Yayınlar & Eserler

Yayın Ağı
SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler 7

AI-driven food safety risk prediction: a transformer-based approach with RASFF database

Sari O. F., Bader-El-Den M., Leadley C., Eşmeli R., Mohasseb A., Ince V.
BRITISH FOOD JOURNAL , ss.1-19, 2025 (SCI-Expanded)

Understanding customer loyalty-aware recommender systems in E-commerce: an analytical perspective

Eşmeli R., Can A. S., Awad A., Bader-El-Den M.
ELECTRONIC COMMERCE RESEARCH , sa.1, ss.1-27, 2025 (SSCI)

An Analysis of Consumer Purchase Behavior Following Cart Addition in E-Commerce Utilizing Explainable Artificial Intelligence

Eşmeli R., Gokce A.
JOURNAL OF THEORETICAL AND APPLIED ELECTRONIC COMMERCE RESEARCH , cilt.20, sa.1, ss.1-18, 2025 (SSCI)

Session context data integration to address the cold start problem in e-commerce recommender systems

Eşmeli R., Abdullahi H., Bader-El-Den M., Can A. S.
DECISION SUPPORT SYSTEMS , cilt.187, ss.1-11, 2024 (SCI-Expanded)

An analyses of the effect of using contextual and loyalty features on early purchase prediction of shoppers in e-commerce domain

Esmeli R., Bader-El-Den M., Abdullahi H.
Journal of Business Research , cilt.147, ss.420-434, 2022 (SSCI) identifier

A conceptual framework for a multi-criteria decision support tool to select technologies for resource recovery from urban wastewater

Sucu S., van Schaik M. O., Esmeli R., Ouelhadj D., Holloway T., Williams J. B., et al.
Journal of Environmental Management , cilt.300, 2021 (SCI-Expanded) identifier identifier

Towards early purchase intention prediction in online session based retailing systems

Esmeli R., Bader-El-Den M., Abdullahi H.
Electronic Markets , cilt.31, sa.3, ss.697-715, 2021 (SSCI) identifier
Diğer Dergilerde Yayınlanan Makaleler 3

Optimizing ICU Care: Machine Learning and PCA for Early Prediction of Renal Replacement Therapy Requirement

Mahmoud M., Bader M., McNicholas J., Eşmeli R.
Studies in health technology and informatics , cilt.316, ss.879-883, 2024 (Scopus) Creative Commons License identifier identifier

Implicit Feedback Awareness for Session Based Recommendation in E-Commerce

Esmeli R., Bader-El-Den M., Abdullahi H., Henderson D.
SN Computer Science , cilt.4, sa.3, 2023 (Scopus) identifier

Bright ideas made easy

Ouelhadj D., Abdullahi H., Esmeli R.
Highways , cilt.90, sa.8, ss.40-42, 2021 (Scopus) identifier
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 10

Bias in Recommender Systems: Item Price Perspective

Eşmeli R., Abdullahi H., Bader-El-Den M., Al-Gburi A.
ARTIFICIAL INTELLIGENCE XL, AI 2023, cilt.14381, ss.421-433, (Tam Metin Bildiri) identifier

Improved Session-based Recommender System by Context Awareness in e-Commerce Domain

Esmeli R., Bader-El-Den M., Abdullahi H., Henderson D.
13th International Conference on Knowledge Discovery and Information Retrieval, KDIR 2021 as part of 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2021, Virtual, Online, 25 - 27 Ekim 2022, cilt.1, ss.37-47, (Tam Metin Bildiri) identifier

Using Word2Vec Recommendation for Improved Purchase Prediction

Esmeli R., Bader-El-Den M., Abdullahi H.
2020 International Joint Conference on Neural Networks, IJCNN 2020, Virtual, Glasgow, İngiltere, 19 - 24 Temmuz 2020, (Tam Metin Bildiri) identifier

Improving Session-Based Recommendation Adopting Linear Regression-Based Re-ranking

Esmeli R., Bader-El-Den M., Abdullahi H., Henderson D.
2020 International Joint Conference on Neural Networks, IJCNN 2020, Virtual, Glasgow, İngiltere, 19 - 24 Temmuz 2020, (Tam Metin Bildiri) identifier

Analysing the effect of platform and operating system features on predicting consumers' purchase intent using machine learning algorithms

Esmeli R., Mohasseb A., Bader-El-Den M.
12th International Conference on Knowledge Discovery and Information Retrieval, KDIR 2020 - Part of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2020, Virtual, Online, 2 - 04 Kasım 2020, cilt.1, ss.333-340, (Tam Metin Bildiri) identifier

Improving Session Based Recommendation by Diversity Awareness

Esmeli R., Bader-El-Den M., Abdullahi H.
19th Annual UK Workshop on Computational Intelligence, UKCI 2019, Portsmouth, İngiltere, 4 - 06 Eylül 2019, cilt.1043, ss.319-330, (Tam Metin Bildiri) identifier

Session similarity based approach for alleviating cold-start session problem in e-commerce for top-n recommendations

Esmeli R., Bader-El-Den M., Abdullahi H.
12th International Conference on Knowledge Discovery and Information Retrieval, KDIR 2020 - Part of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2020, Virtual, Online, 2 - 04 Kasım 2020, cilt.1, ss.179-186, (Tam Metin Bildiri) identifier

Context and Short Term User Intention Aware Hybrid Session Based Recommendation System

Esmeli R., Bader-El-Den M., Mohasseb A.
2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2019, Sofija, Bulgaristan, 3 - 05 Temmuz 2019, (Tam Metin Bildiri) Creative Commons License identifier

Comparison of platforms for recommender algorithm on large datasets

Diedhiou C., Carpenter B., Esmeli R.
7th Imperial College Computing Student Workshop, ICCSW 2018, London, İngiltere, 20 - 21 Eylül 2018, cilt.66, (Tam Metin Bildiri) identifier

Performance Comparison of a Parallel Recommender Algorithm Across Three Hadoop-Based Frameworks

Diedhiou C., Carpenter B., Shafi A., Sarkar S., Esmeli R., Gadsdon R.
30th International Symposium on Computer Architecture and High Performance Computing, SBAC-PAD 2018, Lyon, Fransa, 24 - 27 Eylül 2018, ss.380-387, (Tam Metin Bildiri) identifier
Metrikler

Yayın

20

Atıf (Scopus)

145

H-İndeks (Scopus)

6

Atıf (Scholar)

237

H-İndeks (Scholar)

7

Açık Erişim

2