Journal Articles

  • Öztürk, Ü., Boz, H. A., & Balcisoy, S. (2021). Visual analytic based ship collision probability modeling for ship navigation safety. Expert Systems with Applications, 175, 114755.
  • Eroğlu, Günet, Serap Teber, Kardelen Ertürk, Meltem Kırmızı, Barıs Ekici, Fehim Arman, Selim Balcisoy, Yusuf Ziya Özcan, and Müjdat Çetin. “A mobile app that uses neurofeedback and multi-sensory learning methods improves reading abilities in dyslexia: A pilot study.” Applied Neuropsychology: Child(2021): 1-11.
  • Kaya, E., Alpan, E., Balcisoy, S., & Bozkaya, B. (2021). Quantifying insurance agency channel dynamics using premium sales big data and external factors. Big Data, 9(2), 116-131.
  • Orman, G. K., Türe, N., Balcisoy, S., & Boz, H. A. (2021). Finding proper time intervals for dynamic network extraction. Journal of Statistical Mechanics: Theory and Experiment, 2021(3), 033414.
  • Köseoğlu, B., Kaya, E., Balcisoy, S. and B. Bozkaya (2020) ST Sequence Miner: visualization and mining of spatio-temporal event sequences, The Visual Computer, Access
  • Chong, S. K., Bahrami, M., Chen, H., Balcisoy, S., Bozkaya, B. and A. Pentland (2020) Economic outcomes predicted by diversity in cities, EPJ Data Science, Access
  • Eroğlu, G., Gürkan, M., Teber, S., Ertürk, K., Kırmızı, M., Ekici, B., Arman, F., Balcisoy, Özgüz, V. and M. Çetin (2020) Changes in EEG complexity with neurofeedback and multi-sensory learning in children with dyslexia: A multiscale entropy analysis, Applied Neuropsychology: Child, Access
  • Bahrami, M., Bozkaya, B. and S. Balcisoy (2020) Using Behavioral Analytics to Predict Customer Invoice Payment, Big Data, Access
  • Tuna, M., Bozkaya, B., Döğerlioğlu-Demir, K. and C. Koçaş (2018) Market Segmentation Based on Big Data: Examining Consumer Shopping Mall Diversity and Product Category Diversity Behaviors through Credit Card Transactions, Studies on Marketing Insights, 2(2), 57-68.
  • Kaya, E., Dong, X., Suhara, Y., Balcisoy, S., Bozkaya, B. and A. Pentland (2018) Behavioral Attributes and Financial Churn Prediction, EPJ Data Science, DOI 10.1140/epjds/s13688-018-0165-5. Download
  • Yucel, E., Salman, S., Bozkaya, B. and C. Gokalp. (2018) A Data-Driven Optimization Framework for Routing Mobile Medical Facilities, Annals of Operations Research, DOI 10.1007/s10479-018-3058-x. Download
  • Kaya, E., Alacam, S., Findik, Y. and S. Balcisoy (2018) Low-Fidelity Prototyping with Simple Collaborative Tabletop Computer-Aided Design Systems, Computers & Graphics, 70, 307-315. Download
  • Urkup, C., Bozkaya, B. and S. Salman (2018) Customer Mobility Signatures and Financial Indicators as Predictors in Product Recommendations, Plos One, DOI 10.1371/journal.pone.0201197. Download
  • Bahrami, M., Findik, Y., Bozkaya, B. and S. Balcisoy (2018) Twitter Reveals: Using Twitter Analytics to Predict Public Protests, arXiv preprint arXiv:1805.00358. Download
  • Dong, X., Meyer, J., Shmueli, E., Bozkaya, B. and A. Pentland (2018) Methods for Quantifying Effects of Social Unrest Using Credit Card Transaction Data, EPJ Data Science, DOI 10.1140/epjds/s13688-018-0136-x. Download
  • Dong, X., Suhara, Y., Bozkaya, B., Singh, V.K., Lepri, B. and A. Pentland (2018) Social Bridges in Community Purchase Behavior, ACM Transactions on Intelligent Systems and Technology, 9(3), DOI 10.1145/3149409.
  • Dong, X., Jahani, E., Morales, A.J., Bozkaya, B., Lepri, B. and A. Pentland (2017) Purchase Patterns, Socioeconomic Status, and Political Inclination, World Bank Economic Review.
  • Turkay, C., Kaya, E., Balcisoy, S., Hauser, H. (2016) Designing Progressive and Interactive Analytics Processes for High-Dimensional Data Analysis, IEEE Conference on Visual Analytics Science and Technology (IEEE VAST 2016)
  • Singh, V.K., Bozkaya, B. and A. Pentland (2015) Money Walks: Implicit Mobility Behavior and Financial Wellbeing, Plos One, DOI 10.1371/journal.pone.0136628.
  • de Montjoye, Y-A., Radaelli, L., Singh, V.K. and A. Pentland (2015) Unique in the Shopping Mall: On the Reidentifiability of Credit Card Metadata, Science, 30, 536-539.


