Publications

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E. Haj M. Tirari, A. Afia, E., et Faizi, R., « A new optimal quadratic predictor of a residual linear model in a finite population », Journal of Theoretical and Applied Information Technology, vol. 42, p. 70-74, 2012.
K. Souali, A. Afia, E., Faizi, R., et Chiheb, R., « A new recommender system for e-learning environments », in International Conference on Multimedia Computing and Systems -Proceedings, 2011.
S. Bouzbita, A. Afia, E., et Faizi, R., « A novel based Hidden Markov Model approach for controlling the ACS-TSP evaporation parameter », in International Conference on Multimedia Computing and Systems -Proceedings, 2017, p. 633-638.
R. Moumen, Chiheb, R., Zarra, T., Faizi, R., et A. Afia, E., « A novel text-to-speech synthesizer for processing sms in moroccan Arabic », in Proceedings of International Conference on Computers and Industrial Engineering, CIE, 2017.
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S. Bouzbita, A. Afia, E., et Faizi, R., « Parameter adaptation for ant colony system algorithm using hidden markov model for tsp problems », in ACM International Conference Proceeding Series, 2018.
O. Ezzinbi, Sarhani, M., A. Afia, E., et Benadada, Y., « Particle swarm optimization algorithm for solving airline crew scheduling problem », in Proceedings of 2nd IEEE International Conference on Logistics Operations Management, GOL 2014, 2014, p. 52-56.
E. A. Afia et Sarhani, M., « Particle swarm optimization for model selection of aircraft maintenance predictive models », in ACM International Conference Proceeding Series, 2017, vol. Part F129474.
E. A. Afia et Sarhani, M., « Performance prediction using support vector machine for the configuration of optimization algorithms », in Proceedings of 2017 International Conference of Cloud Computing Technologies and Applications, CloudTech 2017, 2018, vol. 2018-January, p. 1-7.
R. Khaldi, Chiheb, R., A. Afia, E., Akaaboune, A., et Faizi, R., « Prediction of supplier performance: A novel DEA-ANFIS based approach », in ACM International Conference Proceeding Series, 2017, vol. Part F129474.
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H. Mezouar et A. Afia, E., « The Retirement Supply Chain Improvement Using L-SCOR », Lecture Notes in Networks and Systems, vol. 489 LNNS, p. 501-514, 2022.
O. Aoun et A. Afia, E., « A robust crew pairing based on multi-agent Markov decision processes », in 2014 2nd World Conference on Complex Systems, WCCS 2014, 2014, p. 762-768.
E. A. Afia et Sarhani, M., « Runtime prediction of optimizers using improved support vector machine », Lecture Notes in Networks and Systems, vol. 49, p. 337-350, 2019.
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M. Lalaoui, A. Afia, E., et Chiheb, R., « A self-adaptive very fast simulated annealing based on Hidden Markov model », in Proceedings of 2017 International Conference of Cloud Computing Technologies and Applications, CloudTech 2017, 2018, vol. 2018-January, p. 1-8.
M. Lalaoui, A. Afia, E., et Chiheb, R., « A self-tuned simulated annealing algorithm using hidden markov model », International Journal of Electrical and Computer Engineering, vol. 8, p. 291-298, 2018.
M. Lalaoui, A. Afia, E., et Chiheb, R., « A self-tuned simulated annealing algorithm using hidden markov model », International Journal of Electrical and Computer Engineering, vol. 8, p. 291-298, 2018.
E. B. Haddaoui, Chiheb, R., Faizi, R., et A. Afia, E., « On the Sensitivity of LSTMs to Hyperparameters and Word Embeddings in the Context of Sentiment Analysis », Lecture Notes in Networks and Systems, vol. 489 LNNS, p. 529-542, 2022.
E. B. Haddaoui, Chiheb, R., Faizi, R., et A. Afia, E., « Sentiment analysis: A review and framework foundations », International Journal of Data Analysis Techniques and Strategies, vol. 13, p. 336-355, 2021.
R. Faizi, A. Afia, E., et Chiheb, R., « Social media: An optimal virtual environment for learning foreign languages », International Journal of Emerging Technologies in Learning, vol. 9, p. 64-66, 2014.
R. Faizi, Chiheb, R., et A. Afia, E., « Students' perceptions towards using Web 2.0 technologies in education », International Journal of Emerging Technologies in Learning, vol. 10, p. 32-36, 2015.
E. A. Afia et Kabbaj, M. M., « Supervised learning in branch-and-cut strategies », in ACM International Conference Proceeding Series, 2017, vol. Part F129474.
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R. Khaldi, Alcaraz-Segura, D., Guirado, E., Benhammou, Y., A. Afia, E., Herrera, F., et Tabik, S., « TimeSpec4LULC: a global multispectral time series database for training LULC mapping models with machine learning », Earth System Science Data, vol. 14, p. 1377-1411, 2022.
H. Mezouar et A. Afia, E., « Toward a Self-adaptive Supply Chains: L-SCOR Implementation Proposal, and Case Studies Methodology Proposal », Lecture Notes in Networks and Systems, vol. 489 LNNS, p. 492-500, 2022.
M. M. Kabbaj et A. Afia, E., « Towards learning integral strategy of branch and bound », in International Conference on Multimedia Computing and Systems -Proceedings, 2017, p. 621-626.
Z. Biallaten, Chiheb, R., et A. Afia, E., « Truss Optimization using the Simulated Annealing Algorithm », in ACM International Conference Proceeding Series, 2020.
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O. Aoun et A. Afia, E., « Using Markov decision processes to solve stochastic gate assignment problem », in Proceedings of 2nd IEEE International Conference on Logistics Operations Management, GOL 2014, 2014, p. 42-47.

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