[1] G. Piatetsky-Shapiro, W. J. Fawley, “Knowledge Discovery in
Databases”, AAAI/MIT Pres, 1991.
[2] U. Fayyad, G. Piatetsky-Shapiro, P. Symth, P. “From Data Mining
to Knowledge Discovery in Databases”, AI Magazine, 17(3), 37-
54, 1996.
[3] O. R. Zaine, “Principles of KDD”. Ph. D. Thesis (Unpublished).
University Of Alberta, Department of Computing Sciences, 1999.
[4] A.S. Koyuncugil, “Bulanık veri madenciliği ve sermaye
piyasalarına uygulanması”, Doktora tezi (basılmamış), Ankara
Üniversitesi, Fen Bilimleri Enstitüsü, 2006.
[5] R. Brachman, T. Anand, “The Process of Knowledge Discovery in
Databases: A Human-Centered Approach” Advances in
Knowledge Discovery and Data Mining, ed. U. Fayyad, G.
Piatetsky-Shapiro, P. Smyth, R. Uthurusamy, AAAI/MIT Press
1996.
[6] P. Cabena, P. Hadjinian, R. Stadler, J. Verhees, A. Zanasi,
“Discovering Data Mining: From Concept To Implemantation”,
Prentice Hall PTR, Upper Saddle River, New Jersey, 195, USA.
1997.
[7] Internet, Two Crows Corporation, Introduction To Data Mining
And Knowledge Discovery, Third Edition,
http://www.twocrows.com/intro-dm.pdf.
[8] A. Berson, S. Smith, K. Thearling, “Buildind Data Mining
Applications for CRM”,. Mcgraw Hill, 510, USA, 1999.
[9] T. Hastie, R. Tibshirani, J. Friedman, “The Elements Of Statistical
Learning; Data Mining, Inference And Prediction”, Springer Series
In Statistics, 533, USA, 2001.
[10] L.T. Moss, S. Atre, “Business Intelligence Roadmap: The
Complete Project Lifecycle for Decision-Support Applications”,.
Addison-Wesley Publishing, 576, USA, 2003.
[11] R. J. Roiger, M. Geatz, “Data Mining: A Tutorial Based Primer”,
Addison-Wesley Publishing, 2002.
[12] Internet, K. Thearling, www.thearling.com. Erişim Tarihi:
18.06.2005.
[13] Z. Chen, “Data Mining And Uncertain Reasoning: An Integrated
Approach”,. John Wiley & Sons, Inc., 370, Canada. 2001.
[14] B. Kovalerchuk, E. Vityaev, “Data Mining in Finance: Advances
in Relational And Hybrid Methods”. Kluwer Academic Publishers,
308, USA. 2001.
[15] Sağlık Bakanlığı, www.saglik.gov.tr. Erişim Tarihi: 18.05.2009.
[16] J. A. Lyman, K. Sclully, J. H. Harrison, “The Development Of
Health Care Data Warehouses To Support Data Mining”, Clinics
In Laboratory Medicine, 28(1), 55-71, DOI:
10.1016/J.Cll.2007.10.00 3, 2008.
[17] S. N. Stolba, A. M. Tjoa, “The Relevance Of Data Warehousing
And Data Mining In The Field Of Evidence-Based Medicine To
Support Healthcare Decision Making”, “Proceedings Of World
Academy Of Science”, Engineering And Technology, 11, ISSN
1307-6884, 2006.
[18] J. C. Prather, D. F. Lobach, L. K. Goodwin, J. W. Hales, M. L.
Hage, W. E. Hammond, “Medical Data Mining: Knowledge
Discovery In A Clinical Data Warehouse”, Proc AMIA Annu Fall
Symp. 101–105, 1997.
[19] A.S. Koyuncugil, N Özgülbaş, “Sağlıkta Veri Madenciliğiyle AntiFraud Uygulamalar: Veri Sorunlarının Çözümü İçin Veri
Madenciliğine Dayalı Profillendirme Yaklaşımı”, IV. Ulusal Tıp
Bilişimi Kongresi, Antalya, 2007.
[20] K. M. Obenshain, “Application of Data Mining Techniques To
Healthcare”, Data Infect Control Hosp Epidemiol, 25, 690–695,
DOI: 10.1086/502460, 2004.
[21] C.P. Subbe, M. Kruger, P. Rutherford, L. Gemmel, “Validation of
A Modified Early Warning Score in Medical Admissions”, QJM,
94(10), 521, 2001.
[22] W. Yang, S. Hwang, “A Process-Mining Framework for The
Detection Of Healthcare Fraud And Abuse”, Expert Systems with
Applications, 31(1), 56-68, DOI:10.1016/J.Eswa.2005.09.003,
2006.
