Mohamed Bader-El-Den

50 papers B 8C 3Misc 4Journal 15Unranked 20

Year	Rank	Type	Title / 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
2025	J	`jnl`	Applications of generative artificial intelligence in outcome prediction in intensive care medicine - a scoping review. Frontiers Digit. Health Tanja Stamm, Mohamed Bader-El-Den, James McNicholas, Jim S. Briggs, Peng Zhao
2025	Misc	`conf`	Audio-deepfake: Generation Methods, Legitimate Applications and the Potential for Misuse. CSR Gueltoum Bendiab, Kamel Zeltni, Mohamed Bader-El-Den, Stavros Shiaeles
2025	J	`jnl`	Federated learning-based robust android malware detection: label-flipping attacks and defenses. Neural Comput. Appl. Mohsen Eslamnejad, Rahim Taheri, Mohammad Shojafar, Mohamed Bader-El-Den
2025	J	`jnl`	Localised ensemble learning (LEL) - a localised approach to class imbalance. Pattern Anal. Appl. Olayemi Olabisi, Lalit Maurya, Mohamed Bader-El-Den
2025	J	`jnl`	Two-step optimization algorithm operated by heuristic and machine learning methods. Discret. Math. Algorithms Appl. Abdellah Rezoug, Mohamed Bader-El-Den, Dalila Boughaci
2024	—	`conf`	Adaptive CNN Method for Prostate MR Image Segmentation Using Ensemble Learning. SGAI Conf. (2) Lars E. O. Jacobson, Mohamed Bader-El-Den, Adrian A. Hopgood, Shamsul Masum, Vincenzo Tamma, David Prendergast, Peter Osborn
2024	—	`conf`	Enhanced Dataset Synthesis Using CTGAN for Metagenomic Dataset. IS Volkan Ince, Mohamed Bader-El-Den, Omer Faruk Sari
2024	—	`conf`	Machine Learning Approach into Bacterial Relationship: Exploring 16S rRNA Metabarcoding with Association Rule Mining. IS Omer Faruk Sari, Mohamed Bader-El-Den, Volkan Ince, Farzad Arabikhan
2024	—	`conf`	Machine Learning for Bacterial Growth Prediction and Examination of Bacterial Impact on Growth. IS Volkan Ince, Mohamed Bader-El-Den, Farzad Arabikhan, Omer Faruk Sari
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`	Artificial Intelligence for Medical Image Interpretation Using Expert Knowledge and Machine Learning. CAI Lars E. O. Jacobson, Adrian A. Hopgood, Mohamed Bader-El-Den, Vincenzo Tamma, David Prendergast, Peter Osborn, Shah Siddiqui, Alexander E. Gegov, Farzad Arabikhan
2023	—	`conf`	Bias in Recommender Systems: Item Price Perspective. SGAI Conf. Ramazan Esmeli, Hassana Abdullahi, Mohamed Bader-El-Den, Ansam Al-Gburi
2023	—	`conf`	Hybrid System for Prostate MR Image Segmentation Using Expert Knowledge and Machine Learning. SGAI Conf. Lars E. O. Jacobson, Adrian A. Hopgood, Mohamed Bader-El-Den, Vincenzo Tamma, David Prendergast, Peter Osborn
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
2023	—	`conf`	Moving Towards Explainable Artificial Intelligence Using Fuzzy Rule-Based Networks in Decision-Making Process. ICIKS Farzad Arabikhan, Alexander E. Gegov, Rahim Taheri, Negar Akbari, Mohamed Bader-El-Den
2023	J	`jnl`	Self-optimised cost-sensitive classifiers for early field failure prediction in storage systems. Swarm Evol. Comput. Mohamed Bader-El-Den, Todd Perry
2021	—	`conf`	Evolutionary Computation Approach for Spatial Workload Balancing. SAI (2) Ahmed Abubahia, Mohamed Bader-El-Den, Ella Haig
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	—	`conf`	Application of Deep Learning in Cardiovascular Medicine using Multiple Biomedical Data. IEEE Conf. on Intelligent Systems Giovanah Gogi, Alexander E. Gegov, Mohamed Bader-El-Den, Boriana Vatchova
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	J	`jnl`	Predicting hospital mortality for intensive care unit patients: Time-series analysis. Health Informatics J. Aya Awad, Mohamed Bader-El-Den, James McNicholas, Jim S. Briggs, Yasser El-Sonbaty
