Bertan Badur

Prof. Dr.

badur@bogazici.edu.tr

+90 (212) 359 7027

B226

Education: 

Undergraduate: Boğaziçi Uni.,Kimya Müh.

M.A.: Boğaziçi Üni.,İktisat

Ph.D.: Boğaziçi Üni.,İktisat

Courses Taught: 

MIS 132 - Object Oriented Programming 

MIS 331 - Data Mining 

MIS 492 - Project 

MIS 68A - Sp.Tp. Prob. Machine Learning I  

MIS 68B - Sp.Tp. Prob. Machine Learning II

CSE 551 - Computational Methods 

CSE 552 - Computational Project

Research Interests: 

Veri Madenciliği

Ajan Tabanlı Modelleme

International Articles: 
  • Yılmaz Benk, G., Badur, B., Mardikyan, S. (2022), "A New 360◦ Framework to Predict Customer Lifetime Value for Multi-Category E-Commerce Companies Using a Multi-Output Deep Neural Network and Explainable Artificial Intelligence", Information 2022, Vol: 13, No: 373, pp. 1-25 (ESCI).
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  • Schuur, P., Badur, B., Sencer, A. (2021), "An explicit Nash Equilibrium for a Market Share Attraction Game", Operations Research Perspectives, Vol: 8 (SCIE) .
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  • Hakyemez, T.C., Badur, B. (2021), "Crime Risk Stations: Examining Spatiotemporal Influence of Urban Features through Distance-Aware Risk Signal Functions", Journal of Geo-Information, Vol: 10, No: 7, pp. 472 (SCIE) .
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  • Gürsoy, F., Badur, B. (2021), "An Agent-Based Modeling Approach to Brain Drain", Transactions on Computational Social Systems (SCIE) .
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  • Darcan, O.N., Badur, B. (2012), "Student Profiling on Academic Performance Using Cluster Analysis", Journal of e-Learning & Higher Education.
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  • Daylan, A., Badur, B., Darcan, O.N. (2011), "An Experimental Study for Extending Data Mining Standards", International Review on Computers and Software, Vol: 6, No: 3, pp. 336-346.
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  • Karakaya, C., Badur, B., Aytekin, C. (2011), "Analyzing the Effectiveness of Marketing Strategies in the Presence of Word of Mouth: Agent-Based Modeling Approach", Journal of Marketing Research and Case Studies.
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  • Gulser, G., Badur, B. (2011), "Developing a Framework for Integrating Knowledge Management and Decision Support Systems: Application to Time Series Forecasting", Communications of the IBIMA, Vol: 2011, pp. 1-15.
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  • Mardikyan, S., Badur, B. (2011), "Analyzing Teaching Performance of Instructors Using Data Mining Techniques", Informaticsin Education, Vol: 10, No: 2, pp. 245-257 (Scopus).
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  • Yilmaz, G., Badur, B., Mardikyan, S. (2011), "Development of a Constraint Based Sequential Pattern Mining Tool", International Review on Computers and Software, Vol: 6, No: 2, pp. 191-198 (Scopus).
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  • Aksoy, I., Badur, B., Mardikyan, S. (2010), "Finding hidden patterns of hospital infections on newborn: A data mining approach", Istanbul University Journal of the School of the Business Administration, Vol: 39, No: 2, pp. 210-226.
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  • Bahar, I., Badur, B., Doruker, P. (1993), "Solvent Effect on Transitional Diffusivity and Orientational Mobility of Polymers in Solution", Journal of Chemical Physics, Vol: 99, No: 3, pp. 2235-2246 (SCIE) .
     
International Book Chapters: 
  • Demirkan, F.S., Mardikyan, S., Badur, B. (2018), "A Scientometrics Study on Internet of Things (IoT)", ss. 41-54, In S. Gülşeçen, Z.E. Reis, M. Gezer, and Ç, Erol (Eds.), Industy 4.0 from the MIS Perspective, Peter Lang Publishing.
     
