Franz Rothlauf

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 79

Top Venues

Universität Bayreuth (PHD)

Education History

Universität Bayreuth

PHD

Publications

Louisa Schwarz, Dominik Sobania, Franz Rothlauf
On relevant features for the recurrence prediction of urothelial carcinoma of the bladder. Int. J. Medical Informatics 186 (2024)
Martin Briesch, Ryan Boldi, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector
Improving Lexicase Selection with Informed Down-Sampling. GECCO Companion (2024)
Franz Rothlauf
Representations for Evolutionary Algorithms. GECCO Companion (2024)
Alina Geiger, Dominik Sobania, Franz Rothlauf
Lexicase-based Selection Methods with Down-sampling for Symbolic Regression Problems: Overview and Benchmark. CoRR (2024)
Alina Geiger, Dominik Sobania, Franz Rothlauf
A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems. EuroGP (2024)
Philipp Röchner, Franz Rothlauf
Using machine learning to link electronic health records in cancer registries: On the tradeoff between linkage quality and manual effort. Int. J. Medical Informatics 185 (2024)
Dominik Sobania, Martin Briesch, Philipp Röchner, Franz Rothlauf
MTGP: Combining Metamorphic Testing and Genetic Programming. CoRR (2023)
Martin Huschens, Martin Briesch, Dominik Sobania, Franz Rothlauf
Do You Trust ChatGPT? - Perceived Credibility of Human and AI-Generated Content. CoRR (2023)
Alina Geiger, Dominik Sobania, Franz Rothlauf
Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems. CoRR (2023)
Martin Briesch, Dominik Sobania, Franz Rothlauf
Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop. CoRR (2023)
Ryan Boldi, Martin Briesch, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector
Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving. CoRR (2023)
Dominik Sobania, Martin Briesch, Philipp Röchner, Franz Rothlauf
MTGP: Combining Metamorphic Testing and Genetic Programming. EuroGP (2023)
Dominik Sobania, Dirk Schweim, Franz Rothlauf
A Comprehensive Survey on Program Synthesis With Evolutionary Algorithms. IEEE Trans. Evol. Comput. 27 (1) (2023)
David Wittenberg, Franz Rothlauf
Small Solutions for Real-World Symbolic Regression Using Denoising Autoencoder Genetic Programming. EuroGP (2023)
Marc Christoph de Zoeten, Claus-Peter H. Ernst, Franz Rothlauf
A Matter of Trust: How Trust in AI-Based Systems Changes During Interaction. AMCIS (2023)
Franz Rothlauf
Representations for Evolutionary Algorithms. GECCO Companion (2023)
Alina Geiger, Dominik Sobania, Franz Rothlauf
Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems. GECCO (2023)
David Wittenberg, Franz Rothlauf, Christian Gagné
Denoising autoencoder genetic programming: strategies to control exploration and exploitation in search. Genet. Program. Evolvable Mach. 24 (2) (2023)
Martin Briesch, Dominik Sobania, Franz Rothlauf
On the Trade-Off between Population Size and Number of Generations in GP for Program Synthesis. GECCO Companion (2023)
Julia Theresia Zielonka, Franz Rothlauf
Disentangling Technostress in Social Streaming Services: The Impact of Perceived Eustress and Distress on User Participation and Engagement. ICIS (2023)
Patrizia Orth, Gunther Piller, Franz Rothlauf
Activities to Build a Digital Corporate Culture-A Multiple-case Study on the Prerequisites for Digital Innovation. PACIS (2023)
David Wittenberg, Franz Rothlauf
Denoising autoencoder genetic programming for real-world symbolic regression. GECCO Companion (2022)
Léo Françoso Dal Piccol Sotto, Franz Rothlauf, Vinícius Veloso de Melo, Márcio P. Basgalupp
