Bad Codings and the Utility of Well-Designed Genetic Algorithms. - Franz Rothlauf; David E. Goldberg; Armin Heinzl (GECCO, 2000)

Pruefer Numbers and Genetic Algorithms: A Lesson on How the Low Locality of an Encoding Can Harm the Performance of GAs. - Franz Rothlauf; David E. Goldberg (PPSN, 2000)

Towards a theory of representations for genetic and evolutionary algorithms - development of basic concepts and their application to binary and tree representations. - Franz Rothlauf (2001)

The Link and Node Biased Encoding Revisited: Bias and Adjustment of Parameters. - Thomas Gaube; Franz Rothlauf (EvoWorkshops, 2001)

A Conceptual Approach for Simultaneous Flight Schedule Construction with Genetic Algorithms. - Tobias Grosche; Armin Heinzl; Franz Rothlauf (EvoWorkshops, 2001)

Towards a theory of representations for genetic and evolutionary algorithms: development of basic concepts and their application to binary and tree representations. - Franz Rothlauf (Ausgezeichnete Informatikdissertationen, 2001)

Konzeption eines Koordinationsmechanismus zur dezentralen Ablaufplanung in medizinischen Behandlungspfaden (MEDPACO). - Torsten O. Paulussen; Franz Rothlauf; Armin Heinzl (Wirtschaftsinformatik, 2001)

Representations for genetic and evolutionary algorithms. - Franz Rothlauf (Springer, 2002)

Evolution Strategies, Network Random Keys, and the One-Max Tree Problem. - Barbara Schindler; Franz Rothlauf; Hans Josef Pesch (EvoWorkshops, 2002)

The Influence Of Binary Representations Of Integers On The Performance Of Selectorecombinative Genetic Algorithms. - Franz Rothlauf (GECCO, 2002)

Binary Representations of Integers and the Performance of Selectorecombinative Genetic Algorithms. - Franz Rothlauf (PPSN, 2002)

Network Random Keys-A Tree Representation Scheme for Genetic and Evolutionary Algorithms. - Franz Rothlauf; David E. Goldberg; Armin Heinzl (Evol. Comput., 2002)

Optimization heuristics for the combinatorial auction problem. - Michael Schwind; Tim Stockheim; Franz Rothlauf (IEEE Congress on Evolutionary Computation, 2003)

Population Sizing for the Redundant Trivial Voting Mapping. - Franz Rothlauf (GECCO, 2003)

On the Locality of Representations. - Franz Rothlauf (GECCO, 2003)

Redundant Representations in Evolutionary Computation. - Franz Rothlauf; David E. Goldberg (Evol. Comput., 2003)

Designing Reliable Communication Networks with a Genetic Algorithm Using a Repair Heuristic. - Dirk Reichelt; Franz Rothlauf; Peter Gmilkowsky (EvoCOP, 2004)

PolyEDA: Combining Estimation of Distribution Algorithms and Linear Inequality Constraints. - Jörn Grahl; Franz Rothlauf (GECCO (1), 2004)

The Edge-Set Encoding Revisited: On the Bias of a Direct Representation for Trees. - Carsten Tzschoppe; Franz Rothlauf; Hans Josef Pesch (GECCO (2), 2004)

Gasteditorial. - Franz Rothlauf; Armin Heinzl (Künstliche Intell., 2004)

Service - Applications of Software Agents. - Franz Rothlauf; Torsten O. Paulussen; Armin Heinzl (Künstliche Intell., 2004)

Behaviour of UMDAc with truncation selection on monotonous functions. - Jörn Grahl; Stefan Minner; Franz Rothlauf (Congress on Evolutionary Computation, 2005)

Making the Edge-Set Encoding Fly by Controlling the Bias of Its Crossover Operator. - Franz Rothlauf; Carsten Tzschoppe (EvoCOP, 2005)

Classification of human decision behavior: finding modular decision rules with genetic algorithms. - Franz Rothlauf; Daniel Schunk; Jella Pfeiffer (GECCO, 2005)

CURE: Eine Reparaturheuristik für die Planung ökonomischer und zuverlässiger Kommunikationsnetzwerke mit Hilfe von heuristischen Optimierungsverfahren. - Dirk Reichelt; Franz Rothlauf (KiVS, 2005)

