Franz Rothlauf
Orcid: 0000-0003-3376-427XAffiliations:
- University of Mainz, Germany
According to our database1,
Franz Rothlauf
authored at least 161 papers
between 2000 and 2025.
Collaborative distances:
Collaborative distances:
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on orcid.org
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on id.loc.gov
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on d-nb.info
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on dl.acm.org
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Bibliography
2025
CoRR, January, 2025
2024
On relevant features for the recurrence prediction of urothelial carcinoma of the bladder.
Int. J. Medical Informatics, 2024
Using machine learning to link electronic health records in cancer registries: On the tradeoff between linkage quality and manual effort.
Int. J. Medical Informatics, 2024
Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers (Extended Version).
CoRR, 2024
Lexicase-based Selection Methods with Down-sampling for Symbolic Regression Problems: Overview and Benchmark.
CoRR, 2024
Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers.
Proceedings of the Similarity Search and Applications - 17th International Conference, 2024
On Entity Embeddings for Ordinal Features as Representation Learning in Recurrence Prediction of Urothelial Bladder Cancer.
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024
Comparison of Imputation Methods for Categorical Real-World Prostate Cancer Data with Natural Order.
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems.
Proceedings of the Genetic Programming - 27th European Conference, 2024
The Effect of Explainable AI on AI-Trust and Its Antecedents over the Course of an Interaction.
Proceedings of the 32nd European Conference on Information Systems, 2024
2023
Denoising autoencoder genetic programming: strategies to control exploration and exploitation in search.
Genet. Program. Evolvable Mach., December, 2023
IEEE Trans. Evol. Comput., February, 2023
Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop.
CoRR, 2023
CoRR, 2023
Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving.
CoRR, 2023
Activities to Build a Digital Corporate Culture-A Multiple-case Study on the Prerequisites for Digital Innovation.
Proceedings of the 27th Pacific Asia Conference on Information Systems, 2023
Disentangling Technostress in Social Streaming Services: The Impact of Perceived Eustress and Distress on User Participation and Engagement.
Proceedings of the 44th International Conference on Information Systems, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
On the Trade-Off between Population Size and Number of Generations in GP for Program Synthesis.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Small Solutions for Real-World Symbolic Regression Using Denoising Autoencoder Genetic Programming.
Proceedings of the Genetic Programming - 26th European Conference, 2023
Proceedings of the Genetic Programming - 26th European Conference, 2023
Proceedings of the 29th Americas Conference on Information Systems, 2023
2022
Genet. Program. Evolvable Mach., 2022
An Analysis of the Influence of Noneffective Instructions in Linear Genetic Programming.
Evol. Comput., 2022
Proceedings of the 26th Pacific Asia Conference on Information Systems, 2022
Proceedings of the KI 2022: Advances in Artificial Intelligence, 2022
From Block to TOE: Analyzing Opportunities of Blockchain Technologies in the Automotive Industry.
Proceedings of the 43rd International Conference on Information Systems, 2022
You Perceive What You Believe: The Impact of Psychological Beliefs on Perceived Technostress.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Program synthesis with evolutionary algorithms: Status quo: hot off the press track (GECCO 2022).
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Analyzing optimized constants in genetic programming on a real-world regression problem.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Choose your programming copilot: a comparison of the program synthesis performance of github copilot and genetic programming.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the Genetic Programming - 25th European Conference, 2022
Proceedings of the 30th European Conference on Information Systems, 2022
Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
Proceedings of the Digital Business and Intelligent Systems, 2022
Technostress Revisited at Work-From-Home: The Impact of Technostress Creators on the Perception of Eustress Moderated by Work-Home-Conflict and Job Satisfaction.
Proceedings of the 28th Americas Conference on Information Systems, 2022
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.
Proceedings of the 25th Pacific Asia Conference on Information Systems, 2021
Techno-Eustress: The Impact of Perceived Usefulness and Perceived Ease of Use on the Perception of Work-Related Stressors.
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021
Individual Rank and Response: Survey-Based Evidence on the Effects of Rank-Based Performance Feedback.
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Improving estimation of distribution genetic programming with novelty initialization.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the Perspectives in Business Informatics Research, 2021
Proceedings of the 27th Americas Conference on Information Systems, 2021
2020
Harmless Overfitting: Using Denoising Autoencoders in Estimation of Distribution Algorithms.
