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

Publication

Papers under preparation:

  • Paper under preparation related to my PhD works: “Early detection of emergent associations” (80% done)
  • Paper under preparation related to my postdoc works: “Anomalies detection in Data Logs" (20% done)
  • Future planned paper related to my postdoc works: “Early prediction of future events in data sequences based on association rules under gap-constraint” 

Peer-reviewed international journals

  • Lina Fahed, Armelle Brun, Anne Boyer: DEER: Distant and Essential Episode Rules for early prediction, Expert Systems With Applications Journal (impact factor 3.928), 2018: vol 93, 283-298, [pdf]. 

Peer-reviewer international book chapters 

  • Lina Fahed, Armelle Brun, Anne Boyer: Efficient Discovery of Episode Rules With a Minimal Antecedent and a Distant Consequent, Springer-Verlag Book Chapter: Communications in Computer and Information Science (CCIS), Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K) Revised Selected Papers, 2014, p. 3-18, [pdf]. 

Peer-reviewed international conferneces

  • Lina Fahed, Armelle Brun, Anne Boyer: Influencer events in episode rules: a way to impact the occurrence of events, International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES) (ranking B), 2015, p. 527-536, [pdf].
  • Lina Fahed, Armelle Brun, Anne Boyer: Episode Rules Mining Algorithm for Distant Event Prediction, International Conference in Knowledge Discovery & Information Retrieval (KDIR) (ranking C), 2014, p. 5-13, [pdf]. 

Peer-reviewed national conferences

  • Lina Fahed, Armelle Brun, Anne Boyer: Extraction de règles d’épisodes minimales dans des séquences complexes, Francophone Conference “Extraction et Gestion des Connaissances” (EGC) (ranking C), 2014, p. 545-548, [pdf].
  • Lina Fahed, Gabriel Frey, Julie Dawn Thompson, Nicolas Lachiche : Classification multi-étiquette pour l’alignement multiple de séquences protéiques, Francophone Conference “Extraction et Gestion des Connaissances” (EGC) (ranking C), 2013, p. 431-436, [pdf]. 

Peer-reviewed national workshops

  • Lina Fahed, Armelle Brun, Anne Boyer: Prédiction au plus tôt d’événements par règles d’épisodes. Francophone workshop: Fouille de données Spatiales et Temporelles, Extraction et Gestion des Connaissances (EGC) (ranking C), 2014, p. 27-37, [pdf]. 
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