Research
Article |
| Seyedkazemi, Seyedpayam and Dass, Zuhal Ozbay and Ozbay, Ayse Elif Ozsoy and Bozkaya, Burçin and Balcısoy, Selim, (2024) “Can financial transactions reveal the change in social fabric triggered by urban regeneration?”, Cities, Vol.153 (SSCI) |
| Kup, Eyüp Tolunay and Cebeci, Salih and Bayram, Barış and Aydin, Gözde and Bozkaya, Burçin and Akhavan, Raha, (2024) “An integrated framework for dynamic vehicle routing problems with pick-up and delivery time windows and shared fleet capacity planning”, Symmetry, Vol.16, No.4 (SCI) |
| García Bulle Bueno, Bernardo and Horn, Abigail L. and Bell, Brooke M. and Bahrami, Mohsen and Bozkaya, Burçin and Pentland, Alex and De la Haye, Kayla and Moro, Esteban, (2024) “Effect of mobile food environments on fast food visits”, Nature Communications, Vol.15, No.1 (SCI) |
| Boz, Hasan Alp and Bahrami, Mohsen and Balcısoy, Selim and Bozkaya, Burçin and Mazar, Nina and Nichols, Aaron and Pentland, Alex, (2024) “Investigating neighborhood adaptability using mobility networks: a case study of the COVID-19 pandemic”, Humanities and Social Sciences Communications, Vol.11, No.1 (SSCI, AHCI) |
| Brei, Vinicius Andrade and Rech, Nicole and Bozkaya, Burçin and Balcısoy, Selim and Pentland, Alex Paul and Silveira Netto, Carla Freitas, (2023) “Satellite imagery and machine learning for channel member selection”, International Journal of Retail and Distribution Management, Vol.51, No.11, 1552-1568 (SSCI) |
| Horn, Abigail L. and Bell, Brooke M. and Bulle Bueno, Bernardo García and Bahrami, Mohsen and Bozkaya, Burçin and Cui, Yan and Wilson, John P. and Pentland, Alex and Moro, Esteban and De la Haye, Kayla, (2023) “Population mobility data provides meaningful indicators of fast food intake and diet-related diseases in diverse populations”, NPJ Digital Medicine, Vol.6, No.1 (SCI) |
| Bahrami, Mohsen and Boz, Hasan Alp and Suhara, Yoshihiko and Balcısoy, Selim and Bozkaya, Burçin and Pentland, Alex, (2023) “Predicting merchant future performance using privacy-safe network-based features”, Scientific Reports, Vol.13, No.1 (SCI) |
| Silveira Netto, Carla Freitas and Bahrami, Mohsen and Brei, Vinicius Andrade and Bozkaya, Burçin and Balcısoy, Selim and Pentland, Alex Paul, (2023) “Disaggregating sales prediction: a gravitational approach”, Expert Systems with Applications, Vol.217 (SCI) |
| Yılmaz, Emir Alaattin and Balcısoy, Selim and Bozkaya, Burçin, (2023) “A link prediction-based recommendation system using transactional data”, Scientific Reports, Vol.13, No.1 (SCI) |
| Suhara, Yoshihiko and Bahrami, Mohsen and Bozkaya, Burçin and Pentland, Alex Sandy, (2021) “Validating gravity-based market share models using large-scale transactional data”, Big Data, Vol.9, No.3, 188-202 (SCI) |
| 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) |
| Çınar, Ahmet and Salman, F. Sibel and Bozkaya, Burçin, (2021) “Prioritized single nurse routing and scheduling for home healthcare services”, European Journal of Operational Research, Vol.289, No.3, 867-878 (SCI, CPCI-S) |
| Ak, Ronay and Bahrami, Mohsen and Bozkaya, Burçin, (2020) “A time-based model and GIS framework for assessing hazardous materials transportation risk in urban areas”, Journal of Transport and Health, Vol.19 (SSCI) |
| Köseoğlu, Baran and Kaya, Erdem and Balcısoy, Selim and Bozkaya, Burçin, (2020) “ST Sequence Miner: visualization and mining of spatio-temporal event sequences”, Visual Computer, Vol.36, No.10-12, 2369-2381 (SCI) |
| Yücel, Eda and Salman, F. Sibel and Bozkaya, Burçin and Gökalp, Cemre, (2020) “A data-driven optimization framework for routing mobile medical facilities”, Annals of Operations Research, Vol.291, No.1-2, 1077-1102 (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) |
| 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, S9-S13 (SSCI, CPCI-SSH) |
| 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, No.1 (SCI, SSCI) |
| Urkup, Cagan and Bozkaya, Burçin and Sibel Salman, F., (2018) “Customer mobility signatures and financial indicators as predictors in product recommendation”, PLoS ONE, Vol.13, No.7 (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) |
| 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) |
| Kılcı, Fırat and Kara, Bahar and Bozkaya, Burçin, () “Locating temporary shelter areas after a large-scale disaster”, European Journal of Operational Research (forthcoming) (SCI) |
Book Section / Chapter |
| Gürkan, Mert and Bozkaya, Burçin and Balcısoy, Selim, Financial datasets: leveraging transactional big data in mobility and migration studies Data Science for Migration and Mobility, Salah, Ali Albert and Korkmaz, Emre Eren and Bircan, Tuba (eds.), Oxford: Oxford University Press, November 2022 |
| Yanık, Seda and Bozkaya, Burçin, A review of districting problems in health care Optimal Districting and Territory Design, Ríos-Mercado, Roger Z. (ed.), Switzerland: Springer Cham, February 2020, 31-55 |
| 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 |
| 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 |
| Kup, Busra Ulku and Bayram, Baris and Turkmen, Ayse Dilara and Kup, Eyup Tolunay and Akhavan, Raha and Bozkaya, Burçin, ” Capacity planning in e-commerce logistics using a hybrid machine learning model “, Innovations in Intelligent Systems and Applications Conference (ASYU), Institute of Electrical and Electronics Engineers, October 2023 |
| Bayram, Barış and Ülkü, Büşra and Aydın, Gözde and Akhavan, Raha and Bozkaya, Burçin, ” A machine learning approach to daily capacity planning in e-commerce logistics “, Nicosia, Giuseppe and Ojha, Varun and La Malfa, Emanuele and La Malfa, Gabriele and Jansen, Giorgio and Pardalos, Panos M. and Giuffrida, Giovanni and Umeton, Renato (eds.), 7th International Conference on Machine Learning, Optimization, and Data Science (LOD), Springer Cham, February 2022, 45-50 |
| 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, 19-23 |
| 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) |
Volumes Edited / Special Issues |
| Bozkaya, Burçin and Singh, Vivek Kumar, Preface (Geo-intelligence and visualization through big data trends), IGI-Global, August 2015 |
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