Publications

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Filters: Auteur is Faizi, R.  [Clear All Filters]
2022
Y. Lahlou, Fkihi, S. E., et Faizi, R., « Automatic Detection of Fake News on Twitter by Using a New Feature: User Credibility », Lecture Notes in Networks and Systems, vol. 489 LNNS, p. 568-580, 2022.
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.
R. Faizi et S. Fkihi, E., « A Sentiment Analysis Based Approach for Exploring Student Feedback », Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13449 LNCS, p. 52-59, 2022.
R. Faizi, « A Sentiment-Based Approach to Predict Learners’ Perceptions Towards YouTube Educational Videos », Lecture Notes in Networks and Systems, vol. 419 LNNS, p. 549-556, 2022.
2021
R. Faizi et Rudneva, M., « Higher Education Students’ Perceptions Towards Using Facebook as a Learning Platform », Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13117 LNCS, p. 548-554, 2021.
E. A. Afia, Faizi, R., et García, S., « Introduction », International Journal of Data Analysis Techniques and Strategies, vol. 13, p. 1-2, 2021.
S. Bouzbita, Afia, A. E., et Faizi, R., « A New Hidden Markov Model Approach for Pheromone Level Exponent Adaptation in Ant Colony System », Studies in Computational Intelligence, vol. 906, p. 253-267, 2021.
R. Moumen, Chiheb, R., et Faizi, R., « Real-time Arabic scene text detection using fully convolutional neural networks », International Journal of Electrical and Computer Engineering, vol. 11, p. 1634-1640, 2021.
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.
2020
S. Bouzbita, A. Afia, E., et Faizi, R., « The behaviour of ACS-TSP algorithm when adapting both pheromone parameters using fuzzy logic controller », International Journal of Electrical and Computer Engineering, vol. 10, p. 5436-5444, 2020.
A. Mohamed, Sanaa, E. F., et Faizi, R., « Detecting text in license plates using a novel MSER-based method », International Journal of Data Analysis Techniques and Strategies, vol. 12, p. 335-348, 2020.
N. Boudad, Ezzahid, S., Faizi, R., et Thami, R. O. H., « Exploring the Use of Word Embedding and Deep Learning in Arabic Sentiment Analysis », Advances in Intelligent Systems and Computing, vol. 1105 AISC, p. 243-253, 2020.
2019
S. Bouzbita, A. Afia, E., et Faizi, R., « Hidden Markov Model classifier for the adaptive ACS-TSP pheromone parameters », Studies in Computational Intelligence, vol. 774, p. 153-169, 2019.
2018
R. Moumen, Chiheb, R., Afia, A. E., et Faizi, R., « Arabic diacritization with gated recurrent unit », in ACM International Conference Proceeding Series, 2018.
B. Hdioud, M. Tirari, E. Haj, R. Thami, O. Haj, et Faizi, R., « Detecting and shadows in the HSV color space using dynamic thresholds », Bulletin of Electrical Engineering and Informatics, vol. 7, p. 70-79, 2018.
R. Moumen, Chiheb, R., Faizi, R., et A. Afia, E., « Evaluation of gated recurrent unit in Arabic diacritization », International Journal of Advanced Computer Science and Applications, vol. 9, p. 360-364, 2018.
R. Faizi, Fkihi, S. E., et Afia, A. E., « Exploring the potentials of big data analytics in marketing », in Proceedings of the 31st International Business Information Management Association Conference, IBIMA 2018: Innovation Management and Education Excellence through Vision 2020, 2018, p. 2109-2114.
M. Sarhani, A. Afia, E., et Faizi, R., « Facing the feature selection problem with a binary PSO-GSA approach », Operations Research/ Computer Science Interfaces Series, vol. 62, p. 447-462, 2018.
M. Sarhani, A. Afia, E., et Faizi, R., « Facing the feature selection problem with a binary PSO-GSA approach », Operations Research/ Computer Science Interfaces Series, vol. 62, p. 447-462, 2018.
R. Khaldi, Afia, A. E., Chiheb, R., et Faizi, R., « Forecasting of bitcoin daily returns with eemd-elman based model », in ACM International Conference Proceeding Series, 2018.
S. E. Fkihi et Faizi, R., « How big data is reshaping the e-commerce industry », in Proceedings of the 31st International Business Information Management Association Conference, IBIMA 2018: Innovation Management and Education Excellence through Vision 2020, 2018, p. 2184-2189.
T. Zarra, Chiheb, R., Faizi, R., et Afia, A. E., « MOOCs' recommendation based on forum latent dirichlet allocation », in ACM International Conference Proceeding Series, 2018, p. 88-93.
R. Faizi, « Moroccan higher education students' and teachers' perceptions towards using Web 2.0 technologies in language learning and teaching », Knowledge Management and E-Learning, vol. 10, p. 86-96, 2018.
R. Moumen, Chiheb, R., Faizi, R., et Afia, A. E., « An NLP based text-to-speech synthesizer for Moroccan Arabic », in Proceedings of 2017 International Conference of Cloud Computing Technologies and Applications, CloudTech 2017, 2018, vol. 2018-January, p. 1-5.
M. Admi, Fkihi, S. E., et Faizi, R., « A novel mser based method for detecting text in license plates », in ACM International Conference Proceeding Series, 2018.

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