Frank Klawonn

Frank Klawonn, Werner Lechner, Lorenz Grigull: Case-Centred Multidimensional Scaling for Classification Visualisation in Medical Diagnosis. HIS 2013: 137-148

Guangyan Huang, Xiaohui Liu, Jing He, Frank Klawonn, Guiqing Yao (Eds.): Health Information Science - Second International Conference, HIS 2013, London, UK, March 25-27, 2013. Proceedings. Lecture Notes in Computer Science 7798, Springer 2013, isbn 978-3-642-37898-0

Frank Klawonn, Philippe Smets: The Dynamic of Belief in the Transferable Belief Model and Specialization-Generalization Matrices. CoRR abs/1303.5408 (2013)

Rudolf Kruse, Detlef Nauck, Frank Klawonn: Reasoning with Mass Distributions. CoRR abs/1303.5726 (2013)

Frank Klawonn: Introduction to Computer Graphics - Using Java 2D and 3D, Second Edition. Undergraduate topics in computer science, Springer 2012, isbn 978-1-4471-2732-1, pp. I-XVIII, 1-253

Balasubramaniam Jayaram, Frank Klawonn: Can unbounded distance measures mitigate the curse of dimensionality? IJDMMM 4(4): 361-383 (2012)

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: 25-35

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: 150-160

Thorsten Johl, Manfred Nimtz, Lothar Jänsch, Frank Klawonn: Detecting Glycosylations in Complex Samples. AIAI (1) 2012: 234-243

Christoph Gernert, Evelin Berger, Frank Klawonn, Lothar Jänsch: Tackling Misleading Peptide Regulation Fold Changes in Quantitative Proteomics. PACBB 2012: 269-276

Balasubramaniam Jayaram, Frank Klawonn: Generalised Median Polish Based on Additive Generators. SMPS 2012: 439-448

Jaakko Hollmén, Frank Klawonn, Allan Tucker (Eds.): Advances in Intelligent Data Analysis XI - 11th International Symposium, IDA 2012, Helsinki, Finland, October 25-27, 2012. Proceedings. Lecture Notes in Computer Science 7619, Springer 2012, isbn 978-3-642-34155-7

Roland Winkler, Frank Klawonn, Rudolf Kruse: Fuzzy c-means in High Dimensional Spaces. IJFSA 1(1): 1-16 (2011)

Frank Klawonn, Frank Höppner, Sigrun May: An Alternative to ROC and AUC Analysis of Classifiers. IDA 2011: 210-221

Martin Krone, Frank Klawonn, Thorsten Lührs, Christiane Ritter: Identification of Nuclear Magnetic Resonance Signals via Gaussian Mixture Decomposition. IDA 2011: 234-245

Claudia Pommerenke, Benedikt Friedrich, Thorsten Johl, Lothar Jänsch, Susanne Häussler, Frank Klawonn: A Modified Apriori Algorithm for Analysing High-Dimensional Gene Data. IDEAL 2011: 236-243

Christoph Gernert, Frank Klawonn, Lothar Jänsch: SignalNet: Visualization of Signal Network Responses by Quantitative Proteome Data. IDEAL 2011: 361-368

Olga Georgieva, Katharina Tschumitschew, Frank Klawonn: Cluster Validity Measures Based on the Minimum Description Length Principle. KES (1) 2011: 82-89

Natalia Novoselova, Frank Klawonn, Thorsten Johl, Tobias Reinl, Lothar Jänsch: Identification of Peptides with Deviating Regulation Factors Using a Robust Clustering Scheme. PACBB 2011: 263-270

Katharina Tschumitschew, Frank Klawonn: Incremental quantile estimation. Evolving Systems 1(4): 253-264 (2010)

Roland Winkler, Frank Klawonn, Rudolf Kruse: Problems of Fuzzy c-Means Clustering and Similar Algorithms with High Dimensional Data Sets. GfKl 2010: 79-87

Frank Klawonn, Torsten Wüstefeld, Lars Zender: Statistical Modelling for Data from Experiments with Short Hairpin RNAs. IDA 2010: 79-90

Kemal Ince, Frank Klawonn: Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity. IPMU 2010: 250-259

Martin Krone, Frank Klawonn: Rank Correlation Coefficient Correction by Removing Worst Cases. IPMU (1) 2010: 356-364

Katharina Tschumitschew, Detlef Nauck, Frank Klawonn: A Classification Algorithm for Process Sequences Based on Markov Chains and Bayesian Networks. KES (1) 2010: 141-147

Katharina Tschumitschew, Frank Klawonn, Nils Obermöller, Wolfhard Lawrenz: Visualisation of Test Coverage for Conformance Tests of Low Level Communication Protocols. KES (2) 2010: 244-252

Claudia Hundertmark, R. Fischer, Tobias Reinl, Sigrun May, Frank Klawonn, Lothar Jänsch: MS-specific noise model reveals the potential of iTRAQ in quantitative proteomics. Bioinformatics 25(8): 1004-1011 (2009)

Frank Klawonn, Detlef D. Nauck, Katharina Tschumitschew: Measuring and Visualising Similarity of Customer Satisfaction Profiles for Different Customer Segments. HAIS 2009: 60-67

