| On hyperparameter optimization of machine learning algorithms: Theory and practice L Yang, A Shami Neurocomputing 415, 295-316, 2020 | 1090 | 2020 |
| NFV: State of the art, challenges and implementation in next generation mobile networks (vepc) H Hawilo, A Shami, M Mirahmadi, R Asal IEEE Network ( Volume: 28 , Issue: 6 , Nov.-Dec. 2014 ), 2014 | 610 | 2014 |
| Software defined networking: State of the art and research challenges M Jammal, T Singh, A Shami, R Asal, Y Li Computer Networks 72, 74-98, 2014 | 480 | 2014 |
| Dynamic wavelength and bandwidth allocation in hybrid TDM/WDM EPON networks AR Dhaini, CM Assi, M Maier, A Shami IEEE Journal of lightwave technology 25 (1), 277-286, 2007 | 248 | 2007 |
| Resource allocation in a network-based cloud computing environment: design challenges MA Sharkh, M Jammal, A Shami, A Ouda IEEE Communications Magazine 51 (11), 46-52, 2013 | 230 | 2013 |
| Network function virtualization-aware orchestrator for service function chaining placement in the cloud H Hawilo, M Jammal, A Shami IEEE Journal on Selected Areas in Communications 37 (3), 643-655, 2019 | 209* | 2019 |
| Recursive principal component analysis-based data outlier detection and sensor data aggregation in IoT systems T Yu, X Wang, A Shami IEEE Internet of Things Journal 4 (6), 2207-2216, 2017 | 156 | 2017 |
| E-learning: Challenges and research opportunities using machine learning & data analytics A Moubayed, M Injadat, AB Nassif, H Lutfiyya, A Shami IEEE Access 6, 39117-39138, 2018 | 150 | 2018 |
| QoS-Aware Power-Efficient Scheduler for LTE Uplink M Kalil, A Shami, A Al-Dweik IEEE Transactions on Mobile Computing 14 (8), 1672 - 1685, 2014 | 149* | 2014 |
| Student engagement level in an e-learning environment: Clustering using k-means A Moubayed, M Injadat, A Shami, H Lutfiyya American Journal of Distance Education 34 (2), 137-156, 2020 | 148 | 2020 |
| Energy-Aware Resource Allocation Strategies for LTE Uplink with Synchronous HARQ Constraints D Dechene, A Shami IEEE Transactions on Mobile Computing, 1-1, 2014 | 138* | 2014 |
| On the fairness of dynamic bandwidth allocation schemes in Ethernet passive optical networks X Bai, A Shami, C Assi Computer Communications 29 (11), 2123-2135, 2006 | 137* | 2006 |
| Jitter performance in Ethernet passive optical networks A Shami, X Bai, CM Assi, N Ghani IEEE Journal of Lightwave technology 23 (4), 1745, 2005 | 134 | 2005 |
| A Comprehensive Investigation of Wireless LAN for IEC 61850 Based Smart Distribution Substation Applications P Parikh, T Sidhu, A Shami IEEE Transactions on Industrial Informatics, 1-1, 2013 | 133 | 2013 |
| Edge-enabled V2X service placement for intelligent transportation systems A Moubayed, A Shami, P Heidari, A Larabi, R Brunner IEEE Transactions on Mobile Computing 20 (4), 1380-1392, 2020 | 127 | 2020 |
| Multi-stage optimized machine learning framework for network intrusion detection MN Injadat, A Moubayed, AB Nassif, A Shami IEEE Transactions on Network and Service Management 18 (2), 1803-1816, 2020 | 126 | 2020 |
| Tree-based intelligent intrusion detection system in internet of vehicles L Yang, A Moubayed, I Hamieh, A Shami 2019 IEEE global communications conference (GLOBECOM), 1-6, 2019 | 124 | 2019 |
| Data mining techniques in intrusion detection systems: A systematic literature review F Salo, M Injadat, AB Nassif, A Shami, A Essex IEEE Access 6, 56046-56058, 2018 | 120 | 2018 |
| Bayesian optimization with machine learning algorithms towards anomaly detection MN Injadat, F Salo, AB Nassif, A Essex, A Shami 2018 IEEE global communications conference (GLOBECOM), 1-6, 2018 | 112 | 2018 |
| Systematic ensemble model selection approach for educational data mining MN Injadat, A Moubayed, AB Nassif, A Shami Knowledge-Based Systems 200, 105992, 2020 | 111 | 2020 |
Abdallah MoubayedAssistant Professor, School of Computing & Augmented Intelligence - Arizona State UniversityVerified email at asu.edu
