| 2020 | DATE | LEGaTO: Low-Energy, Secure, and Resilient Toolset for Heterogeneous Computing. | Behzad Salami, Konstantinos Parasyris, Adrin Cristal, Osman S. Unsal, Xavier Martorell, Paul Carpenter, Ral de la Cruz, Leonardo Bautista-Gomez, Daniel A. Jimnez, Carlos lvarez, Seyed Saber Nabavi Larimi, Sergi Madonar, Miquel Perics, Pedro Trancoso, Mustafa Abduljabbar, Jing Chen, Pirah Noor Soomro, Madhavan Manivannan, Micha vor dem Berge, Stefan Krupop, Frank Klawonn, Al Mekhlafi, Sigrun May, Tobias Becker, Georgi Gaydadjiev, Hans Salomonsson, Devdatt P. Dubhashi, Oron Port, Yoav Etsion, Do Le Quoc, Christof Fetzer, Martin Kaiser, Nils Kucza, Jens Hagemeyer, Ren Griessl, Lennart Tigges, Kevin Mika, A. Hffmeier, Marcelo Pasin, Valerio Schiavoni, Isabelly Rocha, Christian Gttel, Pascal Felber |
| 2020 | SMC | Online model- and data-based leakage localization in district heating networks - Impact of random measurement errors. | Dennis Pierl, Kai Vahldiek, Julia Geiler, Bernd Rger, Kai Michels, Frank Klawonn, Andreas Nrnberger |
| 2018 | IDEAL | Improving the Decision Support in Diagnostic Systems Using Classifier Probability Calibration. | Xiaowei Kortum, Lorenz Grigull, Urs Muecke, Werner Lechner, Frank Klawonn |
| 2018 | IDEAL | Assessment and Adaption of Pattern Discovery Approaches for Time Series Under the Requirement of Time Warping. | Fabian Kai-Dietrich Noering, Konstantin Jonas, Frank Klawonn |
| 2017 | IDA | A Dynamic Adaptive Questionnaire for Improved Disease Diagnostics. | Xiaowei Kortum, Lorenz Grigull, Werner Lechner, Frank Klawonn |
| 2016 | IDA | HAUCA Curves for the Evaluation of Biomarker Pilot Studies with Small Sample Sizes and Large Numbers of Features. | Frank Klawonn, Junxi Wang, Ina Koch, Jrg Eberhard, Mohamed Omar |
| 2016 | IDEAL | Diagnosis Support for Orphan Diseases: A Case Study Using a Classifier Fusion Method. | Xiaowei Kortum, Lorenz Grigull, Urs Muecke, Werner Lechner, Frank Klawonn |
| 2016 | KES | Exploring Data Sets for Clusters and Validating Single Clusters. | Frank Klawonn |
| 2015 | IDA | VoQs: A Web Application for Visualization of Questionnaire Surveys. | Xiaowei Zhang, Frank Klawonn, Lorenz Grigull, Werner Lechner |
| 2013 | IDA | Time Point Estimation of a Single Sample from High Throughput Experiments Based on Time-Resolved Data and Robust Correlation Measures. | Nada Abidi, Frank Klawonn, Jrg Oliver Thumfart |
| 2013 | IDEAL | Handling Different Levels of Granularity within Naive Bayes Classifiers. | Kemal Ince, Frank Klawonn |
| 2013 | IDEAL | High against Low Quantile Comparison for Biomarker and Classifier Evaluation. | Katharina Tschumitschew, Frank Klawonn |
| 2012 | IDA | Curve Fitting for Short Time Series Data from High Throughput Experiments with Correction for Biological Variation. | Frank Klawonn, Nada Abidi, Evelin Berger, Lothar Jnsch |
| 2012 | PACBB | Tackling Misleading Peptide Regulation Fold Changes in Quantitative Proteomics. | Christoph Gernert, Evelin Berger, Frank Klawonn, Lothar Jnsch |
| 2011 | EUSFLAT | M-Estimator induced Fuzzy Clustering Algorithms. | Roland Winkler, Frank Klawonn, Rudolf Kruse |
| 2011 | IDA | An Alternative to ROC and AUC Analysis of Classifiers. | Frank Klawonn, Frank Hppner, Sigrun May |
| 2011 | IDA | Identification of Nuclear Magnetic Resonance Signals via Gaussian Mixture Decomposition. | Martin Krone, Frank Klawonn, Thorsten Lhrs, Christiane Ritter |
| 2011 | IDEAL | SignalNet: Visualization of Signal Network Responses by Quantitative Proteome Data. | Christoph Gernert, Frank Klawonn, Lothar Jnsch |
| 2011 | IDEAL | A Modified Apriori Algorithm for Analysing High-Dimensional Gene Data. | Claudia Pommerenke, Benedikt Friedrich, Thorsten Johl, Lothar Jnsch, Susanne Hussler, Frank Klawonn |
| 2011 | KES | Cluster Validity Measures Based on the Minimum Description Length Principle. | Olga Georgieva, Katharina Tschumitschew, Frank Klawonn |
| 2011 | PACBB | Identification of Peptides with Deviating Regulation Factors Using a Robust Clustering Scheme. | Natalia Novoselova, Frank Klawonn, Thorsten Johl, Tobias Reinl, Lothar Jnsch |
| 2010 | IPMU | Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity. | Kemal Ince, Frank Klawonn |
| 2010 | IPMU | Rank Correlation Coefficient Correction by Removing Worst Cases. | Martin Krone, Frank Klawonn |
