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ORCIDMohamed Bahy Bader-El-Den
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Books and Theses
- 2009
[b1]Mohamed Bahy Bader-El-Den:
Investigation of genetic programming as a hyper-heuristic for combinatorial optimization. University of Essex, Colchester, UK, 2009
Journal Articles
- 2023
- [j13]Ramazan Esmeli
, Mohamed Bader-El-Den, Hassana Abdullahi, David Henderson:
Implicit Feedback Awareness for Session Based Recommendation in E-Commerce. SN Comput. Sci. 4(3): 320 (2023) - [j12]Mohamed Bader-El-Den, Todd Perry:
Self-optimised cost-sensitive classifiers for early field failure prediction in storage systems. Swarm Evol. Comput. 83: 101388 (2023) - 2022
- [j11]Abdellah Rezoug, Mohamed Bahy Bader-El-Den, Dalila Boughaci:
Application of Supervised Machine Learning Methods on the Multidimensional Knapsack Problem. Neural Process. Lett. 54(2): 871-890 (2022) - 2021
- [j10]Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi:
Towards early purchase intention prediction in online session based retailing systems. Electron. Mark. 31(3): 697-715 (2021) - 2020
- [j9]Aya Awad, Mohamed Bader-El-Den, James McNicholas, Jim S. Briggs, Yasser El-Sonbaty:
Predicting hospital mortality for intensive care unit patients: Time-series analysis. Health Informatics J. 26(2): 1043-1059 (2020) - 2019
- [j8]Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea:
A customised grammar framework for query classification. Expert Syst. Appl. 135: 164-180 (2019) - [j7]Mohammed Bader-El-Den, Eleman Teitei, Todd Perry:
Biased Random Forest For Dealing With the Class Imbalance Problem. IEEE Trans. Neural Networks Learn. Syst. 30(7): 2163-2172 (2019) - 2018
- [j6]Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea:
Classification of factoid questions intent using grammatical features. ICT Express 4(4): 239-242 (2018) - [j5]Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea:
Question categorization and classification using grammar based approach. Inf. Process. Manag. 54(6): 1228-1243 (2018) - [j4]Abdellah Rezoug, Mohamed Bader-El-Den, Dalila Boughaci:
Guided genetic algorithm for the multidimensional knapsack problem. Memetic Comput. 10(1): 29-42 (2018) - 2017
- [j3]Munirudeen A. Oloso, Mohamed G. Hassan, Mohamed Bahy Bader-El-Den, James Buick:
Hybrid functional networks for oil reservoir PVT characterisation. Expert Syst. Appl. 87: 363-369 (2017) - [j2]Aya Awad, Mohamed Bader-El-Den, James McNicholas, Jim S. Briggs:
Early hospital mortality prediction of intensive care unit patients using an ensemble learning approach. Int. J. Medical Informatics 108: 185-195 (2017) - 2009
- [j1]Mohamed Bahy Bader-El-Den, Riccardo Poli, Shaheen Fatima:
Evolving timetabling heuristics using a grammar-based genetic programming hyper-heuristic framework. Memetic Comput. 1(3): 205-219 (2009)
Conference and Workshop Papers
- 2023
- [c46]Ramazan Esmeli, Hassana Abdullahi, Mohamed Bader-El-Den, Ansam Al-Gburi:
Bias in Recommender Systems: Item Price Perspective. SGAI Conf. 2023: 421-433 - [c45]Lars E. O. Jacobson, Adrian A. Hopgood, Mohamed Bader-El-Den, Vincenzo Tamma, David Prendergast, Peter Osborn:
Hybrid System for Prostate MR Image Segmentation Using Expert Knowledge and Machine Learning. SGAI Conf. 2023: 493-498 - 2021
- [c44]Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi, David Henderson:
Improved Session-based Recommender System by Context Awareness in e-Commerce Domain. KDIR 2021: 37-47 - [c43]Ahmed Abubahia, Mohamed Bader-El-Den, Ella Haig:
