Derleme
BibTex RIS Kaynak Göster

Uzman Sistemler ve Đstatistik

Yıl 2014, Cilt: 7 Sayı: 2, 37 - 45, 25.12.2014

Dugu İçen Süleyman Günay

Öz

Yapay zekanın alt dalı olan uzman sistemler günümüzde farklı alanlarda sıkça kullanılarak hayatımızı
kolaylastırmaktadır. Bu çalısmada, uzman sistemlerin istatistik alanında kullanılması ve bunun önemi
incelendi.

Anahtar Kelimeler

Yapay Zeka Uzman Sistemler İstatistik

Kaynakça

  • [1] N. Allahverdi, 2002, Uzman Sistemler Bir Yapay Zeka Uygulaması, Atlas Yayın Dağıtım, Ankara.
  • [2] C.V. Armstrong, 1997, The Basics of Expert Knowledge, JM & Co/AJRA, http://www.ajrhem.com/EXPERT.pdf erisim tarihi: 03/09/2013.
  • [3] N. Baykal, T. Beyan, 2004, Bulanık Mantık Uzman Sistemler ve Denetleyiciler, Bıçaklar Kitabevi, Ankara.
  • [4] E. Charniak, D. Mcdermott, 1985, Introduction to Artificial Intelligence, Addison-Wesley Pub.Company.
  • [5] C. C. Chou, 2010, A Mixed Fuzzy Expert System And Regression Model for Forecasting the Volume of International Trade Containers, Int. J. Innov. Comput. Inf. Control, vol. 6, no. 6, pp. 2249–2457.
  • 6] M. Dami, A. Vella, 2014, Expert System in Statistics, 2014, Cranfield Institute of Technology Cranfield, Bedford England, erisim tarihi: 01/04/2014. http://digilib.lib.unipi.gr/spoudai/bitstream/spoudai/428/1/t38%20n%201-4%20%28390-402%29.pdf
  • [7] H. Fazlollahtabar, N. M. Amiri, 2013, Design of a neuro-fuzzy-regression expert system to estimate cost in a flexible jobshop automated manufacturing system, Int. J. Adv. Manuf. Technol., vol. 67, pp. 1809–1823.
  • [8] W. A. Gale, D. Pregibon, 1984, Artificial Intelligence Research in Statistics, AI Magazine Volume 5 Number 4, 72-75
  • [9] W. Gaul, W. Schader, 1989, Data analysis and design support, Applies Stochastic Models and Data Analysis, 15, 341-356.
  • [10] W. B. Gevarter, 1985, Intelligent machines : an introductory perspective of artificial intelligence and robotics. Englewood Cliffs, NJ : Prentice-Hall.
  • [11] J. Giarratano, G. Riley, 1989, Expert Systems: Principles and Programming, Fourth edi. course technology.
  • [12] Z. Güngör, F. Arıkan, 2000, Application of fuzzy decision making in part-machine grouping, Int. J. Prod. Econ., vol. 63, no. 2, pp. 181–193.
  • [13] G. J. Hahn, 1985, More Intelligent Statistical Software and Statistical Expert Systems: Future Directions, The American Statistician, 39, 1-16.
  • [14] D. J. Hand, 1984, Expert Systems in Statistics, The knowledge Engineering Review, 1(3):2-10.
  • D. J Hand, 1987, A Statistical Knowledge Enhancement System, Journal of the Royal Statistical Sociality,150(4) 334-345.
  • [16] G. Hatabian, H. Augendre, 1991, Expert Systems as a Tool for Statistics: A Review, Applied Stochastic Models And Data Analysis, 7, 183-194.
  • [17] P. Hietala, 1990, ESTES: A Statistical Expert System for Time Series Analysis, Annals of Mathematics and Artificial Intelligence, 2: 221-236.
  • [18] P. Jackson, 1998, Introduction To Expert Systems (3rd Edition), Pearson, Addison Wesley.
  • [19] T. Kesici, N. Arici, 1997, Đstatistik Uzman Sistemlerin Đstatistik Yazılım Sistemleri içindeki Yeri ve Önemi. G.Ü.ESEF Dergisi, 5(5):29-37.
  • [20] N. Koçyiğit, 2008, Merkezı̇ klı̇ma sı̇stemlerı̇nde ariza gı̇derme ve ı̇sletı̇m ı̇çin bı̇lgı̇ tabanli uzman sı̇stem gelı̇stı̇rı̇lmesı̇, Marmara Üniversitesi Fen Bilimleri Enstitüsü, Makine Eğitimi Anabilim Dalı, Makine Eğitimi Programı, Doktora Tezi.
  • [21] T. Köse, 1992, Đstatistiksel Uzman Sistemler Üzerine Bir Çalısma, Ege Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği Bilimleri, Yüksek Lisans Tezi.
  • [22] H. Najjaran, B. Rajani, R. Sadiq, 2004, A fuzzy expert system for deterioration modeling of buried metallic pipes, IEEE Annu. Meet. Fuzzy Information, Process. NAFIPS ’04., pp. 1–6.
  • [23] C. Nikolopulous, 1997, Expert Systems, Teller Road, Newbury Park California, United States of America: CRC Press.
  • [24] A. A. Rassafi, R. Rezaei, M. Hajizamani, 2012, Predicting urban trip generation using a fuzzy expert system, Iran. J. Fuzzy Syst., vol. 9, no. 3, pp. 127–146.
  • [25] G. Shafer, 1990, Why Should Statisticians Be Interested in Artificial Intelligence, http://www.glennshafer.com/assets/downloads/articles/article45.pdf erisim tarihi: 3/11/2013.
  • [26] W. Siler, J. J. Buckley, 2005, Fuzzy Expert Systems and Fuzzy Reasoning. Wiley-Blackwell.
  • [27] Türkiye Bilisim Derneği, 2013, BG4-2006-1, Kamu-Bib Çalısma Grubu, Kamu Bilisim Platformu Viii Bilgi Yönetimi El Kitabi, 2013. http://www.google.de/url?sa=t&rct=j&q=&esrc=s&source=web&cd=2&ved=0CC4QFjAB&url=http%3A% 2F%2Fwww.tbd.org.tr%2Fusr_img%2Fcd%2Fkamubib12%2Fdiger%2FBG4- 2006.doc&ei=4bqhUpzOK6PpywPi_4H4DQ&usg=AFQjCNGa2SXLplkf3FuXdYq4I0eMdjjw2g&bvm=bv .57752919,d.bGQ erisim tarihi:8/5/2014
  • [28] E. Turban, 1986, Expert systems—another frontier for industrial engineering,” Comput. Ind. Eng., vol. 10, no. 3, pp. 227–235.
  • [29] E. Turban, 1993, Decison support systems, Third edit. Prentice Hall PTR Upper Saddle River, NJ, USA.
  • [30] E. Turban, J. Aronson, 2005, Decision Support Systems and Intelligent Systems. Pearson, Prentice Hall.
  • [31] B. Ülengin, 1987, Regression Expert System, Boğaziçi University, Fen Bilimleri Enstitüsü, Endüstri ve Endüstri Mühendisliği,Yüksek Lisans Tezi.
  • [32] D. A. Waterman, 1986, A Guide to Expert Systems, Addison-Wesley.
  • [33] P. H. Winston, 1992, Artificial Intelligence, Third Edit. Addison-Wesley Longman Publishing Co. Boston.
  • [34] L. A. Zadeh, 1965, Fuzzy Sets, Inf. Control, vol. 8, no. 3, pp. 338–353

