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Irem Islek
Publication Activity (10 Years)
Years Active: 2015-2022
Publications (10 Years): 10
Top Topics
Learning Models
Travel Time
Click Prediction
Demand Forecasting
Top Venues
SIU
CIKM Workshops
ICAISC (2)
FedCSIS (Communication Papers)
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Publications
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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)