Abdallah Moubayed

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 60

Top Topics

Intrusion Detection

Betweenness Centrality

Ensemble Feature Selection

Top Venues

IEEE Trans. Mob. Comput.

Publications

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 (2024)
Ala' Alyabrodi, Shrouq Al-Daja, MohammadNoor Injadat, Abdallah Moubayed, Hebatullah Khattab
Enhancing the Performance of Sign Language Recognition Models Using Machine Learning. ACIT (2023)
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 (2023)
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)
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)
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) (2023)
Sam Aleyadeh, Abdallah Moubayed, Parisa Heidari, Abdallah Shami
Optimal Container Migration/Re-Instantiation in Hybrid Computing Environments. IEEE Open J. Commun. Soc. 3 (2022)
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) (2022)
Abdallah Moubayed, Abdallah Shami, Anwer Al-Dulaimi
On End-to-End Intelligent Automation of 6G Networks. Future Internet 14 (6) (2022)
Abdallah Moubayed, Abdallah Shami, Abbas Ibrahim
Intelligent Transportation Systems' Orchestration: Lessons Learned & Potential Opportunities. CoRR (2022)
Li Yang, Abdallah Moubayed, Abdallah Shami
MTH-IDS: A Multitiered Hybrid Intrusion Detection System for Internet of Vehicles. IEEE Internet Things J. 9 (1) (2022)
Abdallah Moubayed, Abbas Javadtalab, Mahdi Hemmati, Yuren You, Abdallah Shami
Traffic-Aware OTN-over-WDM Optimization in 5G Networks. MeditCom (2022)
Abdallah Moubayed, Abdallah Shami
Softwarization, Virtualization, and Machine Learning for Intelligent and Effective Vehicle-to-Everything Communications. IEEE Intell. Transp. Syst. Mag. 14 (2) (2022)
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) (2021)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Machine learning towards intelligent systems: applications, challenges, and opportunities. Artif. Intell. Rev. 54 (5) (2021)
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 (2021)
Sam Aleyadeh, Abdallah Moubayed, Abdallah Shami
Mobility Aware Edge Computing Segmentation Towards Localized Orchestration. ISNCC (2021)
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) (2021)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Machine Learning Towards Intelligent Systems: Applications, Challenges, and Opportunities. CoRR (2021)
Sam Aleyadeh, Abdallah Moubayed, Abdallah Shami
Mobility Aware Edge Computing Segmentation Towards Localized Orchestration. CoRR (2021)
Li Yang, Abdallah Moubayed, Abdallah Shami
MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles. CoRR (2021)
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 (2021)
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya
Relationship between Student Engagement and Performance in e-Learning Environment Using Association Rules. CoRR (2021)
Abdallah Moubayed, Abdallah Shami
Softwarization, Virtualization, & Machine Learning For Intelligent & Effective V2X Communications. CoRR (2020)
MohammadNoor Injadat, Abdallah Moubayed, Abdallah Shami
Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach. ICM (2020)
Abdallah Moubayed, Emad Aqeeli, Abdallah Shami
Ensemble-based Feature Selection and Classification Model for DNS Typo-squatting Detection. CoRR (2020)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Systematic ensemble model selection approach for educational data mining. Knowl. Based Syst. 200 (2020)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection. CoRR (2020)
Abdallah Moubayed, Abdallah Shami, Parisa Heidari, Adel Larabi, Richard Brunner
Cost-optimal V2X Service Placement in Distributed Cloud/Edge Environment. WiMob (2020)
Abdallah Moubayed, Abdallah Shami, Parisa Heidari, Adel Larabi, Richard Brunner
Cost-optimal V2X Service Placement in Distributed Cloud/Edge Environment. CoRR (2020)
Abdallah Moubayed, Tanveer Ahmed, Anwar Haque, Abdallah Shami
Machine Learning Towards Enabling Spectrum-as-a-Service Dynamic Sharing. CCECE (2020)
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) (2020)
Abdallah Moubayed, Emad Aqeeli, Abdallah Shami
Ensemble-based Feature Selection and Classification Model for DNS Typo-squatting Detection. CCECE (2020)
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami
Optimized Random Forest Model for Botnet Detection Based on DNS Queries. ICM (2020)
