Frank Klawonn
Orcid: 0000-0001-9613-182XAffiliations:
- Helmholtz Centre for Infection Research, Braunschweig, Germany
- Ostfalia University of Applied Sciences, Wolfenbuettel, Germany
According to our database1,
Frank Klawonn
authored at least 151 papers
between 1990 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on zbmath.org
-
on ostfalia.de
-
on orcid.org
-
on id.loc.gov
-
on d-nb.info
On csauthors.net:
Bibliography
2024
An Objective Function-Based Clustering Algorithm with a Closed-Form Solution and Application to Reference Interval Estimation in Laboratory Medicine.
Algorithms, April, 2024
Accelerating value function approximations for dynamic dial-a-ride problems via dimensionality reductions.
Comput. Oper. Res., 2024
2023
Undergraduate Topics in Computer Science, Springer, ISBN: 978-3-031-28134-1, 2023
2022
Leakages in District Heating Networks - Model-Based Data Set Quality Assessment and Localization.
Sensors, 2022
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
2021
Development of a data generator for multivariate numerical data with arbitrary correlations and distributions.
Intell. Data Anal., 2021
Improving discretization based pattern discovery for multivariate time series by additional preprocessing.
Intell. Data Anal., 2021
Pattern discovery in time series using autoencoder in comparison to nonlearning approaches.
Integr. Comput. Aided Eng., 2021
2020
Guide to Intelligent Data Science - How to Intelligently Make Use of Real Data, Second Edition
Texts in Computer Science, Springer, ISBN: 978-3-030-45573-6, 2020
Online model- and data-based leakage localization in district heating networks - Impact of random measurement errors.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020
2019
CoRR, 2019
2018
J. Comput. Civ. Eng., 2018
Proceedings of the 18th International Conference on Embedded Computer Systems: Architectures, 2018
Assessment and Adaption of Pattern Discovery Approaches for Time Series Under the Requirement of Time Warping.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Improving the Decision Support in Diagnostic Systems Using Classifier Probability Calibration.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
LEGaTO: towards energy-efficient, secure, fault-tolerant toolset for heterogeneous computing.
Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018
2017
Proceedings of the Advances in Intelligent Data Analysis XVI, 2017
2016
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., 2016
J. Bioinform. Comput. Biol., 2016
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016
Diagnosis Support for Orphan Diseases: A Case Study Using a Classifier Fusion Method.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2016, 2016
HAUCA Curves for the Evaluation of Biomarker Pilot Studies with Small Sample Sizes and Large Numbers of Features.
Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016
Proceedings of the 11th International Conference on Availability, Reliability and Security, 2016
2015
J. Bioinform. Comput. Biol., 2015
Proceedings of the Advances in Intelligent Data Analysis XIV, 2015
Proceedings of the Enric Trillas: A Passion for Fuzzy Sets, 2015
2014
Kybernetika, 2014
HUM calculator and HUM package for R: easy-to-use software tools for multicategory receiver operating characteristic analysis.
Bioinform., 2014
2013
A New Distance Function for Prototype Based Clustering Algorithms in High Dimensional Spaces.
Proceedings of the Statistical Models for Data Analysis, 2013
Analysis of contingency tables based on generalised median polish with power transformations and non-additive models.
Health Inf. Sci. Syst., 2013
Proceedings of the Fuzzy Logic and Applications - 10th International Workshop, 2013
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013
Time Point Estimation of a Single Sample from High Throughput Experiments Based on Time-Resolved Data and Robust Correlation Measures.
Proceedings of the Advances in Intelligent Data Analysis XII, 2013
Case-Centred Multidimensional Scaling for Classification Visualisation in Medical Diagnosis.
Proceedings of the Health Information Science - Second International Conference, 2013
RaCoCl: Robust rank correlation based clustering - An exploratory study for high-dimensional data.
Proceedings of the FUZZ-IEEE 2013, 2013
Texts in Computer Science, Springer, ISBN: 978-1-4471-5013-8, 2013
2012
Significance tests to identify regulated proteins based on a large number of small samples.
Kybernetika, 2012
Int. J. Data Min. Model. Manag., 2012
Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012
Proceedings of the 6th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2012
Proceedings of the Artificial Intelligence Applications and Innovations, 2012
Curve Fitting for Short Time Series Data from High Throughput Experiments with Correction for Biological Variation.
Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012
Median Polish with Power Transformations as an Alternative for the Analysis of Contingency Tables with Patient Data.
Proceedings of the Health Information Science - First International Conference, 2012
Proceedings of the Clustering High-Dimensional Data - First International Workshop, 2012
Undergraduate Topics in Computer Science, Springer, ISBN: 978-1-4471-2732-1, 2012
2011
Identification of Peptides with Deviating Regulation Factors Using a Robust Clustering Scheme.
Proceedings of the 5th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2011
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011
Identification of Nuclear Magnetic Resonance Signals via Gaussian Mixture Decomposition.
Proceedings of the Advances in Intelligent Data Analysis X - 10th International Symposium, 2011
Proceedings of the Advances in Intelligent Data Analysis X - 10th International Symposium, 2011
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011
2010
Texts in Computer Science 42, Springer, ISBN: 978-1-84882-260-3, 2010
A Classification Algorithm for Process Sequences Based on Markov Chains and Bayesian Networks.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010
Visualisation of Test Coverage for Conformance Tests of Low Level Communication Protocols.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010
Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity.
Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010
Proceedings of the Advances in Intelligent Data Analysis IX, 9th International Symposium, 2010
Problems of Fuzzy c-Means Clustering and Similar Algorithms with High Dimensional Data Sets.
