Irem Islek

15 papers Journal 3Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
LLM-as-a-Judge: automated evaluation of search query parsing using large language models.
Frontiers Big Data
Mehmet Selman Baysan, Serkan Uysal, Irem Islek, Çagla Çig Karaman, Tunga Güngör
2024 — conf
Dynamic Layer Extraction for Floor Plan Generation from Point Clouds.
ICAISC (2)
Ziya Ozcelik, Oguzhan Guclu, Irem Islek, Çagla Çig Karaman
2024 J jnl
Enriching User Shopping History: Empowering E-commerce with a Hierarchical Recommendation System.
CoRR
Irem Islek, Sule Gündüz Ögüdücü
2024 — conf
Panorama Inspector: A Novel Methodology for Automated Error Detection in Stitched Images.
ICIT
Irem Islek, Çagla Çig Karaman
2024 — conf
Vehicle Direction Classification System.
SIU
Serkan Uysal, Irem Islek, Çagla Çig Karaman
2022 J jnl
A hierarchical recommendation system for E-commerce using online user reviews.
Electron. Commer. Res. Appl.
Irem Islek, Sule Gündüz Ögüdücü
2022 — conf
Generating Synthetic Image Segmentation Dataset Using Realistic City Backgrounds.
SIU
Irem Islek, N. Deniz Aksayli, Onur Güngör, Çagla Çig Karaman
2021 — conf
Word-wise Explanation Method For Deep Learning Models Using Character N-gram Input.
SIU
N. Deniz Aksayli, Irem Islek, Çagla Çig Karaman, Onur Güngör
2020 — conf
A Hybrid Recommendation System Based on Bidirectional Encoder Representations.
PKDD/ECML Workshops
Irem Islek, Sule Gündüz Ögüdücü
2020 — conf
Proactive Anomaly Detection Using Time Series Data of A Large Scale Platform.
SIU
Irem Islek, N. Deniz Aksayli, Ertug Karamatli
2018 — conf
Large scale ad click prediction system.
SIU
Irem Islek, Ertug Karamatli, Ali Taylan Cemgil
2018 — conf
Use of LSTM for Short-Term and Long-Term Travel Time Prediction.
CIKM Workshops
Irem Islek, Sule Gündüz Ögüdücü
2017 — conf
A Decision Support System for Demand Forecasting based on Classifier Ensemble.
FedCSIS (Communication Papers)
Irem Islek, Sule Gündüz Ögüdücü
2017 — conf
A Framework for Business Failure Prediction.
ICAISC (2)
Irem Islek, Idris Murat Atakli, Sule Gündüz Ögüdücü
2015 — conf
A retail demand forecasting model based on data mining techniques.
ISIE
Irem Islek, Sule Gündüz Ögüdücü