Abdallah Moubayed, Tanveer Ahmed, Anwar Haque, Abdallah Shami
Machine Learning Towards Enabling Spectrum-as-a-Service Dynamic Sharing. CoRR (2020)
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya
DNS Typo-squatting Domain Detection: A Data Analytics & Machine Learning Based Approach. CoRR (2020)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Systematic Ensemble Model Selection Approach for Educational Data Mining. CoRR (2020)
MohammadNoor Injadat, Abdallah Moubayed, Abdallah Shami
Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach. CoRR (2020)
Abdallah Moubayed, Abdallah Shami, Parisa Heidari, Adel Larabi, Richard Brunner
Edge-enabled V2X Service Placement for Intelligent Transportation Systems. CoRR (2020)
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami
Optimized Random Forest Model for Botnet Detection Based on DNS Queries. CoRR (2020)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Multi-split Optimized Bagging Ensemble Model Selection for Multi-class Educational Data Mining. CoRR (2020)
Li Yang, Abdallah Moubayed, Ismail Hamieh, Abdallah Shami
Tree-Based Intelligent Intrusion Detection System in Internet of Vehicles. GLOBECOM (2019)
Abdallah Moubayed, Ahmed Refaey, Abdallah Shami
Software-Defined Perimeter (SDP): State of the Art Secure Solution for Modern Networks. IEEE Netw. 33 (5) (2019)
Li Yang, Abdallah Moubayed, Ismail Hamieh, Abdallah Shami
Tree-based Intelligent Intrusion Detection System in Internet of Vehicles. CoRR (2019)
Palash Kumar, Abdallah Moubayed, Ahmed Refaey, Abdallah Shami, Juanita Koilpillai
Performance Analysis of SDP For Secure Internal Enterprises. WCNC (2019)
Fadi Salo, MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Aleksander Essex
Clustering Enabled Classification using Ensemble Feature Selection for Intrusion Detection. ICNC (2019)
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 (2018)
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya
DNS Typo-Squatting Domain Detection: A Data Analytics & Machine Learning Based Approach. GLOBECOM (2018)
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) (2018)
Abdallah Moubayed, Karim Hammad, Abdallah Shami, Hanan Lutfiyya
Dynamic Spectrum Management through Resource Virtualization with M2M Communications. IEEE Commun. Mag. 56 (10) (2018)
Khaled Alhazmi, Abdallah Moubayed, Abdallah Shami
Green Distributed Cloud Services Provisioning in SDN-enabled Cloud Environment. IWCMC (2018)
Khaled Alhazmi, Abdallah Moubayed, Abdallah Shami
Distributed SDN Controller Placement Using Betweenness Centrality & Hierarchical Clustering. DIVANet@MSWiM (2018)
Emad Aqeeli, Abdallah Moubayed, Abdallah Shami
Dynamic SON-Enabled Location Management in LTE Networks. IEEE Trans. Mob. Comput. 17 (7) (2018)
Sara Zimmo, Abdallah Moubayed, Ahmed Refaey, Abdallah Shami
Coexistence of WiFi and LTE in the Unlicensed Band Using Time-Domain Virtualization. GLOBECOM (2018)
Emad Aqeeli, Abdallah Moubayed, Abdallah Shami
Power-Aware Optimized RRH to BBU Allocation in C-RAN. IEEE Trans. Wirel. Commun. 17 (2) (2018)
Karim Hammad, Abdallah Moubayed, Serguei Primak, Abdallah Shami
Investigating the energy-efficiency/delay jitter trade off for VoLTE in LTE downlink. PIMRC (2017)
Mohamad Kalil, Abdallah Moubayed, Abdallah Shami, Arafat Al-Dweik
Efficient Low-Complexity Scheduler for Wireless Resource Virtualization. IEEE Wirel. Commun. Lett. 5 (1) (2016)
Karim Hammad, Abdallah Moubayed, Abdallah Shami, Serguei Primak
Analytical Approximation of Packet Delay Jitter in Simple Queues. IEEE Wirel. Commun. Lett. 5 (6) (2016)
Mohamed Hussein, Abdallah Moubayed, Serguei Primak, Abdallah Shami
Virtualized allocation performance analysis in 5G two-tier cellular networks. CCECE (2016)
Abdallah Moubayed, Abdallah Shami, Hanan Lutfiyya
Power-Aware Wireless Virtualized Resource Allocation with D2D Communication Underlaying LTE Network. GLOBECOM (2016)
Abdallah Moubayed, Abdallah Shami, Hanan Lutfiyya
Wireless Resource Virtualization With Device-to-Device Communication Underlaying LTE Network. IEEE Trans. Broadcast. 61 (4) (2015)
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)
Emad Aqeeli, Abdallah Moubayed, Abdallah Shami
Towards Intelligent LTE Mobility Management through MME Pooling. GLOBECOM (2015)
Mohamed Hussein, Abdallah Moubayed, Serguei Primak, Abdallah Shami
On efficient power allocation modeling in virtualized uplink 3GPP-LTE systems. WiMob (2015)