Improving Service Business of Industrial Companies Through Data: Conceptualization and Application von Janković, Anja, Adrodegari, Federico, Saccani, Nicola, Simeunović, Nenad

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Towards Online Landscape-Aware Algorithm Selection in Numerical Black-Box Optimization von Jankovic, Anja

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Towards Feature-Based Performance Regression Using Trajectory Data von Jankovic, Anja, Eftimov, Tome, Doerr, Carola

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Per-run Algorithm Selection with Warm-Starting Using Trajectory-Based Features von Kostovska, Ana, Jankovic, Anja, Vermetten, Diederick, de Nobel, Jacob, Wang, Hao, Eftimov, Tome, Doerr, Carola

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Servitization 4.0 as a Trigger for Sustainable Business: Evidence from Automotive Digital Supply Chain von Jankovic-Zugic, Anja, Medic, Nenad, Pavlovic, Marko, Todorovic, Tanja, Rakic, Slavko

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Landscape-Aware Fixed-Budget Performance Regression and Algorithm Selection for Modular CMA-ES Variants von Jankovic, Anja, Doerr, Carola

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Self-Adjusting Weighted Expected Improvement for Bayesian Optimization von Benjamins, Carolin, Raponi, Elena, Jankovic, Anja, Doerr, Carola, Lindauer, Marius

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Towards Feature-Based Performance Regression Using Trajectory Data von Jankovic, Anja, Eftimov, Tome, Doerr, Carola

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Comparing Algorithm Selection Approaches on Black-Box Optimization Problems von Kostovska, Ana, Jankovic, Anja, Vermetten, Diederick, Džeroski, Sašo, Tome Eftimov, Doerr, Carola

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The Impact of Hyper-Parameter Tuning for Landscape-Aware Performance Regression and Algorithm Selection von Jankovic, Anja, Popovski, Gorjan, Tome Eftimov, Doerr, Carola

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PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization von Kostovska, Ana, Cenikj, Gjorgjina, Vermetten, Diederick, Jankovic, Anja, Nikolikj, Ana, Skvorc, Urban, Korosec, Peter, Doerr, Carola, Eftimov, Tome

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Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis von Benjamins, Carolin, Jankovic, Anja, Raponi, Elena, van der Blom, Koen, Lindauer, Marius, Doerr, Carola

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Per-run Algorithm Selection with Warm-starting using Trajectory-based Features von Kostovska, Ana, Jankovic, Anja, Vermetten, Diederick, de Nobel, Jacob, Wang, Hao, Eftimov, Tome, Doerr, Carola

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Trajectory-based Algorithm Selection with Warm-starting von Jankovic, Anja, Vermetten, Diederick, Kostovska, Ana, de Nobel, Jacob, Eftimov, Tome, Doerr, Carola

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PI is back! Switching Acquisition Functions in Bayesian Optimization von Benjamins, Carolin, Raponi, Elena, Jankovic, Anja, van der Blom, Koen, Santoni, Maria Laura, Lindauer, Marius, Doerr, Carola

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Personalizing Performance Regression Models to Black-Box Optimization Problems von Tome Eftimov, Jankovic, Anja, Popovski, Gorjan, Doerr, Carola, Korošec, Peter

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Self-Adjusting Weighted Expected Improvement for Bayesian Optimization von Benjamins, Carolin, Raponi, Elena, Jankovic, Anja, Doerr, Carola, Lindauer, Marius

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Towards Feature-Based Performance Regression Using Trajectory Data von Jankovic, Anja, Tome Eftimov, Doerr, Carola

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PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization von Kostovska, Ana, Cenikj, Gjorgjina, Vermetten, Diederick, Jankovic, Anja, Nikolikj, Ana, Urban Skvorc, Korosec, Peter, Doerr, Carola, Tome Eftimov

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Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis von Benjamins, Carolin, Jankovic, Anja, Raponi, Elena, van der Blom, Koen, Lindauer, Marius, Doerr, Carola

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