A retail demand forecasting model based on data mining techniques. - Irem Islek; Sule Gündüz Ögüdücü (ISIE, 2015)

A Decision Support System for Demand Forecasting based on Classifier Ensemble. - Irem Islek; Sule Gündüz Ögüdücü (FedCSIS (Communication Papers), 2017)

A Framework for Business Failure Prediction. - Irem Islek; Idris Murat Atakli; Sule Gündüz Ögüdücü (ICAISC (2), 2017)

Use of LSTM for Short-Term and Long-Term Travel Time Prediction. - Irem Islek; Sule Gündüz Ögüdücü (CIKM Workshops, 2018)

Large scale ad click prediction system. - Irem Islek; Ertug Karamatli; Ali Taylan Cemgil (SIU, 2018)

A Hybrid Recommendation System Based on Bidirectional Encoder Representations. - Irem Islek; Sule Gündüz Ögüdücü (PKDD/ECML Workshops, 2020)

Proactive Anomaly Detection Using Time Series Data of A Large Scale Platform. - Irem Islek; N. Deniz Aksayli; Ertug Karamatli (SIU, 2020)

Word-wise Explanation Method For Deep Learning Models Using Character N-gram Input. - N. Deniz Aksayli; Irem Islek; Çagla Çig Karaman; Onur Güngör 004 (SIU, 2021)

Generating Synthetic Image Segmentation Dataset Using Realistic City Backgrounds. - Irem Islek; N. Deniz Aksayli; Onur Güngör 004; Çagla Çig Karaman (SIU, 2022)

A hierarchical recommendation system for E-commerce using online user reviews. - Irem Islek; Sule Gündüz Ögüdücü (Electron. Commer. Res. Appl., 2022)

Dynamic Layer Extraction for Floor Plan Generation from Point Clouds. - Ziya Ozcelik; Oguzhan Guclu; Irem Islek; Çagla Çig Karaman (ICAISC (2), 2024)

Panorama Inspector: A Novel Methodology for Automated Error Detection in Stitched Images. - Irem Islek; Çagla Çlg Karaman (ICIT, 2024)

Vehicle Direction Classification System. - Serkan Uysal; Irem Islek; Çagla Çig Karaman (SIU, 2024)

Enriching User Shopping History: Empowering E-commerce with a Hierarchical Recommendation System. - Irem Islek; Sule Gündüz Ögüdücü (CoRR, 2024)