Research

Article

Kaya, Erdem and Alpan, Eray and Balcısoy, Selim and Bozkaya, Burçin, (2021) “Quantifying insurance agency channel dynamics using premium sales big data and external factors”, Big Data, Vol.9, No.2, 116-131 (SCI, SSCI)
Dong, Xiaowen and Morales, Alfredo J. and Jahani, Eaman and Moro, Esteban and Lepri, Bruno and Bozkaya, Burçin and Sarraute, Carlos and Bar-Yam, Yaneer and Pentland, Alex, (2020) “Segregated interactions in urban and online space”, EPJ Data Science, Vol.9, No.1 (SCI, SSCI)
Köseoğlu, Baran and Kaya, Erdem and Balcısoy, Selim and Bozkaya, Burçin, (2020) “ST sequence miner: visualization and mining of spatio-temporal event sequences”. Published Online First http://dx.doi.org/10.1007/s00371-020-01894-6 Visual Computer (SCI)
Chong, Shi Kai and Bahrami, Mohsen and Chen, Hao and Balcısoy, Selim and Bozkaya, Burçin and Pentland, Alex ‘Sandy’, (2020) “Economic outcomes predicted by diversity in cities”, EPJ Data Science, Vol.9, No.1 (SCI, SSCI)
Dong, Xiaowen and Jahani, Eaman and Morales, Alfredo J. and Bozkaya, Burçin and Lepri, Bruno and Pentland, Alex ‘Sandy’, (2020) “Purchase patterns, socioeconomic status, and political inclination”, World Bank Economic Review, Vol.34, No.Supplement: 1, S9-S13 (CPCI-SSH, SSCI)
Bahrami, Mohsen and Bozkaya, Burçin and Balcısoy, Selim, (2020) “Using behavioral analytics to predict customer invoice payment”, Big Data, Vol.8, No.1, 25-37 (SCI)
Yanık, Seda and Kalcsics, Joerg and Nickel, Stefan and Bozkaya, Burçin, (2019) “A multi-period multi-criteria districting problem applied to primary care scheme with gradual assignment”, International Transactions in Operational Research, Vol.26, No.5, 1676-1697 (SCI, SSCI)
Tuna, Mine and Bozkaya, Burçin and Döğerlioğlu Demir, Kıvılcım and Koçaş, Cenk, (2018) “Büyük veri bazlı pazar bölümleme: müşterilerin alışveriş merkezi seçim çeşitlilik ve kategori seçim çeşitlilik davranışlarının kredi kartı harcamaları yönünden incelenmesi (Market segmentation based on big data: examining consumer shopping mall diversity and product category diversity behaviors through credit card transactions)”, Pazarlama İçgörüsü Üzerine Çalışmalar, Vol.2, No.2, 57-68
Kaya, Erdem and Dong, Xiaowen and Suhara, Yoshihiko and Balcısoy, Selim and Bozkaya, Burçin and Pentland, Alex Sandy, (2018) “Behavioral attributes and financial churn prediction”, EPJ Data Science, Vol.7 (SCI, SSCI)
Yücel, Eda and Salman, F. Sibel and Bozkaya, Burçin and Gökalp, Cemre, (2018) “A data-driven optimization framework for routing mobile medical facilities”. Published Online First http://dx.doi.org/10.1007/s10479-018-3058-x Annals of Operations Research (SCI)
Dong, Xiaowen and Meyer, Joachim and Shmueli, Erez and Bozkaya, Burçin and Pentland, Alex, (2018) “Methods for quantifying effects of social unrest using credit card transaction data”, EPJ Data Science, Vol.7 (SCI, SSCI)
Dong, Xiaowen and Suhara, Yoshihiko and Bozkaya, Burçin and Singh, Vivek K. and Lepri, Bruno and Pentland, Alex, (2018) “Social bridges in urban purchase behavior”, ACM Transactions on Intelligent Systems and Technology (SI), Vol.9, No.3 (SCI, SSCI)
Bozkaya, Burçin and Salman, F. S. and Telciler, K., (2017) “An adaptive and diversified vehicle routing approach to reducing the security risk of cash-in-transit operations”, Networks, Vol.69, No.3, 256-269 (SCI)
Emeç, Uğur and Çatay, Bülent and Bozkaya, Burçin, (2016) “An adaptive large neighborhood search for an e-grocery delivery routing problem”, Computers and Operations Research, Vol.69, 109-125 (SCI)
