On hyperparameter optimization of machine learning algorithms: Theory and practice L Yang, A Shami Neurocomputing 415, 295-316, 2020 | 1847 | 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 | 630 | 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 | 510 | 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 | 254 | 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 | 234 | 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 | 229* | 2019 |
MTH-IDS: A multitiered hybrid intrusion detection system for internet of vehicles L Yang, A Moubayed, A Shami IEEE Internet of Things Journal 9 (1), 616-632, 2021 | 196 | 2021 |
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 | 192 | 2020 |
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 | 182 | 2020 |
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 | 174 | 2017 |
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 | 173 | 2019 |
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 | 171 | 2018 |
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 | 153 | 2020 |
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 | 152 | 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 |
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 | 142 | 2013 |
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 | 138* | 2006 |
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 | 137 | 2018 |
Energy-Aware Resource Allocation Strategies for LTE Uplink with Synchronous HARQ Constraints D Dechene, A Shami IEEE Transactions on Mobile Computing, 1-1, 2014 | 136* | 2014 |
Systematic ensemble model selection approach for educational data mining MN Injadat, A Moubayed, AB Nassif, A Shami Knowledge-Based Systems 200, 105992, 2020 | 135 | 2020 |