| 2010 | IDA | Statistical Modelling for Data from Experiments with Short Hairpin RNAs. | Frank Klawonn, Torsten Wstefeld, Lars Zender |
| 2010 | KES | Visualisation of Test Coverage for Conformance Tests of Low Level Communication Protocols. | Katharina Tschumitschew, Frank Klawonn, Nils Obermller, Wolfhard Lawrenz |
| 2010 | KES | A Classification Algorithm for Process Sequences Based on Markov Chains and Bayesian Networks. | Katharina Tschumitschew, Detlef D. Nauck, Frank Klawonn |
| 2009 | HAIS | Measuring and Visualising Similarity of Customer Satisfaction Profiles for Different Customer Segments. | Frank Klawonn, Detlef D. Nauck, Katharina Tschumitschew |
| 2009 | IDA | Compensation of Translational Displacement in Time Series Clustering Using Cross Correlation. | Frank Hppner, Frank Klawonn |
| 2009 | KES | AVEDA: Statistical Tests for Finding Interesting Visualisations. | Katharina Tschumitschew, Frank Klawonn |
| 2008 | ADMA | Improving Angle Based Mappings. | Frank Rehm, Frank Klawonn |
| 2008 | HAIS | Clustering Likelihood Curves: Finding Deviations from Single Clusters. | Claudia Hundertmark, Frank Klawonn |
| 2007 | EUSFLAT | Towards a Robust Rank Correlation Measure for Numerical Observations on the Basis of Fuzzy Orderings. | Ulrich Bodenhofer, Frank Klawonn |
| 2007 | IDA | Landscape Multidimensional Scaling. | Katharina Tschumitschew, Frank Klawonn, Frank Hppner, Vitaliy Kolodyazhniy |
| 2007 | KES | A Likelihood Ratio Test for Differential Metabolic Profiles in Multiple Intensity Measurements. | Frank Klawonn, Claudia Choi, Beatrice Benkert, Bernhard Thielen, Richard Mnch, Max Schobert, Dietmar Schomburg, Dieter Jahn |
| 2006 | ICAISC | Visualization of Single Clusters. | Frank Rehm, Frank Klawonn, Rudolf Kruse |
| 2006 | ICDM | Evolving Extended Naive Bayes Classifiers. | Frank Klawonn, Plamen Angelov |
| 2006 | ICDM | A Maximum Likelihood Approach to Noise Estimation for Intensity Measurements in Biology. | Frank Klawonn, Claudia Hundertmark, Lothar Jnsch |
| 2006 | IV | POLARMAP - Efficient Visualisation of High Dimensional Data. | Frank Rehm, Frank Klawonn, Rudolf Kruse |
| 2006 | KES | Equi-sized, Homogeneous Partitioning. | Frank Klawonn, Frank Hppner |
| 2005 | ECSQARU | Learning Methods for Air Traffic Management. | Frank Rehm, Frank Klawonn |
| 2005 | EUSFLAT | Noise Clustering via Dynamic Data Assigning Assessment. | Olga Georgieva, Frank Klawonn, Katharina Tschumitschew |
| 2005 | IDA | MDS | Frank Rehm, Frank Klawonn, Rudolf Kruse |
| 2003 | EUSFLAT | An alternative approach to the fuzzifier in fuzzy clustering to obtain better clustering. | Frank Klawonn, Frank Hppner |
| 2003 | IDA | What Is Fuzzy about Fuzzy Clustering? Understanding and Improving the Concept of the Fuzzifier. | Frank Klawonn, Frank Hppner |
| 2003 | IDA | Fuzzy Clustering of Short Time-Series and Unevenly Distributed Sampling Points. | Carla S. Mller-Levet, Frank Klawonn, Kwang-Hyun Cho, Olaf Wolkenhauer |
| 2001 | IDA | Finding Informative Rules in Interval Sequences. | Frank Hppner, Frank Klawonn |
| 2000 | KES | Obtaining interpretable fuzzy models from fuzzy clustering and fuzzy regression. | Frank Hppner, Frank Klawonn |
| 1999 | EUSFLAT | Fuzzy clustering with weighting of data variables. | Annette Keller, Frank Klawonn |
| 1999 | IDA | Fuzzy Clustering Based on Modified Distance Measures. | Frank Klawonn, Annette Keller |
| 1998 | GI | Regelerzeugung mit Fuzzy-Clusteranalyse. | Annette Keller, Frank Klawonn |
| 1997 | IDA | Mathematical Analysis of Fuzzy Classifiers. | Frank Klawonn, Erich-Peter Klement |
| 1994 | ICEC | Modifications of Genetic Algorithms for Designing and Optimizing Fuzzy Controllers. | Frank Klawonn, Jens Kinzel, Rudolf Kruse |
| 1994 | SAC | A fuzzy controller for idle speed regulation. | Rudolf Kruse, Jrg Gebhardt, Frank Klawonn |
| 1992 | UAI | The Dynamic of Belief in the Transferable Belief Model and Specialization-Generalization Matrices. | Frank Klawonn, Philippe Smets |
| 1991 | ECSQARU | Reasoning with Mass Distributions and the Context Model. | Rudolf Kruse, Jrg Gebhardt, Frank Klawonn |
| 1991 | IJCAI | On a Tool for Reasoning with Mass Distributions. | Rudolf Kruse, Erhard Schwecke, Frank Klawonn |
| 1991 | UAI | Reasoning with Mass Distributions. | Rudolf Kruse, Detlef D. Nauck, Frank Klawonn |