Gjorgjina Cenikj

About
Activities
Publications
Projects
Gjorgjina Cenikj, Ph.D.
Building A, Floor 2, Room S6a
+386 1 477 3616
gjorgjina.cenikj@ijs.si
About
Activities
Academic
Research
Publications
Journal articles
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A Survey of Features Used for Representing Black-box Single-Objective Continuous Optimization
Large Language Models in Food and Nutrition Science: Opportunities, Challenges, and the Case of FoodyLLM
A Domain-Targeted Question-Answering Dataset for Food and Nutrition Applications
Beyond Landscape Analysis: DynamoRep Features For Capturing Algorithm-Problem Interaction In Single-Objective Continuous Optimization Evolutionary Computation
Landscape Features in Single-Objective Continuous Optimization: Have We Hit a Wall in Algorithm Selection Generalization?
Conference papers
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FoodBench-QA: Overview of the Shared Task on Grounded Food and Nutrition Question Answering
Evaluating Real-World Generalizability of Algorithm Selection Models
ClustOpt: A Clustering-based Approach for Representing and Visualizing the Search Dynamics of Numerical Optimization Algorithms
A cross-benchmark examination of feature-based algorithm selector generalization in single-objective numerical optimization
Comparing Optimization Algorithms Through the Lens of Search Behavior Analysis
Books & Chapters
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Artificial Intelligence in Food, Nutrition, and Health
Neurosymbolic Methods for Food Computing
Explainable Landscape Analysis
Projects
Research
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Leveraging Benchmarking Data for Automated Machine Learning and Optimization
From Big Data to Good Data: Smart-sized Benchmarking for Trustworthy Artificial Intelligence
Developing and Validating a Comprehensive Food Composition Database and a Knowledge Base Aligned with FAIR Principles, Artificial Intelligence Methods, and Large Language Models
Slovenian AI Factory
Refined estimation of environmental exposure in vulnerable population groups and its biological and health impact
Applied
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