Evolutionary Computation Approach for Spatial Workload Balancing. SAI (2) 2021: 524-542 - 2020
- [c42]Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi:
Session Similarity based Approach for Alleviating Cold-start Session Problem in e-Commerce for Top-N Recommendations. KDIR 2020: 179-186 - [c41]Ramazan Esmeli, Alaa Mohasseb, Mohamed Bader-El-Den:
Analysing the Effect of Platform and Operating System Features on Predicting Consumers' Purchase Intent using Machine Learning Algorithms. KDIR 2020: 333-340 - [c40]Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi:
Using Word2Vec Recommendation for Improved Purchase Prediction. IJCNN 2020: 1-8 - [c39]Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi, David Henderson:
Improving Session-Based Recommendation Adopting Linear Regression-Based Re-ranking. IJCNN 2020: 1-8 - [c38]Giovanah Gogi, Alexander E. Gegov, Mohamed Bader-El-Den, Boriana Vatchova:
Application of Deep Learning in Cardiovascular Medicine using Multiple Biomedical Data. IEEE Conf. on Intelligent Systems 2020: 200-204 - 2019
- [c37]Ramazan Esmeli, Mohamed Bader-El-Den, Alaa Mohasseb:
Context and Short Term User Intention Aware Hybrid Session Based Recommendation System. INISTA 2019: 1-6 - [c36]Zainab Mutlaq Ibrahim, Mohamed Bader-El-Den, Mihaela Cocea:
Improving Imbalanced Students' Text Feedback Classification Using Re-sampling Based Approach. UKCI 2019: 262-267 - [c35]Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi:
Improving Session Based Recommendation by Diversity Awareness. UKCI 2019: 319-330 - [c34]Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea:
Domain Specific Grammar based Classification for Factoid Questions. WEBIST 2019: 177-184 - 2018
- [c33]Zainab Mutlaq Ibrahim, Mohamed Bahy Bader-El-Den, Mihaela Cocea:
A Data Mining Framework for Analyzing Students' Feedback of Assessment. EC-TEL (Doctoral Consortium) 2018 - [c32]Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea:
Towards Context-Aware Syntax Parsing and Tagging. ICCSW 2018: 5:1-5:9 - [c31]Alaa Mohasseb, Mohamed Bahy Bader-El-Den, Mihaela Cocea:
Analysis of The Syntactical Structure Of Web Queries. ICMLC 2018: 557-562 - [c30]Alaa Mohasseb, Mohamed Bahy Bader-El-Den, Mihaela Cocea, Han Liu:
Improving Imbalanced Question Classification Using Structured Smote Based Approach. ICMLC 2018: 593-597 - [c29]Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea:
Detecting Question Intention Using a K-Nearest Neighbor Based Approach. AIAI (Workshops) 2018: 101-111 - [c28]Athanasios Alexopoulos, Andreas Kanavos, Konstantinos C. Giotopoulos, Alaa Mohasseb, Mohamed Bader-El-Den, Athanasios K. Tsakalidis:
Incremental Learning for Large Scale Classification Systems. AIAI (Workshops) 2018: 112-122 - [c27]Zainab Mutlaq Ibrahim, Mohamed Bader-El-Den, Mihaela Cocea:
Mining Unit Feedback to Explore Students' Learning Experiences. UKCI 2018: 339-350 - 2017
- [c26]Abdellah Rezoug, Mohamed Bader-El-Den, Dalila Boughaci:
Knowledge-based Genetic Algorithm for the 0-1 Multidimensional Knapsack Problem. CEC 2017: 2030-2037 - [c25]Alaa Mohasseb, Mohamed Bader-El-Den, Han Liu, Mihaela Cocea:
Domain specific syntax based approach for text classification in machine learning context. ICMLC 2017: 658-663 - [c24]Ali Malik, Benjamin Aziz, Mohamed Bader-El-Den:
Finding most reliable paths for software defined networks. IWCMC 2017: 1309-1314 - [c23]Alaa Mohasseb, Mohamed Bader-El-Den, Andreas Kanavos, Mihaela Cocea:
