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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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
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
Generalization Ability of Feature-based Performance Prediction Models: A Statistical Analysis across Benchmarks
Quantifying Individual and Joint Module Impact in Modular Optimization Frameworks
Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization
Books & Chapters
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Explainable Landscape Analysis
Projects
Research
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Leveraging Benchmarking Data for Automated Machine Learning and Optimization
Refined estimation of environmental exposure in vulnerable population groups and its biological and health impact
Artificial Intelligence for Science
Exploring Scientific Literature to Predict Interactions between Food, Diseases, and Drugs using Knowledge Graphs
Auto-OPT: Automated selection and configuration of single-objective continuous optimization algorithms
Applied
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