Jouan de Kervenoael, Ronan and Yanık, Seda and Bozkaya, Burçin and Palmer, Mark and Hallsworth, Alan, (2016) “Trading-up on unmet expectations? Evaluating consumers’ expectations in online premium grocery shopping logistics”, International Journal of Logistics Research and Applications, Vol.19, No.2, 83-104 (SSCI)
Singh, Vivek Kumar and Bozkaya, Burçin and Pentland, Alex, (2015) “Money walks: implicit mobility behavior and financial well-being”, PLoS One, Vol.10, No.8 (SCI)
Yanık, Seda and Bozkaya, Burçin and Jouan de Kervenoael, Ronan, (2014) “A new VRPPD model and a hybrid heuristic solution approach for e-tailing”, European Journal of Operational Research (SI), Vol.236, No.3, 879-890 (SCI)
Al-Nory, Malak T. and Brodsky, Alexander and Bozkaya, Burçin and Graves, Stephen C., (2014) “Desalination supply chain decision analysis and optimization”, Desalination, Vol.347, 144-157 (SCI)
Aktaş, Emel and Özaydın, Özay and Bozkaya, Burçin and Ülengin, Füsun and Önsel, Şule, (2013) “Optimizing fire station locations for the Istanbul metropolitan municipality”, Interfaces, Vol.43, No.3, 240-255 (SCI)
Bozkaya, Burçin and Erkut, Erhan and Haight, Dan and Laporte, Gilbert, (2011) “Designing new electoral districts for the city of Edmonton”, Interfaces, Vol.41, No.6, 534-547 (SCI)
Bozkaya, Burçin and Yanık, Seda and Balcısoy, Selim, (2010) “A GIS-based optimization framework for competitive multi-facility location-routing problem”, Networks and Spatial Economics (Sp. Iss. SI), Vol.10, No.3, 297-320 (SCI)
Sezgin, Yıldız and Kasap, Nihat and Bozkaya, Burçin, (2010) “A conceptual model for assessing managerial implications of changes in information technologies (Bilişim teknolojilerindeki değişimlerin yönetsel sonuçlarının değerlendirmesi için kavramsal bir model)”, Doğuş University Journal (Doğuş Üniversitesi Dergisi), Vol.11, No.2, 257-268
Özturan, Huriye Elvan and Oral, Muhittin and Kasap, Nihat and Bozkaya, Burçin, (2008) “Information technology and business awareness diagnostic tool”, European Journal of Management, Vol.8, No.3 ()
Yanık, Seda and Bozkaya, Burçin and Jouan de Kervenoael, Ronan, () “A new VRPPD model and a hybrid heuristic solution approach for etailing”, European Journal of Operational Research (forthcoming) (SSCI)
Ak, Ronay and Bahrami, Mohsen and Bozkaya, Burçin, () “A time-based model and GIS framework for assessing hazardous materials transportation risk in urban areas”, Journal of Transport and Health (forthcoming) (SCI)
Bozkaya, Burçin and Salman, Fatma Sibel and Telciler, Kaan, () “An adaptive and diversied vehicle routing approach to reducing the security risk of cash-in-transit operations”, Networks (forthcoming) (SCI)
Bozkaya, Burçin and Ak, R., () “Assessing hazmat transportation risk for Istanbul metropolitan municipality”, Transactions on Operational Research (forthcoming)
Urkup, Çagan and Bozkaya, Burçin and Salman, Fatma Sibel, () “Customer mobility signatures and financial indicators as predictors in product recommendation”, PLoS One (forthcoming) (SCI)
Kılcı, Fırat and Kara, Bahar and Bozkaya, Burçin, () “Locating temporary shelter areas after a large-scale disaster”, European Journal of Operational Research (forthcoming) (SCI)
Çınar, Ahmet and Salman, F. Sibel and Bozkaya, Burçin, () “Prioritized single nurse routing and scheduling for home healthcare services”, European Journal of Operational Research (forthcoming) (SCI)
Kaya, Erdem and Alpan, Eray and Balcısoy, Selim and Bozkaya, Burçin, () “Quantifying insurance agency dynamics using premium sales big data and external factors”, Big Data (forthcoming) (SCI)