Web Queries Classification Based on the Syntactical Patterns of Search Types. SPECOM 2017: 809-819 - 2016
- [c22]Tamer El-boghdadly, Mohamed Bader-El-Den, Dylan Jones:
Evolving local search heuristics for the integrated berth allocation and quay crane assignment problem. CEC 2016: 2880-2887 - [c21]Mohamed Bader-El-Den, Todd Perry:
Mathematical function optimization using a novel algorithm based on Newtonian field theory. CEC 2016: 5154-5161 - [c20]Benjamin Aziz, Mohamed Bader-El-Den, Cerana Hippolyte:
Search-Based SQL Injection Attacks Testing Using Genetic Programming. EuroGP 2016: 183-198 - [c19]Abdul Malek Yaakob, Alexander E. Gegov, Mohamed Bader-El-Den, Siti Fatimah Abdul Rahman:
Fuzzy systems with multiple rule bases for selection of alternatives using TOPSIS. FUZZ-IEEE 2016: 2083-2090 - [c18]Soumabha Sarkar, Bryan Carpenter, Mohamed Bader-El-Den, Arron Knight:
Where students go and how they do: Wi-Fi location data versus academic performance. HSI 2016: 45-51 - [c17]Munirudeen A. Oloso, Mohamed G. Hassan, James Buick, Mohamed Bader-El-Den:
Oil PVT characterisation using ensemble systems. ICMLC 2016: 61-68 - [c16]Mohamed Bahy Bader-El-Den, Eleman Teitei, Mo Adda:
Hierarchical classification for dealing with the Class imbalance problem. IJCNN 2016: 3584-3591 - 2015
- [c15]Todd Perry, Mohamed Bahy Bader-El-Den, Steven Cooper:
Imbalanced classification using genetically optimized cost sensitive classifiers. CEC 2015: 680-687 - [c14]Abdellah Rezoug, Dalila Boughaci, Mohamed Bader-El-Den:
Memetic Algorithm for Solving the 0-1 Multidimensional Knapsack Problem. EPIA 2015: 298-304 - [c13]Todd Perry, Mohamed Bahy Bader-El-Den:
Imbalanced Classification Using Genetically Optimized Random Forests. GECCO (Companion) 2015: 1453-1454 - 2014
- [c12]Mohamed Bahy Bader-El-Den:
Self-adaptive heterogeneous random forest. AICCSA 2014: 640-646 - 2012
- [c11]Mohamed Bahy Bader-El-Den, Mohamed Medhat Gaber:
GARF: Towards Self-optimised Random Forests. ICONIP (2) 2012: 506-515 - [c10]Mohamed Medhat Gaber, Mohamed Bahy Bader-El-Den:
Optimisation of Ensemble Classifiers using Genetic Algorithm. KES 2012: 39-48 - 2010
- [c9]Shaheen Fatima, Mohamed Bahy Bader-El-Den:
Co-evolutionary hyper-heuristic method for auction based scheduling. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c8]Mohamed Bahy Bader-El-Den, Shaheen Fatima:
Genetic Programming for Auction Based Scheduling. EuroGP 2010: 256-267 - 2009
- [c7]Mohamed Bahy Bader-El-Den, Riccardo Poli:
Grammar-based genetic programming for timetabling. IEEE Congress on Evolutionary Computation 2009: 2532-2539 - [c6]Mohamed Bahy Bader-El-Den, Shaheen Fatima:
Evolving Effective Bidding Functions for Auction based Resource Allocation Framework. IJCCI 2009: 310-313 - 2008
- [c5]Mohamed Bahy Bader-El-Den, Riccardo Poli:
Analysis and extension of the Inc* on the satisfiability testing problem. IEEE Congress on Evolutionary Computation 2008: 3342-3349 - [c4]Mohamed Bahy Bader-El-Den, Riccardo Poli:
Inc*: An Incremental Approach for Improving Local Search Heuristics. EvoCOP 2008: 194-205 - [c3]Mohamed Bahy Bader-El-Den, Riccardo Poli:
Evolving heuristics with genetic programming. GECCO 2008: 601-602 - 2007
- [c2]Mohamed Bahy Bader-El-Den, Riccardo Poli:
Generating SAT Local-Search Heuristics Using a GP Hyper-Heuristic Framework. Artificial Evolution 2007: 37-49 - [c1]Mohamed Bahy Bader-El-Den, Riccardo Poli:
A GP-based hyper-heuristic framework for evolving 3-SAT heuristics. GECCO 2007: 1749
Coauthor Index
aka: Mihaela Cocea
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