Expert Systems and Statistics

Yıl 2014, Cilt: 7 Sayı: 2, 37 - 45, 25.12.2014

Dugu İçen Süleyman Günay

Öz

Expert systems, which are subbranch of artificial intelligent, are widely used in different areas to make our life

easier. In this study, the use of expert systems in statistic is discussed and examined.

Anahtar Kelimeler

Artificial Đntelligent Expert systems

Kaynakça

  • [1] N. Allahverdi, 2002, Uzman Sistemler Bir Yapay Zeka Uygulaması, Atlas Yayın Dağıtım, Ankara.
  • [2] C.V. Armstrong, 1997, The Basics of Expert Knowledge, JM & Co/AJRA, http://www.ajrhem.com/EXPERT.pdf erisim tarihi: 03/09/2013.
  • [3] N. Baykal, T. Beyan, 2004, Bulanık Mantık Uzman Sistemler ve Denetleyiciler, Bıçaklar Kitabevi, Ankara.
  • [4] E. Charniak, D. Mcdermott, 1985, Introduction to Artificial Intelligence, Addison-Wesley Pub.Company.
  • [5] C. C. Chou, 2010, A Mixed Fuzzy Expert System And Regression Model for Forecasting the Volume of International Trade Containers, Int. J. Innov. Comput. Inf. Control, vol. 6, no. 6, pp. 2249–2457.
  • 6] M. Dami, A. Vella, 2014, Expert System in Statistics, 2014, Cranfield Institute of Technology Cranfield, Bedford England, erisim tarihi: 01/04/2014. http://digilib.lib.unipi.gr/spoudai/bitstream/spoudai/428/1/t38%20n%201-4%20%28390-402%29.pdf
  • [7] H. Fazlollahtabar, N. M. Amiri, 2013, Design of a neuro-fuzzy-regression expert system to estimate cost in a flexible jobshop automated manufacturing system, Int. J. Adv. Manuf. Technol., vol. 67, pp. 1809–1823.
  • [8] W. A. Gale, D. Pregibon, 1984, Artificial Intelligence Research in Statistics, AI Magazine Volume 5 Number 4, 72-75
  • [9] W. Gaul, W. Schader, 1989, Data analysis and design support, Applies Stochastic Models and Data Analysis, 15, 341-356.
  • [10] W. B. Gevarter, 1985, Intelligent machines : an introductory perspective of artificial intelligence and robotics. Englewood Cliffs, NJ : Prentice-Hall.
  • [11] J. Giarratano, G. Riley, 1989, Expert Systems: Principles and Programming, Fourth edi. course technology.
  • [12] Z. Güngör, F. Arıkan, 2000, Application of fuzzy decision making in part-machine grouping, Int. J. Prod. Econ., vol. 63, no. 2, pp. 181–193.
  • [13] G. J. Hahn, 1985, More Intelligent Statistical Software and Statistical Expert Systems: Future Directions, The American Statistician, 39, 1-16.
  • [14] D. J. Hand, 1984, Expert Systems in Statistics, The knowledge Engineering Review, 1(3):2-10.
  • D. J Hand, 1987, A Statistical Knowledge Enhancement System, Journal of the Royal Statistical Sociality,150(4) 334-345.
  • [16] G. Hatabian, H. Augendre, 1991, Expert Systems as a Tool for Statistics: A Review, Applied Stochastic Models And Data Analysis, 7, 183-194.
  • [17] P. Hietala, 1990, ESTES: A Statistical Expert System for Time Series Analysis, Annals of Mathematics and Artificial Intelligence, 2: 221-236.
