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2020 – today
- 2023
[j7]Moncef Garouani
, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich:
Autoencoder-kNN meta-model based data characterization approach for an automated selection of AI algorithms. J. Big Data 10(1): 14 (2023)- [j6]Moncef Garouani, Mourad Bouneffa, Adeel Ahmad, Mohamed Hamlich:
Version [2.0]- [AMLBID: An auto-explained Automated Machine Learning tool for Big Industrial Data]. SoftwareX 23: 101444 (2023) - 2022
- [j5]Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich, Grégory Bourguin, Arnaud Lewandowski:
Using meta-learning for automated algorithms selection and configuration: an experimental framework for industrial big data. J. Big Data 9(1): 57 (2022) - [j4]Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich:
AMLBID: An auto-explained Automated Machine Learning tool for Big Industrial Data. SoftwareX 17: 100919 (2022) - [c5]Amine Khatib, Franck Dufrenois, Mohamed Hamlich, Denis Hamad:
Collaborative Kernel Discriminant Analysis for Large Scale Multi Class Problems. SADASC 2022: 34-50 - [c4]Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich:
Scalable Meta-Bayesian Based Hyperparameters Optimization for Machine Learning. SADASC 2022: 173-186 - [c3]Khadija Elmoukhtafi, Ladjel Bellatreche, Mohamed Hamlich, Carlos Augusto Santos Silva:
Data-Driven Solutions for Electricity Price Forecasting: The Case of EU Improvement Project. SADASC 2022: 198-211 - [e2]Mohamed Hamlich, Ladjel Bellatreche, Ali Siadat, Sebastián Ventura:
Smart Applications and Data Analysis - 4th International Conference, SADASC 2022, Marrakesh, Morocco, September 22-24, 2022, Proceedings. Communications in Computer and Information Science 1677, Springer 2022, ISBN 978-3-031-20489-0 [contents] - 2021
- [j3]Mohamed Hamlich, Ladjel Bellatreche, Anirban Mondal, Carlos Ordonez:
Special Issue on Smart Applications and Data Analysis for Smart Cyber-Physical Systems. J. Syst. Archit. 121: 102305 (2021) - [c2]Moncef Garouani, Mohamed Hamlich, Adeel Ahmad, Mourad Bouneffa, Grégory Bourguin, Arnaud Lewandowski:
Toward an Automatic Assistance Framework for the Selection and Configuration of Machine Learning Based Data Analytics Solutions in Industry 4.0. BDIoT 2021: 3-15 - [c1]Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Arnaud Lewandowski, Grégory Bourguin, Mohamed Hamlich:
Towards the Automation of Industrial Data Science: A Meta-learning based Approach. ICEIS (1) 2021: 709-716 - 2020
- [j2]Mohamed Hamlich, Abdelkarim El Khantach, Noureddine Belbounaguia:
Machine learning methods against false data injection in smart grid. Int. J. Reason. based Intell. Syst. 12(1): 51-59 (2020) - [e1]Mohamed Hamlich, Ladjel Bellatreche, Anirban Mondal, Carlos Ordonez:
Smart Applications and Data Analysis - Third International Conference, SADASC 2020, Marrakesh, Morocco, June 25-26, 2020, Proceedings. Communications in Computer and Information Science 1207, Springer 2020, ISBN 978-3-030-45182-0 [contents]
2010 – 2019
- 2013
- [j1]Mohamed Hamlich, Mohammed Ramdani:
Ant Colony Algorithms for Data Learning. Int. J. Appl. Evol. Comput. 4(3): 1-10 (2013)
Coauthor Index
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