An Extreme Gradient Boosting Model Optimized with Genetic Algorithm for Sales Forecasting of Retail Stores
the International Symposium of Production Research 2023 (ISPR2023), Antalya/TÜRKİYE, 5 Ekim 2023, s. 59-67
KONYALIOĞLU AZİZ KEMAL, BELDEK TUĞÇE, TURHAN İLHAN, SOYSAL ADİL, ÖZCAN TUNCAY
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Human factors in retail lighting design: an experimental subjective evaluation for sales areas
Architectural Science Review, Vol. 61, No. 3, Ocak 2018, s. 156-170, ISSN: 0003-8628
ŞENER YILMAZ FERİDE
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Energy Efficient Lighting System Retrofit for Retail Environments
A|Z ITU Mimarlık Fakültesi Dergisi, Vol. 13, No. 1, Mart 2016, s. 209-224, ISSN: 1302-8324
ŞENER YILMAZ FERİDE
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Salesperson Churn Prediction with Machine Learning Approaches in the Retail Industry
The 22th International Symposium for Production Research (ISPR2022), 6 Ekim 2022, ISSN: 2195-4356
CÖMERT GİZEM, ÖZCAN TUNCAY, KAYA TOLGA
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A Simulation Modelling for Warehouse Management Design in Retail Industry
The 22th International Symposium for Production Research (ISPR2022), 6 Ekim 2022, ISSN: 2195-4356
SERİFOGLU ONUR, DURSUN MUHAMMED, ÖZCAN TUNCAY, KONYALIOĞLU AZİZ KEMAL, BELDEK TUĞÇE
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Store Segmentation in Retail Industry Using Clustering Algorithms
INFUS 2022: Digital Acceleration and The New Normal, İzmir/TÜRKİYE, Vol. 505, 19 Temmuz 2022, s. 409-416
ÜNAL AYŞEGÜL, ÖNAL MERVE, KAYA TOLGA, ÖZCAN TUNCAY
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Customer Segmentation Using RFM Model and Clustering Methods in Online Retail Industry
International Conference on Intelligent and Fuzzy Systems, INFUS 2021, İzmir/TÜRKİYE, Vol. 307, 24 Ağustos 2021, s. 69-77
ACAR SEZGI, KOROGLU FATMA, DUYULER BATUHAN, KAYA TOLGA, ÖZCAN TUNCAY
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Measuring The Effects Of Brand Mix In Retail Rents
28th Annual European Real Estate Society Conference, Milano/İTALYA, 22 Haziran 2022
KARAHAN GÖZDE, ARSLANLI KEREM YAVUZ
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A Simulation Modelling for Warehouse Management Design in Retail Industry
The 22th International Symposium for Production Research (ISPR2022), 6 Ekim 2022, ISSN: 2195-4356
SERİFOGLU ONUR, DURSUN MUHAMMED, ÖZCAN TUNCAY, KONYALIOĞLU AZİZ KEMAL, BELDEK TUĞÇE
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Performance-Based Shelf Space Plan Evaluation for Enhanced Retail Efficiency
Verimlilik Dergisi, Vol. 59, No. 3, Temmuz 2025, s. 575-588, ISSN: 1013-1388
SERDAR ASAN ŞEYDA
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HR Analytics in Retail: Predicting Employee Churn with Machine Learning
International Conference on Intelligent and Fuzzy Systems (INFUS 2024), 16 Temmuz 2024, s. 109-116
ERDEN SERHAN BERKE,ERİŞEN MERT,SARIGÜL YAVUZ NURİ,EKEN BUSE,ÖZCAN TUNCAY
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Evaluating Customer Segmentation Techniques in the Retail Sector
International Journal of Interactive Multimedia and Artificial Intelligence, Vol. 9, No. 3, Haziran 2025, s. 175-190, ISSN: 1989-1660
DİYABİ NUR,ÇAKIR DUYGU,GÜL ÖMER MELİH,AYTEKİN TEVFİK,KADRY SEIFEDINE
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Recommending New Products with High Sales Potential in Fashion Retail: A Machine Learning Approach
5th International Congress of Engineering and Natural Sciences, ankara/TÜRKİYE, 24 Mayıs 2025
TEZCAN ENES,ZAİM ABDÜL HALİM
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Spherical Fuzzy CRITIC–ARAS Framework for Evaluating Flow Experience in Metaverse Fashion Retail
Processes, Vol. 13, No. 11, Kasım 2025, ISSN: 2227-9717
ERTEMEL ADNAN VEYSEL,TÜMBEK TEKEOĞLU AŞKIM NURDAN,KARAYILAN AYŞE
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Retail Sales Forecasting Using Competitor Data: An Extreme Gradient Boosting Model Optimized with Optuna
The International Symposium for Production Research 2025 (ISPR2025), Istanbul/TÜRKİYE, 9 Ekim 2025
FERYAD VAHİT,ÖZER MİRZA,AYDIN MURAT,TURHAN İLHAN RECEP,ÖZCAN TUNCAY
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From Patterns to Personas: Navigating the InStore Apparel Retail Landscape via ML Based Customer Segmentation
INFUS 2025, İSTANBUL/TÜRKİYE, Vol. 529, No. 1, 29 Temmuz 2025, s. 649-658
TURAN DAMLA YEMEN,MOLLA AYLİN,KAYA TOLGA
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Retail Demand Forecasting Using Temporal Fusion Transformer
INFUS 2024: Intelligent and Fuzzy Systems, ÇANAKKALE/TÜRKİYE, No. 1090, 16 Temmuz 2024, s. 165-170
ESKI DORUK,KAYA TOLGA
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A RESEARCH ON BIG DATA APPLICATIONS IN THE RETAIL SECTOR
11th International Textile Clothing & Design Conference (ITC&DC 2024), DUBROVNIK/HIRVATİSTAN, 6 Ekim 2024, s. 253-258, ISSN: 2718-3262
BİRSEN SİNEM,SARIÇAM CANAN
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Innovative Order Delivery Success Prediction in Online Retail: Integrating ML and LLM to Gain Actionable and Understandable Insights
International Conference on Intelligent and Fuzzy Systems, Çanakkale/TÜRKİYE, 16 Temmuz 2024, ISSN: 2367-3389
ÖZDEMİR ÇAĞATAY,ÇEVİK ONAR SEZİ,EKMEKCİOĞLU ÖMER
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An Extreme Gradient Boosting Model Optimized with Genetic Algorithm for Sales Forecasting of Retail Stores
the International Symposium of Production Research 2023 (ISPR2023), Antalya/TÜRKİYE, 5 Ekim 2023, s. 59-67
KONYALIOĞLU AZİZ KEMAL, BELDEK TUĞÇE, TURHAN İLHAN, SOYSAL ADİL, ÖZCAN TUNCAY
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