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Abdallah Shami
Abdallah Shami
Professor, Department of Electrical and Computer Engineering, Western University, Canada
Verified email at uwo.ca - Homepage
Title
Cited by
Cited by
Year
On hyperparameter optimization of machine learning algorithms: Theory and practice
L Yang, A Shami
Neurocomputing 415, 295-316, 2020
24662020
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
6432014
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
5242014
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
2612021
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
2552007
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
2342013
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
2322020
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
2172019
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
2032020
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
1922018
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
1912019
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
1862017
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
1732020
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
1732018
Systematic ensemble model selection approach for educational data mining
MN Injadat, A Moubayed, AB Nassif, A Shami
Knowledge-Based Systems 200, 105992, 2020
1562020
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
1472018
Machine learning towards intelligent systems: applications, challenges, and opportunities
MN Injadat, A Moubayed, AB Nassif, A Shami
Artificial Intelligence Review, 1-50, 2021
1462021
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
1462013
Jitter performance in Ethernet passive optical networks
A Shami, X Bai, CM Assi, N Ghani
IEEE Journal of Lightwave technology 23 (4), 1745, 2005
1372005
A lightweight concept drift detection and adaptation framework for IoT data streams
L Yang, A Shami
IEEE Internet of Things Magazine 4 (2), 96-101, 2021
1342021
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