Frank Klawonn

ORCID

Publication Activity (10 Years)

Years Active: 1990-2022
Publications (10 Years): 25

Top Venues

Braunschweig University of Technology, Germany (PHD)

Education History

Braunschweig University of Technology, Germany

PHD

Publications

Sigrun May, Sven Hartmann, Frank Klawonn
Combined Pruning for Nested Cross-Validation to Accelerate Automated Hyperparameter Optimization for Embedded Feature Selection in High-Dimensional Data with Very Small Sample Sizes. CoRR (2022)
Frank Klawonn
Editorial: Making an impact. Integr. Comput. Aided Eng. 29 (1) (2022)
Kai Vahldiek, Bernd Rüger, Frank Klawonn
Leakages in District Heating Networks - Model-Based Data Set Quality Assessment and Localization. Sensors 22 (14) (2022)
Kai Vahldiek, Libing Zhou, Wenfeng Zhu, Frank Klawonn
Development of a data generator for multivariate numerical data with arbitrary correlations and distributions. Intell. Data Anal. 25 (4) (2021)
Fabian Kai-Dietrich Noering, Konstantin Jonas, Frank Klawonn
Improving discretization based pattern discovery for multivariate time series by additional preprocessing. Intell. Data Anal. 25 (5) (2021)
Fabian Kai-Dietrich Noering, Yannik Schröder, Konstantin Jonas, Frank Klawonn
Pattern discovery in time series using autoencoder in comparison to nonlearning approaches. Integr. Comput. Aided Eng. 28 (3) (2021)
Behzad Salami, Konstantinos Parasyris, Adrián Cristal, Osman S. Unsal, Xavier Martorell, Paul Carpenter, Raúl de la Cruz, Leonardo Bautista-Gomez, Daniel A. Jiménez, Carlos Álvarez, Seyed Saber Nabavi Larimi, Sergi Madonar, Miquel Pericàs, 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, René Griessl, Lennart Tigges, K. Mika, A. Hüffmeier, Marcelo Pasin, Valerio Schiavoni, Isabelly Rocha, Christian Göttel, Pascal Felber
LEGaTO: Low-Energy, Secure, and Resilient Toolset for Heterogeneous Computing. DATE (2020)
Dennis Pierl, Kai Vahldiek, Julia Geißler, Bernd Rüger, Kai Michels, Frank Klawonn, Andreas Nürnberger
Online model- and data-based leakage localization in district heating networks - Impact of random measurement errors. SMC (2020)
Behzad Salami, Konstantinos Parasyris, Adrián Cristal, Osman S. Unsal, Xavier Martorell, Paul Carpenter, Raúl de la Cruz, Leonardo Bautista-Gomez, Daniel A. Jiménez, Carlos Álvarez, S. Nabavi, Sergi Madonar, Miquel Pericàs, 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, D. Odman, Hans Salomonsson, Devdatt P. Dubhashi, Oron Port, Yoav Etsion, Do Le Quoc, Christof Fetzer, Martin Kaiser, Nils Kucza, Jens Hagemeyer, René Griessl, Lennart Tigges, K. Mika, A. Hüffmeier, Th. Jungeblu, Marcelo Pasin, Valerio Schiavoni, Isabelly Rocha, Christian Göttel, Pascal Felber
LEGaTO: Low-Energy, Secure, and Resilient Toolset for Heterogeneous Computing. CoRR (2019)
Adrián Cristal, Osman S. Unsal, Xavier Martorell, Paul Carpenter, Raúl de la Cruz, Leonardo Bautista-Gomez, Daniel Jiménez-González, Carlos Álvarez, Behzad Salami, Sergi Madonar, Miquel Pericàs, Pedro Trancoso, Micha vor dem Berge, Gunnar Billung-Meyer, Stefan Krupop, Wolfgang Christmann, Frank Klawonn, Amani Mihklafi, Tobias Becker, Georgi Gaydadjiev, Hans Salomonsson, Devdatt P. Dubhashi, Oron Port, Yoav Etsion, Vesna Nowack, Christof Fetzer, Jens Hagemeyer, Thorsten Jungeblut, Nils Kucza, Martin Kaiser, Mario Porrmann, Marcelo Pasin, Valerio Schiavoni, Isabelly Rocha, Christian Göttel, Pascal Felber
LEGaTO: towards energy-efficient, secure, fault-tolerant toolset for heterogeneous computing. CF (2018)