  • [18] P. Jackson, 1998, Introduction To Expert Systems (3rd Edition), Pearson, Addison Wesley.
  • [19] T. Kesici, N. Arici, 1997, Đstatistik Uzman Sistemlerin Đstatistik Yazılım Sistemleri içindeki Yeri ve Önemi. G.Ü.ESEF Dergisi, 5(5):29-37.
  • [20] N. Koçyiğit, 2008, Merkezı̇ klı̇ma sı̇stemlerı̇nde ariza gı̇derme ve ı̇sletı̇m ı̇çin bı̇lgı̇ tabanli uzman sı̇stem gelı̇stı̇rı̇lmesı̇, Marmara Üniversitesi Fen Bilimleri Enstitüsü, Makine Eğitimi Anabilim Dalı, Makine Eğitimi Programı, Doktora Tezi.
  • [21] T. Köse, 1992, Đstatistiksel Uzman Sistemler Üzerine Bir Çalısma, Ege Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği Bilimleri, Yüksek Lisans Tezi.
  • [22] H. Najjaran, B. Rajani, R. Sadiq, 2004, A fuzzy expert system for deterioration modeling of buried metallic pipes, IEEE Annu. Meet. Fuzzy Information, Process. NAFIPS ’04., pp. 1–6.
  • [23] C. Nikolopulous, 1997, Expert Systems, Teller Road, Newbury Park California, United States of America: CRC Press.
  • [24] A. A. Rassafi, R. Rezaei, M. Hajizamani, 2012, Predicting urban trip generation using a fuzzy expert system, Iran. J. Fuzzy Syst., vol. 9, no. 3, pp. 127–146.
  • [25] G. Shafer, 1990, Why Should Statisticians Be Interested in Artificial Intelligence, http://www.glennshafer.com/assets/downloads/articles/article45.pdf erisim tarihi: 3/11/2013.
  • [26] W. Siler, J. J. Buckley, 2005, Fuzzy Expert Systems and Fuzzy Reasoning. Wiley-Blackwell.
  • [27] Türkiye Bilisim Derneği, 2013, BG4-2006-1, Kamu-Bib Çalısma Grubu, Kamu Bilisim Platformu Viii Bilgi Yönetimi El Kitabi, 2013. http://www.google.de/url?sa=t&rct=j&q=&esrc=s&source=web&cd=2&ved=0CC4QFjAB&url=http%3A% 2F%2Fwww.tbd.org.tr%2Fusr_img%2Fcd%2Fkamubib12%2Fdiger%2FBG4- 2006.doc&ei=4bqhUpzOK6PpywPi_4H4DQ&usg=AFQjCNGa2SXLplkf3FuXdYq4I0eMdjjw2g&bvm=bv .57752919,d.bGQ erisim tarihi:8/5/2014
  • [28] E. Turban, 1986, Expert systems—another frontier for industrial engineering,” Comput. Ind. Eng., vol. 10, no. 3, pp. 227–235.
  • [29] E. Turban, 1993, Decison support systems, Third edit. Prentice Hall PTR Upper Saddle River, NJ, USA.
  • [30] E. Turban, J. Aronson, 2005, Decision Support Systems and Intelligent Systems. Pearson, Prentice Hall.
  • [31] B. Ülengin, 1987, Regression Expert System, Boğaziçi University, Fen Bilimleri Enstitüsü, Endüstri ve Endüstri Mühendisliği,Yüksek Lisans Tezi.
  • [32] D. A. Waterman, 1986, A Guide to Expert Systems, Addison-Wesley.
  • [33] P. H. Winston, 1992, Artificial Intelligence, Third Edit. Addison-Wesley Longman Publishing Co. Boston.
  • [34] L. A. Zadeh, 1965, Fuzzy Sets, Inf. Control, vol. 8, no. 3, pp. 338–353
Toplam 34 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Mühendislik
Bölüm Makaleler
Yazarlar

Dugu İçen

Süleyman Günay Bu kişi benim

Yayımlanma Tarihi 25 Aralık 2014
Yayımlandığı Sayı Yıl 2014 Cilt: 7 Sayı: 2

Kaynak Göster

IEEE D. İçen ve S. Günay, “Uzman Sistemler ve Đstatistik”, JSSA, c. 7, sy. 2, ss. 37–45, 2014.