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
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
CafeteriaSA corpus: Scientific abstracts annotated across different food semantic resources
A Fine-Tuned Bidirectional Encoder Representations From Transformers for Food Named-Entity Recognition: Algorithm Development and Validation
Conference papers
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SELECTOR: Selecting a Representative Benchmark Suite for Reproducible Statistical Comparison
Identifying minimal set of Exploratory Landscape Analysis features for reliable algorithm performance prediction
Improving Nevergrad’s Algorithm Selection Wizard NGOpt Through Automated Algorithm Configuration
TLA: Topological Landscape Analysis for Single-Objective Continuous Optimization Problem Instances
SAFFRON: tranSfer leArning For Food-Disease RelatiOn extractioN
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
Representation Learning of Landscape Spaces for Explainable Performance of Stochastic Optimization Algorithms
Food Nutrition Security Cloud
ExtraCting and Annotating Food NamEd EnTitiEs fRom ScIentific LiterAture
Applied
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