Publications

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Filters: Auteur is Benbrahim, H.  [Clear All Filters]
2011
H. Benbrahim, « Fuzzy Semi-supervised support vector machines », Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6871 LNAI, p. 127-139, 2011.
2012
A. Mountassir, Benbrahim, H., et Berrada, I., « Addressing the problem of unbalanced data sets in sentiment analysis », in KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, 2012, p. 306-311.
A. Mountassir, Benbrahim, H., et Berrada, I., « A cross-study of sentiment classification on arabic corpora », in Res. and Dev. in Intelligent Syst. XXIX: Incorporating Applications and Innovations in Intel. Sys. XX - AI 2012, 32nd SGAI Int. Conf. on Innovative Techniques and Applications of Artificial Intel., 2012, p. 259-272.
A. Mountassir, Benbrahim, H., et Berrada, I., « An empirical study to address the problem of unbalanced data sets in sentiment classification », in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, 2012, p. 3298-3303.
A. Mountassir, Benbrahim, H., et Berrada, I., « Some methods to address the problem of unbalanced sentiment classification in an arabic context », in CiSt 2012 - Proceedings: 2012 Colloquium in Information Science and Technology, 2012, p. 43-48.
2013
A. Mountassir, Benbrahim, H., et Berrada, I., « Representing text documents in training document spaces: A novel model for document representation », Journal of Theoretical and Applied Information Technology, vol. 56, p. 30-39, 2013.
A. Mountassir, Benbrahim, H., et Berrada, I., « Sentiment classification on arabic corpora: A preliminary cross-study », Document Numerique, vol. 16, p. 73-96, 2013.
F. Z. Lahlou, Mountassir, A., Benbrahim, H., et Kassou, I., « A Text Classification based method for context extraction from online reviews », in 2013 8th International Conference on Intelligent Systems: Theories and Applications, SITA 2013, 2013.
2014
A. Mountassir, Benbrahim, H., et Berrada, I., « The nearest centroid based on vector norms: A new classification algorithm for a new document representation model », Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 8556 LNAI, p. 442-456, 2014.
2015
K. Amarouche, Benbrahim, H., et Kassou, I., « Product Opinion Mining for Competitive Intelligence », in Procedia Computer Science, 2015, vol. 73, p. 358-365.
2016
F. Z. Lahlou, Benbrahim, H., et Kassou, I., « Improving recommendations using context from users' reviews », in Proceedings of the 27th International Business Information Management Association Conference - Innovation Management and Education Excellence Vision 2020: From Regional Development Sustainability to Global Economic Growth, IBIMA 2016, 2016, p. 3312-3315.
K. Amarouche, M. Akrouchi, E., Benbrahim, H., et Kassou, I., « Introduction to competitive intelligence: Process, applications and tools », in Proceedings of the 27th International Business Information Management Association Conference - Innovation Management and Education Excellence Vision 2020: From Regional Development Sustainability to Global Economic Growth, IBIMA 2016, 2016, p. 2876-2885.
A. Mountassir, Benbrahim, H., et Berrada, I., « New under-sampling methods to address the problem of unbalanced sentiment classification: Application on Arabic datasets », International Journal of Information and Communication Technology, vol. 9, p. 64-77, 2016.
2018
H. Rezzouqi, Gryech, I., Sbihi, N., Ghogho, M., et Benbrahim, H., « Analyzing the accuracy of historical average for urban traffic forecasting using google maps », Advances in Intelligent Systems and Computing, vol. 868, p. 1145-1156, 2018.
Y. Fenjiro et Benbrahim, H., « Deep reinforcement learning overview of the state of the art », Journal of Automation, Mobile Robotics and Intelligent Systems, vol. 12, p. 20-39, 2018.
K. Echihabi, Zoumpatianos, K., Palpanas, T., et Benbrahim, H., « The lernaean hydra of data series similarity search: An experimental evaluation of the state of the art », in Proceedings of the VLDB Endowment, 2018, vol. 12, p. 112-127.
F. Z. Lahlou, Benbrahim, H., et Kassou, I., « Textual context aware factorization machines: Improving recommendation by leveraging users' reviews », in ACM International Conference Proceeding Series, 2018, p. 64-69.
2020
E. M. Akrouchi, Benbrahim, H., et Kassou, I., « Monitoring Early Warning Signs Evolution through Time », in ACM International Conference Proceeding Series, 2020.
K. Echihabi, Zoumpatianos, K., Palpanas, T., et Benbrahim, H., « Return of the lernaean hydra: Experimental evaluation of data series approximate similarity search », Proceedings of the VLDB Endowment, vol. 13, p. 402-419, 2020.
2021
N. Nejjari, Lahlou, S., Fadi, O., Zkik, K., Oudani, M., et Benbrahim, H., « Conflict spectrum: An empirical study of geopolitical cyber threats from a social network perspective », in 2021 8th International Conference on Social Network Analysis, Management and Security, SNAMS 2021, 2021.
A. Houmz, Mezzour, G., Zkik, K., Ghogho, M., et Benbrahim, H., « Detecting the impact of software vulnerability on attacks: A case study of network telescope scans », Journal of Network and Computer Applications, vol. 195, 2021.
E. M. Akrouchi, Benbrahim, H., et Kassou, I., « End-to-end LDA-based automatic weak signal detection in web news », Knowledge-Based Systems, vol. 212, 2021.
O. Cherqi, Hammouchi, H., Ghogho, M., et Benbrahim, H., « Leveraging Open Threat Exchange (OTX) to Understand Spatiooral Trends of Cyber Threats: Covid-19 Case Study », in Proceedings - 2021 IEEE International Conference on Intelligence and Security Informatics, ISI 2021, 2021.
F. Walid, S. Fkihi, E., Benbrahim, H., et Tagemouati, H., « Modeling and optimization of anaerobic digestion: A review », in E3S Web of Conferences, 2021, vol. 229.
W. Abou-zbiba, H. Gadi, E., H. Bakkali, E., Benbrahim, H., et Benhaddou, D., « A Novel Mobile CrowdSensing Architecture for Road Safety », Lecture Notes in Networks and Systems, vol. 183, p. 311-324, 2021.

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