Lina FAHED

Lina FAHED


Post-doctorant
Dépt. Informatique

Téléphone : 02 29 00 16 07
Télécopie : 02 29 00 12 82
Courriel : lina.fahed@imt-atlantique.fr
IMT Atlantique
Vue aérienne

Biography

I am a Postdoctoral researcher in Computer Science at IMT Atlantique (ex. Telecom Bretagne, a prestigious high graduate engineering school), DECIDE research group (Decision Aid and Knowledge Discovery) of Lab-STICC laboratory in Brest (France). My current research concerns sequences mining with the aim of detecting and predicting future events as early as possible. 

My research interest is mainly related to data mining and machine learning in complex data (voluminous, varied, rapidly generating). I am interested in prediction tasks especially early prediction and detection of events within complex sequences. One of my research contributions is to propose new classification (supervised), patterns and rules mining (non supervised) algorithms. I am also interested in stream mining techniques for emergent events and concept drift detection using large-scale data processing models.

In Oct. 2016, I received my PhD in Computer Science from Lorraine University (Nancy, France), entitled "Prediction and influence of the occurrence of events in a complex sequence" (see PhD manuscriptPhD defense presentation), in LORIA Laboratory (Lorrain Laboratory in computer science, researches and applications) within KIWI research group (Knowledge, Information and Web Intelligence). I was a full Temporary Lecturer and Research Assistant (ATER) at Lorraine University, IUT Charlemagne, for the school year 2015-2016.

In 2012, I received my research Master degree in Computer Science, speciality “Software and Knowledge Engineering” from Strasbourg University (France). During my master studies, I did a research internship in ICUBE laboratory in Strasbourg city, within BFO research group (Theoretical Bioinformatics, Data Mining and Stochastic Optimization). This internship focused on multi-label classification for prediction objectives. The master manuscript is entitled "Data Mining applied on multiple alignments of protein sequences" (see Master manuscript here)

In 2008, I got my diploma in Computer Science Engineering (5 years study) from Tichrine University (Lattakia University, Syria). Speciality: "Software Engineering and Information Systems".

Here are some useful links: 

Technopôle Brest-Iroise - CS 83818 - 29238 Brest Cedex 3 - France
Tél : 33 (0)2 29 00 11 11 - Fax : 33 (0)2 29 00 10 00