Publications

Patrick Ebel, Christoph Lingenfelder, and Andreas Vogelsang. Multitasking while driving: How drivers self-regulate their interaction with in-vehicle touchscreens in automated driving. Int. J. Hum. Comput. Interact., (39)16:3162--3179, Informa UK Limited, October 2023. [PUMA: Multitasking Zno automated driving in-vehicle self-regulate touchscreens]

Sander Münster, Christoph Lehmann, Taras Lazariv, Ferdinand Maiwald, and Susanne Karsten. Toward an Automated Pipeline for a Browser-Based, City-Scale Mobile 4D VR Application Based on Historical Images. In Florian Niebling, Sander Münster, and Heike Messemer (Eds.), Research and Education in Urban History in the Age of Digital Libraries, 106--128, Springer International Publishing, Cham, 2021. [PUMA: 4D Application Automated Browser-Based City-Scale Historical Images Mobile Pipeline VR]

Robson P Bonidia, Anderson P Avila Santos, Breno L S de Almeida, Peter F Stadler, Ulisses N da Rocha, Danilo S Sanches, and André C P L F de Carvalho. BioAutoML: automated feature engineering and metalearning to predict noncoding RNAs in bacteria. Briefings in Bioinformatics, (23)4Oxford University Press (OUP), June 2022. [PUMA: BioAutoML RNAs Zno automated bacteria engineering metalearning noncoding predict] URL

Thomas W Winkler, Felix Grassmann, Caroline Brandl, Christina Kiel, Felix Günther, Tobias Strunz, Lorraine Weidner, Martina E Zimmermann, Christina A Korb, Alicia Poplawski, Alexander K Schuster, Martina Müller-Nurasyid, Annette Peters, Franziska G Rauscher, Tobias Elze, Katrin Horn, Markus Scholz, Marisa Cañadas-Garre, Amy Jayne McKnight, Nicola Quinn, Ruth E Hogg, Helmut Küchenhoff, Iris M Heid, Klaus J Stark, and Bernhard H F Weber. Genome-wide association meta-analysis for early age-related macular degeneration highlights novel loci and insights for advanced disease. BMC Med. Genomics, (13)1:120, Springer Science and Business Media LLC, August 2020. [PUMA: (AMD); (GWAS); (IAMDGC); (UKBB) AMD AMD; Age-related Automated CD46; Early Genome-wide International Machine-learning; Meta-analysis; TYR; UK association biobank consortium degeneration genomics macular phenotyping; study]

Pascal Kerschke, and Heike Trautmann. Automated algorithm selection on continuous black-box problems by combining Exploratory Landscape Analysis and machine learning. Evol. Comput., (27)1:99--127, MIT Press, 2019. [PUMA: Automated algorithm analysis; black-box continuous exploratory landscape learning; machine optimization. optimization; selection; single-objective]

Pascal Kerschke, Holger H Hoos, Frank Neumann, and Heike Trautmann. Automated algorithm selection: Survey and perspectives. Evol. Comput., (27)1:3--45, MIT Press, 2019. [PUMA: Automated algorithm analysis; approaches; automated combinatorial configuration; continuous data exploratory feature-based landscape learning; machine metalearning optimisation; selection; streams.;]