Anja Jankovič
RWTH Aachen University(DE)
Publications by Year
Research Areas
Metaheuristic Optimization Algorithms Research, Advanced Multi-Objective Optimization Algorithms, Machine Learning and Data Classification, Evolutionary Algorithms and Applications, Robotic Path Planning Algorithms
Most-Cited Works
- → Landscape-aware fixed-budget performance regression and algorithm selection for modular CMA-ES variants(2020)40 cited
- → Per-run Algorithm Selection with Warm-Starting Using Trajectory-Based Features(2022)31 cited
- → The impact of hyper-parameter tuning for landscape-aware performance regression and algorithm selection(2021)21 cited
- → Adaptive landscape analysis(2019)21 cited
- → Improving Service Business of Industrial Companies Through Data: Conceptualization and Application(2022)16 cited
- → Trajectory-based Algorithm Selection with Warm-starting(2022)10 cited
- → Personalizing performance regression models to black-box optimization problems(2021)8 cited
- → Comparing Algorithm Selection Approaches on Black-Box Optimization Problems(2023)8 cited
- → User Experience and Customer Experience as a Solution for Gaining Competitive Advantages of the Company(2019)4 cited