Amela Fejza

I am a postdoctoral researcher in the Database group of the LIRIS-CNRS research laboratory at Université Claude Bernard Lyon 1, where I am working with Professor Angela Bonifati and Professor Rachid Echahed.

My research interests focus on query optimization and graph databases. I am currently working on property graph transformations under PG-schema constraints.

I obtained a PhD from Université Grenoble Alpes, where I was supervised by Pierre Genevès in the Tyrex team at Centre Inria de l'Université Grenoble Alpes.


Education

Université Grenoble Alpes, France

Ph.D in Computer Science
Thesis Topic: "On the optimization of recursive plan enumeration with an application to property graph queries"
October 2018 - January 2023

Grenoble INP/Université Grenoble Alpes, France

MSc. in Computer Science, specialization Data Science
2016-2018

University of Tirana, Albania

BSc. in Computer Science
2013-2016

Experience

Postdoctoral researcher

LIRIS/Université Lyon 1

Currently, I am a postdoctoral researcher in the Database group of LIRIS-CNRS research laboratory at Université Claude Bernard Lyon 1.

January 2024 - present

Postdoctoral researcher

Université Grenoble Alpes/Inria

I was a postdoctoral researcher in Tyrex team at Inria Grenoble Rhône-Alpes. My research focused on recursive query optimization and graph databases.

January 2023 - September 2023

Research engineer

Université Grenoble Alpes/Inria

I worked as a research engineer in Tyrex team at Inria Grenoble Rhône-Alpes.

September 2022 - January 2023

Teaching experience

IUT2 Grenoble, France

I had a temporary teaching and research position (ATER) at IUT2 Grenoble in the departments of Informatics and Information-Communication.

September 2021 - August 2022

Research Intern

Inria Grenoble - Rhône-Alpes, France

During this internship we worked on developing a distributed supervised machine learning system for predicting clinical outcomes based on EHR (Electronic Health Records) data. The work was focused on making interpretable models, based on the analysis of drugs served during the hospital stay.

February 2018 - July 2018

Research Intern

LIG (Laboratoire d'Informatique de Grenoble), France

During this internship we worked on The GazePlay Project: Open and Free Eye-Trackers Games for People with Multiple Disabilities. We were focused on game design and development using eye-trackers. The goal was the analysis of how gaze can develop and enhance the augmentative and alternative communication.

February 2017 - July 2017

Publications and preprints

  • Efficient Enumeration of Recursive Plans in Transformation-based Query Optimizers. [HAL, PDF, Abstract]

    Amela Fejza, Pierre Genevès, Nabil Layaïda
    VLDB 2024 - 50th International Conference on Very Large Databases (to appear)

  • A Fast Plan Enumerator for Recursive Queries. [HAL, PDF, Abstract]

    Amela Fejza, Pierre Genevès, Nabil Layaïda
    ICDE 2024 - 40th IEEE International Conference on Data Engineering, May 2024, Utrecht, Netherlands.

  • The Mu-RA System for Recursive Path Queries over Graphs. [HAL, PDF, Abstract]

    Amela Fejza, Pierre Genevès, Nabil Layaïda, Sarah Chlyah
    CIKM 2023 - ACM International Conference on Information and Knowledge Management, October 2023, Birmingham, United Kingdom. 5041-5045

  • Towards Explainable Predictive Models for Electronic Health Records. [HAL, PDF, Abstract]

    Amela Fejza, Pierre Genevès, Nabil Layaïda, Jean-Luc Bosson
    preprint

  • Scalable and Interpretable Predictive Models for Electronic Health Records. [HAL, PDF, Abstract]

    Amela Fejza, Pierre Genevès, Nabil Layaïda, Jean-Luc Bosson
    DSAA 2018 - IEEE International Conference on Data Science and Advanced Analytics, October 2018, Turin, Italy. 341-350

  • The GazePlay Project: Open and Free Eye-Trackers Games and a Community for People with Multiple Disabilities. [HAL, PDF, Abstract]

    Didier Schwab, Amela Fejza, Loïc Vial, Yann Robert
    ICCHP 2018 - International Conference on Computers Helping People with Special Needs, July 2018, Linz, Austria. 254-261