Ramazan Esmeli

According to our database, Ramazan Esmeli authored at least 14 papers between 2018 and 2024.

Collaborative distances:

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

2024

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

Ramazan Esmeli, Hassana Abdullahi, Mohamed Bader-El-Den, Ali Selcuk Can

Decis. Support Syst., 2024

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

Monira Mahmoud, Mohamed Bader, James McNicholas, Ramazan Esmeli

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2023

Implicit Feedback Awareness for Session Based Recommendation in E-Commerce.

Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi, David Henderson

SN Comput. Sci., May, 2023

Bias in Recommender Systems: Item Price Perspective.

Ramazan Esmeli, Hassana Abdullahi, Mohamed Bader-El-Den, Ansam Al-Gburi

Proceedings of the Artificial Intelligence XL, 2023

2021

Towards early purchase intention prediction in online session based retailing systems.

Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi

Electron. Mark., 2021

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

Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi, David Henderson

Proceedings of the 13th International Joint Conference on Knowledge Discovery, 2021

2020

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

Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi, David Henderson

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Using Word2Vec Recommendation for Improved Purchase Prediction.

Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Analysing the Effect of Platform and Operating System Features on Predicting Consumers' Purchase Intent using Machine Learning Algorithms.

Ramazan Esmeli, Alaa Mohasseb, Mohamed Bader-El-Den

Proceedings of the 12th International Joint Conference on Knowledge Discovery, 2020

Session Similarity based Approach for Alleviating Cold-start Session Problem in e-Commerce for Top-N Recommendations.

Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi

Proceedings of the 12th International Joint Conference on Knowledge Discovery, 2020

2019

Improving Session Based Recommendation by Diversity Awareness.

Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi

Proceedings of the Advances in Computational Intelligence Systems, 2019

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

Ramazan Esmeli, Mohamed Bader-El-Den, Alaa Mohasseb

Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

2018

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

Christina Diedhiou, Bryan Carpenter, Aamir Shafi, Soumabha Sarkar, Ramazan Esmeli, Ryan Gadsdon

Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018

Comparison of Platforms for Recommender Algorithm on Large Datasets.

Christina Diedhiou, Bryan Carpenter, Ramazan Esmeli

Proceedings of the 2018 Imperial College Computing Student Workshop, 2018