognition using an integrated model based on binary-tree support vector machine。International Journal of Production Research，53(7)，2026-2040。 | | 30. | Breiman, L.(1998)。Arcing classifiers。The Annals of Statistics，26(3)，801-849。 | | 31. | Al-Assaf, Y.(2004)。Multi-resolution wavelets analysis approach for the recognition of concurrent control chart patterns。Quality Engineering，17(1)，11-21。 | | 32. | Chen, Z.、Lu, S.、Lam, S.(2007)。A hybrid system for SPC concurrent pattern recognition。Advanced Engineering Informatics，21(3)，303-310。 | | 33. | Carney, J. G.、Cunningham, P.(2000)。Tuning diversity in bagged ensembles。International Journal of Neural Systems，10(4)，267-279。 | | 34. | Brown, G.、Wyatt, J.、Harris, R.、Yao, X.(2005)。Diversity creation methods: a survey and categorization。Information Fusion，6(1)，5-20。 | | 35. | Chiu, C.-C.、Shao, Y. E.、Lee, T.-S.、Lee, K.-M.(2003)。Identification of process disturbance using SPC/EPC and neural networks。Journal of Intelligent Manufacturing，14(3/4)，379-388。 | | 36. | Chinnam, R. B.(2002)。Support vector machines for recognizing shifts in correlated and other manufacturing process。International Journal of Production Research，40(17)，4449-4466。 | | 37. | Cheng, C.-S.、Huang, K.-K.、Chen, P.-W.(2015)。Recognition of control chart patterns using a neural network-based pattern recognizer with features extracted from correlation analysis。Pattern Analysis and Applications，18(1)，75-86。 | | 38. | Geman, S.、Bienenstock, E.、Doursat, R.(1992)。Neural networks and the bias/variance dilemma。Neural Computation，4(1)，1-58。 | | 39. | Gauri, S. K.、Chakraborty, S.(2008)。Improved recognition of control chart patterns using artificial neural networks。International Journal of Advanced Manufacturing Technology，36(11/12)，1191-1201。 | | 40. | Gu, N.、Cao, Z.、Xie, L.、Creighton, D.、Tan, M.、Nahavandi, S.(2013)。Identification of concurrent control chart patterns with singular spectrum analysis and learning vector quantization。Journal of Intelligent Manufacturing，24(6)，1241-1252。 | | 41. | Hassan, A.、Shariff Nabi Baksh, M.、Shaharoun, A. M.、Jamaluddin, H.(2003)。Improved SPC chart pattern recognition using statistical features。International Journal of Production Research，41(7)，1587-1603。 | | 42. | Kuncheva, L. I.(2005)。Diversity in multiple classifier systems。Information Fusion，6(1)，3-4。 | | 43. | Krogh, A.、Vedelsby, J.(1995)。Neural network ensembles, cross-validation, and active learning。Advances in Neural Information Processing Systems，7，231-238。 | | 44. | Lin, S.-Y.、Guh, R.-S.、Shiue, Y.-R.(2011)。Effective recognition of control chart patterns in autocorrelated data using a support vector machine based approach。Computers & Industrial Engineering，61(4)，1123-1134。 | | 45. | Lesany, S. A.、Koochakzadeh, A.、Fatemi Ghomi, S. M. T.(2014)。Recognition and classification of single and concurrent unnatural patterns in control charts via neural networks and fitted line of samples。International Journal of Production Research，52(6)，1771-1786。 | | 46. | Lu, C.-J.、Shao, Y. E.、Li, C.-C.(2014)。Recognition of concurrent control chart patterns by integrating ICA and SVM。Applied Mathematics and Information Sciences，8(2)，681-689。 | | 47. | Rosen, B. E.(1996)。Ensemble learning using decorrelated neural networks。Connection Science，8(3/4)，373-384。 | | 48. | Opitz, D.、Maclin, R.(1999)。Popular ensemble methods: an empirical study。Journal of Artificial Intelligence Research，11，169-198。 | | 49. | Tan, A. C.、Gilbert, D.、Deville, Y.(2003)。Multi-class protein fold classification using a new ensemble machine learning approach。Genome Informatics，14，206-217。 | | 50. | Sharkey, A. J. C.、Sharkey, N. E.(1997)。Combining diverse neural nets。The Knowledge Engineering Review，12(3)，231-247。 | | 51. | Breiman, Leo(1996)。Bagging predictors。Machine Learning，24(2)，123-140。 | 會議論文| 1. | Brazdil, P.、Gama, J.、Henery, B.(1994)。Characterizing the applicability of classification algorithms using meta level learning, Machine Learning。Lecture Notes in Computer Science，edited by Bergadano, F. and de Raedt, L. 。Springer。83-102。 | | 2. | Brodley, C. E.(1995)。Automatic selection of split criterion during tree growing based on node selection。The 12th International Conference on Machine Learning。San Francisco, CA。 | | 3. | Clark, P.、Boswell, R.(1991)。Rule induction with CN2: some recent improvements。Lecture Notes in Computer Science，edited by Kodratoff, Y. 。Berlin：Springer。151-163。 | | 4. | Freund, Y.、Schapire, R. E.(1996)。Experiments with a new boosting algorithm。The Thirteenth International Conference。San Francisco, CA：Morgan Kaufmann。 | | 5. | Hu, X.(2001)。Using rough sets theory and database operations to construct a good ensemble of classifiers for data mining applications。2001 IEEE International Conference on Data Mining。San Jose, CA。 | | 6. | Kennedy, J.、Eberhart, R. C.(1997)。A discrete binary version of the particle swarm algorithm。1997 IEEE International Conference on Systems, Man, and Cybernetics，(會議日期: 1997/10/12)。Orlando, FL：Computational Cybernetics and Simulation。4104-4108。 | | 7. | Lam, L.(2000)。Classifier combinations: implementations and theoretical issues。Lecture Notes in Computer Science，edited by Kittlerand, J. and Roli, F. 。Berlin：Springer。78-86。 | | 8. | Lavangnananda, K.、Piyatumrong, A.(2005)。Image processing approach to features extraction in classification of control chart patterns。2005 IEEE Mid-Summer Workshop on Soft Computing in Industrial Applications。Espoo。 | | 9. | Quinlan, J. R.(1996)。Bagging, boosting, and C4.5。The Thirteenth National Conference on Artificial Intelligence。Portland, OR。 | 研究報告| 1. | Breiman, L.(1996)。Bias, variance, and arcing classifiers。Berkeley, CA：Statistics Department, University of California。 | 圖書| 1. | Rokach, L.(2010)。Pattern Classification Using Ensemble Methods。World Scientific。 | | 2. | Mitchell, T. M.(1997)。Machine Learning。McGraw-Hill。 | | 3. | Western Electric Company(1958)。Statistical Quality Control Handbook。Easton, PA：Mack Print。 | | 4. | Efron, Bradley、Tibshirani, Robert J.(1993)。An Introduction to the Bootstrap。Chapman & Hall/CRC。 | |