Book Section / Chapter

Bozkaya, Burçin, Teaching operations management using hands-on educational tools and interactive games Creative Learning and MOOCs: Harnessing the Technology for a 21st Century Higher Education, Sultan, Nabil and Al-Lail, Haifa Jamal (eds.), UK: Cambridge Scholars, November 2015, 151-159
Türk, Alican and Balcısoy, Selim and Bozkaya, Burçin, An interactive tool for visualizing and analyzing spatio-temporal data Geo-Intelligence and Visualization through Big Data Trends, Bozkaya, Burçin and Singh, Vivek Kumar (eds.), Hershey, PA: IGI Global, August 2015, 121-149
Srivastava, Kumar Abhinav and Singh, Vivek Kumar and Bozkaya, Burçin and Pentland, Alex, Assessing financial well-being of merchants by analyzing behavioral patterns in historical transactions Geo-Intelligence and Visualization Through Big Data Trends, Bozkaya, Burçin and Singh, Vivek Kumar (eds.), USA: IGI-Global, August 2015, 76-93
Başar, Ayfer and Kabak, Özgür and Topçu, İlker Y. and Bozkaya, Burçin, Location analysis in banking: a new methodology and application for a Turkish bank Applications of Location Analysis, Eiselt, H. A. and Marianov, Vladimir (eds.), USA: Springer 2015, 25-54
Cao, Buyang and Bozkaya, Burçin, Vehicle routing in service industry using decision support systems Decision Making in Service Industries: A Practical Approach, Faulin, Javier and Juan, Angel A. and Grasman, Scott E. and Fry, Michael J. (eds.), Boca Raton: CRC Press, August 2012
Yanık, Seda and Bozkaya, Burçin, A review of districting problems in health care Optimal Districting and Territory Design: Models, Algorithms, and Applications, Ríos-Mercado, Roger Z. (ed.), Cham, Switzerland: Springer (forthcoming)
Bakker, Michiel A. and Piracha, Daoud and Lu, Patricia and Bejgo, Keis and Bahrami, Mohsen and Leng, Yan and Balsa-Barreiro, Jose and Ricard, Julie and Morales, Alfredo and Singh, Vivek K. and Bozkaya, Burçin and Balcısoy, Selim and Pentland, Alex, Measuring fine-grained multidimensional integration using mobile phone metadata: the case of Syrian refugees in Turkey Guide to Mobile Data Analytics in Refugee Scenarios: The ‘Data for Refugees Challenge’ Study, Salah, Albert A. and Pentland, Alex and Lepri, Bruno and Letouze, Emmanuel (eds.), Cham: Springer (forthcoming)
Jouan de Kervenoael, Ronan and Bozkaya, Burçin and Palmer, M., Resisting collaborative practice: an analysis of supply chain partnerships for building urban online grocery provision Business Organizations and Collaborative Web-Practices, Strategies and Patterns, Kamna, Malik (ed.), New York: IGI (forthcoming)
Bozkaya, Burçin and Cao, Buyang and Aktolug, Kaan, Routing solutions for the service industry Hybrid Algorithms for Service, Computing and Manufacturing Systems: Routing, Scheduling and Availability Solutions, Montoya-Torres, Jairo R. and Juan, Angel A. and Huaccho, Luisa and Faulin, Javier and Rodriguez-Verjan, Gloria (eds.), USA: IGI GLOBAL (forthcoming)