Verfahren zur Bestimmung der Zuverlässigkeit von Kommunikationsnetzwerken: Eine Studie zu exakten und approximativen Verfahren. - Dirk Reichelt; Franz Rothlauf (Sicherheit, 2005)

Reliable Communication Network Design with Evolutionary Algorithms. - Dirk Reichelt; Franz Rothlauf (Int. J. Comput. Intell. Appl., 2005)

Representations for genetic and evolutionary algorithms (2. ed.). - Franz Rothlauf (Springer, 2006)

Agent-Based Patient Scheduling in Hospitals. - Torsten O. Paulussen; Anja Zöller; Franz Rothlauf; Armin Heinzl; Lars Braubach; Alexander Pokahr; Winfried Lamersdorf (Multiagent Engineering, 2006)

Benchmarking of Multiagent Systems. - Anja Zöller; Franz Rothlauf; Torsten O. Paulussen; Armin Heinzl (Multiagent Engineering, 2006)

On the Locality of Grammatical Evolution. - Franz Rothlauf; Marie Oetzel (EuroGP, 2006)

Genetic algorithms and mixed integer linear programs for optimal strategies in a student's "sports" activity. - Thomas Butter; Franz Rothlauf; Jörn Grahl; Tobias Hildenbrand; Jens Arndt (GECCO, 2006)

The correlation-triggered adaptive variance scaling IDEA. - Jörn Grahl; Peter A. N. Bosman; Franz Rothlauf (GECCO, 2006)

Using Private and Public Context - An Approach for Mobile Discovery and Search Services. - Thomas Butter; Sina Deibert; Franz Rothlauf (MMS, 2006)

Evaluation of a Multi-Agent System for Hospital Patient Scheduling. - Anja Zöller; Lars Braubach; Alexander Pokahr; Franz Rothlauf; Torsten O. Paulussen; Winfried Lamersdorf; Armin Heinzl (Int. Trans. Syst. Sci. Appl., 2006)

How to Configure Cost-optimal Procurement Consortia for Academic Libraries. - Daniel Beimborn; Rainer B. Fladung; Franz Rothlauf (AMCIS, 2007)

Genetic Algorithms for Finding Optimal Strategies for a Student's Game. - Thomas Butter; Franz Rothlauf; Jörn Grahl; Tobias Hildenbrand; Jens Arndt (CIG, 2007)

SDR: a better trigger for adaptive variance scaling in normal EDAs. - Peter A. N. Bosman; Jörn Grahl; Franz Rothlauf (GECCO, 2007)

Analysis of greedy heuristics and weight-coded eas for multidimensional knapsack problems and multi-unit combinatorial auctions. - Jella Pfeiffer; Franz Rothlauf (GECCO, 2007)

An Evaluation Method for Requirements Engineering Approaches in Distributed Software Development Projects. - Michael Geisser; Tobias Hildenbrand; Franz Rothlauf; Colin Atkinson 001 (ICSEA, 2007)

Greedy Heuristics and Weight-Coded EAs for Multidimensional Knapsack Problems and Multi-Unit Combinatorial Auctions. - Jella Pfeiffer; Franz Rothlauf (OR, 2007)

Offshore Software Development: Transferring Research Findings into the Classroom. - Kay Berkling; Michael Geisser; Tobias Hildenbrand; Franz Rothlauf (SEAFOOD, 2007)

Critical Success Factors for Mobile Field Service Applications: A Case Research. - Andreas Birkhofer; Sina Deibert; Franz Rothlauf (Wirtschaftsinformatik (1), 2007)

Konzeption und Implementierung eines Planungssystems für Schnittstellentests. - Franz Rothlauf (Wirtschaftsinformatik (2), 2007)

Verteiltes, internetbasiertes Requirements-Engineering. - Michael Geisser; Armin Heinzl; Tobias Hildenbrand; Franz Rothlauf (Wirtschaftsinf., 2007)

The Impact Logic of Mobile Technology Usage on Job Production. - Sina Deibert; Armin Heinzl; Franz Rothlauf (AMCIS, 2008)

Approaches to Collaborative Software Development. - Tobias Hildenbrand; Franz Rothlauf; Michael Geisser; Armin Heinzl; Thomas Kude (CISIS, 2008)

