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F. Howar

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Open access Aug 2026

SLλ\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${SL}^{\lambda }$$\end{document}: A Scalable Algorithm for Register

Existing active automata learning (AAL) algorithms have demonstrated their potential in capturing the behavior of complex systems (e.g., in analyzing network protocol implementations). The most widely used AAL algorithms generate finite state machine models, such as Mealy machines or deterministic finite automata. For...

Simon Dierl, P. Fiterău-Broştean, F. Howar et al. · 0 citations
Book Open access Aug 2026

Exploring LLM-generated hints for students’ Error Recovery in programming

This paper explores how students in Higher Education use LLMs for programming and how learning environments should scaffold such support. We conducted a repeated-measures exploratory field study in two programming courses, a Bachelor’s and a Master’s level course, using a JupyterLab environment with LLM support. Studen...

Bibeg Limbu, Kaimao Sheng, Mona Münstermann et al. · 0 citations

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