Mohamed Adel Serhani
Mohamed Adel Serhani
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Optimal deep learning lstm model for electric load forecasting using feature selection and genetic algorithm: Comparison with machine learning approaches
S Bouktif, A Fiaz, A Ouni, MA Serhani
Energies 11 (7), 1636, 2018
A QoS broker based architecture for efficient web services selection
MA Serhani, R Dssouli, A Hafid, H Sahraoui
Web Services, 2005. ICWS 2005. Proceedings. 2005 IEEE International …, 2005
Novel cloud and SOA-based framework for E-Health monitoring using wireless biosensors
A Benharref, MA Serhani
IEEE journal of biomedical and health informatics 18 (1), 46-55, 2013
Big data pre-processing: A quality framework
I Taleb, R Dssouli, MA Serhani
2015 IEEE international congress on big data, 191-198, 2015
Performance Evaluation of Mobile Web Services
R Mizouni, MA Serhani, R Dssouli, A Benharref, I Taleb
Web Services (ECOWS), 2011 Ninth IEEE European Conference on, 184-191, 2011
An automatic mobile-health based approach for EEG epileptic seizures detection
MEL Menshawy, A Benharref, M Serhani
Expert systems with applications 42 (20), 7157-7174, 2015
Big data quality: A quality dimensions evaluation
I Taleb, HT El Kassabi, MA Serhani, R Dssouli, C Bouhaddioui
2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced …, 2016
Big data quality: A survey
I Taleb, MA Serhani, R Dssouli
2018 IEEE International Congress on Big Data (BigData Congress), 166-173, 2018
ECG monitoring systems: Review, architecture, processes, and key challenges
MA Serhani, H T El Kassabi, H Ismail, A Nujum Navaz
Sensors 20 (6), 1796, 2020
Multi-sequence LSTM-RNN deep learning and metaheuristics for electric load forecasting
S Bouktif, A Fiaz, A Ouni, MA Serhani
Energies 13 (2), 391, 2020
A framework for sla-based cloud services verification and composition
A Al Falasi, MA Serhani
2011 International Conference on Innovations in Information Technology, 287-292, 2011
An hybrid approach to quality evaluation across big data value chain
MA Serhani, HT El Kassabi, I Taleb, A Nujum
2016 IEEE International Congress on Big Data (BigData Congress), 418-425, 2016
Single and multi-sequence deep learning models for short and medium term electric load forecasting
S Bouktif, A Fiaz, A Ouni, MA Serhani
Energies 12 (1), 149, 2019
Efficient traces’ collection mechanisms for passive testing of web services
A Benharref, R Dssouli, MA Serhani, R Glitho
Information and Software Technology 51 (2), 362-374, 2009
A queuing model for service selection of multi-classes QoS-aware web services
E Badidi, L Esmahi, MA Serhani
Web Services, 2005. ECOWS 2005. Third IEEE European Conference on, 9 pp., 2005
Streaming feature selection algorithms for big data: A survey
N AlNuaimi, MM Masud, MA Serhani, N Zaki
Applied Computing and Informatics, 2020
Integrating function point project information for improving the accuracy of effort estimation
F Ahmed, S Bouktif, A Serhani, I Khalil
2008 The Second International Conference on Advanced Engineering Computing …, 2008
Towards a personality understanding of information technology students and their IT learning in UAE university
N Al-Qirim, K Rouibah, A Tarhini, MA Serhani, AR Yammahi, ...
Education and Information Technologies 23 (1), 29-40, 2018
A model for multi-levels SLA monitoring in federated cloud environment
A Al Falasi, MA Serhani, R Dssouli
2013 IEEE 10th International Conference on Ubiquitous Intelligence and …, 2013
Towards an adaptive QoS-driven monitoring of cloud SaaS
MA Serhani, Y Atif, A Benharref
International Journal of Grid and Utility Computing 5 (4), 263-277, 2014
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