Franz Rothlauf

Johannes Gutenberg University Mainz — Germany

Computer Science · Physical Sciences

29h-index4.4kcitations295works1.22yr avg
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Research Topics

Evolutionary Algorithms and Applications(118), Metaheuristic Optimization Algorithms Research(102), Advanced Multi-Objective Optimization Algorithms(36), Viral Infectious Diseases and Gene Expression in Insects(21), Consumer Market Behavior and Pricing(17)

Publications295 total

ROIDS: Robust Outlier-Aware Informed Down-Sampling
arXiv (Cornell University)·2026Open Access
ROIDS: Robust Outlier-Aware Informed Down-Sampling
ArXiv.org·2026Open Access
Cluster-Board: Entwicklung und Einsatz von Clustering-Verfahren zur Unterstützung der Therapieempfehlungen in Tumorboards
Fachrepositorium Lebenswissenschaften·2026Open Access
Biases of Algorithmic and Editorial Recommendations in Public Service Media
Communications in computer and information science·2026
F&E-Projekte im WIR!-Bündnis HEALTH.AI
Open MIND·2026
Let Me Entertain You: On the Bias of Editorial and Algorithmic Recommendations in Public Service Media
Proceedings of the International Conference on Information Systems Development·2025Open Access
Transformer Semantic Genetic Programming for d-dimensional Symbolic Regression Problems
arXiv (Cornell University)·2025Open Access
We Need to Rethink Benchmarking in Anomaly Detection
ArXiv.org·2025Open Access
Selection Methods in Genetic Programming: A Performance Analysis
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2025
Representations for Evolutionary Algorithms
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2025Open Access
Transformer Semantic Genetic Programming for Symbolic Regression
Proceedings of the Genetic and Evolutionary Computation Conference·2025Open Access
Using Machine Learning for the Fusion of Tumor Records on a Real-World Dataset
Studies in health technology and informatics·2025Open Access
Integrating the ENCODE blocklist for machine learning quality control of ChIP-seq data with seqQscorer
2025Open Access
A Performance Analysis of Lexicase-Based and Traditional Selection Methods in GP for Symbolic Regression
ACM Transactions on Evolutionary Learning and Optimization·2025· 1 cited
Key Activities in the Early Stage of Digital Innovation: Insights from a Multiple-Case Study
Information Systems Management·2025· 1 cited
Was Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection
arXiv (Cornell University)·2025Open Access
Transformer Semantic Genetic Programming for Symbolic Regression
arXiv (Cornell University)·2025Open Access
Evaluating robustly standardized explainable anomaly detection of implausible variables in cancer data
Journal of the American Medical Informatics Association·2025· 1 citedOpen Access
Was Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection
Lecture notes in computer science·2025
The 2024 ACM SIGEVO Outstanding Contribution Awardees
ACM SIGEVOlution·2024
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Frequent Co-authors

Armin Heinzl(6), Dominik Sobania(5), David E. Goldberg(4), Jörn Grahl(4), Jella Pfeiffer(3), Uli Golle(3), Nils Boysen(3), Tobias Grosche(2), Jens Gottlieb(2), Günther R. Raidl(2), Martin Briesch(2), Peter A. N. Bosman(2), Jürgen Branke(2), Stefano Cagnoni(2), David Corne(2), Rolf Drechsler(2), Yaochu Jin(2), Penousal Machado(2), Elena Marchiori(2), George Davey Smith(2)