Publications

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2008
E. A. Afia, Benchakroun, A., Dussault, J. - P., et K. Yassini, E., « Asymptotic analysis of the trajectories of the logarithmic barrier algorithm without constraint qualifications », RAIRO-OPERATIONS RESEARCH, vol. 42, p. 157-198, 2008.
E. A. Afia, Benchakroun, A., Dussault, J. - P., et K. Yassini, E., « Asymptotic analysis of the trajectories of the logarithmic barrier algorithm without constraint qualifications », RAIRO - Operations Research, vol. 42, p. 157-198, 2008.
2011
K. Souali, A. Afia, E., et Faizi, R., « An automatic ethical-based recommender system for e-commerce », in International Conference on Multimedia Computing and Systems -Proceedings, 2011.
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.
R. Chiheb, Faizi, R., et A. Afia, E., « Using objective online testing tools to assess students' learning: Potentials and limitations », Journal of Theoretical and Applied Information Technology, vol. 24, p. 69-72, 2011.
2012
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.
2014
M. Sarhani et A. Afia, E., « An extension of X13-ARIMA-SEATS to forecast islamic holidays effect on logistic activities », in Proceedings of 2nd IEEE International Conference on Logistics Operations Management, GOL 2014, 2014, p. 79-84.
M. Sarhani et A. Afia, E., « Intelligent system based support vector regression for supply chain demand forecasting », in 2014 2nd World Conference on Complex Systems, WCCS 2014, 2014, p. 79-83.
O. Ezzinbi, Sarhani, M., A. Afia, E., et Benadada, Y., « A metaheuristic approach for solving the airline maintenance routing with aircraft on ground problem », in Proceedings of 2nd IEEE International Conference on Logistics Operations Management, GOL 2014, 2014, p. 48-52.
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.
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.
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.
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.
2015
O. Aoun et A. Afia, E., « Application of multi-agent Markov decision processes to gate assignment problem », in Colloquium in Information Science and Technology, CIST, 2015, vol. 2015-January, p. 196-201.
M. Sarhani et A. Afia, E., « Electric load forecasting using hybrid machine learning approach incorporating feature selection », in CEUR Workshop Proceedings, 2015, vol. 1580, p. 1-7.
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.
2016
M. Sarhani et A. Afia, E., « Feature selection and parameter optimization of support vector regression for electric load forecasting », in Proceedings of 2016 International Conference on Electrical and Information Technologies, ICEIT 2016, 2016, p. 288-293.
O. Aoun, Sarhani, M., et A. Afia, E., « Investigation of hidden markov model for the tuning of metaheuristics in airline scheduling problems », IFAC-PapersOnLine, vol. 49, p. 347-352, 2016.
2017
R. Khaldi, A. Afia, E., Chiheb, R., et Faizi, R., « Artificial neural network based approach for blood demand forecasting: Fez transfusion blood center case study », in ACM International Conference Proceeding Series, 2017, vol. Part F129474.
E. A. Afia et Aoun, O., « Data-driven based aircraft maintenance routing by markov decision process model », in ACM International Conference Proceeding Series, 2017, vol. Part F129474.
S. Bouzbita, A. Afia, E., Faizi, R., et Zbakh, M., « Dynamic adaptation of the ACS-TSP local pheromone decay parameter based on the Hidden Markov Model », in Proceedings of 2016 International Conference on Cloud Computing Technologies and Applications, CloudTech 2016, 2017, p. 344-349.
E. A. Afia, Bouzbita, S., et Faizi, R., « The effect of updating the local pheromone on ACS performance using fuzzy logic », International Journal of Electrical and Computer Engineering, vol. 7, p. 2161-2168, 2017.
R. Faizi, S. Fkihi, E., A. Afia, E., et Chiheb, R., « Extracting business value from big data », in Proceedings of the 29th International Business Information Management Association Conference - Education Excellence and Innovation Management through Vision 2020: From Regional Development Sustainability to Global Economic Growth, 2017, p. 997-1002.
M. Lalaoui, A. Afia, E., et Chiheb, R., « Hidden Markov Model for a self-learning of Simulated Annealing cooling law », in International Conference on Multimedia Computing and Systems -Proceedings, 2017, p. 558-563.
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.

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