by Anja Glusic | Apr 15, 2025 | News
Tanja Dergan successfully defended her doctorate thesis titled Celostna ocena trajnosti agroživilske verige z metodo DEX. Congratulations! Abstract: The doctoral dissertation focuses on the development of a robust methodology for the comprehensive sustainability...
by Anja Glusic | Mar 29, 2025 | News
On March 29th Blaž Škrlj received the Jožef Stefan Golden Emblem Prize for the impact of his doctoral thesis Efficient Neuro-Symbolic Machine Learning. In his work, he discussed new artificial intelligence methods that, by combining neural and symbolic machine...
by Anja Glusic | Mar 27, 2025 | Department in the media
Sašo Džeroski was interviewed about artificial intelligence by Nedeljski dnenvik on March 27. Artificial intelligence is one of the most current and often controversial concepts today. Professor Sašo Džeroski, head of the Knowledge Technologies Department at the Jožef...
by Anja Glusic | Mar 25, 2025 | News
On the second day of the 33rd JSI Days, Sašo Džeroski presented one of the gravity projects, Artificial Intelligence for Science (AI4Sci). Abstract: The AI4Sci project develops advanced artificial intelligence methods and demonstrates their applicability in various...
by Anja Glusic | Mar 18, 2025 | News
Ana Kostovska successfully defended her doctorate thesis titled Representing and Exploiting Benchmarking Data for Optimisation and Learning. Congratulations! Abstract: The rapid advancements in Machine Learning (ML) and Black-Box Optimization (BBO) have led to an...
by Anja Glusic | Mar 7, 2025 | AI@JSI Seminar Upcoming
Uniformly distributed point sets of low discrepancy are heavily used in experimental design and across a very wide range of applications such as numerical integration, computer graphics, and finance. Recent methods based on Graph Neural Networks [Rusch et al., PNAS...
by Anja Glusic | Feb 12, 2025 | Department in the media
On 11th February 2025, three members of our department were on the show Odmevi. There, they presented the work of our department, mainly in the field of artificial intelligence. Marko Debeljak presented a system that deals with solving the challenges of modern...
by Anja Glusic | Jan 14, 2025 | AI@JSI Seminar
Panoptic segmentation provides a comprehensive understanding of visual scenes by assigning each pixel a semantic class label and, for objects, an instance ID. While highly effective, traditional methods rely heavily on large-scale annotated datasets, posing...
by Anja Glusic | Dec 2, 2024 | AI@JSI Seminar
Automated machine learning has been successful in supporting data scientists in selecting appropriate machine learning architectures, as well as optimizing hyperparameters. By doing so, data scientists can focus their attention on more important tasks. Partially...
by Anja Glusic | Nov 19, 2024 | AI@JSI Seminar
Metaheuristics, such as evolutionary algorithms, ant colony optimization, and particle swarm optimization, are among the most successful techniques for solving complex optimization problems. Historically, the design of metaheuristic algorithms has been a manual...
