Bertan Badur

Prof. Dr.

badur@bogazici.edu.tr

 

 

Eğitim: 

Lisans: Boğaziçi Üniversitesi, Kimya Mühendisliği
Yüksek Lisans: Boğaziçi Üniversitesi, İktisat
Yüksek Lisans: Boğaziçi Üniversitesi, Endüstri Mühendisliği
Doktora: Boğaziçi Üniversitesi, İktisat

Verdiği Dersler: 

MIS 132 - Nesne Yönelimli Programlama
MIS 331 - Veri Madenciliği
MIS 68A - Makine Öğrenmesi I
MIS 68B - Makine Öğrenmesi II
CSE 551 - Hesaplamalı Yöntemler
CSE 552 - Hesaplamalı Proje

Araştırma Konuları: 

Veri Madenciliği
Ajan Tabanlı Modelleme

Uluslararası Makaleler: 
  • 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, 13(373), pp. 1-25.
  • Schuur, P., Badur, B., Sencer, A. (2021) “An Explicit Nash Equilibrium for a Market Share Attraction Game.” Operations Research Perspectives, 8.
  • 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, 10(7), pp. 472.
  • Gürsoy, F., Badur, B. (2021) “An Agent-Based Modeling Approach to Brain Drain.” Transactions on Computational Social Systems.
  • Darcan, O.N., Badur, B. (2012) “Student Profiling on Academic Performance Using Cluster Analysis.” Journal of e-Learning & Higher Education.
  • Daylan, A., Badur, B., Darcan, O.N. (2011) “An Experimental Study for Extending Data Mining Standards.” International Review on Computers and Software, 6(3), pp. 336-346.
  • 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.
  • 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, 2011, pp. 1-15.
  • Mardikyan, S., Badur, B. (2011) “Analyzing Teaching Performance of Instructors Using Data Mining Techniques.” Informaticsin Education, 10(2), pp. 245-257.
  • Yilmaz, G., Badur, B., Mardikyan, S. (2011) “Development of a Constraint Based Sequential Pattern Mining Tool.” International Review on Computers and Software, 6(2), pp. 191-198.
  • 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, 39(2), pp. 210-226.
  • Bahar, I., Badur, B., Doruker, P. (1993) “Solvent Effect on Transitional Diffusivity and Orientational Mobility of Polymers in Solution.” Journal of Chemical Physics, 99(3), pp. 2235-2246.
Uluslararası Kitap Bölümleri: 
  • Demirkan, F.S., Mardikyan, S., Badur, B. (2018) “A Scientometrics Study on Internet of Things (IOT).” Industy 4.0 from the MIS Perspective, Peter Lang Publishing, pp. 41-54.
Ulusal Makaleler: 
  • Kutlu, B., Badur, B. (2009) “Yapay Sinir Ağları ile Borsa Endeksi Tahmini.” İstanbul Üniversitesi İşletme İktisadi Enstitüsü Dergisi-Yönetim, pp. 25-40.
Uluslararası Bildiriler: 
  • 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).
  • Mardikyan, S., Yılmaz, B. (2018) “The Analysis of Social Media Usage for Collaborative Learning.” International Conference on Education in Mathematics, Science & Technology (ICEMST), Marmaris, Turkey, pp. 16.
  • 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, pp. 317-321.
  • Ozseyhan, C., Badur, B., Darcan, O. N. (2011) “A Recommendation Engine for an Online Dating Site.” 17th International Business Information Management Association Conference.
  • Darcan, O. N., Badur, B. (2011) “Clustering of Management Information Systems’ Students Using Data Mining.” 16th International Business Information Management Association Conference, Kuala Lumpur, Malezya, pp. 1899-1904.
  • Badur, B., Topaçan, U. (2011) “Forecasting Football Game Outcomes: A Data Mining Approach.” 16th International Business Information Management Association Conference, pp. 1905-1914.
  • 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, Kahire, Mısır, 6-7 Kasım 2010, pp. 1134-1146.
  • 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.
  • 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, Istanbul, Turkey, 23-24 Haziran 2010, pp. 1703-1712.
  • 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.
  • 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.
  • Gun, A. N., Badur, B. (2008) “Assortment Planning Using Data Mining Algorithms.” Portland International Conference for Management of Engineering & Technology, Keyptavn, Güney Afrika Cumhuriyeti, 27-31 Temmuz 2008, pp. 2312-2322.
  • 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.
  • 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.
  • 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.
  • Badur, B., Livvarçin, O. (2006) “Role of Data Mining in Strategic Management.” II. International Strategic Management Conference, pp. 423-431.
  • 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.
Ulusal Bildiriler: 
  • İzer, M.U., Badur, B., Sencer, A. (2014) “Tedarik Zincirlerinde Fiyatlandırma, Taşıma ve Üretim Miktarlarının Optimizasyonu.” Yönetim Bilişim Sistemleri Kongresi, YBS 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.
  • Gülser, G., Badur, B. (2005) “A Model Based Decision Support System for Financial Forecasting: A Case Based Reasoning Approach.” YA/EM, İstanbul, Türkiye.