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Haytham Assem
Haytham Assem
Senior Science Manager, Amazon Alexa AI
Verified email at ucd.ie
Title
Cited by
Cited by
Year
Monitoring VoIP call quality using improved simplified E-model
H Assem, D Malone, J Dunne, P O'Sullivan
2013 International Conference on Computing, Networking and Communications …, 2013
762013
Urban water flow and water level prediction based on deep learning
H Assem, S Ghariba, G Makrai, P Johnston, L Gill, F Pilla
Joint European conference on machine learning and knowledge discovery in …, 2017
532017
Deepad: A generic framework based on deep learning for time series anomaly detection
TS Buda, B Caglayan, H Assem
Pacific-Asia conference on knowledge discovery and data mining, 577-588, 2018
492018
Can machine learning aid in delivering new use cases and scenarios in 5G?
TS Buda, H Assem, L Xu, D Raz, U Margolin, E Rosensweig, DR Lopez, ...
NOMS 2016-2016 IEEE/IFIP Network Operations and Management Symposium, 1279-1284, 2016
422016
CogNet: A network management architecture featuring cognitive capabilities
L Xu, H Assem, IGB Yahia, TS Buda, A Martin, D Gallico, M Biancani, ...
2016 European Conference on Networks and Communications (EuCNC), 325-329, 2016
342016
Spatio-temporal clustering approach for detecting functional regions in cities
H Assem, L Xu, TS Buda, D O'Sullivan
2016 IEEE 28th international conference on tools with artificial …, 2016
292016
View on 5g architecture
S Redana, A Kaloxylos, A Galis, P Rost, V Jungnickel
White paper of the 5G-PPP architecture WG, 2016
272016
Machine learning as a service for enabling Internet of Things and People
H Assem, L Xu, TS Buda, D O’Sullivan
Personal and Ubiquitous Computing 20 (6), 899-914, 2016
252016
Big data analytics for sensor-network collected intelligence
HH Hsu, CY Chang, CH Hsu
Morgan Kaufmann, 2017
232017
Monitoring voice over internet protocol (VoIP) quality during an ongoing call
H Assem, J Dunne, JP Galvin Jr, PJ O'sullivan
US Patent 9,325,838, 2016
162016
Rule-based adaptive monitoring of application performance
ER Altman, HAAA Salama, NM Mitchell, PJ O'Sullivan, AOP DOMINGUEZ, ...
US Patent 10,078,571, 2018
152018
Rule-based adaptive monitoring of application performance
ER Altman, HAAA Salama, NM Mitchell, PJ O'Sullivan, AOP DOMINGUEZ, ...
US Patent 10,078,571, 2018
152018
RCMC: Recognizing crowd-mobility patterns in cities based on location based social networks data
H Assem, TS Buda, D O’sullivan
ACM Transactions on Intelligent Systems and Technology (TIST) 8 (5), 1-30, 2017
152017
A generic algorithm for mid-call audio codec switching
H Assem, M Adel, B Jennings, D Malone, J Dunne, P O'Sullivan
2013 IFIP/IEEE International Symposium on Integrated Network Management (IM …, 2013
132013
Dynamically adapting a test workload to accelerate the identification of performance issues
ER Altman, HAAA Salama, NM Mitchell, PJ O'Sullivan, AOP DOMINGUEZ, ...
US Patent 10,176,022, 2019
112019
Dynamically adapting a test workload to accelerate the identification of performance issues
ER Altman, HAAA Salama, NM Mitchell, PJ O'Sullivan, AOP DOMINGUEZ, ...
US Patent 10,176,022, 2019
112019
Analysis of machine learning techniques for anomaly detection in the internet of things
S Brady, D Magoni, J Murphy, H Assem, AO Portillo-Dominguez
2018 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2018
112018
Dynamically identifying performance anti-patterns
ER Altman, HAAA Salama, NM Mitchell, PJ O'Sullivan, AOP DOMINGUEZ, ...
US Patent 9,823,994, 2017
102017
ADE: An ensemble approach for early Anomaly Detection
TS Buda, H Assem, L Xu
2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM …, 2017
102017
Quality of experience determination for multi-party VoIP conference calls that account for focus degradation effects
H Assem, J Dunne, JP Galvin, P O'sullivan
US Patent 9,232,049, 2016
102016
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