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 | 862 | 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 | 269 | 2020 |
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 | 269 | 2005 |
Performance evaluation of deep CNN-based crack detection and localization techniques for concrete structures L Ali, F Alnajjar, HA Jassmi, M Gocho, W Khan, MA Serhani Sensors 21 (5), 1688, 2021 | 203 | 2021 |
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 | 201 | 2013 |
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 | 194 | 2020 |
Federated learning in edge computing: a systematic survey HG Abreha, M Hayajneh, MA Serhani Sensors 22 (2), 450, 2022 | 165 | 2022 |
Big data pre-processing: A quality framework I Taleb, R Dssouli, MA Serhani 2015 IEEE international congress on big data, 191-198, 2015 | 157 | 2015 |
ANTi-Vax: a novel Twitter dataset for COVID-19 vaccine misinformation detection K Hayawi, S Shahriar, MA Serhani, I Taleb, SS Mathew Public health 203, 23-30, 2022 | 141 | 2022 |
Big data quality: A survey I Taleb, MA Serhani, R Dssouli 2018 IEEE International Congress on Big Data (BigData Congress), 166-173, 2018 | 139 | 2018 |
Streaming feature selection algorithms for big data: A survey N AlNuaimi, MM Masud, MA Serhani, N Zaki Applied Computing and Informatics 18 (1/2), 113-135, 2022 | 100 | 2022 |
Big data quality framework: a holistic approach to continuous quality management I Taleb, MA Serhani, C Bouhaddioui, R Dssouli Journal of Big Data 8 (1), 76, 2021 | 95 | 2021 |
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 | 88 | 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 | 80 | 2019 |
Big data quality assessment model for unstructured data I Taleb, MA Serhani, R Dssouli 2018 International Conference on Innovations in Information Technology (IIT …, 2018 | 72 | 2018 |
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 | 71 | 2015 |
Vaccine versus variants (3Vs): are the COVID-19 vaccines effective against the variants? A systematic review K Hayawi, S Shahriar, MA Serhani, H Alashwal, MM Masud Vaccines 9 (11), 1305, 2021 | 63 | 2021 |
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 | 63 | 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 | 62 | 2016 |
Secure decentralized electronic health records sharing system based on blockchains K Shuaib, J Abdella, F Sallabi, MA Serhani Journal of King Saud University-Computer and Information Sciences 34 (8 …, 2022 | 56 | 2022 |