Fabian Kai-Dietrich Noering, Konstantin Jonas, Frank Klawonn
Assessment and Adaption of Pattern Discovery Approaches for Time Series Under the Requirement of Time Warping. IDEAL (1) (2018)
Xiaowei Kortum, Lorenz Grigull, Urs Muecke, Werner Lechner, Frank Klawonn
Improving the Decision Support in Diagnostic Systems Using Classifier Probability Calibration. IDEAL (1) (2018)
Daniel Peralta, Christoph Bergmeir, Martin Krone, Marta Galende, Manuel Menéndez, Gregorio Ismael Sainz Palmero, Carlos Martínez Bertrand, Frank Klawonn, José Manuel Benítez
Multiobjective Optimization for Railway Maintenance Plans. J. Comput. Civ. Eng. 32 (3) (2018)
Adrián Cristal, Osman S. Unsal, Xavier Martorell, Paul Carpenter, Raúl de la Cruz, Leonardo Bautista-Gomez, Daniel Jiménez-González, Carlos Álvarez, Behzad Salami, Sergi Madonar, Miquel Pericàs, Pedro Trancoso, Micha vor dem Berge, Gunnar Billung-Meyer, Stefan Krupop, Wolfgang Christmann, Frank Klawonn, Amani Mihklafi, Tobias Becker, Georgi Gaydadjiev, Hans Salomonsson, Devdatt P. Dubhashi, Oron Port, Elad Hadar, Yoav Etsion, Christof Fetzer, Jens Hagemeyer, Thorsten Jungeblut, Nils Kucza, Martin Kaiser, Mario Porrmann, Marcelo Pasin, Valerio Schiavoni, Isabelly Rocha, Christian Göttel, Pascal Felber
LEGaTO: first steps towards energy-efficient toolset for heterogeneous computing. SAMOS (2018)
Xiaowei Kortum, Lorenz Grigull, Werner Lechner, Frank Klawonn
A Dynamic Adaptive Questionnaire for Improved Disease Diagnostics. IDA (2017)
Frank Klawonn
Exploring Data Sets for Clusters and Validating Single Clusters. KES (2016)
Xiaowei Kortum, Lorenz Grigull, Urs Muecke, Werner Lechner, Frank Klawonn
Diagnosis Support for Orphan Diseases: A Case Study Using a Classifier Fusion Method. IDEAL (2016)
Nada Abidi, Raimo Franke, Peter Findeisen, Frank Klawonn
Alignment of time-resolved data from high throughput experiments. J. Bioinform. Comput. Biol. 14 (6) (2016)
Lorenz Grigull, Werner Lechner, Susanne Petri, Katja Kollewe, Reinhard Dengler, Sandra Mehmecke, Ulrike Schumacher, Thomas Lücke, Christiane Schneider-Gold, Cornelia Köhler, Anne-Katrin Güttsches, Xiaowei Kortum, Frank Klawonn
Diagnostic support for selected neuromuscular diseases using answer-pattern recognition and data mining techniques: a proof of concept multicenter prospective trial. BMC Medical Informatics Decis. Mak. 16 (2016)
Tanja Heuer, Ina Schiering, Frank Klawonn, Alexander Gabel, Martin Seeger
Recognizing Time-Efficiently Local Botnet Infections - A Case Study. ARES (2016)
Frank Klawonn, Junxi Wang, Ina Koch, Jörg Eberhard, Mohamed Omar
HAUCA Curves for the Evaluation of Biomarker Pilot Studies with Small Sample Sizes and Large Numbers of Features. IDA (2016)
Natalia Novoselova, Junxi Wang, Frank Klawonn
Optimized leaf ordering with class labels for hierarchical clustering. J. Bioinform. Comput. Biol. 13 (4) (2015)
Roland Winkler, Frank Klawonn, Rudolf Kruse
Prototype Based Fuzzy Clustering Algorithms in High-Dimensional Feature Spaces. A Passion for Fuzzy Sets (2015)
Frank Klawonn, Rudolf Kruse, Roland Winkler
Fuzzy clustering: More than just fuzzification. Fuzzy Sets Syst. 281 (2015)
Xiaowei Zhang, Frank Klawonn, Lorenz Grigull, Werner Lechner
VoQs: A Web Application for Visualization of Questionnaire Surveys. IDA (2015)
Olga Montvida, Frank Klawonn
Relative cost curves: An alternative to AUC and an extension to 3-class problems. Kybernetika 50 (5) (2014)
Natalia Novoselova, Cristina Della Beffa, Junxi Wang, Jialiang Li, Frank Pessler, Frank Klawonn
