The class imbalance problem
Megahed, Fadel M., Chen, Ying-Ju, Megahed, Aly, Ong, Yuya, Altman, Naomi, Krzywinski, Martin
Published in Nature methods (01.11.2021)
Published in Nature methods (01.11.2021)
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Journal Article
Incorporating experts’ judgment into machine learning models
Park, Hogun, Megahed, Aly, Yin, Peifeng, Ong, Yuya, Mahajan, Pravar, Guo, Pei
Published in Expert systems with applications (15.10.2023)
Published in Expert systems with applications (15.10.2023)
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Journal Article
A Nested Simulation Optimization Approach for Portfolio Selection
Lin, Yifan, Zhou, Enlu, Megahed, Aly
Published in 2020 Winter Simulation Conference (WSC) (14.12.2020)
Published in 2020 Winter Simulation Conference (WSC) (14.12.2020)
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Conference Proceeding
A Cloud-Migration Feasibility Advisor
Asthana, Shubhi, Megahed, Aly, Iyoob, Ilyas
Published in 2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS) (01.11.2020)
Published in 2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS) (01.11.2020)
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Conference Proceeding
Optimizing cloud solutioning design
Megahed, Aly, Nazeem, Ahmed, Yin, Peifeng, Tata, Samir, Motahari Nezhad, Hamid Reza, Nakamura, Taiga
Published in Future generation computer systems (01.02.2019)
Published in Future generation computer systems (01.02.2019)
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Journal Article
Monitoring services in the Internet of Things: an optimization approach
Megahed, Aly, Pazour, Jennifer A., Nazeem, Ahmed, Tata, Samir, Mohamed, Mohamed
Published in Computing (01.08.2019)
Published in Computing (01.08.2019)
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Journal Article
Pricing IT Services Deals: A More Agile Top-Down Approach
Megahed, Aly, Gajananan, Kugamoorthy, Abe, Mari, Jiang, Shun, Smith, Mark, Nakamura, Taiga
Published in Service-Oriented Computing (2015)
Published in Service-Oriented Computing (2015)
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Book Chapter
A Recommendation System for Proactive Health Monitoring Using IoT and Wearable Technologies
Asthana, Shubhi, Megahed, Aly, Strong, Ray
Published in 2017 IEEE International Conference on AI & Mobile Services (AIMS) (01.06.2017)
Published in 2017 IEEE International Conference on AI & Mobile Services (AIMS) (01.06.2017)
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Conference Proceeding
Optimal assignment of autonomic managers to cloud resources
Mohamed, Mohamed, Megahed, Aly
Published in 2015 IEEE International Conference on Service Operations And Logistics, And Informatics (SOLI) (01.11.2015)
Published in 2015 IEEE International Conference on Service Operations And Logistics, And Informatics (SOLI) (01.11.2015)
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Conference Proceeding
Incorporating Experts' Judgment into Machine Learning Models
Park, Hogun, Megahed, Aly, Yin, Peifeng, Ong, Yuya, Mahajan, Pravar, Guo, Pei
Published in arXiv.org (29.04.2023)
Published in arXiv.org (29.04.2023)
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Paper
Journal Article
An Optimization Approach for Adaptive Monitoring in IoT Environments
Tata, Samir, Mohamed, Mohamed, Megahed, Aly
Published in 2017 IEEE International Conference on Services Computing (SCC) (01.06.2017)
Published in 2017 IEEE International Conference on Services Computing (SCC) (01.06.2017)
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Conference Proceeding