Publications

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Filters: Auteur is Benbrahim, H.  [Clear All Filters]
2022
H. Talei, Benhaddou, D., Gamarra, C., Benbrahim, H., et Essaaidi, M., « Correction: Talei et al. Smart Building Energy Inefficiencies Detection through Time Series Analysis and Unsupervised Machine Learning. Energies 2021, 14, 6042 », Energies, vol. 15, 2022.
B. Adil, Lhazmir, S., Ghogho, M., et Benbrahim, H., « COVID-19-Related Scientific Literature Exploration: Short Survey and Comparative Study », Biology, vol. 11, 2022.
K. Echihabi, Fatourou, P., Zoumpatianos, K., Palpanas, T., et Benbrahim, H., « Hercules Against Data Series Similarity Search », Proceedings of the VLDB Endowment, vol. 15, p. 2005-2018, 2022.
H. Hammouchi, Nejjari, N., Mezzour, G., Ghogho, M., et Benbrahim, H., « STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk », IEEE Transactions on Dependable and Secure Computing, 2022.
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.
E. M. Akrouchi, Benbrahim, H., et Kassou, I., « Review on adopting concept extraction in weak signals detection in competitive intelligence », in ACM International Conference Proceeding Series, 2021.
H. Talei, Benhaddou, D., Gamarra, C., Benbrahim, H., et Essaaidi, M., « Smart building energy inefficiencies detection through time series analysis and unsupervised machine learning », Energies, vol. 14, 2021.
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.
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.
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.
2015
K. Amarouche, Benbrahim, H., et Kassou, I., « Product Opinion Mining for Competitive Intelligence », in Procedia Computer Science, 2015, vol. 73, p. 358-365.
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.
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.

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