The node-depth encoding: analysis and application to the bounded-diameter minimum spanning tree problem. - Telma Woerle de Lima; Franz Rothlauf; Alexandre C. B. Delbem (GECCO, 2008)

Reference point based multi-objective evolutionary algorithms for group decisions. - Jella Pfeiffer; Uli Golle; Franz Rothlauf (GECCO, 2008)

Orientation matters: how to efficiently solve ocst problems with problem-specific EAs. - Wolfgang Steitz; Franz Rothlauf (GECCO, 2008)

A genetic algorithm for analyzing choice behavior with mixed decision strategies. - Jella Pfeiffer; Dejan Duzevik; Franz Rothlauf; Koichi Yamamoto (GECCO, 2009)

New insights into the OCST problem: integrating node degrees and their location in the graph. - Wolfgang Steitz; Franz Rothlauf (GECCO, 2009)

On the Relationship between Interactive Decision Aids and Decision Strategies: A Theoretical Analysis. - Jella Pfeiffer; René Riedl; Franz Rothlauf (Wirtschaftsinformatik (2), 2009)

An Encoding in Metaheuristics for the Minimum Communication Spanning Tree Problem. - Franz Rothlauf (INFORMS J. Comput., 2009)

On Optimal Solutions for the Optimal Communication Spanning Tree Problem. - Franz Rothlauf (Oper. Res., 2009)

On the Bias and Performance of the Edge-Set Encoding. - Franz Rothlauf (IEEE Trans. Evol. Comput., 2009)

Solving OCST problems with problem-specific guided local search. - Wolfgang Steitz; Franz Rothlauf (GECCO, 2010)

Analysis and design of sequencing rules for car sequencing. - Uli Golle; Nils Boysen; Franz Rothlauf (Eur. J. Oper. Res., 2010)

Design of Modern Heuristics - Franz Rothlauf (Springer, 2011)

Analysis of properties of recombination operators proposed for the node-depth encoding. - Telma Woerle de Lima; Alexandre Cláudio Botazzo Delbem; Franz Rothlauf (GECCO (Companion), 2011)

Guided local search for the optimal communication spanning tree problem. - Wolfgang Steitz; Franz Rothlauf (GECCO (Companion), 2011)

Vehicle routing with compartments: applications, modelling and heuristics. - Ulrich Derigs; Jens Gottlieb; Jochen Kalkoff; Michael Piesche; Franz Rothlauf; Ulrich Vogel (OR Spectr., 2011)

SaaS-Geschäftsmodelle: Alle gleich, alle verschieden? - Claus-Peter H. Ernst; Franz Rothlauf (MKWI, 2012)

Potenzielle Erfolgsfaktoren von SaaS-Unternehmen. - Claus-Peter H. Ernst; Franz Rothlauf (MKWI, 2012)

Using penalties instead of rewards: Solving OCST problems with guided local search. - Wolfgang Steitz; Franz Rothlauf (Swarm Evol. Comput., 2012)

Edge Orientation and the Design of Problem-Specific Crossover Operators for the OCST Problem. - Wolfgang Steitz; Franz Rothlauf (IEEE Trans. Evol. Comput., 2012)

The Influence of Perceived Belonging on Social Network Site Adoption. - Claus-Peter H. Ernst; Jella Pfeiffer; Franz Rothlauf (AMCIS, 2013)

Entwicklung eines Autorenwerkzeuges für digitale, multimediale und interaktive Lernbausteine im Web 2.0. - Michael Hielscher; Werner Hartmann; Franz Rothlauf (DeLFI, 2013)

Structural difficulty in grammatical evolution versus genetic programming. - Ann Thorhauer; Franz Rothlauf (GECCO, 2013)

Integrating Keyword Advertising and Dynamic Pricing for an Online Market Place. - Thomas Goertz; Jella Pfeiffer; Henning Schmidt; Franz Rothlauf (OR, 2013)

An implicitly parallel EDA based on restricted boltzmann machines. - Malte Probst; Franz Rothlauf; Jörn Grahl (GECCO, 2014)

Minimally Restrictive Decision Support Systems. - Jella Pfeiffer; Izak Benbasat; Franz Rothlauf (ICIS, 2014)