An Analysis of the Influence of Noneffective Instructions in Linear Genetic Programming. Evol. Comput. 30 (1) (2022)
Dirk Schweim, Dominik Sobania, Franz Rothlauf
Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis. CEC (2022)
Julia Theresia Zielonka, Franz Rothlauf
On the Role of Envy in the Technostress Process in the Context of Social Media Use. ECIS (2022)
Julia Theresia Zielonka, Rebecca Maria Heigl, Franz Rothlauf
From Block to TOE: Analyzing Opportunities of Blockchain Technologies in the Automotive Industry. ICIS (2022)
Dirk Schweim, David Wittenberg, Franz Rothlauf
On sampling error in genetic programming. Nat. Comput. 21 (2) (2022)
Dominik Sobania, Martin Briesch, Franz Rothlauf
Choose your programming copilot: a comparison of the program synthesis performance of github copilot and genetic programming. GECCO (2022)
Dominik Sobania, Franz Rothlauf
Program Synthesis with Genetic Programming: The Influence of Batch Sizes. EuroGP (2022)
Thomas Müller, Gunther Piller, Franz Rothlauf
Efficient Access Control to Parking Space for Different Customer Segments. DB&IS (2022)
Julia Theresia Zielonka, Rebecca Maria Heigl, Franz Rothlauf
Technostress Revisited at Work-From-Home: The Impact of Technostress Creators on the Perception of Eustress Moderated by Work-Home-Conflict and Job Satisfaction. AMCIS (2022)
Dominik Sobania, Jonas Schmitt, Harald Köstler, Franz Rothlauf
Genetic programming for iterative numerical methods. Genet. Program. Evolvable Mach. 23 (2) (2022)
Franz Rothlauf
Representations for evolutionary algorithms. GECCO Companion (2022)
Julia Theresia Zielonka, Franz Rothlauf
You Perceive What You Believe: The Impact of Psychological Beliefs on Perceived Technostress. HICSS (2022)
Dominik Sobania, Dirk Schweim, Franz Rothlauf
Program synthesis with evolutionary algorithms: Status quo: hot off the press track (GECCO 2022). GECCO Companion (2022)
Matthias Brunnbauer, Gunther Piller, Franz Rothlauf
Top-Down or Explorative? A Case Study on the Identification of AI Use Cases. PACIS (2022)
Dominik Sobania, Martin Briesch, David Wittenberg, Franz Rothlauf
Analyzing optimized constants in genetic programming on a real-world regression problem. GECCO Companion (2022)
Martin Briesch, Dominik Sobania, Franz Rothlauf
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization. KI (2022)
Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly, Franz Rothlauf
Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution. GECCO Companion (2021)
Dominik Sobania, Dirk Schweim, Franz Rothlauf
Recent Developments in Program Synthesis with Evolutionary Algorithms. CoRR (2021)
Martin Huschens, Claus-Peter H. Ernst, Franz Rothlauf
Individual Rank and Response: Survey-Based Evidence on the Effects of Rank-Based Performance Feedback. HICSS (2021)
Julia Theresia Zielonka, Franz Rothlauf
Challenge Accepted: On the Juxtaposed Effect of the Appraisal of Social Media as Challenge and Hindrance Stressors on the Perception of Eustress and Distress. PACIS (2021)
Patrizia Orth, Gunther Piller, Franz Rothlauf
How Companies Develop a Culture for Digital Innovation: A Multiple-Case Study. BIR (2021)
Dominik Sobania, Martin Briesch, Franz Rothlauf
Choose Your Programming Copilot: A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming. CoRR (2021)
Franz Rothlauf
Representations for evolutionary algorithms. GECCO Companion (2021)
Martin Briesch, Dominik Sobania, Franz Rothlauf
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization. CoRR (2021)
Matthias Brunnbauer, Gunther Piller, Franz Rothlauf
idea-AI: Developing a Method for the Systematic Identification of AI Use Cases. AMCIS (2021)
