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ORCIDAbdallah Moubayed
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Journal Articles
- 2024
[j23]Abdallah Moubayed
:
A Complete EDA and DL Pipeline for Softwarized 5G Network Intrusion Detection. Future Internet 16(9): 331 (2024)- 2023
- [j22]Sara Zimmo, Abdallah Moubayed, Ahmed Refaey Hussein, Abdallah Shami:
Quality of service-aware coexistence in unlicensed 5G new radio based on time-domain virtualization. Int. J. Commun. Syst. 36(4) (2023) - [j21]Abdallah Moubayed, Dimitrios Michael Manias, Abbas Javadtalab, Mahdi Hemmati, Yuren You, Abdallah Shami:
OTN-over-WDM optimization in 5G networks: key challenges and innovation opportunities. Photonic Netw. Commun. 45(2): 49-66 (2023) - 2022
- [j20]Abdallah Moubayed, Abdallah Shami, Anwer Al-Dulaimi:
On End-to-End Intelligent Automation of 6G Networks. Future Internet 14(6): 165 (2022) - [j19]Li Yang, Abdallah Moubayed, Abdallah Shami:
MTH-IDS: A Multitiered Hybrid Intrusion Detection System for Internet of Vehicles. IEEE Internet Things J. 9(1): 616-632 (2022) - [j18]Abdallah Moubayed, Abdallah Shami:
Softwarization, Virtualization, and Machine Learning for Intelligent and Effective Vehicle-to-Everything Communications. IEEE Intell. Transp. Syst. Mag. 14(2): 156-173 (2022) - [j17]Sam Aleyadeh, Abdallah Moubayed, Parisa Heidari, Abdallah Shami:
Optimal Container Migration/Re-Instantiation in Hybrid Computing Environments. IEEE Open J. Commun. Soc. 3: 15-30 (2022) - [j16]Li Yang, Abdallah Moubayed, Abdallah Shami, Parisa Heidari, Amine Boukhtouta, Adel Larabi, Richard Brunner, Stere Preda, Daniel Migault:
Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection. IEEE Trans. Netw. Serv. Manag. 19(1): 686-705 (2022) - 2021
- [j15]Abdallah Moubayed, Mohamed Sharif, Marco Luccini, Serguei Primak, Abdallah Shami:
Water Leak Detection Survey: Challenges & Research Opportunities Using Data Fusion & Federated Learning. IEEE Access 9: 40595-40611 (2021) - [j14]MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami:
Machine learning towards intelligent systems: applications, challenges, and opportunities. Artif. Intell. Rev. 54(5): 3299-3348 (2021) - [j13]Abdallah Moubayed, Abdallah Shami, Parisa Heidari, Adel Larabi, Richard Brunner:
Edge-Enabled V2X Service Placement for Intelligent Transportation Systems. IEEE Trans. Mob. Comput. 20(4): 1380-1392 (2021) - [j12]MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami:
Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection. IEEE Trans. Netw. Serv. Manag. 18(2): 1803-1816 (2021) - 2020
- [j11]MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami:
Multi-split optimized bagging ensemble model selection for multi-class educational data mining. Appl. Intell. 50(12): 4506-4528 (2020) - [j10]MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami:
Systematic ensemble model selection approach for educational data mining. Knowl. Based Syst. 200: 105992 (2020) - 2019
- [j9]Abdallah Moubayed, Ahmed Refaey, Abdallah Shami:
Software-Defined Perimeter (SDP): State of the Art Secure Solution for Modern Networks. IEEE Netw. 33(5): 226-233 (2019) - 2018
- [j8]Abdallah Moubayed, MohammadNoor Injadat, Ali Bou Nassif, Hanan Lutfiyya, Abdallah Shami:
E-Learning: Challenges and Research Opportunities Using Machine Learning & Data Analytics. IEEE Access 6: 39117-39138 (2018) - [j7]Abdallah Moubayed, Karim Hammad, Abdallah Shami, Hanan Lutfiyya:
Dynamic Spectrum Management through Resource Virtualization with M2M Communications. IEEE Commun. Mag. 56(10): 121-127 (2018) - [j6]Karim Hammad, Abdallah Moubayed, Serguei Primak, Abdallah Shami:
QoS-Aware Energy and Jitter-Efficient Downlink Predictive Scheduler for Heterogeneous Traffic LTE Networks. IEEE Trans. Mob. Comput. 17(6): 1411-1428 (2018) - [j5]Emad Aqeeli, Abdallah Moubayed, Abdallah Shami:
Dynamic SON-Enabled Location Management in LTE Networks. IEEE Trans. Mob. Comput. 17(7): 1511-1523 (2018) - [j4]Emad Aqeeli, Abdallah Moubayed, Abdallah Shami:
Power-Aware Optimized RRH to BBU Allocation in C-RAN. IEEE Trans. Wirel. Commun. 17(2): 1311-1322 (2018) - 2016
- [j3]Mohamad Kalil, Abdallah Moubayed, Abdallah Shami, Arafat Al-Dweik:
Efficient Low-Complexity Scheduler for Wireless Resource Virtualization. IEEE Wirel. Commun. Lett. 5(1): 56-59 (2016) - [j2]Karim Hammad, Abdallah Moubayed, Abdallah Shami, Serguei Primak:
Analytical Approximation of Packet Delay Jitter in Simple Queues. IEEE Wirel. Commun. Lett. 5(6): 564-567 (2016) - 2015
- [j1]Abdallah Moubayed, Abdallah Shami, Hanan Lutfiyya:
Wireless Resource Virtualization With Device-to-Device Communication Underlaying LTE Network. IEEE Trans. Broadcast. 61(4): 734-740 (2015)
Conference and Workshop Papers
- 2023
- [c22]Ala' Alyabrodi, Shrouq Al-Daja, MohammadNoor Injadat, Abdallah Moubayed, Hebatullah Khattab:
Enhancing the Performance of Sign Language Recognition Models Using Machine Learning. ACIT 2023: 1-7 - [c21]Abdallah Moubayed, MohammadNoor Injadat, Nouh Alhindawi, Ghassan Samara, Sara Abuasal, Raed Alazaidah:
A Deep Learning Approach Towards Student Performance Prediction in Online Courses: Challenges Based on a Global Perspective. ACIT 2023: 1-6 - 2022
- [c20]Abdallah Moubayed, Abbas Javadtalab, Mahdi Hemmati, Yuren You, Abdallah Shami:
Traffic-Aware OTN-over-WDM Optimization in 5G Networks. MeditCom 2022: 184-190 - 2021
- [c19]Sam Aleyadeh, Abdallah Moubayed, Abdallah Shami:
Mobility Aware Edge Computing Segmentation Towards Localized Orchestration. ISNCC 2021: 1-6 - 2020
- [c18]Abdallah Moubayed, Tanveer Ahmed, Anwar Haque, Abdallah Shami:
Machine Learning Towards Enabling Spectrum-as-a-Service Dynamic Sharing. CCECE 2020: 1-6 - [c17]Abdallah Moubayed, Emad Aqeeli, Abdallah Shami:
Ensemble-based Feature Selection and Classification Model for DNS Typo-squatting Detection. CCECE 2020: 1-6 - [c16]MohammadNoor Injadat, Abdallah Moubayed, Abdallah Shami:
Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach. ICM 2020: 1-4 - [c15]Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami:
Optimized Random Forest Model for Botnet Detection Based on DNS Queries. ICM 2020: 1-4 - [c14]Abdallah Moubayed, Abdallah Shami, Parisa Heidari, Adel Larabi, Richard Brunner:
Cost-optimal V2X Service Placement in Distributed Cloud/Edge Environment. WiMob 2020: 1-6 - 2019
- [c13]Li Yang, Abdallah Moubayed, Ismail Hamieh, Abdallah Shami:
Tree-Based Intelligent Intrusion Detection System in Internet of Vehicles. GLOBECOM 2019: 1-6 - [c12]Fadi Salo, MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Aleksander Essex:
Clustering Enabled Classification using Ensemble Feature Selection for Intrusion Detection. ICNC 2019: 276-281 - [c11]Palash Kumar, Abdallah Moubayed, Ahmed Refaey, Abdallah Shami, Juanita Koilpillai:
Performance Analysis of SDP For Secure Internal Enterprises. WCNC 2019: 1-6 - 2018
- [c10]Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya:
DNS Typo-Squatting Domain Detection: A Data Analytics & Machine Learning Based Approach. GLOBECOM 2018: 1-7 - [c9]Sara Zimmo, Abdallah Moubayed, Ahmed Refaey, Abdallah Shami:
Coexistence of WiFi and LTE in the Unlicensed Band Using Time-Domain Virtualization. GLOBECOM 2018: 1-6 - [c8]Khaled Alhazmi, Abdallah Moubayed, Abdallah Shami:
Green Distributed Cloud Services Provisioning in SDN-enabled Cloud Environment. IWCMC 2018: 861-867 - [c7]Khaled Alhazmi, Abdallah Moubayed, Abdallah Shami:
Distributed SDN Controller Placement Using Betweenness Centrality & Hierarchical Clustering. DIVANet@MSWiM 2018: 15-20 - 2017
- [c6]Karim Hammad, Abdallah Moubayed, Serguei Primak, Abdallah Shami:
Investigating the energy-efficiency/delay jitter trade off for VoLTE in LTE downlink. PIMRC 2017: 1-7 - 2016
- [c5]Mohamed Hussein, Abdallah Moubayed, Serguei Primak, Abdallah Shami:
Virtualized allocation performance analysis in 5G two-tier cellular networks. CCECE 2016: 1-4 - [c4]Abdallah Moubayed, Abdallah Shami, Hanan Lutfiyya:
Power-Aware Wireless Virtualized Resource Allocation with D2D Communication Underlaying LTE Network. GLOBECOM 2016: 1-6 - 2015
- [c3]Emad Aqeeli, Abdallah Moubayed, Abdallah Shami:
Towards Intelligent LTE Mobility Management through MME Pooling. GLOBECOM 2015: 1-6 - [c2]Abdallah Moubayed, Sameh Sorour, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Collaborative Multi-Layer Network Coding in Hybrid Cellular Cognitive Radio Networks. VTC Spring 2015: 1-6 - [c1]Mohamed Hussein, Abdallah Moubayed, Serguei Primak, Abdallah Shami:
On efficient power allocation modeling in virtualized uplink 3GPP-LTE systems. WiMob 2015: 817-824
