Franz Rothlauf

Professor in Information Systems

Johannes Gutenberg Universität Mainz

Germany

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Professor Franz Rothlauf is a faculty member in the Information Systems department at Johannes Gutenberg Universität Mainz, Germany. His research interests encompass various domains, including program synthesis, digital innovation, and the application of machine learning within healthcare. Recent publications highlight his work on genetic programming, performance analysis in symbolic regression, and motivations in educational settings.

Articles (10)

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2025

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2025

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2024

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2024

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2024

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2024

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2023

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2023

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2022

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2021

Collaborators (8)

Alexander Lalejini

Grand Valley State University

UNITED STATES

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Harald Köstler

University of Erlangen-Nuremberg

GERMANY

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Cristina Mihale-Wilson

Goethe University Frankfurt

GERMANY

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Oliver Hinz

Goethe University Frankfurt

GERMANY

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Charles Ofria

Michigan State University

UNITED STATES

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Dominik Sobania

Johannes Gutenberg-University

GERMANY

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Philipp Röchner

Johannes Gutenberg Universität Mainz

GERMANY

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Lee Spector

Amherst College

UNITED STATES

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Franz Rothlauf

Research Interests

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Articles (10)

Key Activities in the Early Stage of Digital Innovation: Insights from a Multiple-Case Study

A Performance Analysis of Lexicase-Based and Traditional Selection Methods in GP for Symbolic Regression

On relevant features for the recurrence prediction of urothelial carcinoma of the bladder

Informed Down-Sampled Lexicase Selection: Identifying Productive Training Cases for Efficient Problem Solving

A Comparison of Large Language Models and Genetic Programming for Program Synthesis

Using machine learning to link electronic health records in cancer registries: On the tradeoff between linkage quality and manual effort

How do likes influence revenue? A randomized controlled field experiment

A Comprehensive Survey on Program Synthesis With Evolutionary Algorithms

Genetic programming for iterative numerical methods

Motivating low-achievers—Relative performance feedback in primary schools

Collaborators (8)

Alexander Lalejini

Harald Köstler

Cristina Mihale-Wilson

Oliver Hinz

Charles Ofria

Dominik Sobania

Philipp Röchner

Lee Spector

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