Papers in Conference Proceedings

Boz, Hasan Alp and Bahrami, Mohsen and Suhara, Yoshihiko and Bozkaya, Burçin and Balcısoy, Selim, “An exploratory visual analytics tool for multivariate dynamic networks“, Vrotsou, Katerina and Turkay, Çağatay (eds.), 11th International EuroVis Workshop on Visual Analytics (EuroVA), Eurographics Association, May 2020
Çekyay, Bora and Işık, Mine and Ülengin, Füsun and Kabak, Özgür and Ekici Önsel, Şule and Özaydın, Özay and Toktaş Palut, Peral and Bozkaya, Burçin and Topçu, Yusuf İlker, “Logistics process improvement of Kapikule border crossing“, 15th International Logistics and Supply Chain Congress (LMSCM), Dogus University, October 2017
Bozkaya, Burçin and Uğurlu, Seda and Jouan de Kervenoael, Ronan, ” A new VRPPD model and a hybrid heuristic solution approach for e-tailing “, The First Meeting of the EURO working Group on Vehicle Routing and Logistics Optimization (VEROLOG 2012), Bologna, Italy: Verolog, June 2012
Bozkaya, Burçin and de Kervenoael, Ronan and Aykaç, Selcen, “Premium e-grocery: exploring value in logistics integrated service solutions“, International Conference on Prospects for Research in Transport and Logistics on a Regional Global Perspective, İstanbul: Doğuş University, February 2009
Bozkaya, Burçin and Jouan de Kervenoael, Ronan, ” A multi-source vehicle routing model for delivering e-grocery “, Odysseus 2009 – Fourth International Workshop on Freight Transportation and Logistics, 2009
Ak, Ronay and Bozkaya, Burçin, “A proposed risk model and a GIS framework for hazardous materials transportation“, International Engineering Management Conference 2008, USA: IEEE, July 2008
Kaya, Erdem and Toka, Mert and Bayrak, Attila and Bozkaya, Burçin and Balcısoy, Selim, ” Incorporating tabletop visual analytics into the decision-making process: a case study of retail banking “, BusinessVis 2015, Chicago: IEEE (Institute of Electrical and Electronics Engineers) (forthcoming)

Projects

-, Araç Rotalama Problemi ve Süreç Optimizasyonu kapsamında verilecek danışmanlık hizmeti, February 2018
-, E-Perakendecilik Sektöründe Lojistikle Entegre Hizmet Çözümlerinin Kurumsal Değerinin Belirlenmesi, funding: TUBITAK SOBAG, November 2008
-, Sigorta Sektöründe Büyük Veri Tabanlı Müşteri Segmentasyonu Projesi, October 2017
-, Sigorta Sektöründe Büyük Veri Yaklaşımları , September 2016
-, Spatio-Temporal Behavior Analysis of Banking Customers, funding: Sabanci University, July 2013
-, Tehlikeli Madde Taşıma Güzergahlarının Risk Analizi ve Optimizasyon Yöntemleriyle Belirlenmesi, funding: İBB, July 2007
-, Yönetim Problemlerinin Coğrafi Bilgi Sistemleri Destekli Üç Boyutlu Analizi, funding: TUBITAK SOBAG 1001, May 2006

Volumes Edited / Special Issues

Bozkaya, Burçin and Singh, Vivek Kumar, Preface (Geo-intelligence and visualization through big data trends), IGI-Global, August 2015

Bozkaya B., E. Erkut and G. Laporte (2003), A Tabu Search Heuristic and Adaptive Memory Procedure for Political Districting, European J of Operational Research, 144(1), p. 12-26 Optimizing Periodic Maintenance Operations for Schindler Elevator Corporation (2003), Blakeley, F., B. Bozkaya, B. Cao, W. Hall and J. Knolmajer (2003), Interfaces, 33(1), p. 67-79 Bozkaya, B., J. Zhang and E. Erkut (2002), An Efficient Genetic Algorithm for the p-Median Problem, Ch. 6 in Facility Location: Applications and Theory, Z. Drezner and H.W. Hamacher (Eds), p. 179-205, Springer, New York.