| 期刊論文| 1. | Tang, Z.、Fishwick, P. A.(1993)。Feedforward Neural Nets as Models for Time Series Forecasting。ORSA Journal on Computing，5(4)，374-385。   | | 2. | Zhang, H.、Yu, C. Y.、Singer, B.、Xiong, M.(2001)。Recursive partitioning for tumor classification with gene expression microarray data。Proceedings of the National Academy Sciences of the Unites States of America，98，6730-6735。 | | 3. | Delen, D.、Walker, G.、Kadam, A.(2005)。Predicting Breast Cancer Survivability: A Comparison of Three Data Mining Methods。Artificial Intelligence in Medicine，34(2)，113-127。 | | 4. | Chiu, C.-C.、Shao, Y. E.、Lee, T.-S.(2003)。Identification of process disturbance using SPC/EPC and neural networks。Journal of Intelligent Manufacturing，14(3/4)，379-388。 | | 5. | van de Vijver, M. J.、He, Y. D.、van 't Veer, L. J.、Dai, H.、Hart, A. A. M.、Voskuil, D. W.、Schreiber, G. J.、Peterse, J. L.、Roberts, C.、Marton, M. J.、Parrish, M.、Atsma, D.、Witteveen, A.、Glas, A.、Delahaye, L.、van der Velde, T.、Bartelink, H.、Rodenhuis, S.、Rutgers, E. T.、Friend, S. H.、Bernards, R.(2002)。A gene-expression signature as a predictor of survival in breast cancer。New England Journal of Medicine，347(25)，1999-2009。 | | 6. | 李天行、陳能靜、蔡榮裕(20011200)。現貨盤後期貨交易資訊內涵之研究--以新加坡交易所日經225指數期貨為例。管理學報，18(4)，567-588。 延伸查詢 | | 7. | Khan, J.、Wei, J. S.、Ringner, M.、Saal, L. H.、Ladanyi, M.、Westermann, F.、Berthold, F.、Schwab, M.、Antonescu, C. R.、Peterson, C.、Meltzer, P. S.(2001)。Classification and diagnostic prediction of cancers using gene expression profiling and artificial neural networks。Nature Medicine，7(6)，673-679。 | | 8. | Cox, David R.(1972)。Regression Models and Life-Tables。Journal of the Royal Statistical Society, Series B (Methodological)，34(2)，187-220。 | | 9. | Cybenko, G.(1989)。Approximation by superpositions of a sigmoidal function。Mathematics of Control, Signals, and Systems，2(4)，303-314。 | | 10. | Vellido, Alfredo、Lisboa, Paulo J. G.、Vaughan, J.(1999)。Neural networks in business: A survey of applications (1992-1998)。Expert Systems with Applications，17(1)，51-70。 | | 11. | Jain, A. K.、Mao, J.、Mohiuddin, K.(1996)。Artificial Neural Network: a Tutorial。IEEE Computer，29，31-44。 | | 12. | Kaplan, E. L.、Meier, Paul(1958)。Nonparametric Estimation from Incomplete Observations。Journal of the American Statistical Association，53(282)，457-481。 | | 13. | Chung, H. M.、Gray, P.(1999)。Special section: Data mining。Journal of Management Information Systems，16(1)，11-16。 | | 14. | Van den Berg, G. J.(1990)。Search Behaviour, Transitions to Nonparticipation and the Duration Unemployment。Economic Journal，100，842-865。 | | 15. | Fayyad, U.、Piatetsky-Shapiro, G.、Smyth, P. N.(1996)。The KDD Process for Extracting Useful Knowledge from Volumes of Data。Communications of the ACM，39(11)，27-34。 | | 16. | Hall, C.(1996)。Intelligent Data Mining at IBM: New Products and Applications。Intelligent Software Strategies，7(5)，1-11。 | | 17. | Baxt, W. G.(1990)。Use of an artificial neural network for data analysis in clinical decision-making: The diagnosis of acute coronary occlusion。Neural Computation，2(4)，480-489。 | | 18. | Brown, M.、Grundy, W.、Lin, D.、Cristianini, N.、Sugnet, C.、Furey, T.、Ares, M. Jr.、Haussler, D.(2000)。Knowledge based analysis of microarray gene expression data using support vector machine。Proceedings of the National Academy Sciences of the United States of America，97(1)，262-267。 | | 19. | Cawley, G. C.、Talbot, N. L. C.(2006)。Gene selection in cancer classification using sparse logistic regression with Bayesian regularization。Bioinformatics，22(19)，2348-2355。 | | 20. | Chan, J. K.、Loizzi, V.、Burger, R. A.、Rutgers, J.、Monk, B. J.(2003)。Prognostic factors in neuroendocrine small cell cervical carcinoma: A multivariate analysis。Cancer，97(3)，568-574。 | | 21. | Davy, M. L.、Dodd, T. J.、Luke, C. G.、Roder, D. M.(2003)。Cervical cancer: effect of glandular cell type on prognosis, treatment, and survival。Obstetrics and Gynecology，101(1)，38-45。 | | 22. | Dolgobrodov, S. G.、Moore, P.、Marshall, R.、Bittern, R.、Steele, R.、Cuschieri, A.(2007)。Artificial neural network: predicted vs observed survival in patients with colonic cancer。Diseases of the Colon and Rectum，50(2)，184-191。 | | 23. | Eleuteri, A.、Tagliaferri, R.、Milano, L.、Placido, S. D.、Laurentiis, M. D.(2003)。A novel neural network-based survival analysis model。Neural Networks，16，855-864。 | | 24. | Ennett, C. M.、Frize, M.、Charette, E.(2004)。Improvement and automation of artificial neural networks to estimate medical outcomes。Medical Engineering and Physics，26(4)，321-328。 | | 25. | Grieco, A.、Pompili, M.、Caminiti, G.、Miele, L.、Covino, M.、Alfei, B.、Rapaccini, G. L.、Gasbarrini, G.(2005)。Prognostic factors for survival in patients with early-intermediate hepatocellular carcinoma undergoing non-surgical therapy: comparison of Okuda, CLIP, and BCLC staging systems in a single Italian centre。Gut，54(3)，411-418。 | | 26. | Jefferson, M. F.、Pendleton, N.、Lucas, S. B.、Horan, M. A.(1997)。Comparison of a genetic algorithm neural network with logistic regression for predicting outcome after surgery for patients with nonsmall cell lung carcinoma。Cancer，79(7)，1338-1342。 | | 27. | Jones, A. S.、Taktak, A. G.、Helliwell, T. R.、Fenton, J. E.、Birchall, M. A.、Husband, D. J.、Fisher, A. C.(2006)。An artificial neural network improves prediction of observed survival in patients with laryngeal squamous carcinoma。European Archives of Oto-Rhino-Laryngology，263(6)，541-547。 | | 28. | Kosary, C. L.(1994)。FIGO stage, histology, histologic grade, age and race as prognostic factors in determining survival for cancers of the female gynecological system: an analysis of 1973-87 SEER cases of cancers of the endometrium, cervix, ovary, vulva, and vagina。Seminars in Surgical Oncology，10(1)，31-46。 | | 29. | Lippmann, R. P.(1987)。An introduction to computing with neural net。IEEE ASSP Magazine，4(2)，4-22。 | | 30. | Lundin, M.、Lundin, J.、Burke, H. B.、Toikkanen, S.、Pylkkänen, L.、Joensuu, H.(1999)。Artificial neural networks applied to survival prediction in breast cancer。Oncology，57(4)，281-286。 | | 31. | Mofidi, R.、Deans, C.、Duff, M. D.、de Beaux, A. C.、Paterson-Brown, S.(2006)。Prediction of survival from carcinoma of oesophagus and oesophago-gastric junction following surgical resection using an artificial neural network。European Journal of Surgical Oncology，32(5)，533-539。 | | 32. | Ottenbacher, K. J.、Smith, P. M.、Illig, S. B.、Linn, R. T.、Fiedler, R. C.、Granger, C. V.(2001)。Comparison of logistic regression and neural networks to predict rehospitalization in patients with stroke。Journal of Clinical Epidemiology，54(11)，1159-1165。 | | 33. | Poli, R.、Cagnoni, S.、Livi, R.、Coppini, G.、Valli, G.(1991)。A neural network expert system for diagnosing and treating hypertension。