Marmara Üniversitesi, Endüstri Mühendisliği,1993-1995, 2021-2025

Boğaziçi Üniversitesi, Endüstri Mühendisliği, 1990-1993

Boğaziçi Üniversitesi, Elektrik ve Elektronik Mühendisliği, 1985-1990

Mehmet Hamdi Özçelik, derin teorik bilgiyi gerçek dünya iş ortamlarındaki uygulamalı deneyimle birleştiren, iş analitiği alanında deneyimli bir uzmandır. Çok disiplinli bir geçmişe sahip olan Özçelik, kritik öneme sahip akıllı yazılım sistemlerinin tasarımına ve uygulanmasına öncülük etmiştir. Makine öğrenimi ve optimizasyon alanındaki gelişmeleri aktif olarak takip etmektedir. Akademik araştırmayı pratik uygulamayla birleştirerek çözümler tasarlamaktadır. Yaşam boyu öğrenen ve eğitim veren biri olarak, hem bilgi edinmeye hem de bilgi paylaşmaya kendini adamıştır.

Yönetim Bilişim Sistemleri, Industrial Engineering / Endüstri Mühendisliği

MAKALELER

• Özçelik, M. H., Duman, E., Bağrıyanık, S., & Bulkan, S. (2025). Enhanced nearest centroid model tree classifier. Discover Computing, 28(1), 65.
• Ali, Ö. G., Akçay, Y., Sayman, S., Yılmaz, E., & Özçelik, M. H. (2017). Cross-selling investment products with a Win-win perspective in portfolio optimization. Operations Research, 65(1), 55-74.
• Duman, E., & Ozcelik, M. H. (2011). Detecting credit card fraud by genetic algorithm and scatter search. Expert Systems with Applications, 38(10), 13057-13063.
• Duman, E., Ozcelik, M. H., & Ceranoglu, A. N. (2005). A TSP (1, 2) application arising in cable assembly shops. Journal of the Operational Research Society, 56(6), 642-648.

KİTAP BÖLÜMLERİ

• Özçelik, M. H., & Bulkan, S. (2023, May). Nearest centroid classifier based on information value and homogeneity. In International Symposium on Intelligent Manufacturing and Service Systems (pp. 36-45). Singapore: Springer Nature Singapore.
• Özçelik, M. H., Tosun, T., Eldemir, E., & İncaz, M. T. (2011). Calibration of Customer Risk Scoring via Classification Techniques for Money Laundering Prevention. In Use of Risk Analysis in Computer-Aided Persuasion (pp. 304-323). IOS Press.
• Hamdi Özçelik, M., & Duman, E. (2010). Preventing Internet Banking Fraud and Money Laundering Using Customer Trustability Index. In Web Intelligence and Security (pp. 109-122). IOS Press.

KONFERANS BİLDİRİLERİ

• Özçelik, M. H., & Bulkan, S. (2022, October 26–28). Stacked ensemble modelling with personalized weights [Conference presentation]. 41st National Operations Research and Industrial Engineering Congress, Pamukkale University, Denizli, Türkiye.
• Bağrıyanık, S., & Özçelik, M. H. (2022, October 26–28). Cost estimation and sizing of AI-enabled software systems [Conference presentation]. 41st National Operations Research and Industrial Engineering Congress, Pamukkale University, Denizli, Türkiye.
• Gür Ali, Ö., Akçay, Y., Sayman, S., Yılmaz, E., & Özçelik, M. H. (2013, June 4). Cross-selling models for private banking: Which data are useful? [Conference presentation]. EURO-INFORMS 26th European Conference on Operational Research.
• Arıtürk, U., Gür Ali, Ö., & Özçelik, M. H. (2011, October 20). Cross selling models for private banking [Conference presentation]. Conference on Financial Engineering, İzmir University of Economics, İzmir, Türkiye.
• Gür Ali, Ö., Arıtürk, U., & Özçelik, M. H. (2011, June 11). Improved churn prediction with more effective use of customer data [Conference presentation]. 33rd INFORMS Marketing Science Conference.
• Arıtürk, U., Gür Ali, Ö., & Özçelik, M. H. (2011, July 5–6). Churn prediction with advance notice in a non-contractual setting: The case of private banking customers [Conference presentation]. YAEM 2011 – 31st National Congress of Operations Research and Industrial Engineering.
• Özçelik, M. H., Bezeklioğlu, M., & Murat, E. (2010, December 3). Restructuring software development life cycle methodology [Conference presentation]. 2nd Symposium on Software Quality and Software Development Tools, İstanbul Kültür University, İstanbul, Türkiye.
• Özçelik, M. H., Duman, E., Işik, M., & Çevik, T. (2010, June 11). Improving a credit card fraud detection system using genetic algorithm [Conference presentation]. IEEE ICNIT – International Conference on Networking and Information Technology.
• Ceranoğlu, A. N., Duman, E., & Özçelik, M. H. (2007, October 9–11). A TSP(1,2) application arising in cable assembly shops: A new heuristic approach [Conference presentation]. IFAC Symposium on Computational Economics & Financial & Industrial Systems (CEFIS ’07).
• Ceranoğlu, A. N., Duman, E., & Özçelik, M. H. (2005, June 19–22). Operations sequencing in a cable assembly shop. In Proceedings of the 35th International Conference on Computers and Industrial Engineering.
• Duman, E., & Özçelik, M. H. (2003, July 6–10). Minimization of total setup time in cable system manufacturing [Conference presentation]. 5th EURO/INFORMS Joint International Conference.