J. Mach. Learn. Res., 2020
Decis. Support Syst., 2020
DAE-GP: denoising autoencoder LSTM networks as probabilistic models in estimation of distribution genetic programming.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the Genetic Programming - 23rd European Conference, 2020
On the Disadvantages of Rented Software with Regard to Psychological Ownership in the Context of Private Customers.
Proceedings of the 26th Americas Conference on Information Systems, 2020
2019
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Teaching GP to program like a human software developer: using perplexity pressure to guide program synthesis approaches.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Perspectives in Business Informatics Research, 2019
2018
PageRank centrality for performance prediction: the impact of the local optima network model.
J. Heuristics, 2018
Vorgehensweisen zur Einführung von Big Data in Unternehmen.
Proceedings of the Multikonferenz Wirtschaftsinformatik 2018: Data driven X, 2018
CovSel: A new approach for ensemble selection applied to symbolic regression problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
An analysis of the bias of variation operators of estimation of distribution programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the 31st Bled eConference: Digital Transformation: Meeting the Challenges, 2018
On the Non-uniform Redundancy of Representations for Grammatical Evolution: The Influence of Grammars.
Proceedings of the Handbook of Grammatical Evolution, 2018
2017
Eur. J. Oper. Res., 2017
Eur. J. Oper. Res., 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
Proceedings of the 23rd Americas Conference on Information Systems, 2017
2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Social Network Sites: The Influence of the Number of Friends on Social Capital.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2016
Antecedents of Willingness to Share Information in Supply Chain IS.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
2015
Proceedings of the Springer Handbook of Computational Intelligence, 2015
Deep Boltzmann Machines in Estimation of Distribution Algorithms for Combinatorial Optimization.
CoRR, 2015
Training a Restricted Boltzmann Machine for Classification by Labeling Model Samples.
CoRR, 2015
On the Bias of Syntactic Geometric Recombination in Genetic Programming and Grammatical Evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Predicting Heuristic Search Performance with PageRank Centrality in Local Optima Networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
The Influence of Social Curiosity on the Observing Behavior of Users on Social Network Sites.
Proceedings of the 21st Americas Conference on Information Systems, 2015
Proceedings of the 21st Americas Conference on Information Systems, 2015
Proceedings of the 21st Americas Conference on Information Systems, 2015
2014
Modellbasierte Entscheidungsunterstützung in Produktions- und Dienstleistungsnetzwerken.
Wirtschaftsinf., 2014
Eur. J. Oper. Res., 2014
Bus. Inf. Syst. Eng., 2014
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014
Proceedings of the International Conference on Information Systems, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
2013
Proceedings of the Operations Research Proceedings 2013, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Entwicklung eines Autorenwerkzeuges für digitale, multimediale und interaktive Lernbausteine im Web 2.0.
Proceedings of the DeLFI 2013, 2013
Proceedings of the 19th Americas Conference on Information Systems, 2013
2012
Edge Orientation and the Design of Problem-Specific Crossover Operators for the OCST Problem.
IEEE Trans. Evol. Comput., 2012
Swarm Evol. Comput., 2012
Potenzielle Erfolgsfaktoren von SaaS-Unternehmen.
Proceedings of the Multikonferenz Wirtschaftsinformatik 2012: Tagungsband der MKWI 2012, Braunschweig, Germany, February 29, 2012
SaaS-Geschäftsmodelle: Alle gleich, alle verschieden?
Proceedings of the Multikonferenz Wirtschaftsinformatik 2012: Tagungsband der MKWI 2012, Braunschweig, Germany, February 29, 2012
2011
OR Spectr., 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Analysis of properties of recombination operators proposed for the node-depth encoding.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Natural Computing Series, Springer, ISBN: 978-3-540-72961-7, 2011
2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
2009
IEEE Trans. Evol. Comput., 2009
Oper. Res., 2009
INFORMS J. Comput., 2009
On the Relationship between Interactive Decision Aids and Decision Strategies: A Theoretical Analysis.
Proceedings of the Business Services: Konzepte, 2009
New insights into the OCST problem: integrating node degrees and their location in the graph.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
2008
Orientation matters: how to efficiently solve ocst problems with problem-specific EAs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
The node-depth encoding: analysis and application to the bounded-diameter minimum spanning tree problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Second International Conference on Complex, 2008
Proceedings of the Learning from the past & charting the future of the discipline. 14th Americas Conference on Information Systems, 2008
2007
Proceedings of the eOrganisation: Service-, Prozess-, Market-Engineering: 8. Internationale Tagung Wirtschaftsinformatik, 2007
Critical Success Factors for Mobile Field Service Applications: A Case Research.
