Soumia Ziti

17 papers Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
AI-driven molecular modeling and design: from property prediction to drug generation.
J. Comput. Aided Mol. Des.
Outhman Abbassi, Soumia Ziti, Nassim Kharmoum
2026 J jnl
Identification Techniques in the Internet of Things: Survey, Taxonomy and Research Frontier.
IEEE Commun. Surv. Tutorials
Chaimae Saadouni, Saad El Jaouhari, Nouredine Tamani, Soumia Ziti, Lina Mroueh, Karim El Bouchti
2026 J jnl
The Convergence of Blockchain, NFTs, and Deepfake in Mental Health Therapy: A Systematic Literature Review.
IEEE Access
Btissam Acim, Zakaria Izouaouen, Nassim Kharmoum, Soumia Ziti
2025 J jnl
A Decade of Deepfake Research in the Generative AI Era, 2014-2024: A Bibliometric Analysis.
Publ.
Btissam Acim, Mohamed Boukhlif, Hamid Ouhnni, Nassim Kharmoum, Soumia Ziti
2025 J jnl
Comparative Analysis of Learning Style Models for E-Learning: Validating the Felder-Silverman Framework Using Behavioral Data.
Int. J. Interact. Mob. Technol.
Kamal Najem, Yassine Zaoui Seghroucheni, Soumia Ziti
2025 J jnl
Enhancing misinformation detection using long short-term memory (LSTM) and bidirectional LSTM (Bi-LSTM) with word embedding techniques.
Discret. Math. Algorithms Appl.
Imane Ennejjai, Anass Ariss, Jamal Mabrouki, Soumia Ziti
2025 J jnl
Intelligent Decision Support System Based on Heart Failure.
Int. J. Online Biomed. Eng.
Ghlana Amara, Abderrahmane Ez-Zahout, Soumia Ziti
2025 J jnl
The evolution of virtual identity: a systematic review of avatar customization technologies and their behavioral effects in VR environments.
Frontiers Virtual Real.
Hamid Ouhnni, Btissam Acim, Belhiah Meryam, Karim El Bouchti, Yassine Zaoui Seghroucheni, Souad Najoua Lagmiri, Benachir Rigalma, Soumia Ziti
2024 J jnl
IoT-Enabled Smart Greenhouse for Robotic Enhancement of Tomato Production: Leveraging 5G and Edge Computing for Advanced Data-Driven Automation, Precision Irrigation, and Scalable Zoning Principles.
Int. J. Interact. Mob. Technol.
Anass Ariss, Imane Ennejjai, Asmaa Lamjid, Jamal Mabrouki, Nassim Kharmoum, Soumia Ziti
2024 J jnl
Ischemic Stroke Classification Using VGG-16 Convolutional Neural Networks: A Study on Moroccan MRI Scans.
Int. J. Online Biomed. Eng.
Wafae Abbaoui, Sara Retal, Soumia Ziti, Brahim El Bhiri, Hassan Moussif
2024 — conf
SAE-EDA: Sparse AutoEncoder-Based Feature Extraction and Exponential Discriminant Analysis for Robust Face Recognition.
ICSR + AI (3)
Ayyad Maafiri, Yassine Himeur, Khalid Chougdali, Shadi Atalla, Wathiq Mansoor, Soumia Ziti
2024 — conf
Teaching soft skills: adapting teaching approaches to the diversity of learner needs.
ICSLT
Kamal Najem, Yassine Zaoui Seghroucheni, Soumia Ziti
2023 — conf
Agile pedagogy: using scrum and project based learning for enhanced educational experiences.
CiSt
Houda Khabbali, Yassine Zaoui Seghroucheni, Soumia Ziti
2023 J jnl
Interaction Multi-Agent Models' Automatic Alignment with MDA Higher Abstraction Level.
Int. J. Online Biomed. Eng.
Nassim Kharmoum, Sara Retal, Karim El Bouchti, Wajih Rhalem, Soumia Ziti
2022 J jnl
Model for data codification in hierarchical classifications with application to the biodiversity domain.
J. King Saud Univ. Comput. Inf. Sci.
Altaf Alaoui, Dakki Mohamed, Soumia Ziti, Badia Ettaki, Jamal Zerouaoui
2019 J jnl
Algo-Trading Strategy for Intraweek Foreign Exchange Speculation Based on Random Forest and Probit Regression.
Appl. Comput. Intell. Soft Comput.
Younes Chihab, Zineb Bousbaa, Marouane Chihab, Omar Bencharef, Soumia Ziti
2019 J jnl
An Automatic Transformation method from the e3Value Model to UML2 sequence Diagrams: an MDA Approach.
Int. J. Comput.
Nassim Kharmoum, Soumia Ziti, Yassine Rhazali, Fouzia Omary