On the Locality of Standard Search Operators in Grammatical Evolution. - Ann Thorhauer; Franz Rothlauf (PPSN, 2014)

Model-Based Decision Support in Manufacturing and Service Networks. - Andreas Fink; Natalia Kliewer; Dirk C. Mattfeld; Lars Mönch; Franz Rothlauf; Guido Schryen; Leena Suhl; Stefan Voß 001 (Bus. Inf. Syst. Eng., 2014)

Problem Complexity in Parallel Problem Solving. - Sebastian Herrmann; Jörn Grahl; Franz Rothlauf (CoRR, 2014)

Car sequencing versus mixed-model sequencing: A computational study. - Uli Golle; Franz Rothlauf; Nils Boysen (Eur. J. Oper. Res., 2014)

Modellbasierte Entscheidungsunterstützung in Produktions- und Dienstleistungsnetzwerken. - Andreas Fink; Natalia Kliewer; Dirk C. Mattfeld; Lars Mönch; Franz Rothlauf; Guido Schryen; Leena Suhl; Stefan Voß 001 (Wirtschaftsinf., 2014)

Proposing a Research Model for Slot Machine Usage. - Claus-Peter H. Ernst; Christoph Hock; Franz Rothlauf (AMCIS, 2015)

Privacy Protecting Behavior in Social Network Sites. - Claus-Peter H. Ernst; Jella Pfeiffer; Franz Rothlauf (AMCIS, 2015)

The Influence of Social Curiosity on the Observing Behavior of Users on Social Network Sites. - Claus-Peter H. Ernst; Jella Pfeiffer; Franz Rothlauf (AMCIS, 2015)

Predicting Heuristic Search Performance with PageRank Centrality in Local Optima Networks. - Sebastian Herrmann; Franz Rothlauf (GECCO, 2015)

On the Bias of Syntactic Geometric Recombination in Genetic Programming and Grammatical Evolution. - Ann Thorhauer; Franz Rothlauf (GECCO, 2015)

Iterative beam search for car sequencing. - Uli Golle; Franz Rothlauf; Nils Boysen (Ann. Oper. Res., 2015)

Training a Restricted Boltzmann Machine for Classification by Labeling Model Samples. - Malte Probst; Franz Rothlauf (CoRR, 2015)

Deep Boltzmann Machines in Estimation of Distribution Algorithms for Combinatorial Optimization. - Malte Probst; Franz Rothlauf (CoRR, 2015)

Design of Representations and Search Operators. - Franz Rothlauf (Handbook of Computational Intelligence, 2015)

Communities of Local Optima as Funnels in Fitness Landscapes. - Sebastian Herrmann; Gabriela Ochoa; Franz Rothlauf (GECCO, 2016)

Antecedents of Willingness to Share Information in Supply Chain IS. - Enis Celik; Claus-Peter H. Ernst; Franz Rothlauf (MKWI, 2016)

Social Network Sites: The Influence of the Number of Friends on Social Capital. - Jessica Wimmer; Claus-Peter H. Ernst; Sebastian Herrmann; Franz Rothlauf (MKWI, 2016)

Coarse-Grained Barrier Trees of Fitness Landscapes. - Sebastian Herrmann; Gabriela Ochoa; Franz Rothlauf (PPSN, 2016)

Strategies and Influencing Factors for Big Data Exploration. - Christian Bremser; Gunther Piller; Franz Rothlauf (AMCIS, 2017)

Efficiency improvement of DC∗ through a Genetic Guidance. - Ciro Castiello; Corrado Mencar; Marco Lucarelli; Franz Rothlauf (FUZZ-IEEE, 2017)

Shaping communities of local optima by perturbation strength. - Sebastian Herrmann; Matthias Herrmann; Gabriela Ochoa; Franz Rothlauf (GECCO, 2017)

Scalability of using Restricted Boltzmann Machines for combinatorial optimization. - Malte Probst; Franz Rothlauf; Jörn Grahl (Eur. J. Oper. Res., 2017)

Using PageRank for non-personalized default rankings in dynamic markets. - Michael Scholz; Jella Pfeiffer; Franz Rothlauf (Eur. J. Oper. Res., 2017)

On the Non-uniform Redundancy of Representations for Grammatical Evolution: The Influence of Grammars. - Dirk Schweim; Ann Thorhauer; Franz Rothlauf (Handbook of Grammatical Evolution, 2018)

