Irem Islek

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 12

Top Topics

Click Prediction

Decision Support System

Demand Forecasting

Top Venues

Publications

Irem Islek, Çagla Çlg Karaman
Panorama Inspector: A Novel Methodology for Automated Error Detection in Stitched Images. ICIT (2024)
Irem Islek, Sule Gündüz Ögüdücü
Enriching User Shopping History: Empowering E-commerce with a Hierarchical Recommendation System. CoRR (2024)
Serkan Uysal, Irem Islek, Çagla Çig Karaman
Vehicle Direction Classification System. SIU (2024)
Irem Islek, N. Deniz Aksayli, Onur Güngör, Çagla Çig Karaman
Generating Synthetic Image Segmentation Dataset Using Realistic City Backgrounds. SIU (2022)
Irem Islek, Sule Gündüz Ögüdücü
A hierarchical recommendation system for E-commerce using online user reviews. Electron. Commer. Res. Appl. 52 (2022)
N. Deniz Aksayli, Irem Islek, Çagla Çig Karaman, Onur Güngör
Word-wise Explanation Method For Deep Learning Models Using Character N-gram Input. SIU (2021)
Irem Islek, Sule Gündüz Ögüdücü
A Hybrid Recommendation System Based on Bidirectional Encoder Representations. PKDD/ECML Workshops (2020)
Irem Islek, N. Deniz Aksayli, Ertug Karamatli
Proactive Anomaly Detection Using Time Series Data of A Large Scale Platform. SIU (2020)
Irem Islek, Sule Gündüz Ögüdücü
Use of LSTM for Short-Term and Long-Term Travel Time Prediction. CIKM Workshops (2018)
Irem Islek, Ertug Karamatli, Ali Taylan Cemgil
Large scale ad click prediction system. SIU (2018)
Irem Islek, Idris Murat Atakli, Sule Gündüz Ögüdücü
A Framework for Business Failure Prediction. ICAISC (2) (2017)
Irem Islek, Sule Gündüz Ögüdücü
A Decision Support System for Demand Forecasting based on Classifier Ensemble. FedCSIS (Communication Papers) (2017)
Irem Islek, Sule Gündüz Ögüdücü
A retail demand forecasting model based on data mining techniques. ISIE (2015)