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Duaa Baig


PhD student   (access thesis page)

Team(s) DRIM
Institution 
Autre
Location 
Blaise Pascal (INSA)
Email duaa.baig at liris.cnrs.fr
ThesisFrom Knowledge Tracing to Multi-Stakeholder Dropout Prediction: AI Models for Personalizes and Relational Learning Analytics (click to view details)

Publications (IdHAL : duaa-baig)

Publications LIRIS pour Duaa Baig (8)

  • 2026 (4)
    • Conferences (4)
      • International conferences with peer review (4)
        •  Duaa Baig, Diana Nurbakova, Sylvie Calabretto & Baba Mbaye (2026). "An Ensemble Stacking with Perception-aware Meta-learning (ESPM) for Apprenticeship Dropout Prediction in France". International Conference on Educational Data Mining, 3 juillet 2026, Seoul (Korea (South)). doi : 10.5281/zenodo.21039699. HAL : hal-05722106. .
        •  Duaa Baig, Diana Nurbakova, Sylvie Calabretto & Baba Mbaye (2026). "Toward Multi-signal Dropout Prediction in Work-Study Programs: Integrating Behavioral and Attitudinal Signals Through NLP". International Conference on Artificial Intelligence in Education, 3 juillet 2026, Seoul, Republic of Korea (Korea (South)), pp. 229-235. doi : 10.1007/978-3-032-29794-5_35. HAL : hal-05722119.
        •  Duaa Baig, Diana Nurbakova, Sylvie Calabretto & Baba Mbaye (2026). "Who Understands Whom? Mutual Theory of Mind as a Unified Framework for Teacher-Facing AI". Proceedings of ECTEL 2026, 18 septembre 2026, Valencia (Espagne) (Spain), pp. 80-95. doi : 10.1007/978-3-032-37979-5_6. HAL : hal-05800189.
        •  Diana Nurbakova & Duaa Baig (2026). "Mentalising Depth in Teacher Discourse: What AI Classifiers Collapse and What It Predicts". IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2026, Brisbane, Queensland, Australia, December 3-6, 2026, 6 décembre 2026, Brisbane (AU) (Australia). HAL : hal-05800212.
  • 2025 (3)
    • Conferences (3)
      • International conferences with peer review (2)
        •  Baba Mbaye, Diana Nurbakova & Duaa Baig (2025). "A Conversational Tool Based on Knowledge Graph, LLMs and BERT Model for Work-Study Programs in France". Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium, Blue Sky, and WideAIED, 26 juillet 2025, Palermo (Italy). HAL : hal-05154065. .
        •  Duaa Baig, Diana Nurbakova, Sylvie Calabretto & Baba Mbaye (2025). "Enhancing Knowledge Tracing with Large Language Models (LLMs)". Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium, Blue Sky, and WideAIED, 26 juillet 2025, Palermo (Italy). doi : 10.1007/978-3-031-99261-2_41. HAL : hal-05154072. .
      • National conferences with peer review (1)
        •  Baba Mbaye, Diana Nurbakova & Duaa Baig (2025). "Un outil conversationnel basé sur un graphe de connaissances, des LLM et un modèle BERT pour les programmes d'alternance en France". 20e Conférence en Recherche d’Information et Applications (CORIA) 32ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN) 27ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL) Les 18e Rencontres Jeunes Chercheurs en RI (RJCRI), Marseille (France), pp. 133-144. HAL : hal-05329742. .
  • 2024 (1)
    • Conferences (1)
      • International conferences with peer review (1)

Publications hors LIRIS

Publications hors LIRIS pour Duaa Baig (3)

  • 2021 (2)
    • Conferences (2)
      • International conferences with peer review (2)
        •  Duaa Baig, Muhammad U. S. Khan, Darren Dancey, Assad Abbas, Mazhar Ali & Raheel Nawaz (2021). "Malware Detection and Classification along with Trade-off Analysis for Number of Features, Feature Types, and Speed". 2021 International Conference on Frontiers of Information Technology (FIT), 14 décembre 2021, Islamabad (Pakistan), pp. 246-251. doi : 10.1109/FIT53504.2021.00053. HAL : hal-05047398.
        •  Neeli Khan, Duaa Baig, Muhammad Khan, Assad Abbas & Mazhar Ali (2021). "Malware Detection in Android via Neural Network using Entropy Features". 2021 International Conference on Frontiers of Information Technology (FIT), 14 décembre 2021, Islamabad (Pakistan), pp. 240-245. doi : 10.1109/FIT53504.2021.00052. HAL : hal-05047401.
  • 2020 (1)
    • Conferences (1)
      • International conferences with peer review (1)
        •  Mamoona Khan, Duaa Baig, Usman Shahid Khan & Ahmad Karim (2020). "Malware Classification Framework using Convolutional Neural Network". 2020 International Conference on Cyber Warfare and Security (ICCWS), 21 octobre 2020, Islamabad (Pakistan), pp. 1-7. doi : 10.1109/ICCWS48432.2020.9292384. HAL : hal-05047392.