Bassma GUERMAH

Bassma GUERMAH


image

Mme.Bassma Guermah

Assistant Professor

Email : bassma.guermah@uir.ac.ma

LinkedIn : Bassma Guermah

Research Gate Bassma Guermah

ORCID Bassma Guermah

Bassma Guermah, is a Research Professor at UIR and a member of TICLab. She holds a Bachelor's degree in Software Engineering from the National Institute of Statistics and Applied Economics (INSEA). She earned her PhD in Computer Science and Telecommunications from the National Institute of Posts and Telecommunications (INPT) in 2018. Her research activities focus on Machine Learning and Deep Learning (Artificial Intelligence), Knowledge Graphs, Signal Processing, Image Processing, Semantic Web, and Context-Aware Systems. She has worked as an IT consultant, involved in developing IT solutions from functional and technical design phases to system implementation.

  1. 2015-2018: PhD in Computer Science and Telecommunications from the National Institute of Posts and Telecommunications (INPT): GNSS Multipath Processing with New Approaches Based On Statistical Modeling and Machine Learning.
  2. 2011-2014: State Engineer's Degree from the National Institute of Statistics and Applied Economics (INSEA), Major: Computer Science (Promotion Top Student).
  3. 2009-2011: Preparatory Classes for Engineering Schools (PCSI/PSI) at CPGE Tanger.
  4. 2008-2009: Bachelor of Science in Mathematics A.
Research activities focus on Machine Learning and deep learning (artificial intelligence), knowledge graphs, signal processing, image processing, semantic web, and context-aware systems.
  1. S. Berkani, I. Gryech, M. Ghogho, B. Guermah and A. Kobbane, "Data Driven Forecasting Models for Urban Air Pollution: MoreAir Case Study," in IEEE Access, doi: 10.1109/ACCESS.2023.3331565. (2023) (Q1)
  2. Mokssit, S., Licea, D. B., Guermah, B., & Ghogho, M. (2023). Deep Learning Techniques for Visual SLAM: A Survey. IEEE Access, 11, 20026-20050 (Q1)
  3. Berkani, S., Guermah, B., Zakroum, M., & Ghogho, M. (2023). Spatio-Temporal Forecasting: a Survey of Data-Driven Models using Exogenous Data. IEEE Access. (Q1)
  4. Bassma Guermah, Abdelkader El Alaoui , Mohamed Bouamama.” Deep learning for forecasting returns and volatility: Case of futures versus spot indices in the Malaysian market”. International Conference Sustainable Business Practices in a VUCA WorldICSBP2022, June 23-24, 2022, Rabat, Morocco.
  5.  Doha Zaim, Meriem Dairi, Bassma Guermah, Abdelkader El Alaoui. “A review of firm’s bankruptcy prediction from 1968 to 2022 “.International Conference Sustainable Business Practices in a VUCA World-ICSBP2022, June 23-24, 2022, Rabat, Morocco
  6. Hatim Guermah, Bassma Guermah, Tarik Fissaa, Hatim Hafiddi, Mahmoud Nassar: Dealing With Context Awareness for Service-Oriented Systems: An Ontology-Based Approach. Int. J. Serv. Sci. Manag. Eng. Technol. 12(4): 110-131 (2021)
  7. Ghanem, A., Asaad, C., Hafidi, H., Moukafih, Y., Guermah, B., Sbihi, N., ... & Baina, K. (2021). Real-Time Infoveillance of Moroccan Social Media Users’ Sentiments towards the COVID-19 Pandemic and Its Management. International Journal of Environmental Research and Public Health, 18(22), 12172 (Q1)
  8. Ihsane Gryech, Yassine Ben-Aboud, Bassma Guermah, Nada Sbihi, Mounir Ghogho, Abdellatif Kobbane: MoreAir: A Low-Cost Urban Air Pollution Monitoring System. Sensors 20(4): 998 (2020) (Q1)
  9. Hatim Guermah, Tarik Fissaa, Bassma Guermah, Hatim Hafiddi, Mahmoud Nassar, Abdelaziz Kriouile: How can reasoning improve ontology-based context-aware system? Int. J. Adv. Intell. Paradigms 15(3): 300-316 (2020) (Q1)
  • Algorithmics and Programming II (2nd year preparatory class)
  • Foundations of Computer Science (1st year preparatory class)
  • Integrated Projects (ING3 and ING4 Computer Science)
  • Professionalization II (ING5 Computer Science)
  • Algorithmics, Principles and Fundamentals (ING3)