ProfessorJoachim Gudmundsson
Professor of Algorithms
Faculty of Engineering
- Professor of AlgorithmsFaculty of Engineering
RESEARCH INTERESTs
Professor Joachim Gudmundsson's research focuses on developing effective algorithms and data structures for geometric data. In particular, he analyses movement - of people, of animals, of traffic - of anything for which we want to know more about movement patterns.
"Early analysis of movement data was done manually - and it still is, to a large extent - but the recent explosion in the amount of tracking available data requires novel analytical tools to further enhance the information that can be extracted. Algorithms can be applied to many different applications to support the work of experts in particular areas.
"For example, I am currently working with ecologists in Israel, using algorithms to detect bird migration patterns. In this way we can better understand the birds' movements, and provide tools to improve the management of endangered species.
"I've also been working with sports analysts in France. Cameras record football player's movements during games, then we analyse the data, calculate all possible passes, identify each player's movements and map out alternative options if they are available. This information can then be used to find out each player's weak and strong points, to improve training exercises and to develop set pieces.
"My research basically involves working out a step-by-step description of how to solve problems. I really liked solving puzzles when I was a kid, and in my current work I'm just trying to solve bigger and more complicated problems. It's incredibly exciting to solve a problem that no one else has been able to solve - I get a genuine buzz from it.
"I've been working in this area for 15 years. I received a Future Fellowship from the Australian research Council three years ago, which has allowed me to continue develop my research."
FUNDED RESEARCH
- GRANTAdvancing Biomarkers and Outcomes for Chemotherapy-Induced NeuropathyDutch Research Council (NWO Utrecht)1 Jun 2025People funded by this grant:
- Gudmundsson J
- GRANTAlgorithms for Future-Proof NetworksAustralian Research Council (ARC)1 Aug 2024 - 31 Jul 2027People funded by this grant:
- van Renssen A,
- Umboh S,
- Berg MD,
- Gudmundsson J
- GRANTSOAR FellowshipDVC Research1 Jan 2019People funded by this grant:
- Gudmundsson J
- GRANTDevising tools for big data sets to support computational movement analysisAustralian Research Council (ARC)4 Jun 2018 - 3 Jun 2024People funded by this grant:
- Gudmundsson J
- GRANTMultimodal Neural Embeddings for Detecting Counterfeit AppsGoogle LLC1 May 2018People funded by this grant:
- Gudmundsson J,
- Thilakarathna K,
- Seneviratne S
- GRANTLocal reoptimization for turbocharging heuristicsAustralian Research Council (ARC)1 Jun 2015 - 31 May 2019People funded by this grant:
- Gaspers S,
- Mestre J,
- Fellows M,
- Gudmundsson J,
- Fomin F
- GRANTAlgorithms and data structures to support automated analysis of trajectory dataAustralian Research Council (ARC)21 Apr 2011 - 20 Apr 2016People funded by this grant:
- Gudmundsson J,
- Gudmundsson J