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Kerschke, Pascal
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1

Impact of Training Instance Selection on Automated Algorith..:

, In: Proceedings of the Genetic and Evolutionary Computation Conference,
Dietrich, Konstantin ; Vermetten, Diederick ; Doerr, Carola. - p. 1007-1016 , 2024
Link: https://dl.acm.org/doi/1..
 
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2

Exploratory Landscape Analysis:

, In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation,
Kerschke, Pascal ; Preuss, Mike - p. 990-1007 , 2023
Link: https://dl.acm.org/doi/1..
 
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3

Evaluation of Algorithms from the Nevergrad Toolbox on the ..:

, In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation,
Dietrich, Konstantin ; Kerschke, Pascal - p. 2326-2329 , 2023
Link: https://dl.acm.org/doi/1..
 
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4

Neural Networks as Black-Box Benchmark Functions Optimized ..:

, In: Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms,
Prager, Raphael Patrick ; Dietrich, Konstantin ; Schneider, Lennart... - p. 129-139 , 2023
Link: https://dl.acm.org/doi/1..
 
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5

Peak-A-Boo! Generating Multi-objective Multiple Peaks Bench..:

, In: Lecture Notes in Computer Science; Evolutionary Multi-Criterion Optimization,
Schäpermeier, Lennart ; Kerschke, Pascal ; Grimme, Christian. - p. 291-304 , 2023
Link: https://doi.org/10.1007/..
 
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6

Tools for Landscape Analysis of Optimisation Problems in Pr..:

Volz, Vanessa ; Naujoks, Boris ; Kerschke, Pascal.
Applied Soft Computing.  136 (2023)  - p. 110121 , 2023
Link: https://doi.org/10.1016/..
 
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7

A study on the effects of normalized TSP features for autom..:

Heins, Jonathan ; Bossek, Jakob ; Pohl, Janina...
Theoretical Computer Science.  940 (2023)  - p. 123-145 , 2023
Link: https://doi.org/10.1016/..
 
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8

Parallel Problem Solving from Nature – PPSN XVII: 17th Inte.. 

Lecture Notes in Computer Science, 13398
Rudolph, Günter ; Kononova, Anna V ; Aguirre, Hernán... - 1st ed. 2022 . , 2022
Link: https://doi.org/10.1007/..
 
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9

Process-Oriented Stream Classification Pipeline: A Literatu..:

Clever, Lena ; Pohl, Janina Susanne ; Bossek, Jakob..
Applied Sciences.  12 (2022)  18 - p. 9094 , 2022
Link: https://doi.org/10.3390/..
 
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10

Automated Algorithm Selection in Single-Objective Continuou..:

, In: Lecture Notes in Computer Science; Parallel Problem Solving from Nature – PPSN XVII,
Prager, Raphael Patrick ; Seiler, Moritz Vinzent ; Trautmann, Heike. - p. 3-17 , 2022
Link: https://doi.org/10.1007/..
 
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11

A collection of deep learning-based feature-free approaches..:

, In: Proceedings of the Genetic and Evolutionary Computation Conference,
Seiler, Moritz Vinzent ; Prager, Raphael Patrick ; Kerschke, Pascal. - p. 657-665 , 2022
Link: https://dl.acm.org/doi/1..
 
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12

MOLE : digging tunnels through multimodal multi-objectiv..:

, In: Proceedings of the Genetic and Evolutionary Computation Conference,
Schäpermeier, Lennart ; Grimme, Christian ; Kerschke, Pascal - p. 592-600 , 2022
Link: https://dl.acm.org/doi/1..
 
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13

Mixture of Decision Trees for Interpretable Machine Learnin:

, In: 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA),
Bruggenjurgen, Simeon ; Schaaf, Nina ; Kerschke, Pascal. - p. 1175-1182 , 2022
Link: https://doi.org/10.1109/..
 
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14

Parallel Problem Solving from Nature – PPSN XVII: 17th Inte.. 

Lecture Notes in Computer Science, 13399
Rudolph, Günter ; Kononova, Anna V ; Aguirre, Hernán... - 1st ed. 2022 . , 2022
Link: https://doi.org/10.1007/..
 
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15

The objective that freed me: a multi-objective local search..:

Aspar, Pelin ; Steinhoff, Vera ; Schäpermeier, Lennart...
Natural Computing.  22 (2022)  2 - p. 271-285 , 2022
Link: https://doi.org/10.1007/..
 
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