HUM calculator and HUM package for R: easy-to-use software tools for multicategory receiver operating characteristic analysis. Bioinform. 30 (11) (2014)
Rudolf Kruse, Detlef D. Nauck, Frank Klawonn
Reasoning with Mass Distributions CoRR (2013)
Frank Klawonn, Werner Lechner, Lorenz Grigull
Case-Centred Multidimensional Scaling for Classification Visualisation in Medical Diagnosis. HIS (2013)
Ulrich Bodenhofer, Martin Krone, Frank Klawonn
Testing noisy numerical data for monotonic association. Inf. Sci. 245 (2013)
Frank Klawonn
What Can Fuzzy Cluster Analysis Contribute to Clustering of High-Dimensional Data? WILF (2013)
Kemal Ince, Frank Klawonn
Handling Different Levels of Granularity within Naive Bayes Classifiers. IDEAL (2013)
Frank Klawonn, Balasubramaniam Jayaram, Katja Crull, Akiko Kukita, Frank Pessler
Analysis of contingency tables based on generalised median polish with power transformations and non-additive models. Health Inf. Sci. Syst. 1 (1) (2013)
Frank Klawonn, Philippe Smets
The Dynamic of Belief in the Transferable Belief Model and Specialization-Generalization Matrices CoRR (2013)
Katharina Tschumitschew, Frank Klawonn
High against Low Quantile Comparison for Biomarker and Classifier Evaluation. IDEAL (2013)
Nada Abidi, Frank Klawonn, Jörg Oliver Thumfart
Time Point Estimation of a Single Sample from High Throughput Experiments Based on Time-Resolved Data and Robust Correlation Measures. IDA (2013)
Martin Krone, Frank Klawonn, Balasubramaniam Jayaram
RaCoCl: Robust rank correlation based clustering - An exploratory study for high-dimensional data. FUZZ-IEEE (2013)
Frank Klawonn, Katja Crull, Akiko Kukita, Frank Pessler
Median Polish with Power Transformations as an Alternative for the Analysis of Contingency Tables with Patient Data. HIS (2012)
Frank Klawonn, Frank Höppner, Balasubramaniam Jayaram
What are Clusters in High Dimensions and are they Difficult to Find? CHDD (2012)
Balasubramaniam Jayaram, Frank Klawonn
Can unbounded distance measures mitigate the curse of dimensionality? Int. J. Data Min. Model. Manag. 4 (4) (2012)
Balasubramaniam Jayaram, Frank Klawonn
Generalised Median Polish Based on Additive Generators. SMPS (2012)
Christoph Gernert, Evelin Berger, Frank Klawonn, Lothar Jänsch
Tackling Misleading Peptide Regulation Fold Changes in Quantitative Proteomics. PACBB (2012)
Frank Klawonn, Nada Abidi, Evelin Berger, Lothar Jänsch
Curve Fitting for Short Time Series Data from High Throughput Experiments with Correction for Biological Variation. IDA (2012)
Frank Klawonn
Significance tests to identify regulated proteins based on a large number of small samples. Kybernetika 48 (3) (2012)
Thorsten Johl, Manfred Nimtz, Lothar Jänsch, Frank Klawonn
Detecting Glycosylations in Complex Samples. AIAI (1) (2012)
Martin Krone, Frank Klawonn, Thorsten Lührs, Christiane Ritter
Identification of Nuclear Magnetic Resonance Signals via Gaussian Mixture Decomposition. IDA (2011)
Natalia Novoselova, Frank Klawonn, Thorsten Johl, Tobias Reinl, Lothar Jänsch
Identification of Peptides with Deviating Regulation Factors Using a Robust Clustering Scheme. PACBB (2011)
Claudia Pommerenke, Benedikt Friedrich, Thorsten Johl, Lothar Jänsch, Susanne Häussler, Frank Klawonn
A Modified Apriori Algorithm for Analysing High-Dimensional Gene Data. IDEAL (2011)
Olga Georgieva, Katharina Tschumitschew, Frank Klawonn
Cluster Validity Measures Based on the Minimum Description Length Principle. KES (1) (2011)
