Balkis Dirahoui's Projects
This project is an experimental platform comparing analogical ways to different maching learning algorithms on different problems,Project made at Sorbonne Université for my first Msc year
A Description Logic Demonstrator done in LRC ( Logique et Représentations des Connaissances)
This project represents a Hybrid recommender system based on DL and sentiment analysis for my bachelor's final year In USTHB
Project of re creating results of article https://dac.lip6.fr/wp-content/uploads/2022/03/projet-rital-22.pdf
Experimenting on text classification after pre-processing ( Stemming, punctuation,stop words, vectorizer, etc) on unbalanced data problem on dicsourse of French Presidents Chirac-Mitterand
From scratch implementation of classic ML algorithms (Logistic Regression) and other basics : auto-encoders, convolutional neural network(Conv1D,Conv2D).
Algorithms for Pattern recognition for my second MSc year
Some projects done in the context of TPs done in USTHB in the ISIL module WebDev.
Algorithms for eXplainable AI (LIME,SHAP,Counter-factuals, fuzzy logic...)