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Aly Megahed
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2020 – today
- 2023
- [j8]Hogun Park
, Aly Megahed
Incorporating experts' judgment into machine learning models. Expert Syst. Appl. 228: 120118 (2023) - [i3]Hogun Park, Aly Megahed, Peifeng Yin, Yuya Jeremy Ong, Pravar Dilip Mahajan, Pei Guo:
Incorporating Experts' Judgment into Machine Learning Models. CoRR abs/2304.11870 (2023) - 2022
- [j7]Robert Engel, Pablo Fernandez, Antonio Ruiz-Cortés
SLA-aware operational efficiency in AI-enabled service chains: challenges ahead. Inf. Syst. E Bus. Manag. 20(1): 199-221 (2022) - 2021
- [j6]Jon M. Stauffer
Elasticity management for capacity planning in software as a service cloud computing. IISE Trans. 53(4): 407-424 (2021) - [c22]Eelaaf Zahid, Yuya Jeremy Ong, Aly Megahed, Taiga Nakamura:
Predicting Loss Risks for B2B Tendering Processes. IEEE BigData 2021: 2076-2083 - [i2]Eelaaf Zahid, Yuya Jeremy Ong, Aly Megahed, Taiga Nakamura:
Predicting Loss Risks for B2B Tendering Processes. CoRR abs/2109.06815 (2021) - 2020
- [j5]Pravar Dilip Mahajan, Abhinav Maurya, Aly Megahed, Alaa Elwany, Ray Strong, Jeanette Blomberg:
Optimizing predictive precision in imbalanced datasets for actionable revenue change prediction. Eur. J. Oper. Res. 285(3): 1095-1113 (2020) - [j4]Aly Megahed
Analytics and Operations Research Increases Win Rates for IBM's Information Technology Service Deals. INFORMS J. Appl. Anal. 50(1): 50-63 (2020) - [c21]Shubhi Asthana, Aly Megahed, Ilyas Iyoob:
A Cloud-Migration Feasibility Advisor. ICDCS 2020: 1171-1172 - [c20]Shubhi Asthana, Aly Megahed, Ilyas Iyoob:
Multi-cloud Solution Design for Migrating a Portfolio of Applications to the Cloud. ICSOC Workshops 2020: 485-494 - [c19]Yifan Lin, Enlu Zhou, Aly Megahed:
A Nested Simulation Optimization Approach for Portfolio Selection. WSC 2020: 3093-3104
2010 – 2019
- 2019
- [j3]Aly Megahed, Jennifer A. Pazour, Ahmed Nazeem, Samir Tata, Mohamed Mohamed:
Monitoring services in the Internet of Things: an optimization approach. Computing 101(8): 1119-1145 (2019) - [j2]Aly Megahed
Optimizing cloud solutioning design. Future Gener. Comput. Syst. 91: 86-95 (2019) - [c18]Pei Guo, Aly Megahed, Shubhi Asthana, Paul R. Messinger:
Winnability Prediction for IT Services Bids. SCC 2019: 237-239 - 2018
- [j1]Aly Megahed, Marc Goetschalckx:
Tactical supply chain planning under uncertainty with an application in the wind turbines industry. Comput. Oper. Res. 100: 287-300 (2018) - [c17]Shubhi Asthana, Aly Megahed, Ahmed Nazeem, Valeria Becker, Taiga Nakamura, Sandeep Gopisetty:
Solutioning of Highly-Valued IT Service Contracts. SCC 2018: 295-298 - 2017
- [c16]Aly Megahed, Mohamed Mohamed, Samir Tata:
A Stochastic Optimization Approach for Cloud Elasticity. CLOUD 2017: 456-463 - [c15]Samir Tata, Mohamed Mohamed, Aly Megahed:
An Optimization Approach for Adaptive Monitoring in IoT Environments. SCC 2017: 378-385 - [c14]Shubhi Asthana, Aly Megahed, Valeria Becker, Taiga Nakamura, Kugamoorthy Gajananan:
A Cognitive Prioritization for Reports Generated in Resource Constrained Applications. SCC 2017: 418-425 - [c13]Aly Megahed, Samir Tata, Ahmed Nazeem:
Cognitive Determination of Policies for Data Management in IoT Systems. ICSOC Workshops 2017: 188-197 - [c12]Aly Megahed, Ahmed Nazeem, Peifeng Yin, Samir Tata, Hamid Reza Motahari-Nezhad, Taiga Nakamura:
An Optimization-Based Approach for Cloud Solution Design. OTM Conferences (1) 2017: 751-764 - [c11]Aly Megahed, Shubhi Asthana, Valeria Becker, Taiga Nakamura, Kugamoorthy Gajananan:
A Method for Selecting Peer Deals in IT Service Contracts. AIMS@SERVICES 2017: 1-7 - [c10]Shubhi Asthana, Aly Megahed, Ray Strong:
A Recommendation System for Proactive Health Monitoring Using IoT and Wearable Technologies. AIMS@SERVICES 2017: 14-21 - [c9]Kugamoorthy Gajananan, Aly Megahed, Shubhi Asthana, Valeria Becker, Taiga Nakamura, Mark Smith:
A method for estimating annual cost reduction of IT service deals. SOLI 2017: 45-50 - 2016
- [c8]Aly Megahed, Peifeng Yin, Hamid Reza Motahari-Nezhad:
An Optimization Approach to Services Sales Forecasting in a Multi-staged Sales Pipeline. SCC 2016: 713-719 - [c7]Kugamoorthy Gajananan, Aly Megahed, Mari Abe, Taiga Nakamura, Mark Smith:
A Top-Down Pricing Algorithm for IT Service Contracts Using Lower Level Service Data. SCC 2016: 720-727 - [c6]Aly Megahed, Kugamoorthy Gajananan, Shubhi Asthana, Valeria Becker, Mark Smith, Taiga Nakamura:
Top-Down Pricing of IT Services Deals with Recommendation for Missing Values of Historical and Market Data. ICSOC 2016: 745-760 - [c5]Peifeng Yin, Aly Megahed, Hamid Reza Motahari-Nezhad, Taiga Nakamura:
A Discrete Constraint-Based Method for Pipeline Build-Up Aware Services Sales Forecasting. ICSOC 2016: 813-828 - [i1]Shubhi Asthana, Ray Strong, Aly Megahed:
HealthAdvisor: Recommendation System for Wearable Technologies enabling Proactive Health Monitoring. CoRR abs/1612.00800 (2016) - 2015
- [b1]Aly Megahed:
Supply chain planning models with general backorder penalties, supply and demand uncertainty, and quantity discounts. Georgia Institute of Technology, Atlanta, GA, USA, 2015 - [c4]Aly Megahed, Guang-Jie Ren, Michael Firth:
Modeling Business Insights into Predictive Analytics for the Outcome of IT Service Contracts. SCC 2015: 515-521 - [c3]Peifeng Yin, Hamid R. Motahari Nezhad, Aly Megahed, Taiga Nakamura:
A Progress Advisor for IT Service Engagements. SCC 2015: 592-599 - [c2]Aly Megahed, Kugamoorthy Gajananan, Mari Abe, Shun Jiang, Mark Smith, Taiga Nakamura:
Pricing IT Services Deals: A More Agile Top-Down Approach. ICSOC 2015: 461-473 - [c1]Mohamed Mohamed, Aly Megahed:
Optimal assignment of autonomic managers to cloud resources. SOLI 2015: 88-93
Coauthor Index
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