Dr. Raphael Patrick Prager

No current affiliations available for this person. The person is no longer active at the university.

Curriculum Vitae (CV)

Black-Box Optimization
Evolutionary Algorithms
Exploratory Landscape Analysis
Algorithm Selection

Academic Education
since 06/2019	Doctoral Studies in Information Systems (PhD), School of Business and Economics, University of Münster, Germany
10/2010 - 04/2019	Studies in Information Systems (BSc. & MSc.)
Work Experience
since 2019	Data Scientist at BASF Coatings GmbH, Münster, Germany
since 2019	Research Assistant at the Chair for Data Science: Statistics and Optimization, Department for Information Systems, WWU Münster, Münster, Germany
2017 - 2019	Junior Consultant at ISR Information Products AG, Münster, Germany

Publications

Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis Features Prager RP; Trautmann H (2023) In: Correia J; Smith S; Qaddoura R (eds.), Applications of Evolutionary Computation. Cham: Springer Nature. Type of Publication: Research article in edited proceedings (conference)
Pflacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems in Python Prager, Raphael Patrick; Trautmann, Heike (2023) In: Evolutionary Computation Type of Publication: Research article (journal)
A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes Seiler, Moritz Vinzent; Prager, Raphael Patrick; Kerschke, Pascal; Trautmann, Heike (2022) In: - (eds.), Proceedings of the Genetic and Evolutionary Computation Conference. New York, NY, USA: ACM Press. Type of Publication: Research article in edited proceedings (conference)
Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods Prager, Raphael Patrick; Seiler, Moritz Vinzent; Trautmann, Heike; Kerschke, Pascal (2022) In: Rudolph, Günter; Kononova, Anna V.; Aguirre, Hernán; Kerschke, Pascal; Ochoa, Gabriela; Tušar, Tea (eds.), Parallel Problem Solving from Nature -- PPSN XVII. Cham: Springer International Publishing. Type of Publication: Research article in edited proceedings (conference)
HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis Schneider, Lennart; Schäpermeier, Lennart; Prager, Raphael Patrick; Bischl, Bernd; Trautmann, Heike; Kerschke, Pascal (2022) In: Rudolph, Günter; Kononova, Anna V.; Aguirre, Hernán; Kerschke, Pascal; Ochoa, Gabriela; Tušar, Tea (eds.), Parallel Problem Solving from Nature -- PPSN XVII. Cham: Springer International Publishing. Type of Publication: Research article in edited proceedings (conference)

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