\ Melek Başak (Demirhan)
mbasak

Melek Başak (Demirhan)

Prof.

Ph.D.
: Marmara University, Department of Econometric
M.Sc.
: Hacettepe University, Department of Statistics
B.Sc.
: Middle East Technical University, Department of Mathematics

1414 A510

Courses

  • ISE 323 Probabilistic Models in OR
  • ISE 432 Decision Theory
  • ESYE 550 Fuzzy Set Theory and Applications
  • ESYE 565 Modeling and Decision Making in Industrial Systems
  • CSE 569 Expert Systems & Fuzzy Logic

Projects

Publications

Journal Papers

  • Demirel, D.F.Basak, M,“A Fuzzy Bi-level Method for Modeling Age-Specific Migration” Socio-Economic Planning Sciences. Accepted, 2018.

  • L. Özdamar, M. Demirhan, E. Onbasioglu, Pre-search Screening: A Technique to Improve Search Efficiency in Global Optimization,Frontiers in Global Optimization, pp. 437-457, Kluwer Academic Pub., 2004, The Netherlands.

  • Demirhan Başak M., Özpınar A., Özdamar L.. Performance evaluation of spatial interpolation methods in the presence of noise”. Int. Journal of Remote Sensing, V 24/6, 1237-1258 2003.

  • Demirhan M., Özdamar L., Integrating Expert Knowledge in Environmental Site Characterization, IEEE Transactions on Systems, Man and Cybernetics. V 36, 344-351, 2001.

  • L. Özdamar, M. Demirhan, “Comparison of Partition Evaluation Measures in an Adaptive Partitioning Algorithm for Global Optimization”,  Fuzzy Sets and Systems, 117/1,  47-60, 2001.

  • Özdamar L., Demirhan M., A. Özpınar A., Kılanç B.,”A Fuzzy Areal Assessment Approach for Potentially Contaminated Sites”, Computers and Geoscience, V.26, 309-318, 2000.

  • L. Özdamar, M. Demirhan, “Experiments with new probabilistic search methods in global optimization”, Computers and Operations Research, 27, 841-865,  2000.

  • Özdamar L., Demirhan M., Özpınar A., “A Comparison of spatial interpolation methods and a fuzzy areal assessment scheme in environmental site characterization”, Computers, Environment and Urban Planning, V. 23, 399-422, 1999.

  • M. Demirhan, L. Özdamar, “A note on the use of a fuzzy approach in adaptive partitioning algorithms for global optimization”, IEEE Transactions on Fuzzy Systems, 7 (4), 468-475, 1999.

  • M. Demirhan, L. Özdamar, L. Helvacioglu, S. I. Birbil, “FRACTOP: A Geometric partitioning metaheuristic for global optimization”, Journal of Global Optimization, 14, 415-436, 1999.

Conference publications

  • Demirel, D.F., and Basak, M., “Forecasting International Migration Based on a Hybrid Fuzzy and Bayesian Method”. 29th European Conference on Operational Research, Valencia, Spain  (2018).

  • Demirel, D. F.Basak,M, “Migration Modeling via Higher Order Singular Value Decomposition”, KEKAMCONF 2017 – 2nd International Migration in the 21st Century Conference, Istanbul, October 2017 (Accepted to be presented).

  • Demirel, D. F.Basak,M, “A Higher Order Fuzzy Lee-Carter Method for Modeling Human Migration”,  The 5th International Fuzzy System Syposium, Ankara, October 2017 (Accepted to be presented).

  • Demirel, D.F., and Basak, M., “Human Mortality and Fertility Modeling with a Fuzzy Approach Based on Singular Value Decomposition Technique”. 8th European Conference on Operational Research, Poznan, Poland (2016).

  • Demirel, D. and Basak, M.. A Modified Fuzzy Lee-Carter Method for Modeling Human Mortality. In Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015) – Volume 2: FCTA, pages 17-24. ISBN: 978-989-758-157-1.

  • Demirel, D.F., Gonul, E.D., Basak, M., 2013. Economic Costs of Violence against Young Children in Turkey, in: Proceedings of 13th ISPCAN European Regional Conference on Child Abuse and Neglect, Dublin, Ireland.

  • Zeynep Ocak, Melek Basak, “Educational Service Quality Assessment in an Engineering Program in Turkey”, International Higher Education Congress: New Trends and Issues, May 2011.

  • M. Demirhan, L. Özdamar, A Fuzzy Adaptive Partitioning Algorithm (FAPA) for Global Optimization. In: Fuzzy Sets Based Heuristics for Optimization, ed: J.L. Verdegay, Series: Studies in Fuzziness and Soft Computing, Vol. 126, pp. 37-48, Springer Verlag, Berlin, 2003.

  • Ozdamar, L., Demirhan M., “A Fuzzy Partitioned Based Pre-screening Method for Improved Search Efficiency in Global Optimization” 4 th International Conference on Frontiers in Global Optimization Nomikos Center, June 8-12, 2003, Santorini, Greece.

  • L. Özdamar, M. Demirhan, E. Onbasioglu, Pre-search Screening: A Technique to Improve Search Efficiency in Global Optimization, Proc. of Frontiers in Global Optimization, June 2003, Greece.

  • Ozdamar, L., Demirhan M., “A Fuzzy Partitioning Approach in site Characterization” Proceedings of 1st International Conference on Fuzzy Systems and Knowledge Discovery: Computational Intelligence for the E-AgeV1, 81-85, Nov. 2002, Singapore.

  • Ozdamar, L., Demirhan M. “Fuzzy Areal Site Characterization” NICOLE workshop, Info. Comm Technologies, November 2001. Rotterdam, The Netherlands.