Christoph Gernert, Frank Klawonn, Lothar Jänsch
SignalNet: Visualization of Signal Network Responses by Quantitative Proteome Data. IDEAL (2011)
Roland Winkler, Frank Klawonn, Rudolf Kruse
Fuzzy c-means in High Dimensional Spaces. Int. J. Fuzzy Syst. Appl. 1 (1) (2011)
Roland Winkler, Frank Klawonn, Rudolf Kruse
M-Estimator induced Fuzzy Clustering Algorithms. EUSFLAT Conf. (2011)
Frank Klawonn, Frank Höppner, Sigrun May
An Alternative to ROC and AUC Analysis of Classifiers. IDA (2011)
Martin Krone, Frank Klawonn
Rank Correlation Coefficient Correction by Removing Worst Cases. IPMU (1) (2010)
Katharina Tschumitschew, Frank Klawonn, Nils Obermöller, Wolfhard Lawrenz
Visualisation of Test Coverage for Conformance Tests of Low Level Communication Protocols. KES (2) (2010)
Roland Winkler, Frank Klawonn, Rudolf Kruse
Problems of Fuzzy c-Means Clustering and Similar Algorithms with High Dimensional Data Sets. GfKl (2010)
Katharina Tschumitschew, Detlef D. Nauck, Frank Klawonn
A Classification Algorithm for Process Sequences Based on Markov Chains and Bayesian Networks. KES (1) (2010)
Katharina Tschumitschew, Frank Klawonn
Incremental quantile estimation. Evol. Syst. 1 (4) (2010)
Frank Klawonn, Torsten Wüstefeld, Lars Zender
Statistical Modelling for Data from Experiments with Short Hairpin RNAs. IDA (2010)
Kemal Ince, Frank Klawonn
Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity. IPMU (2010)
Frank Klawonn, Detlef D. Nauck, Katharina Tschumitschew
Measuring and Visualising Similarity of Customer Satisfaction Profiles for Different Customer Segments. HAIS (2009)
Frank Höppner, Frank Klawonn
Compensation of Translational Displacement in Time Series Clustering Using Cross Correlation. IDA (2009)
Katharina Tschumitschew, Frank Klawonn
AVEDA: Statistical Tests for Finding Interesting Visualisations. KES (1) (2009)
Claudia Hundertmark, R. Fischer, Tobias Reinl, Sigrun May, Frank Klawonn, Lothar Jänsch
MS-specific noise model reveals the potential of iTRAQ in quantitative proteomics. Bioinform. 25 (8) (2009)
Claudia Hundertmark, Frank Klawonn
Clustering Likelihood Curves: Finding Deviations from Single Clusters. HAIS (2008)
Frank Rehm, Frank Klawonn
Improving Angle Based Mappings. ADMA (2008)
Olga Georgieva, Frank Klawonn
Dynamic data assigning assessment clustering of streaming data. Appl. Soft Comput. 8 (4) (2008)
Katharina Tschumitschew, Frank Klawonn, Frank Höppner, Vitaliy Kolodyazhniy
Landscape Multidimensional Scaling. IDA (2007)
Ulrich Bodenhofer, Frank Klawonn
Towards a Robust Rank Correlation Measure for Numerical Observations on the Basis of Fuzzy Orderings. EUSFLAT Conf. (1) (2007)
Ulrich Bodenhofer, Eyke Hüllermeier, Frank Klawonn, Rudolf Kruse
Special Issue on Soft Computing for Information Mining. Soft Comput. 11 (5) (2007)
Frank Rehm, Frank Klawonn, Rudolf Kruse
Visualization of Fuzzy Classifiers. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 15 (5) (2007)
Frank Rehm, Frank Klawonn, Rudolf Kruse
A Novel Approach to Noise Clustering for Outlier Detection. Soft Comput. 11 (5) (2007)
Claudia Choi, Claudia Hundertmark, Bernhard Thielen, Beatrice Benkert, Richard Münch, Max Schobert, Dietmar Schomburg, Dieter Jahn, Frank Klawonn
Analysis of metabolome data by a maximum likelihood approach. BMC Syst. Biol. 1 (S-1) (2007)
Arup Kumar Nandi, Frank Klawonn
Detecting Ambiguities in Regression Problems using TSK Models. Soft Comput. 11 (5) (2007)
Frank Klawonn, Claudia Choi, Beatrice Benkert, Bernhard Thielen, Richard Münch, Max Schobert, Dietmar Schomburg, Dieter Jahn
