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, doi.org/10.1007/s00371-020-01894-6. 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, doi.org/10.1140/epjds/s13688-020-00234-x. 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, doi.org/10.1080/21622965.2020.1772794. Access
Bahrami, M., Bozkaya, B. and S. Balcisoy (2020) Using Behavioral Analytics to Predict Customer Invoice Payment, Big Data, doi.org/10.1089/big.2018.0116. 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.
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
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.
BAVLAB - Behavioral Analytics and Visualization Lab
Sabancı University, Orta Mahalle, Tuzla 34956 Istanbul / Turkey