  • L. Özdamar, M. Basak, Invited Speaker for PURE: ―Site Assessment: Fuzzy Logics‖, NICOLE Network for Industrially Contaminated Land in Europe, November 2001, Rotterdam, Holland.

  • Demirhan M., Özdamar L., Helvacıoglu L., Birbil I. [1997]. “A Fractal Partitioning Algorithm (with Fuzzy Measures for Optimization)”. Proceedings of 5th European Congress on Intelligent Techniques & Soft Computing; V.1, 29-33, Aachen, Germany, 29-33.

Books and book chapters

  • Demirel, D.F., and Basak, M., (2018) Migration Modeling via Higher-Order Singular Value Decomposition. In: Turkan Ipek I.Z, Goularis G. (eds) International Migration and Challenges in the Beginning of the Twenty-First Century. Lexington Books, Lanham, Maryland.

  • Demirel D.F., Basak M. (2017) Human Mortality Modeling with a Fuzzy Approach Based on Singular Value Decomposition Technique. In: Merelo J. et al. (eds) Studies in Computational Intelligence, vol 669. Springer, Cham.

  • L. Ozdamar, M. Demirhan, An Efficient Information Retrieval Method for Brownfield Assessment with Sparse Data. in: Computational Intelligence for Modelling and Prediction, Series: Studies in Computational Intelligence, eds: Saman Halgamuge and Lipo Wang, Vol. 2, Ch. 25, pp. 355-366, Springer-Verlag, 2005, Germany.

  • L. Özdamar, M. Demirhan, E. Onbasioglu, Pre-search Screening: A Technique to Improve Search Efficiency in Global Optimization, Frontiers in Global Optimization, pp. 437-457, Kluwer Academic Pub., 2004, The Netherlands.

  • L. Özdamar, M. Demirhan, A Fuzzy Adaptive Partitioning Algorithm (FAPA) for Global Optimization: Implementation in Environmental Site Characterization. In: Fuzzy Sets Based Heuristics for Optimization, ed: J.L. Verdegay, Series: Studies in Fuzziness and Soft Computing, Vol. 126, pp. 307-316, Springer Verlag, 2003.

Conference presentations

  • Basak, M., Demirel, D. F., Gonul, E. D., “Türkiye’de Küçük Çocuklara Yönelik Şiddetin Maliyeti” Türkiye’de 0-8 Yaş Arası Çocuğa Yönelik Aile İçi Şiddet Araştırması Konferansı, Boğaziçi Üniversitesi, İstanbul, Mayıs 2014.

Conference publications (national)

  • Demirel, D. F., Basak,M,  “Doğum Oranı Modellemesi ve Tahmini İçin Bir Bulanık Zaman Serisi Yöntemi” YAEM 2017, Yıldız Technical University, İstanbul, July 2017.

  • Demirel, D. F., Basak, M., “Ölüm oranı tahmini için bir uyarlanmış Lee-Carter modeli” YAEM 2015, ODTÜ, Ankara, Eylül 2015.

  • Toktas, P., Demirhan Basak, M., “Bankacilik Sektöründe basarisizlik tahminine veri madenciligi yaklasimi”, YAEM’04, Haziran 2004.

  • Toktas, P., Demirhan Basak, M., “Risk Analizinde Veri Madenciligi Uygulamalari”, YAEM’04, Haziran 2004.

  • Demirhan M., Sisbot. S , “Yeni bir Mühendislik Dali: Sistem Mühendisligi”, YAEM 2001, Gazi Üniversitesi, Ankara , Temmuz 2001.

  • Demirhan M., Özpinar, A. “Çevre Kirliligi Tespitinde Bulanik Mantiga Dayali bir Yaklasim”, YAEM, Gazi Üniversitesi, Ankara , Temmuz 2001.

  • Tirpanci M., Bodur M., Demirhan M., “Gazete Pazarlamasina Yönelik Bir Saha Çalismasi”, YA/EM Kongresi, Ankara. 1995.

  • Tirpanci M., Bodur M., Demirhan M., “Gazete Alma ve Almama Sebepleri ve Gazete Okuma ve Satin Alma Davranislarinin Analizi”, YA/EM Kongresi, Ankara, 1995.

  • Balci R., Demirhan M., “Servis Kalitesi Karakteristiklerinin Belirlenmesi ve Insan Gücü Planlamasi ile Kalite Seviyesinin Yükseltilmesi Konusunda bir Uygulama” YA/EM Kongresi, Ankara, 1995.

  • Demir M., Demirhan M., “Life Duratrion Forecasting Using Cox Regression”, YA/EM Kongresi, Ankara, 1994.

Other publications

  • Basak, M., Demirel, D.F., Gönül-Sezer, E.D., “Economic Cost of Violence against Young Children in Turkey, Technical Report, Publication Code: B-RER-009, Bernard van Leer Foundation, 2014.

  • Demirhan M., “Statistical versus Other methods in Location Identification Problem”, Teknik Rapor, 02-03 99001, Yeditepe Üniversitesi, 1999.

  • Demirhan M., “A Fuzzy Evaluation Scheme for Composite Sampling for Spatially Correlated Data”, Teknik Rapor, 02-03 99002, Yeditepe Üniversitesi, 1999.

  • Demirhan M., “Presence of Dependence in Process Data and Control Charts”. Teknik Rapor, 02-03 98001, Yeditepe Üniversitesi, 1998.

Yeditepe University, Industrial & Systems Engineering Department
26 Ağustos Yerleşimi, Kayışdağı Cad. 34755 Ataşehir, İstanbul

+90 (216) 578 04 50 info@sye.yeditepe.edu.tr

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