Metamodeling Techniques For Evolutionary Optimization of Computationally Expensive Problems: Promises and Limitations. - Mohammed El-Beltagy; Prasanth B. Nair; Andy J. Keane (GECCO, 1999)

Using Self Organizing Maps and Genetic Algorithms for Model Selection in Multilevel Optimization. - Mohammed El-Beltagy; Andy J. Keane (IEA/AIE, 1999)

A natural approach to multilevel optimization in engineering design. - Mohammed El-Beltagy (1999)

Gaussian Processes for Model Fusion. - Mohammed El-Beltagy; W. Andy Wright (ICANN, 2001)

Exploring Input Selection for Time Series Forecasting. - Hassan Rabie; Mohammed El-Beltagy; Assem Tharwat; Said Hassan (DMIN, 2008)

Optimizing Neural Network Architecture Using Tikhonov Regularization Parameter for Intrusion Detection Systems and Classification of Attacks. - Marwa Sharawi; Mohammed Sammany; Mohammed El-Beltagy; Imane Aly Saroit (IKE, 2008)

MyP2PWorld: Highly Reproducible Application-Level Emulation of P2P Systems. - Roberto Roverso; Mohammad Al-Aggan; Amgad Naiem; Andreas Dahlstrom; Sameh El-Ansary; Mohammed El-Beltagy; Seif Haridi (SASO Workshops, 2008)

On the feasibility of centrally-coordinated Peer-to-Peer live streaming. - Roberto Roverso; Amgad Naiem; Mohammed Reda; Mohammed El-Beltagy; Sameh El-Ansary; Nils Franzen; Seif Haridi (CCNC, 2011)

GPU-Based Heuristic Solver for Linear Sum Assignment Problems Under Real-time Constraints - Roberto Roverso; Amgad Naiem; Mohammed El-Beltagy; Sameh El-Ansary (CoRR, 2011)

On the Optimality and Speed of the Deep Greedy Switching Algorithm for Linear Assignment Problems. - Amgad Naiem; Mohammed El-Beltagy (IPDPS Workshops, 2013)

Evolutionary Multiobjective Optimization for Portfolios in Emerging Markets: Contrasting Higher Moments and Median Models. - Mai A. Ibrahim; Mohammed El-Beltagy; Motaz Khorshid (EvoApplications (1), 2016)

NAT Constraints Management in Tree-Based P2P Live Streaming Systems. - Amgad Naiem; Mohammed El-Beltagy (INFOS, 2016)

Project Portfolio Exploration and Visualization using Self-Organizing Maps. - Amgad Naiem; Mohammed El-Beltagy; Sondos Seif (INFOS, 2016)

Cross-Country Skiing Gears Classification using Deep Learning. - Aliaa Rassem; Mohammed El-Beltagy; Mohamed Saleh (CoRR, 2017)

A Conceptual Framework for the Generation of Adaptive Training Plans in Sports Coaching. - Laila Zahran; Mohammed El-Beltagy; Mohamed Saleh (AISI, 2019)