How to start with big data - a multiple case study. - Christian Bremser; Gunther Piller; Franz Rothlauf (Bled eConference, 2018)

An analysis of the bias of variation operators of estimation of distribution programming. - Dirk Schweim; Franz Rothlauf (GECCO, 2018)

CovSel: A new approach for ensemble selection applied to symbolic regression problems. - Dominik Sobania; Franz Rothlauf (GECCO, 2018)

Vorgehensweisen zur Einführung von Big Data in Unternehmen. - Christian Bremser; Gunther Piller; Franz Rothlauf (MKWI, 2018)

PageRank centrality for performance prediction: the impact of the local optima network model. - Sebastian Herrmann; Gabriela Ochoa; Franz Rothlauf (J. Heuristics, 2018)

How Smart Cities Explore New Technologies. - Christian Bremser; Gunther Piller; Franz Rothlauf (BIR, 2019)

Teaching GP to program like a human software developer: using perplexity pressure to guide program synthesis approaches. - Dominik Sobania; Franz Rothlauf (GECCO, 2019)

On the role of non-effective code in linear genetic programming. - Léo Françoso Dal Piccol Sotto; Franz Rothlauf (GECCO, 2019)

On the Role of Social Comparison Processes in Gamified Work Situations. - Martin Huschens; Franz Rothlauf; Ricarda Rothe (HICSS, 2019)

On the Disadvantages of Rented Software with Regard to Psychological Ownership in the Context of Private Customers. - Dirk Weitzel; Claus-Peter H. Ernst; Franz Rothlauf (AMCIS, 2020)

Challenges of Program Synthesis with Grammatical Evolution. - Dominik Sobania; Franz Rothlauf (EuroGP, 2020)

DAE-GP: denoising autoencoder LSTM networks as probabilistic models in estimation of distribution genetic programming. - David Wittenberg; Franz Rothlauf; Dirk Schweim (GECCO, 2020)

The crowd against the few: Measuring the impact of expert recommendations. - Nils Herm-Stapelberg; Franz Rothlauf (Decis. Support Syst., 2020)

Harmless Overfitting: Using Denoising Autoencoders in Estimation of Distribution Algorithms. - Malte Probst; Franz Rothlauf (J. Mach. Learn. Res., 2020)

idea-AI: Developing a Method for the Systematic Identification of AI Use Cases. - Matthias Brunnbauer; Gunther Piller; Franz Rothlauf (AMCIS, 2021)

How Companies Develop a Culture for Digital Innovation: A Multiple-Case Study. - Patrizia Orth; Gunther Piller; Franz Rothlauf (BIR, 2021)

Improving estimation of distribution genetic programming with novelty initialization. - Christian Olmscheid; David Wittenberg; Dominik Sobania; Franz Rothlauf (GECCO Companion, 2021)

Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution. - Dirk Schweim; Erik Hemberg; Dominik Sobania; Una-May O'Reilly; Franz Rothlauf (GECCO Companion, 2021)

On sampling error in evolutionary algorithms. - Dirk Schweim; David Wittenberg; Franz Rothlauf (GECCO Companion, 2021)

A generalizability measure for program synthesis with genetic programming. - Dominik Sobania; Franz Rothlauf (GECCO, 2021)

Individual Rank and Response: Survey-Based Evidence on the Effects of Rank-Based Performance Feedback. - Martin Huschens; Claus-Peter H. Ernst; Franz Rothlauf (HICSS, 2021)

Techno-Eustress: The Impact of Perceived Usefulness and Perceived Ease of Use on the Perception of Work-Related Stressors. - Julia Theresia Zielonka; Franz Rothlauf (HICSS, 2021)

Challenge Accepted: On the Juxtaposed Effect of the Appraisal of Social Media as Challenge and Hindrance Stressors on the Perception of Eustress and Distress. - Julia Theresia Zielonka; Franz Rothlauf (PACIS, 2021)

Recent Developments in Program Synthesis with Evolutionary Algorithms. - Dominik Sobania; Dirk Schweim; Franz Rothlauf (CoRR, 2021)

