Gjorgjina Cenikj

About
Activities
Publications
Projects
Gjorgjina Cenikj,
Building A, Floor 1, Room 228a
+386 1 477 3519
gjorgjina.cenikj@ijs.si
About
Activities
Academic
Research
Publications
Journal articles
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Towards understanding the importance of time-series features in automated algorithm performance prediction
From Language Models to Large-scale Food and Biomedical Knowledge Graphs
FooDis: A food-disease relation mining pipeline
Less is more: Selecting the right benchmarking set of data for time series classification
CafeteriaFCD corpus: Food consumption data annotated with regard to different food semantic resources
Conference papers
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Assessing the Generalizability of a Performance Predictive Model
DynamoRep: Trajectory-Based Population Dynamics for Classification of Black-box Optimization Problems
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization
SELECTOR: Selecting a Representative Benchmark Suite for Reproducible Statistical Comparison
Identifying minimal set of Exploratory Landscape Analysis features for reliable algorithm performance prediction
Books & Chapters
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Projects
Research
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Auto-OPT: Automated selection and configuration of single-objective continuous optimization algorithms
Automated Configuration, Selection, and Design of Iterative Optimization Heuristics
Fair Benchmarking for Dynamic Algorithm Configuration
Representation Learning of Landscape Spaces for Explainable Performance of Stochastic Optimization Algorithms
Food Nutrition Security Cloud
Applied
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