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Collaborations and top research areas from the last five years
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Exploring Brand Loyalty and Its Relationship with Store Loyalty Using Fuzzy C-Means and Propensity Score Matching
Sobhani, M. & Kaya, T., 2025, In: Journal of Multiple-Valued Logic and Soft Computing. 44, 3, p. 209-236 28 p.Research output: Contribution to journal › Article › peer-review
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From Patterns to Personas: Navigating the InStore Apparel Retail Landscape via ML Based Customer Segmentation
Turan, D. Y., Molla, A. & Kaya, T., 2025, Intelligent and Fuzzy Systems - Artificial Intelligence in Human-Centric, Resilient and Sustainable Industries, Proceedings of the INFUS 2025 Conference. Kahraman, C., Cebi, S., Oztaysi, B., Cevik Onar, S., Tolga, C., Ucal Sari, I. & Otay, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 649-658 10 p. (Lecture Notes in Networks and Systems; vol. 1529 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Leveraging Machine Learning for Song and Artist Success Prediction: A Multimodal Approach
Demirel, O. & Kaya, T., 2025, Intelligent and Fuzzy Systems - Artificial Intelligence in Human-Centric, Resilient and Sustainable Industries, Proceedings of the INFUS 2025 Conference. Kahraman, C., Cebi, S., Oztaysi, B., Cevik Onar, S., Tolga, C., Ucal Sari, I. & Otay, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 491-498 8 p. (Lecture Notes in Networks and Systems; vol. 1530 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Market Clearing Price Prediction in the Electricity Market in Turkey Using Machine Learning Methods
Ergün, M. U., Bektaş, Y. & Kaya, T., 2025, Intelligent and Fuzzy Systems - Artificial Intelligence in Human-Centric, Resilient and Sustainable Industries, Proceedings of the INFUS 2025 Conference. Kahraman, C., Oztaysi, B., Cebi, S., Cevik Onar, S., Tolga, C., Ucal Sari, I. & Otay, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 286-293 8 p. (Lecture Notes in Networks and Systems; vol. 1531 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Short Term Electricity Load Forecasting with Alternative Cross Validation Approaches
Eşki, D. & Kaya, T., 2025, Intelligent and Fuzzy Systems - Artificial Intelligence in Human-Centric, Resilient and Sustainable Industries, Proceedings of the INFUS 2025 Conference. Kahraman, C., Oztaysi, B., Cebi, S., Cevik Onar, S., Tolga, C., Ucal Sari, I. & Otay, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 271-277 7 p. (Lecture Notes in Networks and Systems; vol. 1531 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A gateway toward truly responsive customers: using the uplift modeling to increase the performance of a B2B marketing campaign
Sanisoglu, M., Burnaz, S. & Kaya, T., Dec 2024, In: Journal of Marketing Analytics. 12, 4, p. 909-924 16 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
An Intelligent System for Ranking E-commerce Customer Reviews to Boost Engagement
Yücel, E., Toprak, F. & Kaya, T., 2024, Intelligent and Fuzzy Systems - Intelligent Industrial Informatics and Efficient Networks Proceedings of the INFUS 2024 Conference. Kahraman, C., Cevik Onar, S., Oztaysi, B., Ucal Sari, I., Cebi, S. & Tolga, A. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 154-161 8 p. (Lecture Notes in Networks and Systems; vol. 1089 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Increasing Perseverance and Retention of Computing and Engineering Students Through Service
Kaya, T. (PI), Shaenfield, D. (CoPI), Senbel, S. (CoPI), Bowlyn, K. (CoPI) & Khokhlov, I. (CoPI)
1/10/19 → 30/09/27
Project: Research › EU
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DNext SFA-CM: Bulut Bazlı Açık Kaynak Kodlu Satış Gücü Otomasyonu ve Şikayet Yönetimi Ürünleştirme Projesi
Kaya, T. (PI)
1/03/20 → 1/01/21
Project: Research › TTO
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Türkiye’de Hızlı Tüketim Malları Sektöründe Alışveriş Yolculuklarının ve Müşteri Kayıplarının Veri Analitiği Teknikleriyle İncelenmesi
Kaya, T. (PI)
1/11/19 → 31/10/20
Project: Research › TTO
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RET Site on Multidisciplinary Engineering Research for Rural Michigans Future
Kaya, T. (PI) & Voege, J. J. (CoPI)
1/05/12 → 31/08/15
Project: Research › EU