[23] S. Holt, “IBM's Health-Care System Helps Detect Fraud And
Abuse”, Infoworld, 19(35), 40, 1997.
[24] S. Ağabeydi, “Knowledge Management in Healthcare: Towards
'Knowledge-Driven'', Decision-Support Services, 63(1), 5-18,
2001. BİLİŞİM TEKNOLOJİLERİ DERGİSİ, CİLT: 2, SAYI: 2, MAYIS 2009
32
[25] A.S. Koyuncugil, N. Ozgulbas, “Donor Research and Matching
System Based on Data Mining in Organ Transplantation”, Journal
of Medical Systems, DOI 10.1007/s10916-008-9236-7, 2008.
[26] Y. M. Chae, H. S. Kim, K. C. Tark, H. J. Park, S. H. Ho, “Analysis
of Healthcare Quality Indicator Using Data Mining And Decision
Support System”, Expert Systems with Applications, 24(2), 167-
172, 2003.
[27] J. J. Fried, “Data Mining For Quality Care”, Commun Oncol, 3(1),
51, 2006.
[28] I. E. Allen, C. A. Seaman, “Data Mining For Quality”, Quality
Progress, 39 (2), 70-74, 2006.
[29] M. A. Fitzpatrick, “Using Data To Drive Performance
Improvement In Hospitals”, Health Management Technolog,;
27(12), 10, 2006.
[30] B. J. Vason, “Mine Data To Discover Infection Control Trends”,
Nursing Management, 35(6), 46, 2004.
[31] M. F. Wisniewski, P. Kieszkowski, B. M. Zagorski, W. E. Trick,
M. Sommers, R. A. Weinstein, “Development Of A Clinical Data
Warehouse For Hospital Infection Control”, J Am Med Inform
Assoc.10, 454-462, DOI 10.1197/Jamia.M1299, 2003.
[32] A. Milley, “Healthcare And Data Mining”, Health Management
Technology. 21(8), 44-46, 2000.
[33] S. E. Brossette, A. P. Sprague, J. M. Hardin, K. B. Waites, W. T.
Jones, S. A. Moser, “Association Rules And Data Mining In
Hospital Infection Control And Public Health Surveillance”,
Journal of The American Medical Informatics Association, 5(4),
1998.
[34] L. Sokol, B. Garcia, J. Rodriguez, M. West, K. Johnson, “Using
Data Mining To Find Fraud In HCFA Health Care Claims”, Top
Health Inf, Manage, 22(1), 1-13, 2001.
[35] C. Dorn. “Data Mining Technology Helps Insurers Detect Health
Care Fraud National Underwriter”, Life & Health, 108(39), 34-36,
2004.
[36] M. Silver, T. Sakata, H.Su, C. Herman, S. B. Dolins, M. J. O’Shea,
“Case Study: How To Apply Data Mining Techniques In A
Healthcare Data Warehouse”, Journal Of Healthcare Informatıon
Management, 15(2), 2001.
[37] A. S. Koyuncugil, N. Ozgulbas, “Early Warning System for SMEs
as a Financial Risk Detector” Data Mining Applications for
Empowering Knowledge Societies. Hakikur Rahman, Ed, Idea
Group Inc., USA, 221-240, 2008.
[38] N. Özgülbaş, A. S. Koyuncugil, “Sağlık Kurumlarında Finansal
Performans Ölçümü: Kamu Hastanelerinin Veri Madenciliği ile
Sınıflandırılması”, İktisat, İşletme ve Finans Dergisi, Sayı:253,
Nisan. 2007.
[39] A. S. Koyuncugil, N. Özgülbaş, “Hastaneler İçin Veri Madenciliği
İle Finansal Erken Uyarı Sinyallerinin ve Yol Haritalarının
Belirlenmesi” Sağlık ve Hastane İdaresi Kongresi, Antalya, 22-26
Ekim, 2008.
[40] N. Özgülbaş, A.S. Koyuncugil, “Financial Profiling of Public
Hospitals: An Application by Data Mining”, The International
Journal of Health Planning and Management, Vol:22, 69-83, 2009.
[41] N. Ozgulbas, A. S. Koyuncugil, “Hospital Early Warning System
For Detecting Financial Performance and Risk Indicators of
Ministry Health Hospitals”, International Conference on Healtcare
Performance and Quality, Antalya, 19-21 Mart, 2009.
[42] A. S. Koyuncugil, N. Ozgulbas, “Detecting Road Maps for
Capacity Utilization Decisions by Clustering Analysis and CHAID
Decision Trees”, Journal of Medical Systems, 10.1007/s10916-
009-9258-9, 2009.
Thank you for copying data from http://www.arastirmax.com