Proceedings of the eOrganisation: Service-, Prozess-, Market-Engineering: 8. Internationale Tagung Wirtschaftsinformatik, 2007
Proceedings of the Software Engineering Approaches for Offshore and Outsourced Development, 2007
Greedy Heuristics and Weight-Coded EAs for Multidimensional Knapsack Problems and Multi-Unit Combinatorial Auctions.
Proceedings of the Operations Research, 2007
An Evaluation Method for Requirements Engineering Approaches in Distributed Software Development Projects.
Proceedings of the Second International Conference on Software Engineering Advances (ICSEA 2007), 2007
Analysis of greedy heuristics and weight-coded eas for multidimensional knapsack problems and multi-unit combinatorial auctions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Games, 2007
Proceedings of the Reaching New Heights. 13th Americas Conference on Information Systems, 2007
2006
Evaluation of a Multi-Agent System for Hospital Patient Scheduling.
Int. Trans. Syst. Sci. Appl., 2006
Using Private and Public Context - An Approach for Mobile Discovery and Search Services.
Proceedings of the Mobile Informationssysteme, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Genetic algorithms and mixed integer linear programs for optimal strategies in a student's "sports" activity.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic Programming, 9th European Conference, 2006
Proceedings of the Multiagent Engineering, Theory and Applications in Enterprises., 2006
Proceedings of the Multiagent Engineering, Theory and Applications in Enterprises., 2006
Representations for genetic and evolutionary algorithms (2. ed.).
Springer, ISBN: 978-3-540-25059-3, 2006
2005
Int. J. Comput. Intell. Appl., 2005
Verfahren zur Bestimmung der Zuverlässigkeit von Kommunikationsnetzwerken: Eine Studie zu exakten und approximativen Verfahren.
Proceedings of the Sicherheit 2005: Sicherheit, 2005
CURE: Eine Reparaturheuristik für die Planung ökonomischer und zuverlässiger Kommunikationsnetzwerke mit Hilfe von heuristischen Optimierungsverfahren.
Proceedings of the Kommunikation in Verteilten Systemen (KiVS), 14. ITG/GI-Fachtagung Kommunikation in Verteilten Systemen (KiVS 2005) Kaiserslautern, 28. Februar, 2005
Classification of human decision behavior: finding modular decision rules with genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
Proceedings of the Genetic and Evolutionary Computation, 2004
PolyEDA: Combining Estimation of Distribution Algorithms and Linear Inequality Constraints.
Proceedings of the Genetic and Evolutionary Computation, 2004
Designing Reliable Communication Networks with a Genetic Algorithm Using a Repair Heuristic.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2004
2003
Proceedings of the Genetic and Evolutionary Computation, 2003
Proceedings of the Genetic and Evolutionary Computation, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
2002
Network Random Keys-A Tree Representation Scheme for Genetic and Evolutionary Algorithms.
Evol. Comput., 2002
Binary Representations of Integers and the Performance of Selectorecombinative Genetic Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2002
The Influence Of Binary Representations Of Integers On The Performance Of Selectorecombinative Genetic Algorithms.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Proceedings of the Applications of Evolutionary Computing, 2002
Representations for genetic and evolutionary algorithms.
Studies in Fuzziness and Soft Computing 104, Springer, ISBN: 978-3-540-00610-7, 2002
2001
Konzeption eines Koordinationsmechanismus zur dezentralen Ablaufplanung in medizinischen Behandlungspfaden (MEDPACO).
Proceedings of the Information Age Economy: 5. Internationale Tagung Wirtschaftsinformatik 2001, 2001
Towards a theory of representations for genetic and evolutionary algorithms: development of basic concepts and their application to binary and tree representations.
Proceedings of the Ausgezeichnete Informatikdissertationen 2001, 2001
A Conceptual Approach for Simultaneous Flight Schedule Construction with Genetic Algorithms.
Proceedings of the Applications of Evolutionary Computing, 2001
Proceedings of the Applications of Evolutionary Computing, 2001
Towards a theory of representations for genetic and evolutionary algorithms - development of basic concepts and their application to binary and tree representations.
PhD thesis, 2001
2000
Pruefer Numbers and Genetic Algorithms: A Lesson on How the Low Locality of an Encoding Can Harm the Performance of GAs.
Proceedings of the Parallel Problem Solving from Nature, 2000
Bad Codings and the Utility of Well-Designed Genetic Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000