Proceedings of the Challenges at the Interface of Data Analysis, Computer Science, and Optimization - Proceedings of the 34th Annual Conference of the Gesellschaft für Klassifikation e. V., Karlsruhe, July 21, 2010
2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Bioinform., 2009
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009
Compensation of Translational Displacement in Time Series Clustering Using Cross Correlation.
Proceedings of the Advances in Intelligent Data Analysis VIII, 2009
Measuring and Visualising Similarity of Customer Satisfaction Profiles for Different Customer Segments.
Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009
Proceedings of the Scalable Fuzzy Algorithms for Data Management and Analysis, 2009
2008
Undergraduate Topics in Computer Science, Springer, ISBN: 978-1-84628-848-7, 2008
Proceedings of the Computational Intelligence Paradigms, Innovative Applications, 2008
Appl. Soft Comput., 2008
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008
Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008
2007
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007
A Likelihood Ratio Test for Differential Metabolic Profiles in Multiple Intensity Measurements.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007
Proceedings of the Advances in Intelligent Data Analysis VII, 2007
Towards a Robust Rank Correlation Measure for Numerical Observations on the Basis of Fuzzy Orderings.
Proceedings of the New Dimensions in Fuzzy Logic and Related Technologies. Proceedings of the 5th EUSFLAT Conference, 2007
2006
Soft Comput., 2006
JProGO: a novel tool for the functional interpretation of prokaryotic microarray data using Gene Ontology information.
Nucleic Acids Res., 2006
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Proceedings of the Advances in Machine Vision, 2006
Proceedings of the 10th International Conference on Information Visualisation, 2006
A Maximum Likelihood Approach to Noise Estimation for Intensity Measurements in Biology.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the Artificial Intelligence and Soft Computing, 2006
Proceedings of the Advances in Data Analysis, 2006
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006
Studies in Fuzziness and Soft Computing 200, Springer, ISBN: 978-3-540-31765-4, 2006
2005
Detecting and identifying ambiguities in regression problems: An approach using a modified mountain method.
Intell. Data Anal., 2005
Fuzzy Sets Syst., 2005
MDS<sub>polar</sub>: A New Approach for Dimension Reduction to Visualize High Dimensional Data.
Proceedings of the Advances in Intelligent Data Analysis VI, 2005
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005
Grundkurs Computergrafik mit Java - die Grundlagen verstehen und einfach umsetzen mit Java 3D.
Vieweg, ISBN: 978-3-528-05919-4, 2005
2004
Proceedings of the Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29, 2004
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004
Proceedings of the Logic versus Approximation, 2004
Evolutionäre Algorithmen - genetische Algorithmen, Strategien und Optimierungsverfahren, Beispielanwendungen.
Vieweg, ISBN: 978-3-528-05570-7, 2004
2003
IEEE Trans. Fuzzy Syst., 2003
Should fuzzy equality and similarity satisfy transitivity? Comments on the paper by M. De Cock and E. Kerre.
Fuzzy Sets Syst., 2003
Proceedings of the Advances in Intelligent Data Analysis V, 2003
What Is Fuzzy about Fuzzy Clustering? Understanding and Improving the Concept of the Fuzzifier.
Proceedings of the Advances in Intelligent Data Analysis V, 2003
An alternative approach to the fuzzifier in fuzzy clustering to obtain better clustering.
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003
2002
2000
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2000
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000
1999
Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999
1998
Transcription regulatory region analysis using signal detection and fuzzy clustering.
Bioinform., 1998
Regelerzeugung mit Fuzzy-Clusteranalyse.
Proceedings of the Data Mining und Data Warehousing, 1998
1997
Proceedings of the Advances in Intelligent Data Analysis, 1997
Transcription regulation regions revealed by Signal detection and fuzzy clusterfng.
Proceedings of the German Conference on Bioinformatics, 1997
1996
Fuzzy Sets Syst., 1996
1995
Fuzzy control on the basis of equality relations with an example from idle speed control.
IEEE Trans. Fuzzy Syst., 1995
Fuzzy-Systeme (2. Aufl.).
Leitfäden der Informatik, Teubner, ISBN: 978-3-519-12130-5, 1995
1994
Proceedings of the 1994 ACM Symposium on Applied Computing, 1994
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994
Proceedings of the Fuzzy Logik, 1994
Foundations of fuzzy systems.
Wiley, ISBN: 978-0-471-94243-6, 1994
Neuronale Netze und Fuzzy-Systeme - Grundlagen des Konnektionismus, neuronaler Fuzzy-Systeme und der Kopplung mit wissensbasierten Methoden.
Artificial intelligence - Künstliche Intelligenz, Vieweg, ISBN: 978-3-528-05265-2, 1994
1993
Proceedings of the Fuzzy Logic in Artificial Intelligence, 1993
Fuzzy-Systeme.
Leitfäden und Monographien der Informatik, Teubner, ISBN: 978-3-519-02130-8, 1993
1992
Int. J. Intell. Syst., 1992
The Dynamic of Belief in the Transferable Belief Model and Specialization-Generalization Matrices.
Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992
Proceedings of the Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1992
1991
Modellierung von Vagheit und Unsicherheit.
Künstliche Intell., 1991
Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991
Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991
Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1991
1990
Numerische Methoden zur Verarbeitung unsicherer Informationen in wissensbasierten Systemen.
Proceedings of the Konzeption und Einsatz von Umweltinformationssystemen, 1990