Julia Theresia Zielonka, Franz Rothlauf
Techno-Eustress: The Impact of Perceived Usefulness and Perceived Ease of Use on the Perception of Work-Related Stressors. HICSS (2021)
Christian Olmscheid, David Wittenberg, Dominik Sobania, Franz Rothlauf
Improving estimation of distribution genetic programming with novelty initialization. GECCO Companion (2021)
Dominik Sobania, Franz Rothlauf
A generalizability measure for program synthesis with genetic programming. GECCO (2021)
Dirk Schweim, David Wittenberg, Franz Rothlauf
On sampling error in evolutionary algorithms. GECCO Companion (2021)
Dominik Sobania, Franz Rothlauf
Challenges of Program Synthesis with Grammatical Evolution. EuroGP (2020)
David Wittenberg, Franz Rothlauf, Dirk Schweim
DAE-GP: denoising autoencoder LSTM networks as probabilistic models in estimation of distribution genetic programming. GECCO (2020)
Dirk Weitzel, Claus-Peter H. Ernst, Franz Rothlauf
On the Disadvantages of Rented Software with Regard to Psychological Ownership in the Context of Private Customers. AMCIS (2020)
Franz Rothlauf
Representations for evolutionary algorithms. GECCO Companion (2020)
Malte Probst, Franz Rothlauf
Harmless Overfitting: Using Denoising Autoencoders in Estimation of Distribution Algorithms. J. Mach. Learn. Res. 21 (2020)
Nils Herm-Stapelberg, Franz Rothlauf
The crowd against the few: Measuring the impact of expert recommendations. Decis. Support Syst. 138 (2020)
Christian Bremser, Gunther Piller, Franz Rothlauf
How Smart Cities Explore New Technologies. BIR (2019)
Martin Huschens, Franz Rothlauf, Ricarda Rothe
On the Role of Social Comparison Processes in Gamified Work Situations. HICSS (2019)
Léo Françoso Dal Piccol Sotto, Franz Rothlauf
On the role of non-effective code in linear genetic programming. GECCO (2019)
Dominik Sobania, Franz Rothlauf
Teaching GP to program like a human software developer: using perplexity pressure to guide program synthesis approaches. GECCO (2019)
Franz Rothlauf
Representations for evolutionary algorithms. GECCO (Companion) (2019)
Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf
PageRank centrality for performance prediction: the impact of the local optima network model. J. Heuristics 24 (3) (2018)
Franz Rothlauf
Representations for evolutionary algorithms. GECCO (Companion) (2018)
Dominik Sobania, Franz Rothlauf
CovSel: A new approach for ensemble selection applied to symbolic regression problems. GECCO (2018)
Christian Bremser, Gunther Piller, Franz Rothlauf
How to start with big data - a multiple case study. Bled eConference (2018)
Dirk Schweim, Franz Rothlauf
An analysis of the bias of variation operators of estimation of distribution programming. GECCO (2018)
Christian Bremser, Gunther Piller, Franz Rothlauf
Vorgehensweisen zur Einführung von Big Data in Unternehmen. MKWI (2018)
Sebastian Herrmann, Matthias Herrmann, Gabriela Ochoa, Franz Rothlauf
Shaping communities of local optima by perturbation strength. GECCO (2017)
Ciro Castiello, Corrado Mencar, Marco Lucarelli, Franz Rothlauf
Efficiency improvement of DC∗ through a Genetic Guidance. FUZZ-IEEE (2017)
Franz Rothlauf
Representations for evolutionary algorithms. GECCO (Companion) (2017)
Michael Scholz, Jella Pfeiffer, Franz Rothlauf
Using PageRank for non-personalized default rankings in dynamic markets. Eur. J. Oper. Res. 260 (1) (2017)
Christian Bremser, Gunther Piller, Franz Rothlauf
Strategies and Influencing Factors for Big Data Exploration. AMCIS (2017)
Malte Probst, Franz Rothlauf, Jörn Grahl
Scalability of using Restricted Boltzmann Machines for combinatorial optimization. Eur. J. Oper. Res. 256 (2) (2017)