National Articles: 
  • Kutlu, B., Badur, B. (2009), "Yapay Sinir Ağları ile Borsa Endeksi Tahmini", İstanbul Üniversitesi İşletme İktisadi Enstitüsü Dergisi-Yönetim, Sayı: 63, ss. 25-40.
International Conference Paper: 
  • Boyar, O., Badur, B., Metin, B. (2019), "on applying autoencoders to solve an intrusion detection problems", 6. International Management Information Systems Conference, İstanbul, Turkey, 09-12 October.
  • Metin, B., Mutluturk, M., Badur, B. (2019), "IT Risk Modeling for Effective Information Security Management", 6th International Conference on Automation, Control Engineering & Computer Science (ACECS-2019), İstanbul, Turkey, October 1-3.
  • Mardikyan, S., Yılmaz, B. (2018), "The Analysis of Social Media Usage for Collaborative Learning", International Conference on Education in Mathematics, Science & Technology (ICEMST), pp. 16, Marmaris, Turkey, 28 April-1 May.
  • Demirkan, F.S., Mardikyan, S., Badur, B. (2017), "A Scientometrics Study on Internet of Things (IoT)", 4th International Management Information Systems Conference (IMISC-2017), Istanbul, Turkey, 17-20 October, 2017.
  • Schuur, P., Sencer, A., Badur, B. (2014), "Price-demand Modeling: A Tool to Support Inventory and Production Decisions for Competing Products", Proceedings of 4th. International Conference on Operations Research and Enterprise Systems, pp. 317-321, Angers, France, 6-8 March 2014.
  • Ozseyhan, C., Badur, B., Darcan, O. N. (2011), "A Recommendation Engine for an Online Dating Site", 17th International Business Information Management Association Conference, Milan, Italy, 14-15 November 2011, ISBN: 978-0-9821489-6-9.
  • Darcan, O. N., Badur, B. (2011), "Clustering of Management Information Systems’ Students Using Data Mining", 16th International Business Information Management Association Conference, pp. 1899-1904, Kuala Lumpur, Malezya, 29-30 Haziran 2011, ISBN: 978-0-9821489-5-2.
  • Badur, B., Topaçan, U. (2011), "Forecasting Football Game Outcomes: A Data Mining Approach", 16th International Business Information Management Association Conference, pp. 1905-1914, Kuala Lumpur, Malezya, 29-30 June 2011, ISBN: 978-0-9821489-5-2.
  • Karakaya, C., Badur, B., Aytekin, C. (2010), "Analysis of Consumer Behavior on Technological Products: An Agent-Based Modeling Approach", 15th International Business Information Management Association Conference, pp. 1134-1146, Kahire, Mısır, 6-7 Kasım 2010, ISBN: 978-0-9821489-4-5.
  • Buruncuk, G., Badur, B. (2010), "A Data Mining Study for Customer Segmentation and Profiling: A Case Study for a Fast Moving Consumer Goods Company", 14th International Business Information Management Association Conference, pp. 1692-1702, Istanbul, Turkey, 23-24 Haziran 2010, ISBN: 978-0-9821489-3-8.
  • Gülser, G., Badur, B. (2010), "A Framework for Integrating Knowledge Management and Decision Support Systems by Using Knowledge Discovery Techniques: a Case Study Forecasting Financial Time Series", 14th International Business Information Management Association Conference, pp. 1703-1712, Istanbul, Turkey, 23-24 Haziran 2010, ISBN: 978-0-9821489-3-8.
  • Akkaya, Y., Badur, B., Darcan, O. N. (2009), "A Study on Internet Auctions Using Agent Based Modeling Approach", Portland International Conference for Management of Engineering & Technology, pp. 1772-1778, Portland, Oregon, USA, 2-6 Ağustos 2009, DOI: 10.1109/PICMET.2009.5261945.
  • Uluhan, E., Badur, B. (2008), "Development of a Framework for Sub-topic Discovery from the Web", Portland International Conference for Management of Engineering & Technology, pp. 878-888, Keyptavn, Güney Afrika Cumhuriyeti, 27-31 Temmuz 2008, DOI: 10.1109/PICMET.2008.4599696.
  • Gun, A. N., Badur, B. (2008), "Assortment Planning Using Data Mining Algorithms", Portland International Conference for Management of Engineering & Technology, pp. 2312-2322, Keyptavn, Güney Afrika Cumhuriyeti, 27-31 Temmuz 2008, DOI: 10.1109/PICMET.2008.4599855.
  • Darcan, O. N., Badur, B. (2008), "Student Profiling on Academic Performance", HDM- 2008 International Conference on Multivariate Statistical Modeling and High Dimensional Data Mining, Kayseri, Türkiye, 17-20 Haziran 2008.
  • Topaçan, Ü., Yanar, A., Badur, B. (2008), "Forecasting Football Game Outcomes: A Data Mining Approach", HDM- 2008 International Conference on Multivariate Statistical Modeling and High Dimensional Data Mining, Kayseri, Türkiye, 17-20 Haziran 2008.
  • Cagatay, T., Badur, B. (2007), "The Similarity of Stock Prices and Indices in Progressing Information Technology Environment", Portland International Conference for Management of Engineering & Technology, pp. 944-950, Portland, Oregon, USA, DOI: 10.1109/PICMET.2007.4349414.
  • Badur, B., Livvarçin, O. (2006), "Role of Data Mining in Strategic Management", II. International Strategic Management Conference, pp. 423-431, Istanbul, Türkiye, 8-10 Haziran 2006.
  • Badur, B., Livvarcin, O. (2006), "Role of Data Mining in Stategic Management", Proceedings of the International Strategic Management Conference, Istanbul, Turkey, 7-9 June 2006.
  • Egeli, B., Ozturan, M., Badur, B. (2003), "Stock Market Prediction Using Artificial Neural Networks", Proceedings of the 3rd Hawaii International Conference on Business, Hawai, USA.
     
National Conference Paper: 
  • İzer, M.U., Badur, B., Sencer, A. (2014), "Tedarik Zincirlerinde Fiyatlandırma, Taşıma ve Üretim Miktarlarının Optimizasyonu", Yönetim Bilişim Sistemleri Kongresi, YBS 2014, İstanbul, Türkiye, 16 Ekim 2014.
  • Darcan, O. N., Badur, B. (2010), "An Experimental Study on Internet Auctions Using Agent Based Modeling Approach", 30. Ulusal Yöneylem Araştırması ve Endüstri Mühendisliği Kongresi, İstanbul, Türkiye, 30 Haziran - 2 Temmuz 2010.
  • Gülser, G., Badur, B. (2005), "A Model Based Decision Support System for Financial Forecasting: A Case Based Reasoning Approach", YA/EM, İstanbul, Türkiye.