Computer，24(3)，64-71。 | | 34. | Qian, N.、Sejnowski, T. J.(1988)。Predicting the secondary structure of globular proteins using neural network models。Journal of Molecular Biology，202，865-884。 | | 35. | Ravdin, P. M.、Clark, G. M.(1992)。A practical application of neural network analysis for predicting outcome of individual breast cancer patients。Breast Cancer Research and Treatment，22，285-293。 | | 36. | Sakamoto, N.、Ozawa, K.、Niimura, T.(2006)。Grid computing solutions for artificial neural network-based electricity market forecasts。International Joint Conference on Neural Networks，3，4382-4386。 | | 37. | Simek, K.、Fujarewicz, K.、Swierniak, A.、Kimmel, M.、Jarzab, B.、Wiench, M.、Rzeszowska, J.(2004)。Using SVD and SVM methods for selection, classification, clustering and modeling of DNA microarray data。Engineering Application of Artificial Intelligence，17，417-427。 | | 38. | Zhang, G.、Berardi, V.(1999)。An investigation of neural networks in thyroid function diagnosis。Health Care Management Science，1，29-37。 | | 39. | Craven, M. W.、Shavlik, J. W.(1997)。Using neural networks for data mining。Future Generation Computer Systems，13(2/3)，221-229。 | | 40. | Fish, K. E.、Barnes, J. H.、Aiken, M. W.(1995)。Artificial neural networks: A new methodology for industrial market segmentation。Industrial Marketing Management，24(5)，431-438。 | | 41. | Furey, T. S.、Cristianini, N.、Duffy, N.、Bednarski, D. W.、Schummer, M.、Haussler, D.(2000)。Support vector machine classification and validation of cancer tissue samples using microarray expression data。Bioinformatics，16(10)，906-914。 | | 42. | Lavrač, Nada(1999)。Selected techniques for data mining in medicine。Artificial intelligence in medicine，16(1)，3-23。 | | 43. | Lee, T.-S.、Chen, I.-F.(2005)。A two-stage hybrid credit scoring model using artificial neural networks and multivariate adaptive regression splines。Expert Systems with Applications，28(4)，743-752。 | | 44. | Lee, T. S.、Chiu, C. C.(2002)。Neural Network Forecasting of an Opening Cash Price Index。International Journal of Systems Science，33(3)，229-237。 | | 45. | Lee, T.-S.、Chiu, C.-C.、Lu, C.-J.、Chen, I.-F.(2002)。Credit Scoring Using the Hybrid Neural Discriminant Technique。Expert Systems with Applications，23(3)，245-254。 | | 46. | Leung, Mark T.、Chen, An-Sing、Daouk, Hazem(2000)。Forecasting Exchange Rates Using General Regression Neural Networks。Computers & Operations Research，27，1093-1110。 | | 47. | Romero, C.、Ventura, S.(2007)。Educational data mining: a survey from 1995 to 2005。Expert Systems with Applications，33(1)，135-146。 | | 48. | Salchenberger, L. M.、Cinar, E. M.、Lash, N. A.(1992)。Neural Networks: A New Tool for Predicting Thrift Failures。Decision Sciences，23(4)，899-916。 | | 49. | Stern, H. S.(1996)。Neural networks in applied statistics。Technometrics，38(3)，205-214。 | | 50. | Wong, F. S.(1991)。Time series forecasting using backpropagation neural networks。Neurocomputing，2(4)，147-159。 | | 51. | Zhang, Guoqiang、Patuwo, B. Eddy、Hu, Michael Y.(1998)。Forecasting with artificial neural networks: the state of the art。International Journal of Forecasting，14(1)，35-62。 | | 52. | 李俊宏(20090900)。類神經網路與癌症基因統計資訊應用於白血病醫學文件分類之研究。工程科技與教育學刊，6(3)，239-256。 延伸查詢 | | 53. | Albrecht, A.、Vinterbo, S. A.、Ohno-Machado, L.(2003)。An Epicurean learning approach to gene-expression data classification。Artificail Intelligence in Medicine，28，75-87。 | | 54. | Andea, A. A.、Wallis, T.、Newman, L. A.、Bouwman, D.、Dey, J.、Visscher, D. W.(2002)。Pathologic analysis of tumor size and lymph node status in multifocal/multicentric breast carcinoma。Cancer，94，1383-1390。 | | 55. | Balslev, I.、Axelsson, C. K.、Zedeler, K.(1994)。The Nottingham prognostic index applied to 9,149 patients from the Danish Breast Cancer Cooperative Group (DBCCG)。Breast Cancer Research and Treatment，32，281-290。 | | 56. | Buadu, L. D.、Murakami, J.、Murayama, S.、Hashiguchi, N.、Sakai, S.、Masuda, K.、Toyoshima, S.、Kuroki, S.、Ohno, S.(1996)。Breast lesions: Correlation of contrast medium enhancement patterns on MR images with histopathologic findings and tumor angiogenesis。Radiology，200，639-649。 | | 57. | Chiang, J. H.、Chao, S. Y.(2007)。Modeling human cancer-related regulatory modules by GA-RNN hybrid algorithms。BMC Bioinformatics，8(1)，2093-2105。 | | 58. | Yang, B.、Wang, X.(2006)。Research on the performance of grid computing for distributed neural networks。International Journal of Computer Science and Network Security，6(4)，179-187。 | | 59. | Xu, Y.、Selaru, F. M.、Yin, J.、Zou, T. T.、Shustova, V.、Mori, Y.、Sato, F.、Liu, T. C.、Olaru, A.、Wang, S.、Kimos, M. C.、Perry, K.、Desai, K.、Greenwald, B. D.、Krasna, M. J.、Shibata, D.、Abraham, J. M.、Meltzer, S. J.(2002)。Artificial neural networks and gene filtering distinguish between global gene expression profiles of Barrett's esophagus and esophageal cancer。Cancer Research，62(12)，3493-3497。 | | 60. | Wu, T. K.、Huang, S. C.、Meng, Y. R.(2008)。Evaluation of ANN and SVM classifiers as predictors to the diagnosis of students with learning disabilities。Expert Systems with Applications，34(3)，1846-1856。 | | 61. | Walczak, S.、Schart, J. E.(2000)。Reducing surgical patient costs through use of an article neural network to prediction transfusion requirement redundancy。Decision Support Systems，30(2)，125-138。 | | 62. | Snow, P. B.、Kerr, D. J.、Brandt, J. M.、Rodvold, D. M.(2001)。Neural network and regression predictions of 5-year survival after colon carcinoma treatment。Cancer，91(8)，1673-1678。 | | 63. | Simpson, J. F.、Page, D. L.(1994)。Status of breast cancer prognostication based on histopathologic data。American Journal of Clinical Pathology，102，3-8。 | | 64. | Sidoni, A.、Bellezza, G.、Cavaliere, A.、Del Sordo, R.、Scheibel, M.、Bucciarelli, E.(2004)。Prognostic indexes in breast cancer: Comparison of the Nottingham and Adelaide indexes。The Breast，13，23-27。 | | 65. | Shyr, Y.(1998)。Applying understanding & not misusing medical biostatistics。Medical Newsletter of Chang Gung Memorial Hospital (Taiwan)，8，24-25。 | | 66. | Sargent, D. J.(2001)。Comparison of artificial neural networks with other statistical approaches: results from medical data sets。Cancer，91(8)，1636-1642。 | | 67. | Roberti, N. E.(1997)。The role of histologic grading in the prognosis of patients with carcinoma of the breast: is this a neglected opportunity?。Cancer，80，1708-1716。 | | 68. | Rivadeneira, D. E.、Simmons, R. M.、Christos, P. J.、Hanna, K.、Daly, J. M.、Osborne, M. P.(2000)。Predictive factors associated with axillary lymph node metastasis in T1a and T1b breast carcinomas: Analysis in more than 900 patients。Journal of American College of Surgeons，191，1-6。 | | 69. | Richards, G.、Rayward-Smith, V. J.、Sönksen, P. H.、Carey, S.、Weng, C.(2001)。Data mining for indicators of early mortality in a database of clinical records。