Technostress Revisited at Work-From-Home: The Impact of Technostress Creators on the Perception of Eustress Moderated by Work-Home-Conflict and Job Satisfaction. - Julia Theresia Zielonka; Rebecca Maria Heigl; Franz Rothlauf (AMCIS, 2022)

Efficient Access Control to Parking Space for Different Customer Segments. - Thomas Müller 015; Gunther Piller; Franz Rothlauf (DB&IS, 2022)

Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis. - Dirk Schweim; Dominik Sobania; Franz Rothlauf (CEC, 2022)

On the Role of Envy in the Technostress Process in the Context of Social Media Use. - Julia Theresia Zielonka; Franz Rothlauf (ECIS, 2022)

Program Synthesis with Genetic Programming: The Influence of Batch Sizes. - Dominik Sobania; Franz Rothlauf (EuroGP, 2022)

Choose your programming copilot: a comparison of the program synthesis performance of github copilot and genetic programming. - Dominik Sobania; Martin Briesch; Franz Rothlauf (GECCO, 2022)

Analyzing optimized constants in genetic programming on a real-world regression problem. - Dominik Sobania; Martin Briesch; David Wittenberg; Franz Rothlauf (GECCO Companion, 2022)

Program synthesis with evolutionary algorithms: Status quo: hot off the press track (GECCO 2022). - Dominik Sobania; Dirk Schweim; Franz Rothlauf (GECCO Companion, 2022)

Denoising autoencoder genetic programming for real-world symbolic regression. - David Wittenberg; Franz Rothlauf (GECCO Companion, 2022)

You Perceive What You Believe: The Impact of Psychological Beliefs on Perceived Technostress. - Julia Theresia Zielonka; Franz Rothlauf (HICSS, 2022)

From Block to TOE: Analyzing Opportunities of Blockchain Technologies in the Automotive Industry. - Julia Theresia Zielonka; Rebecca Maria Heigl; Franz Rothlauf (ICIS, 2022)

The Randomness of Input Data Spaces is an A Priori Predictor for Generalization. - Martin Briesch; Dominik Sobania; Franz Rothlauf (KI, 2022)

Top-Down or Explorative? A Case Study on the Identification of AI Use Cases. - Matthias Brunnbauer; Gunther Piller; Franz Rothlauf (PACIS, 2022)

An Analysis of the Influence of Noneffective Instructions in Linear Genetic Programming. - Léo Françoso Dal Piccol Sotto; Franz Rothlauf; Vinícius Veloso de Melo; Márcio P. Basgalupp (Evol. Comput., 2022)

Genetic programming for iterative numerical methods. - Dominik Sobania; Jonas Schmitt; Harald Köstler; Franz Rothlauf (Genet. Program. Evolvable Mach., 2022)

On sampling error in genetic programming. - Dirk Schweim; David Wittenberg; Franz Rothlauf (Nat. Comput., 2022)

A Matter of Trust: How Trust in AI-Based Systems Changes During Interaction. - Marc Christoph de Zoeten; Claus-Peter H. Ernst; Franz Rothlauf (AMCIS, 2023)

MTGP: Combining Metamorphic Testing and Genetic Programming. - Dominik Sobania; Martin Briesch; Philipp Röchner; Franz Rothlauf (EuroGP, 2023)

Small Solutions for Real-World Symbolic Regression Using Denoising Autoencoder Genetic Programming. - David Wittenberg; Franz Rothlauf (EuroGP, 2023)

On the Trade-Off between Population Size and Number of Generations in GP for Program Synthesis. - Martin Briesch; Dominik Sobania; Franz Rothlauf (GECCO Companion, 2023)

Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems. - Alina Geiger; Dominik Sobania; Franz Rothlauf (GECCO, 2023)

Representations for Evolutionary Algorithms. - Franz Rothlauf (GECCO Companion, 2023)

Disentangling Technostress in Social Streaming Services: The Impact of Perceived Eustress and Distress on User Participation and Engagement. - Julia Theresia Zielonka; Franz Rothlauf (ICIS, 2023)

Activities to Build a Digital Corporate Culture-A Multiple-case Study on the Prerequisites for Digital Innovation. - Patrizia Orth; Gunther Piller; Franz Rothlauf (PACIS, 2023)

Do You Trust ChatGPT? - Perceived Credibility of Human and AI-Generated Content. - Martin Huschens; Martin Briesch; Dominik Sobania; Franz Rothlauf (CoRR, 2023)

Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop. - Martin Briesch; Dominik Sobania; Franz Rothlauf (CoRR, 2023)

A Comprehensive Survey on Program Synthesis With Evolutionary Algorithms. - Dominik Sobania; Dirk Schweim; Franz Rothlauf (IEEE Trans. Evol. Comput., 2023)

Denoising autoencoder genetic programming: strategies to control exploration and exploitation in search. - David Wittenberg; Franz Rothlauf; Christian Gagné 001 (Genet. Program. Evolvable Mach., 2023)

The Effect of Explainable AI on AI-Trust and Its Antecedents over the Course of an Interaction. - Marc Christoph de Zoeten; Claus-Peter H. Ernst; Franz Rothlauf (ECIS, 2024)

A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems. - Alina Geiger; Dominik Sobania; Franz Rothlauf (EuroGP, 2024)

Improving Lexicase Selection with Informed Down-Sampling. - Martin Briesch; Ryan Boldi; Dominik Sobania; Alexander Lalejini; Thomas Helmuth; Franz Rothlauf; Charles Ofria; Lee Spector (GECCO Companion, 2024)

Comparison of Imputation Methods for Categorical Real-World Prostate Cancer Data with Natural Order. - Franz Rothlauf (MIE, 2024)

On Entity Embeddings for Ordinal Features as Representation Learning in Recurrence Prediction of Urothelial Bladder Cancer. - Louisa Schwarz; Franz Rothlauf (MIE, 2024)

Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers. - Philipp Röchner; Henrique O. Marques; Ricardo J. G. B. Campello; Arthur Zimek; Franz Rothlauf (SISAP, 2024)

Lexicase-based Selection Methods with Down-sampling for Symbolic Regression Problems: Overview and Benchmark. - Alina Geiger; Dominik Sobania; Franz Rothlauf (CoRR, 2024)

Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers (Extended Version). - Philipp Röchner; Henrique O. Marques; Ricardo J. G. B. Campello; Arthur Zimek; Franz Rothlauf (CoRR, 2024)

ComfyGI: Automatic Improvement of Image Generation Workflows. - Dominik Sobania; Martin Briesch; Franz Rothlauf (CoRR, 2024)

Informed Down-Sampled Lexicase Selection: Identifying Productive Training Cases for Efficient Problem Solving. - Ryan Boldi; Martin Briesch; Dominik Sobania; Alexander Lalejini; Thomas Helmuth; Franz Rothlauf; Charles Ofria; Lee Spector (Evol. Comput., 2024)

Using machine learning to link electronic health records in cancer registries: On the tradeoff between linkage quality and manual effort. - Philipp Röchner; Franz Rothlauf (Int. J. Medical Informatics, 2024)

On relevant features for the recurrence prediction of urothelial carcinoma of the bladder. - Louisa Schwarz; Dominik Sobania; Franz Rothlauf (Int. J. Medical Informatics, 2024)

Was Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection. - Alina Geiger; Martin Briesch; Dominik Sobania; Franz Rothlauf (EuroGP, 2025)

Transformer Semantic Genetic Programming for Symbolic Regression. - Philipp Anthes; Dominik Sobania; Franz Rothlauf (GECCO, 2025)

ImageBreeder: Guiding Diffusion Models with Evolutionary Computation. - Dominik Sobania; Martin Briesch; Franz Rothlauf (GECCO, 2025)

Evaluating robustly standardized explainable anomaly detection of implausible variables in cancer data. - Philipp Röchner; Franz Rothlauf (J. Am. Medical Informatics Assoc., 2025)

Key Activities in the Early Stage of Digital Innovation: Insights from a Multiple-Case Study. - Patrizia Orth; Gunther Piller; Franz Rothlauf (Inf. Syst. Manag., 2025)

We Need to Rethink Benchmarking in Anomaly Detection. - Philipp Röchner; Simon Klüttermann; Franz Rothlauf; Daniel Schlör (CoRR, 2025)

A Comparison of Large Language Models and Genetic Programming for Program Synthesis. - Dominik Sobania; Justyna Petke; Martin Briesch; Franz Rothlauf (IEEE Trans. Evol. Comput., 2025)