Ramazan Esmeli

16 papers B 2C 2Journal 5Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Understanding customer loyalty-aware recommender systems in E-commerce: an analytical perspective.
Electron. Commer. Res.
Ramazan Esmeli, Ali Selcuk Can, Aya Awad, Mohamed Bader-El-Den
2024 J jnl
An Analysis of Consumer Purchase Behavior Following Cart Addition in E-Commerce Utilizing Explainable Artificial Intelligence.
J. Theor. Appl. Electron. Commer. Res.
Ramazan Esmeli, Aytac Gokce
2024 — conf
Optimizing ICU Care: Machine Learning and PCA for Early Prediction of Renal Replacement Therapy Requirement.
MIE
Monira Mahmoud, Mohamed Bader, James McNicholas, Ramazan Esmeli
2024 J jnl
Session context data integration to address the cold start problem in e-commerce recommender systems.
Decis. Support Syst.
Ramazan Esmeli, Hassana Abdullahi, Mohamed Bader-El-Den, Ali Selcuk Can
2023 — conf
Bias in Recommender Systems: Item Price Perspective.
SGAI Conf.
Ramazan Esmeli, Hassana Abdullahi, Mohamed Bader-El-Den, Ansam Al-Gburi
2023 J jnl
Implicit Feedback Awareness for Session Based Recommendation in E-Commerce.
SN Comput. Sci.
Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi, David Henderson
2021 — conf
Improved Session-based Recommender System by Context Awareness in e-Commerce Domain.
KDIR
Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi, David Henderson
2021 J jnl
Towards early purchase intention prediction in online session based retailing systems.
Electron. Mark.
Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi
2020 — conf
Analysing the Effect of Platform and Operating System Features on Predicting Consumers' Purchase Intent using Machine Learning Algorithms.
KDIR
Ramazan Esmeli, Alaa Mohasseb, Mohamed Bader-El-Den
2020 B conf
Improving Session-Based Recommendation Adopting Linear Regression-Based Re-ranking.
IJCNN
Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi, David Henderson
2020 — conf
Session Similarity based Approach for Alleviating Cold-start Session Problem in e-Commerce for Top-N Recommendations.
KDIR
Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi
2020 B conf
Using Word2Vec Recommendation for Improved Purchase Prediction.
IJCNN
Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi
2019 C conf
Context and Short Term User Intention Aware Hybrid Session Based Recommendation System.
INISTA
Ramazan Esmeli, Mohamed Bader-El-Den, Alaa Mohasseb
2019 — conf
Improving Session Based Recommendation by Diversity Awareness.
UKCI
Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi
2018 — conf
Comparison of Platforms for Recommender Algorithm on Large Datasets.
ICCSW
Christina Diedhiou, Bryan Carpenter, Ramazan Esmeli
2018 C conf
Performance Comparison of a Parallel Recommender Algorithm Across Three Hadoop-Based Frameworks.
SBAC-PAD
Christina Diedhiou, Bryan Carpenter, Aamir Shafi, Soumabha Sarkar, Ramazan Esmeli, Ryan Gadsdon