Artificial Intelligence in Medicine，22(3)，215-231。 | | 70. | Pereira, H.、Pinder, S. E.、Sibbering, D. M.、Galea, M. H.、Elston, C. W.、Blamey, R. W.、Robertson, J. F.、Ellis, I. O.(1995)。Pathological prognostic factors in breast cancer. IV: Should you be a typer or a grader? A comparative study of two histological prognostic features in operable breast carcinoma。Histopathology，27(3)，219-226。 | | 71. | Ohno-Machado L.(2001)。Modeling medical prognosis: Survival analysis techniques。Journal of Biomedical Informatics，34(6)，428-439。 | | 72. | Mussurakis, S.、Buckley, D. L.、Horsman, A.(1997)。Dynamic MR imaging of invasive breast cancer: Correlation with tumor grade and other histopathological factors。The British Journal of Radiology，70，446-451。 | | 73. | Madeira, I.、Terris, B.、Voss, M.、Denys, A.、Sauvanet, A.、Flejou, J-F.、Vilgrain, V.、Belghiti, J.、Bernades, P.、Ruszniewski, P.(1998)。Prognostic factors in patients with endocrine tumours of the duodenopancreatic area。Gut，43(3)，422-427。 | | 74. | Li, L.、Weinberg, C. R.、Darden, T. A.、Pedersen, L. G.(2001)。Gene selection for sample classification based on gene expression data: study of sensitivity to choice of parameters of the GA/KNN method。Bioinformatics，17(12)，1131-1142。 | | 75. | Lee, K. E.、Sha, N.、Dougherty, E. R.、Vannucci, M.、Mallick, B. K.(2003)。Gene selection: a Bayesian variable selection approach。Bioinformatics，19(1)，90-97。 | | 76. | Langlands, A. O.、Gebski, V.、Hirsch, D.、Tattersall, M. H. N.(2002)。Delay in the clinical diagnosis of breast cancer: Estimating its effect on prognosis, with particular reference to medical litigation。The Breast，11，386-393。 | | 77. | Holli, K.、Isola, J.(1997)。Effect of age on the survival of breast cancer patients。European Journal of Cancer，33，425-428。 | | 78. | Haybittle, J. L.、Blamey, R. W.、Elston, C. W.、Johnson, J.、Doyle, P. J.、Campbell, F. C.、Nicholson, R. I.、Griffiths, K.(1982)。A prognostic index in primary breast cancer。British Journal of Cancer，45(3)，361-366。 | | 79. | Hayes, D. F.、Isaacs, C.、Stearns, V.(2001)。Prognostic factors in breast cancer: Current and new predictors of metastasis。Journal of Mammary Gland Biology and Neoplasia，6，375-392。 | | 80. | Hanby, A. M.(2005)。The pathology of breast cancer and the role of the histopathology laboratory。Clinical Oncology，17，234-239。 | | 81. | Galea, M. H.、Blamey, R. W.、Elston, C. E.(1992)。The Nottingham prognostic index in primary breast cancer。Breast Cancer Research and Treatment，22，207-219。 | | 82. | Gajdos, C.、Tartter, P. I.、Bleiweiss, I. J.(1999)。Lymphatic invasion, tumour size and age are independent predictors of axillary lymph node metastases in women with breast cancers。Annals of Surgery，230，692-696。 | | 83. | Fischer, U.、Kopka, L.、Grabbe, E.(1999)。Breast carcinoma: Effect of preoperative contrast-enhanced MR imaging on the therapeutic approach。Radiology，213，881-888。 | | 84. | Fazeny-Dorner, B.、Wenzel, C.、Veitl, M.、Piribauer, M.、Rossler, K.、Dieckmann, K.、Ungersbock, K.、Marosi. C.(2003)。Survival and prognostic factors of patients with unresectable glioblastoma multiforme。Anti-Cancer Drugs，14(4)，305-312。 | | 85. | Elston, C. W.、Ellis, I. O.(1991)。Pathological prognostic factors in breast cancer I. The value of histological grade in breast cancer: Experience from a large study with long-term follow-up。Histopathology，19，403-410。 | | 86. | Hornik, Kurt、Stinchcombe, Maxwell、White, Halbert(1989)。Multilayer Feedforward Networks Are Universal Approximators。Neural Networks，2(5)，359-366。 | | 87. | Malhotra, M. K.、Sharma, S.、Nair, S. S.(1999)。Decision making using multiple models。European Journal of Operational Research，114，1-14。 | 會議論文| 1. | Wu, T.-K.、Huang, S.-C.、Meng, Y.-R.(2007)。Improving ANN classification accuracy for the identification of students with LDs through evolutionary computation。2007 IEEE Congress on Evolutionary Computation。 | | 2. | Kleissner, C.(1998)。Data mining for the enterprise。The Thirty-First Hawaii International Conference on System Sciences，295-304。 | | 3. | 李俊宏、施品光(2008)。基於類神經網路與癌症基因統計資訊之白血病基因文獻分類方法。2008年台灣網際網路研討會。 延伸查詢 | | 4. | 陳文地(1999)。資料探勘應用於犯罪分析模式建構之研究。88年世新大學資訊管理系研討會。台北。 延伸查詢 | | 5. | 藍中賢(2000)。結合模糊集合理論與貝式分類法之資料探勘技術。89年中山大學資管學系研討會。 延伸查詢 | | 6. | Bateman, S.、Brooks, C.、McCalla, G.(2004)。Collaborative tagging approaches for ontological metadata in adaptive e-learning。International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems。 | 研究報告| 1. | 熊正輝(2000)。以類神經網路為工具預估癌症末期病人之存活。 延伸查詢 | 學位論文| 1. | Werbos, P. J.(1974)。Beyond regression: new tools for prediction and analysis in the behavioral sciences(博士論文)。Harvard University，Cambridge, Massachusetts。 | | 2. | 李得盛(2002)。應用統計與類神經網路模式於監督式分類問題(博士論文)。國立交通大學。 延伸查詢 | 圖書| 1. | 葉怡成(2001)。類神經網路模式應用與實作。臺北市：儒林圖書有限公司。 延伸查詢 | | 2. | Allison, Paul D.(1995)。Survival Analysis Using the SAS System: A Practical Guide。Cary, North Carolina：SAS Institute Inc.。 | | 3. | Michalski, Ryszard S.、Bratko, Ivan、Kubat, Miroslav(1998)。Machine learning and data mining: methods and applications。John Wiley and Sons Ltd.。 | | 4. | Adriaans, P.、Zantinge, D.(1999)。Introduction to data mining and knowledge discovery。Potomac, MD：Two Crows Corporation。 | | 5. | Pieter, A.、Dolf, Z.(1998)。Data mining。Menlo Park, CA：Addison Wesley。 | | 6. | Freeman, James A.、Skapura, David M.(1992)。Neural networks algorithms, applications, and programming techniques。Addison-Wesley Publishing Company。 | | 7. | Hecht-Nielsen, Robert(1990)。Neurocomputing。Addison-Wisley。 | | 8. | 國家衛生研究院。乳癌診斷與治療共識。國家衛生研究院。 延伸查詢 | | 9. | American Cancer Society(2007)。Cancer facts & figures 2007。Atlanta：American Cancer Society, Inc.。 | | 10. | Cabena, P.、Hadjinian, P.、Stadler, R.、Verhees, J.、Zanasi, A.(1998)。Discovering data mining from concept to implementation。New Jersey：Prentice Hall PTR。 | | 11. | Kleinbaum, D. G.(2005)。Survival analysis: A self-learning text。New York。 | | 12. | Harris, J. R.、Lippman, M. E.、Morrow, M.、Osborne, C. K.(2000)。Diseases of the breast。Philadelphia, PA：Lippincott Williams & Wilkins。 | | 13. | Berry, Michael J. A.、Linoff, Gordon S.(1997)。Data Mining Techniques for Marketing, Sales and Customer Support。John Wiley & Sons, Inc.。 | 其他| 1. | 行政院衛生署國民健康局癌症年報，http://www.doh.gov.tw/statistic/index.htm。 延伸查詢 | | 2. | 劉致和(2000)。資料採礦(Data Mining)--燙傷住院病人資料庫可能的研究方向，https://www.cbf.org.tw/ugC_Pro03-08.asp。 延伸查詢 | | 3. | (2009)。Ann T. Advances in therapy: prognostic factors in breast cancer，http://www.bcdecker.com/SampleOfChapter/1550092626.pdf。 | 圖書論文| 1. | Rumelhart, D. E.、Hinton, G. E.、Williams, R. J.(1986)。Learning Internal Representations by Error Propagation。Parallel distributed processing: Explorations in microstructure of cognition, Vol. 1: Foundations。Cambridge, MA：MIT Press。 | |