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Congratulations to Clarissa Krämer (MSc.), Susanne Schmitt (MSc.), and Prof. Dr. Franz Rothlauf on receiving the Best Student Paper Award at the Medical Informatics Europe (MIE) Conference in Glasgow, Scotland, from May 19-21, 2025.

Their award-winning paper, "Using Machine Learning for the Fusion of Tumor Records on a Real-World Dataset" focuses on consolidating multiple records describing the same tumor into a single record for each tumor. They used an artificial neural network and compared its performance with that of a deterministic, rule-based approach. They used a tabular, real-world dataset that included colorectal, breast, and prostate cancer.

Key findings were that

  • Artificial Neural Networks outperform the deterministic rule-based approach.
  • The performance depends on the number of features and the distribution of data.
  • The predictive performance increases with a lower number of categories within a variable and a more balanced dataset.

Read the paper here: https://pubmed.ncbi.nlm.nih.gov/40380540/

 

We are happy to announce our Sustainable Aviation Day as part of the Airline Strategies lecture on Friday, April 11, 2025.

Sustainability has become a major strategic challenge for the airline industry. High uncertainties regarding technological advancements and regulatory changes make long-term strategies and their financing increasingly complex.

At the event, internationally renowned experts from academia, finance, regulation and the industry will discuss:

  • The role of science in developing sustainable aviation strategies.
  • Policies related to sustainability in aviation.
  • Whether there is a single best strategy for making aviation more sustainable.

The event will take place on Friday, April 11, 2025, starting at 9:00 AM (CEST) in room 00 135 RW 2 in ReWi I and online via Microsoft Teams as a hybrid series of one-hour online lectures.

Our special thanks go to Lufthansa Frankfurt, SMBC Aviation Capital Dublin, UCL London, Cirium Risk Data London, EU Commission – Directorate General Clima, Arena Aviation Capital Amsterdam, Scripps Institution of Oceanography - UC San Diego, Boeing Seattle and Impact on sustainable aviation e.V. Frankfurt am Main for their support in making this event possible.

We look forward to your participation.

Register until Tuesday, April 8, 2025 using the following link: https://zukunft.uni-mainz.de/sustanable-aviation/

In 2024, Prof. Dr. Franz Rothlauf received the SIGEVO Outstanding Contribution Award, which recognizes remarkable contributions to Evolutionary Computation (EC) when evaluated over a sustained period of at least 15 years. These contributions can include technical innovations, publications, leadership, teaching, mentoring, and service to the EC community. To celebrate these distinctions, Franz (as well as Anne Auger) kindly answered some questions reflecting on their contributions and views on evolutionary computation as well as their advice to young researchers in the field.

The full interview can be found in the newsletter of SIGEVO:

https://evolution.sigevo.org/issues/HTML/sigevolution-17-4/index.html

Recent Publications

Krämer, C., Schmitt, S., and Rothlauf, F. (2025). Using Machine Learning for the Fusion of Tumor Records on a Real-World Dataset. In Studies in Health Technology and Informatics. IOS Press. DOI
Geiger, A., Sobania, D., and Rothlauf, F. (2025). A Performance Analysis of Lexicase-Based and Traditional Selection Methods in GP for Symbolic Regression. ACM Transactions on Evolutionary Learning and Optimization. Published online. DOI
Geiger, A., Briesch, M., Sobania, D., and Rothlauf, F. (2025). Was Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection. Author/Publisher URL

more publications

Books

Franz Rothlauf (2011): Design of Modern Heuristics

Franz Rothlauf (2006): Representations for Genetic and Evolutionary Algorithms

Andreas Fink, Franz Rothlauf (2009): Advances in Computational Intelligence in Transport, Logistics, and Supply Chain Management

GECCO '09: Proceedings

Applications of Evolutionary Computing: EvoWorkshops 2009

Applications of Evolutionary Computing: EvoWorkshops 2008

Applications of Evolutionary Computing: EvoWorkshops 2007

Applications of Evolutionary Computing: EvoWorkshops 2006

Applications of Evolutionary Computing: EvoWorkshops 2005

Applications of Evolutionary Computing: EvoWorkshops 2004