Parts in Books or Collections
- 2023
- [p1]Taher M. Ghazal, Mohammad Kamrul Hasan, Siti Norul Huda Sheikh Abdullah, Khairul Azmi Abu Bakar, Nidal A. Al-Dmour, Raed A. Said, Tamer Mohamed Abdellatif, Abdallah Moubayed, Haitham M. Alzoubi, Muhammad Alshurideh, Waleed Alomoush:
Machine Learning-Based Intrusion Detection Approaches for Secured Internet of Things. The Effect of Information Technology on Business and Marketing Intelligence Systems 2023: 2013-2036
Informal and Other Publications
- 2024
- [i20]Abdallah Moubayed, MohammadNoor Injadat, Nouh Alhindawi, Ghassan Samara, Sara Abuasal, Raed Alazaidah:
A Deep Learning Approach Towards Student Performance Prediction in Online Courses: Challenges Based on a Global Perspective. CoRR abs/2402.01655 (2024) - 2023
- [i19]Li Yang, Abdallah Moubayed, Abdallah Shami, Amine Boukhtouta, Parisa Heidari, Stere Preda, Richard Brunner, Daniel Migault, Adel Larabi:
Forensic Data Analytics for Anomaly Detection in Evolving Networks. CoRR abs/2308.09171 (2023) - 2022
- [i18]Abdallah Moubayed, Abdallah Shami, Abbas Ibrahim:
Intelligent Transportation Systems' Orchestration: Lessons Learned & Potential Opportunities. CoRR abs/2205.14040 (2022) - 2021
- [i17]Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya:
Relationship between Student Engagement and Performance in e-Learning Environment Using Association Rules. CoRR abs/2101.02006 (2021) - [i16]MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami:
Machine Learning Towards Intelligent Systems: Applications, Challenges, and Opportunities. CoRR abs/2101.03655 (2021) - [i15]Li Yang, Abdallah Moubayed, Abdallah Shami:
MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles. CoRR abs/2105.13289 (2021) - [i14]Li Yang, Abdallah Moubayed, Abdallah Shami, Parisa Heidari, Amine Boukhtouta, Adel Larabi, Richard Brunner, Stere Preda, Daniel Migault:
Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection. CoRR abs/2107.11514 (2021) - [i13]Sam Aleyadeh, Abdallah Moubayed, Abdallah Shami:
Mobility Aware Edge Computing Segmentation Towards Localized Orchestration. CoRR abs/2110.07808 (2021) - 2020
- [i12]Abdallah Moubayed, Abdallah Shami, Parisa Heidari, Adel Larabi, Richard Brunner:
Edge-enabled V2X Service Placement for Intelligent Transportation Systems. CoRR abs/2001.06288 (2020) - [i11]MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami:
Systematic Ensemble Model Selection Approach for Educational Data Mining. CoRR abs/2005.06647 (2020) - [i10]Abdallah Moubayed, Abdallah Shami:
Softwarization, Virtualization, & Machine Learning For Intelligent & Effective V2X Communications. CoRR abs/2006.04595 (2020) - [i9]MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami:
Multi-split Optimized Bagging Ensemble Model Selection for Multi-class Educational Data Mining. CoRR abs/2006.05031 (2020) - [i8]Abdallah Moubayed, Emad Aqeeli, Abdallah Shami:
Ensemble-based Feature Selection and Classification Model for DNS Typo-squatting Detection. CoRR abs/2006.09272 (2020) - [i7]MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami:
Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection. CoRR abs/2008.03297 (2020) - [i6]Abdallah Moubayed, Tanveer Ahmed, Anwar Haque, Abdallah Shami:
Machine Learning Towards Enabling Spectrum-as-a-Service Dynamic Sharing. CoRR abs/2009.03756 (2020) - [i5]Abdallah Moubayed, Abdallah Shami, Parisa Heidari, Adel Larabi, Richard Brunner:
Cost-optimal V2X Service Placement in Distributed Cloud/Edge Environment. CoRR abs/2010.07223 (2020) - [i4]MohammadNoor Injadat, Abdallah Moubayed, Abdallah Shami:
Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach. CoRR abs/2012.11325 (2020) - [i3]Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami:
Optimized Random Forest Model for Botnet Detection Based on DNS Queries. CoRR abs/2012.11326 (2020) - [i2]Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya:
DNS Typo-squatting Domain Detection: A Data Analytics & Machine Learning Based Approach. CoRR abs/2012.13604 (2020) - 2019
- [i1]Li Yang, Abdallah Moubayed, Ismail Hamieh, Abdallah Shami:
Tree-based Intelligent Intrusion Detection System in Internet of Vehicles. CoRR abs/1910.08635 (2019)
Coauthor Index
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