Enis Celik, Claus-Peter H. Ernst, Franz Rothlauf
Antecedents of Willingness to Share Information in Supply Chain IS. MKWI (2016)
Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf
Communities of Local Optima as Funnels in Fitness Landscapes. GECCO (2016)
Jessica Wimmer, Claus-Peter H. Ernst, Sebastian Herrmann, Franz Rothlauf
Social Network Sites: The Influence of the Number of Friends on Social Capital. MKWI (2016)
Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf
Coarse-Grained Barrier Trees of Fitness Landscapes. PPSN (2016)
Franz Rothlauf
Representations for Evolutionary Algorithms. GECCO (Companion) (2016)
Uli Golle, Franz Rothlauf, Nils Boysen
Iterative beam search for car sequencing. Ann. Oper. Res. 226 (1) (2015)
Claus-Peter H. Ernst, Christoph Hock, Franz Rothlauf
Proposing a Research Model for Slot Machine Usage. AMCIS (2015)
Sebastian Herrmann, Franz Rothlauf
Predicting Heuristic Search Performance with PageRank Centrality in Local Optima Networks. GECCO (2015)
Ann Thorhauer, Franz Rothlauf
On the Bias of Syntactic Geometric Recombination in Genetic Programming and Grammatical Evolution. GECCO (2015)
Claus-Peter H. Ernst, Jella Pfeiffer, Franz Rothlauf
Privacy Protecting Behavior in Social Network Sites. AMCIS (2015)
Franz Rothlauf
Representations for Evolutionary Algorithms. GECCO (Companion) (2015)
Malte Probst, Franz Rothlauf
Deep Boltzmann Machines in Estimation of Distribution Algorithms for Combinatorial Optimization. CoRR (2015)
Claus-Peter H. Ernst, Jella Pfeiffer, Franz Rothlauf
The Influence of Social Curiosity on the Observing Behavior of Users on Social Network Sites. AMCIS (2015)
Malte Probst, Franz Rothlauf
Training a Restricted Boltzmann Machine for Classification by Labeling Model Samples. CoRR (2015)
Franz Rothlauf
Representations for evolutionary algorithms. GECCO (Companion) (2014)
Andreas Fink, Natalia Kliewer, Dirk C. Mattfeld, Lars Mönch, Franz Rothlauf, Guido Schryen, Leena Suhl, Stefan Voß
Modellbasierte Entscheidungsunterstützung in Produktions- und Dienstleistungsnetzwerken. Wirtschaftsinf. 56 (1) (2014)
Jella Pfeiffer, Izak Benbasat, Franz Rothlauf
Minimally Restrictive Decision Support Systems. ICIS (2014)
Uli Golle, Franz Rothlauf, Nils Boysen
Car sequencing versus mixed-model sequencing: A computational study. Eur. J. Oper. Res. 237 (1) (2014)
Malte Probst, Franz Rothlauf, Jörn Grahl
An implicitly parallel EDA based on restricted boltzmann machines. GECCO (2014)
Sebastian Herrmann, Jörn Grahl, Franz Rothlauf
Problem Complexity in Parallel Problem Solving. CoRR (2014)
Ann Thorhauer, Franz Rothlauf
On the Locality of Standard Search Operators in Grammatical Evolution. PPSN (2014)
Andreas Fink, Natalia Kliewer, Dirk C. Mattfeld, Lars Mönch, Franz Rothlauf, Guido Schryen, Leena Suhl, Stefan Voß
Model-Based Decision Support in Manufacturing and Service Networks. Bus. Inf. Syst. Eng. 6 (1) (2014)
Malte Probst, Franz Rothlauf, Jörn Grahl
Scalability of using Restricted Boltzmann Machines for Combinatorial Optimization. CoRR (2014)
Thomas Goertz, Jella Pfeiffer, Henning Schmidt, Franz Rothlauf
Integrating Keyword Advertising and Dynamic Pricing for an Online Market Place. OR (2013)
Michael Hielscher, Werner Hartmann, Franz Rothlauf
Entwicklung eines Autorenwerkzeuges für digitale, multimediale und interaktive Lernbausteine im Web 2.0. DeLFI (2013)
Ann Thorhauer, Franz Rothlauf
Structural difficulty in grammatical evolution versus genetic programming. GECCO (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Franz Rothlauf