Irem Islek

According to our database, Irem Islek authored at least 15 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

LLM-as-a-Judge: automated evaluation of search query parsing using large language models.

Mehmet Selman Baysan, Serkan Uysal, Irem Islek, Çagla Çig Karaman, Tunga Güngör

Frontiers Big Data, 2025

2024

Enriching User Shopping History: Empowering E-commerce with a Hierarchical Recommendation System.

Irem Islek, Sule Gündüz Ögüdücü

CoRR, 2024

Vehicle Direction Classification System.

Serkan Uysal, Irem Islek, Çagla Çig Karaman

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

Panorama Inspector: A Novel Methodology for Automated Error Detection in Stitched Images.

Irem Islek, Çagla Çig Karaman

Proceedings of the IEEE International Conference on Industrial Technology, 2024

Dynamic Layer Extraction for Floor Plan Generation from Point Clouds.

Ziya Ozcelik, Oguzhan Guclu, Irem Islek, Çagla Çig Karaman

Proceedings of the Artificial Intelligence and Soft Computing, 2024

2022

A hierarchical recommendation system for E-commerce using online user reviews.

Irem Islek, Sule Gündüz Ögüdücü

Electron. Commer. Res. Appl., 2022

Generating Synthetic Image Segmentation Dataset Using Realistic City Backgrounds.

Irem Islek, N. Deniz Aksayli, Onur Güngör, Çagla Çig Karaman

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

2021

Word-wise Explanation Method For Deep Learning Models Using Character N-gram Input.

N. Deniz Aksayli, Irem Islek, Çagla Çig Karaman, Onur Güngör

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020

Proactive Anomaly Detection Using Time Series Data of A Large Scale Platform.

Irem Islek, N. Deniz Aksayli, Ertug Karamatli

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

A Hybrid Recommendation System Based on Bidirectional Encoder Representations.

Irem Islek, Sule Gündüz Ögüdücü

Proceedings of the ECML PKDD 2020 Workshops, 2020

2018

Large scale ad click prediction system.

Irem Islek, Ertug Karamatli, Ali Taylan Cemgil

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Use of LSTM for Short-Term and Long-Term Travel Time Prediction.

Irem Islek, Sule Gündüz Ögüdücü

Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), 2018

2017

A Framework for Business Failure Prediction.

Irem Islek, Idris Murat Atakli, Sule Gündüz Ögüdücü

Proceedings of the Artificial Intelligence and Soft Computing, 2017

A Decision Support System for Demand Forecasting based on Classifier Ensemble.

Irem Islek, Sule Gündüz Ögüdücü

Proceedings of the Communication Papers of the 2017 Federated Conference on Computer Science and Information Systems, 2017

2015

A retail demand forecasting model based on data mining techniques.

Irem Islek, Sule Gündüz Ögüdücü

Proceedings of the 24th IEEE International Symposium on Industrial Electronics, 2015