From sensors to knowledge: Communicate and decide- Directory
- FAHED Lina
FAHED Lina
Faculty - IMT Atlantique
Team :
DECIDE
Position : Associate professor
Phone : 02 29 00 10 13
Address :
BREST
Keywords : Data Science, Data Mining, eXplainable Artificial Intelligence (XAI), Temporal Modeling, Anomaly Detection.
I am associate professor in Computer Science at IMT Atlantique (ex. Telecom Bretagne, a high graduate engineering school), DECIDE research team (Decision Aid and Knowledge Discovery) of Lab-STICC laboratory, UMR CNRS 6285, in Brest (France).
My research interest is mainly related to Data Science:
- Data mining in complex: voluminous, varied and rapidly generated
- Rules and pattern mining
- eXplainable Artificial Intelligence (XAI)
- Bias detection
- Time series
- Event sequences
- Anomalies detection
...
Teaching activities:
- Co-responsibility of the section/speciality "data science" at IMT-Atlantique
- Courses: supervised machine learning, reinforcement learning, feature selection, handling missing data, explainable artificial intelligence (XAI), pattern mining, data science toolkit, ...
- Teaching methods: lectures, project-based, flipped courses, challenge-based, tutorials, ...