Personal profile
Biography
I am currently a Lecturer Assistant Professor at the School of Computer Science, at the University of Galway. I have a strong background in Engineering of Efficient and Trustworthy Complext Software Systems. I design and apply novel Artificial Intelligence techniques from Operations Research, Evolutionary Computation/Learning, and Machine Learning, to improve the Performance and Trustworthiness of Autonomous & Adaptive Systems, Distributed Systems, and Embedded Systems. Previously, I held the position of Lecturer/Assistant Professor in the School of Computer Science, at University College Dublin (UCD) and in the School of Computing at Dublin City University (DCU). I have also held the position of Post-doctoral Researcher in the Natural Computing Research & Applications Group at Michael Smurfit Graduate Business School, UCD, under the supervision of Prof. Michael O'Neill. My Post-doctoral position was in close collaboration with Bell Labs, Nokia and aimed at applying Evolutionary Design to optimise Future Networks & Communications such as 5G networks. I obtained both my B.Sc.in Computer Science and my M.Sc.in Computer Science, track: Optimisation In Operations Research in 2013 from the University of Nantes, France.
Research Interests
My research interests arein the optimisation of Complex Software Systems such as Cloud Computing, Smart Cities, Distributed Systems, and Wireless Communication Networks. I design and apply novel Artificial Intelligence techniques from Operations Research, Machine Learning, and Evolutionary ComputationLearning to advance the Engineering and Testing of such systems and enhance their Performance and Trustworthiness.
Education/Academic qualification
PhD
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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SDG 4 Quality Education
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SDG 7 Affordable and Clean Energy
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 11 Sustainable Cities and Communities
Fingerprint
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Collaborations and top research areas from the last five years
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Grammar-obeying program synthesis: A novel approach using large language models and many-objective genetic programming
Tao, N., Ventresque, A., Nallur, V. & Saber, T., Mar 2025, In: Computer Standards and Interfaces. 92, 103938.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
5 Citations (Scopus) -
Evaluating accession decisions in customs unions: a dynamic machine learning approach
Naeher, D., De Lombaerde, P. & Saber, T., Feb 2025, In: International Economics and Economic Policy. 22, 1, 2.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
Open Access1 Citation (Scopus) -
Exploring the Boundaries Between LLM Code Clone Detection and Code Similarity Assessment on Human and AI-Generated Code
Zhang, Z. & Saber, T., Feb 2025, In: Big Data and Cognitive Computing. 9, 2, 41.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
Open Access6 Citations (Scopus) -
Machine Learning Approaches to Code Similarity Measurement: A Systematic Review
Zhang, Z. & Saber, T., 2025, In: IEEE Access.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
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Recognition of Industrial Spare Parts Using an Optimized Convolutional Neural Network Model
Mohan, C., Saber, T. & Nallathambi, P. J., Dec 2024, In: Information (Switzerland). 15, 12, 793.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
Open Access1 Citation (Scopus)
Activities
- 3 Current Postgraduates (Research) Supervised
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Zixian Zhang
Saber, T. (Primary Supervisor)
2024 → …Activity: Other › Current Postgraduates (Research) Supervised
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Damian Wlodarczyk
Saber, T. (Primary Supervisor)
10 Aug 2012 → 2024Activity: Other › Current Postgraduates (Research) Supervised
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Kouider Chadli
Saber, T. (Primary Supervisor)
1 Mar 2010 → 2024Activity: Other › Current Postgraduates (Research) Supervised