Projects per year
Personal profile
Biography
Aldeida's research interests are in the area of Automated Software Engineering, which aims at creating machines that write software, from requirements elicitation, to design, code generation, testing, and finally code repair. This involves the application and advancement of novel Artificial Intelligence and optimisation techniques.
- Aldeida Aleti's webpage
Honors and awards
- FIT Dean's Award for Excellence in Research by an early career researcher, Monash University. 2016.
- Best Paper Award, International Conference on Engineering of Complex Computer Systems (CoRE ranked A), for the paper "Fitness Landscape Characterisation for Constrained Software Architecture Optimisation Problems". This is the seminal paper in characterising problem difficulty in Software Engineering. 2015.
- Outstanding Contribution in Reviewing, in recognition of the contributions made to the quality of the Journal of Systems and Software (CoRE A), Elsevier. 2015.
- Invitation to the prestigious Heidelberg Laureate Forum. Only 200 of the best early career researchers in the world (working in Computer Science and Mathematics) are selected to participate in this event, and meet winners of the Turing award and Nevanlinna Prize (the two most prestigious prizes in computer science), and Fields Medal and Abel Prize (in mathematics) for an inspiring week in Heidelberg. 2014.
- Discovery Early Career Researcher Award, 2013
- Dean’s Commendation for Best PhD Thesis. Faculty of Information and Communication Technologies, Swinburne University of Technology. 2012.
- Best paper award nomination, World Congress on Computational Intelligence (CoRE ranked A), for the paper Adaptive Range Parameter Control. 2012.
- ACM SIGBED/SIGSOFT Frank Anger Memorial Award, Awarded by the Executive Committees of SIGBED and SIGSOFT, with support from the US National Science Foundation for significant contributions to the area of Software Engineering. 2011.
- ACM Sigsoft Distinguished Paper Award for the paper
- Architecture-based reliability evaluation under uncertainty, presented at the International Conference on Quality of Software Architectures. 2011.
- Excellence Fund Grant for Postgraduate Studies’ ($36,000), awarded by the Albanian Ministry of Education for exceptional achievements. 2010.
- SIGSOF CAPS Award, Automated Software Engineering Conference (CoRE A). 2009.
- My work in software architecture optimisation was funded by the Commonwealth of Australia, Swinburne University Postgraduate Research Award, and AutoCRC ($147,000). 2009.
Monash teaching commitment
Aldeida has experience as the Chief Examiner for the following units in the Faculty of IT:
- FIT4002 Software Engineering Industry Experience Studio Project
- FIT4012 Advanced topics in computational science
- FIT5136 Software Engineering
Aldeida has experience as the Lecturer for the following units in the Faculty of IT:
- FIT3077 Software Engineering Architecture and Design
- FIT5136 Software Engineering
- FIT1008 Introduction to computer science
- FIT4012 Advanced topics in computational science
Community service
Service to profession
- Co-organiser of the tutorial on "Fitness Landscape Characterisation of Optimisation Problems", Genetic and Evolutionary Computation Conference (CoRE A). 2017.
- Mentor at the VIC ICT for women mentoring program. 2016.
- Special sessions chair at the Australasian Conference on Artificial Life and Computational Intelligence. 2017.
- Workshops chair at the Australasian Software Engineering Conference. 2015.
- Co-founded the Doctoral Symposium at the Australasian Software Engineering Conference. 2013.
- Editor of the special issue on Quality optimisation of software architectures and design specifications published at the Journal of Systems and Software (CoRE A). 2013.
- Assessor of grants at Australian Research Council, since 2015.
Reviewer in the following journals/ conferences:
- IEEE Transaction on Evolutionary Computation (CoRE A*)
- IEEE Transaction on Software Engineering (CoRE A*)
- Automated Software Engineering (CoRE A)
- European Journal of Operational Research (CoRE A)
- Computer Journal (CoRE A)
- Journal Information and Software Technology
- Swarm and Evolutionary Computation
- International Joint Conference on Artificial Intelligence (CoRE A*)
- International Conference on the Quality of Software Architectures (CoRE A)
- Australasian Software Engineering Conference
- International Conference on Computational Science (CoRE A)
- International Conference on Engineering of Complex Computer Systems (CoRE A)
- Asia Pacific Symposium of Intelligent and Evolutionary Systems
- International Conference on Engineering of Complex Computer Systems (CoRE A)
- Symposium on Search-Based Software Engineering (CoRE A)
- International Conference on Software Architecture, Tool Demos (CoRE A)
- Transactions on Internet Technology.