  • Balcisoy S. (2021) Surrogates and Samples: Preserving Virtual Environments. Technological arts preservation. Sabancı University Sakıp Sabancı Museum.
  • Findik, Y., Boz, H. A., & Balcisoy, S. (2021). Facilitating Decision-Making with Multimodal Interfaces in Collaborative Analytical Sessions. In Intelligent Scene Modeling and Human-Computer Interaction (pp. 199-220). Springer, Cham.
  • Salah, A. A. et al. (2019) Policy Implications of the D4R Challenge, Guide to Mobile Data Analytics in Refugee Scenarios, Springer Nature.
  • Bakker, M. et al. (2019) Measuring fine-grained multidimensional integration using mobile phone metadata: the case of Syrian refugees in Turkey, Springer Nature.
  • Kaya, E., Eren, M.T., Doger, C. and S. Balcisoy (2015) Building a Visual Analytics Tool for Location Based Services, Chapter 6 in Bozkaya B., Singh, V.K. (Eds.), Geo-Intelligence and Visualization through Big Data Trends, IGI-Global.
  • Srivastava, K.A., Singh, V.K., Bozkaya, B. and A. Pentland (2015) Assessing Financial Well-Being of Merchants by Analyzing Behavioral Patterns in Historical Transactions, Chapter 3 in Bozkaya B., Singh, V.K. (Eds.), Geo-Intelligence and Visualization through Big Data Trends, IGI-Global.
  • Turk, A., Balcisoy, S. and B. Bozkaya (2015) An Interactive Tool for Visualizing and Analyzing Spatio-Temporal Data, Chapter 5 in Bozkaya B., Singh, V.K. (Eds.), Geo-Intelligence and Visualization through Big Data Trends, IGI-Global.

Conference Presentations

  • Gürkan, M., Boz, H.A., Morales, A. and S. Balcisoy (2020) A Visual Exploratory Tool for Migration Analysis, presented at ICCS 2020.
  • Boz, H. A., Bahrami, M., Suhara, Y., Bozkaya, B. and S. Balcisoy (2020) An Exploratory Visual Analytics Tool for Multivariate Dynamic Networks, presented at EuroVA2020.
  • Morales, A., Bakker, M., Loaiza-Saa, I., Bozkaya, B., Bahrami, M, Balcisoy, S., Weber, I., Palotti, J., Balsa-Barreiro, J. and A. Pentland (2019) Assessing the Syrian and Venezuelan refugee crises
    with mobile phone and social media data, presented at Complex Systems for the Most Vulnerable of CSS2019.
  • Bakker, M., Piracha, D., Lu, P., Bejgo, K., Bahrami, M., Leng, Y., Balsa-Barreiro, J., Ricard, J., Morales, A., Singh, V., Bozkaya, B., Balcisoy, S. and A. Pentland (2019) Measuring fine-grained
    multidimensional integration using mobile phone metadata: the case of Syrian refugees in Turkey, presented at NetMob19.
  • Bozkaya, B. and S. Balcisoy (2018) A Computational Approach to Independent Agent Segmentation in the Insurance Sector, presented at Ninth International Conference on Complex Sciences 2018.
  • Suhara, Y., Bahrami, M., Bozkaya, B. and A. Pentland. A Gravity Model of Market Share Based on Transaction Records, INFORMS Business Analytics Conference, Baltimore, USA, April 2018.
  • Bahrami, M., Bozkaya, B. and S. Balcisoy (2017). Using Predictive Analytics to Learn and Predict Customer Invoice Payment Behavior, presented at IC2S2 2017, Cologne, Germany, July 2017.
  • Alpan, E., Gokturk, G., Balcisoy, S. and B. Bozkaya (2017). Insurance Fraud Detection: A Network Modeling and Behavioral Analytics Approach, presented at IC2S2 2017, Cologne, Germany, July 2017.
  • Kaya, E., Toka, M., Bayrak, A., Bozkaya, B. and S. Balcisoy (2015) Incorporating Tabletop Visual Analytics into the Decision-making Process: A Case Study of Retail Banking, presented at BUSINESSVIS15, Chicago, USA, October 2015.
  • Toka, Mert and Balcısoy, Selim, ” Konumsal verilerin fiziksel görselleştirmeler ile incelenmesi “, 6. Ulusal Savunma Uygulamaları Modelleme ve Simülasyon Konferansı (USMOS 2015), Ankara, Türkiye: ODTÜ (Ortadoğu Teknik Üniversitesi), November 2015

Edited Volumes

  • Bozkaya, B. and V.K. Singh (2015) Geo-Intelligence and Visualization through Big Data Trends. Hershey, PA: IGI Global. doi 10.4018/978-1-4666-8465-2, pp. 1-349.41EhUGBJL2L._SX330_BO1,204,203,200_