Ana Nikolikj

About
Activities
Publications
Projects
Ana Nikolikj,
Building A, Floor 2, Room S6a
+386 1 477 3616
ana.nikolikj@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
Benchmarking Footprints of Continuous Black-Box Optimization Algorithms: Explainable Insights into Algorithm Success and Failure
A Learning Search Algorithm for the Restricted Longest Common Subsequence Problem
Exploring Module Interactions in Modular CMA-ES across Problem Classes  
User-Defined Trade-Offs in LLM Benchmarking: Balancing Accuracy, Scale, and Sustainability
Conference papers
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Tracing the Interactions of Modular CMA-ES Configurations Across Problem Landscapes
Customized Exploration of Landscape Features Driving Multi-Objective Combinatorial Optimization Performance
Quantifying Module Interactions in the PSO-X Framework
Generalization Ability of Feature-based Performance Prediction Models: A Statistical Analysis across Benchmarks
Quantifying Individual and Joint Module Impact in Modular Optimization Frameworks
Books & Chapters
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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
Slovenian AI Factory
Refined estimation of environmental exposure in vulnerable population groups and its biological and health impact
Artificial Intelligence for Science
Applied
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