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):
Education/Academic qualification
Software Engineering, Doctor of Philosophy (PhD), Swinburne University of Technology
Award Date: 17 Oct 2012
Computer Engineering, Master of Computer Engineering, Universiteti Politeknik i Tiranës (Polytechnic University of Tirana)
Award Date: 1 Dec 2008
Computer Engineering, Bachelor Honours Degree, Yildiz Technical University
Award Date: 15 Jun 2005
Research area keywords
- Automated software engineering
- Fitness landscape characterisation
- Optimisation
- Search based software engineering
Collaborations and top research areas from the last five years
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RAISE: RAISE: Creating Responsible AI Software Engineering Capability
Tantithamthavorn, K., Grundy, J., Abdelrazek, M. A., Thongtanunam, P., Aleti, A., Nakisa, B., Treude, C., Zahedi, M., Arora, C., Hoda, R., Chen, C., Chen , J., Laing , K., Cooray, M., Bigdeli, A., Uzunov, A. & Fule, P.
1/01/23 → 31/12/27
Project: Research
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Quantum Information Technology: Quantum Information Technology: Industry Readiness & Applications
Steinfeld, R., simmons, M., Modi, K., Garcia De La Banda Garcia, M., Phung, D., Sakzad, A., Cui, S., Tack, G., Esgin, M., Usman, M., Fay, J., Pas, E., Aleti, A., Nakashima, P., Schmidt, D., Ruj, S. & Travaglione, B.
1/01/23 → 31/12/27
Project: Research
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Predicting Hospital Acquired Complications (HACs) using Electronic Medical Records (EMR)
Wijerathna, L., Bain, C., Aleti, A. & Franco, M.
9/09/22 → 9/09/28
Project: Research
-
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AI Biochemist - Software Infrastructure and Algorithm Development Phase 2
1/04/22 → 31/12/23
Project: Research
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A3Test: Assertion-Augmented Automated Test case generation
Alagarsamy, S., Tantithamthavorn, C. & Aleti, A., Dec 2024, In: Information and Software Technology. 176, 15 p., 107565.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
Don't forget to change these functions! recommending co-changed functions in modern code review
Hong, Y., Tantithamthavorn, C., Thongtanunam, P. & Aleti, A., Dec 2024, In: Information and Software Technology. 176, 13 p., 107547.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
Identifying and explaining safety-critical scenarios for autonomous vehicles via key features
Neelofar, N. & Aleti, A., 18 Apr 2024, In: ACM Transactions on Software Engineering and Methodology. 33, 4, 32 p., 94.Research output: Contribution to journal › Article › Research › peer-review
1 Citation (Scopus) -
On the Impact of Lower Recall and Precision in Defect Prediction for Guiding Search-based Software Testing
Perera, A., Turhan, B., Aleti, A. & Böhme, M., 27 Jun 2024, In: ACM Transactions on Software Engineering and Methodology. 33, 6, 27 p., 144.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Citation (Scopus) -
PAFOT: A Position-Based Approach for Finding Optimal Tests of Autonomous Vehicles
Crespo-Rodriguez, V., Neelofar & Aleti, A., 2024, Proceedings - 2024 IEEE/ACM International Conference on Automation of Software Test, AST 2024. Guerriero, A. (ed.). New York NY USA: Association for Computing Machinery (ACM), p. 159-170 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile
Activities
- 4 Committees and working groups
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Course Director, Bachelor of Software Engineering
Aldeida Aleti (Member)
2017 → 2020Activity: External Academic Engagement › Committees and working groups
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Faculty Research Committee - Faculty of Information Technology, Monash University
Aldeida Aleti (Member)
2016 → …Activity: External Academic Engagement › Committees and working groups
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Athena Swan
Aldeida Aleti (Member)
2016 → 2018Activity: External Academic Engagement › Committees and working groups
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Early Career Researcher committee
Aldeida Aleti (Chair/ Co-Chair)
2015 → 2018Activity: External Academic Engagement › Committees and working groups