A Likelihood Ratio Test for Differential Metabolic Profiles in Multiple Intensity Measurements. KES (2) (2007)
Eyke Hüllermeier, Frank Klawonn, Andreas Nürnberger
Editorial. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 15 (5) (2007)
Vitaliy Kolodyazhniy, Frank Klawonn, Katharina Tschumitschew
A Neuro-Fuzzy Model for Dimensionality Reduction and its Application. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 15 (5) (2007)
Frank Klawonn, Claudia Hundertmark, Lothar Jänsch
A Maximum Likelihood Approach to Noise Estimation for Intensity Measurements in Biology. ICDM Workshops (2006)
Frank Klawonn, Frank Höppner
Equi-sized, Homogeneous Partitioning. KES (2) (2006)
Frank Rehm, Frank Klawonn, Rudolf Kruse
Visualization of Single Clusters. ICAISC (2006)
Frank Klawonn
Reducing the number of parameters of a fuzzy system using scaling functions. Soft Comput. 10 (9) (2006)
Frank Klawonn
Identifying Single Good Clusters in Data Sets. IWICPAS (2006)
Frank Klawonn, Detlef D. Nauck
Automatically Determine Initial Fuzzy Partitions for Neuro-Fuzzy Classifiers. FUZZ-IEEE (2006)
Frank Klawonn, Plamen P. Angelov
Evolving Extended Naive Bayes Classifiers. ICDM Workshops (2006)
Frank Rehm, Frank Klawonn, Rudolf Kruse
Single Cluster Visualization to Optimize Air Traffic Management. GfKl (2006)
Maurice Scheer, Frank Klawonn, Richard Münch, Andreas Grote, Karsten Hiller, Claudia Choi, Ina Koch, Max Schobert, Elisabeth Härtig, Ulrich Klages, Dieter Jahn
JProGO: a novel tool for the functional interpretation of prokaryotic microarray data using Gene Ontology information. Nucleic Acids Res. 34 (Web-Server-Issue) (2006)
Frank Rehm, Frank Klawonn, Rudolf Kruse
POLARMAP - Efficient Visualisation of High Dimensional Data. IV (2006)
Frank Klawonn
Understanding and Controlling the Membership Degrees in Fuzzy Clustering. GfKl (2005)
Carla S. Möller-Levet, Frank Klawonn, Kwang-Hyun Cho, Hujun Yin, Olaf Wolkenhauer
Clustering of unevenly sampled gene expression time-series data. Fuzzy Sets Syst. 152 (1) (2005)
Olga Georgieva, Frank Klawonn, Katharina Tschumitschew
Noise Clustering via Dynamic Data Assigning Assessment. EUSFLAT Conf. (2005)
Frank Rehm, Frank Klawonn
Learning Methods for Air Traffic Management. ECSQARU (2005)
Arup Kumar Nandi, Frank Klawonn
Detecting and identifying ambiguities in regression problems: An approach using a modified mountain method. Intell. Data Anal. 9 (5) (2005)
Frank Rehm, Frank Klawonn, Rudolf Kruse
: A New Approach for Dimension Reduction to Visualize High Dimensional Data. IDA (2005)
Olga Georgieva, Frank Klawonn, Elisabeth Härtig
Fuzzy Clustering of Macroarray Data. Fuzzy Days (2004)
Arup Kumar Nandi, Frank Klawonn
Detecting ambiguities in regression using TSK models. FUZZ-IEEE (2004)
Ulrich Bodenhofer, Frank Klawonn
A formal study of linearity axioms for fuzzy orderings. Fuzzy Sets Syst. 145 (3) (2004)
Frank Klawonn, Rudolf Kruse
The Inherent Indistinguishability in Fuzzy Systems. Logic versus Approximation (2004)
Frank Höppner, Frank Klawonn
A contribution to convergence theory of fuzzy c-means and derivatives. IEEE Trans. Fuzzy Syst. 11 (5) (2003)
Frank Klawonn, Frank Höppner
An alternative approach to the fuzzifier in fuzzy clustering to obtain better clustering. EUSFLAT Conf. (2003)
Frank Höppner, Frank Klawonn
Improved fuzzy partitions for fuzzy regression models. Int. J. Approx. Reason. 32 (2-3) (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Frank Klawonn