Optimal Deep Learning LSTM Model for Electric Load Forecasting using Feature Selection and Genetic Algorithm: Comparison with Machine Learning Approaches †

by Salah Bouktif, Ali Fiaz, Ali Ouni, Mohamed Adel Serhani
Published 2018-06-01

Multi-Sequence LSTM-RNN Deep Learning and Metaheuristics for Electric Load Forecasting

by Salah Bouktif, Ali Fiaz, Ali Ouni, Mohamed Adel Serhani
Published 2020-01-01

Single and Multi-Sequence Deep Learning Models for Short and Medium Term Electric Load Forecasting

by Salah Bouktif, Ali Fiaz, Ali Ouni, Mohamed Adel Serhani
Published 2019-01-01

Big data quality framework: a holistic approach to continuous quality management

by Ikbal Taleb, Mohamed Adel Serhani, Chafik Bouhaddioui, Rachida Dssouli
Published 2021-05-01

A Multi-Dimensional Trust Model for Processing Big Data Over Competing Clouds

by Hadeel T. El Kassabi, Mohamed Adel Serhani, Rachida Dssouli, Boualem Benatallah
Published 2018-01-01

ECG Monitoring Systems: Review, Architecture, Processes, and Key Challenges

by Mohamed Adel Serhani, Hadeel T. El Kassabi, Heba Ismail, Alramzana Nujum Navaz
Published 2020-03-01

Trends, Technologies, and Key Challenges in Smart and Connected Healthcare

by Alramzana Nujum Navaz, Mohamed Adel Serhani, Hadeel T. El Kassabi, Nabeel Al-Qirim, Heba Ismail
Published 2021-01-01

AI applications in robotics, diagnostic image analysis and precision medicine: Current limitations, future trends, guidelines on CAD systems for medicine

by Tetiana Habuza, Alramzana Nujum Navaz, Faiza Hashim, Fady Alnajjar, Nazar Zaki, Mohamed Adel Serhani, Yauhen Statsenko
Published 2021-01-01