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Mounira Djebri's Projects

aleef icon aleef

Aleef est un outil d'annotation de textes en langue Arabe, il permet une annotation facile est rapide des entités nommées au travers d’une interface intuitive.

click-through-rate icon click-through-rate

Predict whether a mobile ad will be clicked. In online advertising, click-through rate (CTR) is a very important metric for evaluating ad performance.

compilator icon compilator

realization of a mini-language compiler, performing the different phases of the compilation: lexical, syntactic, semantic, generations of intermediate code and object code generation.

detect-language icon detect-language

Detects language of given text. Returns detected language codes and scores.

findr icon findr

Ne cherchez plus vos fichiers, trouvez-les ! Findr s'occupe d'organiser vos fichiers de façon automatique, il simplifie la recherche de vos fichiers grâce à un système de classement intelligent.

notable icon notable

Notable est un agrégateur d’articles. L’application permet à l’utilisateur de sélectionner les flux qui l’intéressent des sources d’information de son choix (ex :BBC, Al Jazeera...), et de confectionner ainsi son propre magazine tout en garantissant une totale neutralité des informations auxquels il a accès. L’application indique la subjectivité/objectivité d’un article et permet de classifier un article de presses selon si c’est une infox (fake news) se basant sur l’objectivité de son utilisateur.

personality-prediction icon personality-prediction

Prediction of personality traits based on user behavior on social media platforms in the Algerian context. With my partner we were the first to apply Adversarial Learning Methods in Arab texts and our method has made possible to go beyond the state of the art. Concepts covered: Machine Learning, Natural Language Processing, Word Embedding, Metaheuristic, Web Scraping, Profiling, Big Five personality traits.

ritaglio icon ritaglio

Ritaglio is an Information retrieval tools

sorter icon sorter

categorization of configuration file in Linux using SVM.

swarm-sat icon swarm-sat

Applying Meta-Heuristics and Evolutionary methods ( Genetic Algorithm, Particle Swarm Optimization ) on MAX-3-SAT problem.

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