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	J	`jnl`	A customised grammar framework for query classification. Expert Syst. Appl. Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea
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	C	`conf`	Domain Specific Grammar based Classification for Factoid Questions. WEBIST Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea
2019	—	`conf`	Improving Imbalanced Students' Text Feedback Classification Using Re-sampling Based Approach. UKCI Zainab Mutlaq Ibrahim, Mohamed Bader-El-Den, Mihaela Cocea
2019	—	`conf`	Improving Session Based Recommendation by Diversity Awareness. UKCI Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi
2018	J	`jnl`	Classification of factoid questions intent using grammatical features. ICT Express Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea
2018	—	`conf`	Detecting Question Intention Using a K-Nearest Neighbor Based Approach. AIAI (Workshops) Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea
2018	J	`jnl`	Guided genetic algorithm for the multidimensional knapsack problem. Memetic Comput. Abdellah Rezoug, Mohamed Bader-El-Den, Dalila Boughaci
2018	—	`conf`	Incremental Learning for Large Scale Classification Systems. AIAI (Workshops) Athanasios Alexopoulos, Andreas Kanavos, Konstantinos C. Giotopoulos, Alaa Mohasseb, Mohamed Bader-El-Den, Athanasios K. Tsakalidis
2018	—	`conf`	Mining Unit Feedback to Explore Students' Learning Experiences. UKCI Zainab Mutlaq Ibrahim, Mohamed Bader-El-Den, Mihaela Cocea
2018	J	`jnl`	Question categorization and classification using grammar based approach. Inf. Process. Manag. Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea
2018	—	`conf`	Towards Context-Aware Syntax Parsing and Tagging. ICCSW Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea
2017	Misc	`conf`	Domain specific syntax based approach for text classification in machine learning context. ICMLC Alaa Mohasseb, Mohamed Bader-El-Den, Han Liu, Mihaela Cocea
2017	J	`jnl`	Early hospital mortality prediction of intensive care unit patients using an ensemble learning approach. Int. J. Medical Informatics Aya Awad, Mohamed Bader-El-Den, James McNicholas, Jim S. Briggs
2017	B	`conf`	Finding most reliable paths for software defined networks. IWCMC Ali Malik, Benjamin Aziz, Mohamed Bader-El-Den
2017	B	`conf`	Knowledge-based Genetic Algorithm for the 0-1 Multidimensional Knapsack Problem. CEC Abdellah Rezoug, Mohamed Bader-El-Den, Dalila Boughaci
2017	—	`conf`	Web Queries Classification Based on the Syntactical Patterns of Search Types. SPECOM Alaa Mohasseb, Mohamed Bader-El-Den, Andreas Kanavos, Mihaela Cocea
2016	B	`conf`	Evolving local search heuristics for the integrated berth allocation and quay crane assignment problem. CEC Tamer El-boghdadly, Mohamed Bader-El-Den, Dylan Jones
2016	B	`conf`	Fuzzy systems with multiple rule bases for selection of alternatives using TOPSIS. FUZZ-IEEE Abdul Malek Yaakob, Alexander E. Gegov, Mohamed Bader-El-Den, Siti Fatimah Abdul Rahman
2016	B	`conf`	Mathematical function optimization using a novel algorithm based on Newtonian field theory. CEC Mohamed Bader-El-Den, Todd Perry
2016	Misc	`conf`	Oil PVT characterisation using ensemble systems. ICMLC Munirudeen A. Oloso, Mohamed G. Hassan, James Buick, Mohamed Bader-El-Den
2016	B	`conf`	Search-Based SQL Injection Attacks Testing Using Genetic Programming. EuroGP Benjamin Aziz, Mohamed Bader-El-Den, Cerana Hippolyte
2016	C	`conf`	Where students go and how they do: Wi-Fi location data versus academic performance. HSI Soumabha Sarkar, Bryan Carpenter, Mohamed Bader-El-Den, Arron Knight
2015	Misc	`conf`	Memetic Algorithm for Solving the 0-1 Multidimensional Knapsack Problem. EPIA Abdellah Rezoug, Dalila Boughaci, Mohamed Bader-El-Den