Home
  • Home
  • About Us
    • About Us
    • Management and Governance
      • Overview
      • Advisory Board
      • Executive Committee
      • Governance Committee
      • Operations Team
    • Lero Stories
    • Diversity
    • Careers
    • Logos and Guidelines
  • Research
    • Introduction
    • Blended Autonomous Vehicles
    • Empower
    • Publications
      • All Publications
      • Technical Reports
      • Public Reports
    • Lero Esports Science Research Lab
    • International Projects
    • Lero Research Activities
    • Parnas Fellowship
  • Meet the Team
    • People Directory
    • Operations Team
    • Executive Committee
  • Industry
    • Overview
    • Our Partners
    • Logitech Case Study
    • Testimonials
  • Impact & Excellence
    • Overview
    • Economic Impact
    • Spinout Companies
  • Education & Public Engagement
    • Overview
    • Education
    • Engaged Research
    • Software for All
  • News & Events
  • Open Science
    • Open Source Programme Office
    • Open Science Charter
    • Open Science Calendar of Events
  • Contact

Search form

Primary tabs

  • View(active tab)
  • Publications

Takfarinas Saber

Academic

You are here

  • Home
Takfarinas Saber's picture
University of Galway

send email

I am a Lecturer/Assistant Professor in the School of Computer Science at University of Galway. I am also a Funded-Investigator in Lero, the Science Foundation Ireland Research Centre for Software.

My area of expertise is in the optimisation of Complex Software Systems such as Cloud Computing, Distributed Systems, and Wireless Communication Networks. I design and apply novel Artificial Intelligence techniques from Operations Research, Machine Learning, and Evolutionary Computation/Learning to advance the Engineering and Testing of such systems and enhance their Performance and Trustworthiness.

Previously, I have held the position of Lecturer/Assistant Professor at both the School of Computer Science, University College Dublin (UCD) and the School of Computing, Dublin City University (DCU). I have also held a Post-doctoral Researcher position at the Natural Computing Research & Applications Group located in Michael Smurfit Graduate Business School, UCD.

I obtained my PhD in Computer Science in 2017 from UCD, Ireland. My PhD topic is Multi-objective Optimisation of Large-Scale Data Centres: I designed multi-objective meta-heuristics to satisfy complex requirements of capital allocators when deploying their software on Data Centres.

I obtained my BSc in Computer Science in 2011 and my MSc in Computer Science, track: Optimisation In Operations Research in 2013 from the University of Nantes, France.

  • Publications
2022
Tao N, Ventresque A, Saber T.  2022.  Multi-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program Synthesis. 2022 IEEE Congress on Evolutionary Computation (CEC).
Turab M, Kumar T, Bendechache M, Saber T.  2022.  Investigating Multi-Feature Selection and Ensembling for Audio Classification.
Tao N, Ventresque A, Saber T.  2022.  Multi-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program Synthesis.
Tao N, Ventresque A, Saber T.  2022.  Assessing Similarity-Based Grammar-Guided Genetic Programming Approaches for Program Synthesis. Optimization and Learning.
Saber T, Bendechache M.  2022.  DiLLeMa: A Framework for Collaborative Multi-Cultural Lecturing Material in International University Colleges.
2021
Saber T, Brevet D, Botterweck G, Ventresque A.  2021.  Reparation in Evolutionary Algorithms for Multi-objective Feature Selection in Large Software Product Lines. SN Computer Science. 2
Doyle J, Saber T, Arcaini P, Ventresque A.  2021.  Improving Mobile User Interface Testing with Model Driven Monkey Search.
De Lombaerde P, Naeher D, Saber T.  2021.  Regional Integration Clusters and Optimum Customs Unions: A Machine-Learning Approach. Journal of Economic Integration. 36:262-281.
Saber T, Bendechache M, Ventresque A.  2021.  Incorporating User Preferences in Multi-objective Feature Selection in Software Product Lines Using Multi-Criteria Decision Analysis. INTERNATIONAL CONFERENCE ON OPTIMIZATION AND LEARNING.
2020
Saber T, Lynch D, Fagan D, Kucera S, Claussen H, O'Neill M.  2020.  Hierarchical Grammar-Guided Genetic Programming Techniques for Scheduling in Heterogeneous Networks. IEEE Congress on Evolutionary Computation .

Pages

  • ‹ previous
  • 1
  • 2
  • 3
  • 4
  • next ›

For further information

To find out more information about Lero or if you are interested in engaging with us.
Contact Us
Quick links
  • Disclaimer
  • Privacy statement
  • Contact us
  • Careers
Stay In Touch
Subscribe to our
newsletter
View our latest
newsletter
Follow us



Contact
Tierney Building
University of Limerick
Ireland
Postcode : V94 NYD3
Tel: +353 61 213028 Fax: +353 61 213036 Email: info@lero.ie
euro
euro
euro

Copyright 2024  Lero