Frank Höppner, Frank Klawonn: Compensation of Translational Displacement in Time Series Clustering Using Cross Correlation. IDA 2009: 71-82

Katharina Tschumitschew, Frank Klawonn: AVEDA: Statistical Tests for Finding Interesting Visualisations. KES (1) 2009: 235-242

Frank Klawonn, Frank Rehm: Cluster Analysis for Outlier Detection. Encyclopedia of Data Warehousing and Mining 2009: 214-218

Frank Rehm, Frank Klawonn, Rudolf Kruse: Visualization of High-Dimensional Data with Polar Coordinates. Encyclopedia of Data Warehousing and Mining 2009: 2062-2067

Olga Georgieva, Frank Klawonn: Dynamic data assigning assessment clustering of streaming data. Appl. Soft Comput. 8(4): 1305-1313 (2008)

Frank Rehm, Frank Klawonn: Improving Angle Based Mappings. ADMA 2008: 3-14

Claudia Hundertmark, Frank Klawonn: Clustering Likelihood Curves: Finding Deviations from Single Clusters. HAIS 2008: 385-391

Frank Höppner, Frank Klawonn: Clustering with Size Constraints. Computational Intelligence Paradigms 2008: 167-180

Eyke Hüllermeier, Frank Klawonn, Andreas Nürnberger: Editorial. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 15(5) (2007)

Vitaliy Kolodyazhniy, Frank Klawonn, Katharina Tschumitschew: A Neuro-Fuzzy Model for Dimensionality Reduction and its Application. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 15(5): 571-593 (2007)

Frank Rehm, Frank Klawonn, Rudolf Kruse: Visualization of Fuzzy Classifiers. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 15(5): 615-624 (2007)

Ulrich Bodenhofer, Eyke Hüllermeier, Frank Klawonn, Rudolf Kruse: Special Issue on Soft Computing for Information Mining. Soft Comput. 11(5): 397-399 (2007)

Arup Kumar Nandi, Frank Klawonn: Detecting Ambiguities in Regression Problems using TSK Models. Soft Comput. 11(5): 467-478 (2007)

Frank Rehm, Frank Klawonn, Rudolf Kruse: A Novel Approach to Noise Clustering for Outlier Detection. Soft Comput. 11(5): 489-494 (2007)

Ulrich Bodenhofer, Frank Klawonn: Towards a Robust Rank Correlation Measure for Numerical Observations on the Basis of Fuzzy Orderings. EUSFLAT Conf. (1) 2007: 321-327

Katharina Tschumitschew, Frank Klawonn, Frank Höppner, Vitaliy Kolodyazhniy: Landscape Multidimensional Scaling. IDA 2007: 263-273

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: 485-492

Kai Michels, Frank Klawonn, Rudolf Kruse, Andreas Nürnberger: Fuzzy Control - Fundamentals, Stability and Design of Fuzzy Controllers. Studies in Fuzziness and Soft Computing 200, Springer 2006, isbn 978-3-540-31765-4, pp. 1-374

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 Research 34(Web-Server-Issue): 510-515 (2006)

Frank Klawonn: Reducing the number of parameters of a fuzzy system using scaling functions. Soft Comput. 10(9): 749-756 (2006)

Frank Rehm, Frank Klawonn, Rudolf Kruse: Single Cluster Visualization to Optimize Air Traffic Management. GfKl 2006: 319-325

Frank Rehm, Frank Klawonn, Rudolf Kruse: Visualization of Single Clusters. ICAISC 2006: 663-671

Frank Klawonn, Claudia Hundertmark, Lothar Jänsch: A Maximum Likelihood Approach to Noise Estimation for Intensity Measurements in Biology. ICDM Workshops 2006: 180-184

Frank Klawonn, Plamen P. Angelov: Evolving Extended Naive Bayes Classifiers. ICDM Workshops 2006: 643-647

Frank Rehm, Frank Klawonn, Rudolf Kruse: POLARMAP - Efficient Visualisation of High Dimensional Data. IV 2006: 731-740

Frank Klawonn: Identifying Single Good Clusters in Data Sets. IWICPAS 2006: 160-167

Frank Klawonn, Frank Höppner: Equi-sized, Homogeneous Partitioning. KES (2) 2006: 70-77

Frank Klawonn: Grundkurs Computergrafik mit Java - die Grundlagen verstehen und einfach umsetzen mit Java 3D. Vieweg 2005, isbn 978-3-528-05919-4, pp. I-XII, 1-286

Carla S. Möller-Levet, Frank Klawonn, Kwang-Hyun Cho, Hujun Yin, Olaf Wolkenhauer: Clustering of unevenly sampled gene expression time-series data. Fuzzy Sets and Systems 152(1): 49-66 (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): 455-472 (2005)

Frank Rehm, Frank Klawonn: Learning Methods for Air Traffic Management. ECSQARU 2005: 992-1001

Olga Georgieva, Frank Klawonn, Katharina Tschumitschew: Noise Clustering via Dynamic Data Assigning Assessment. EUSFLAT Conf. 2005: 22-27

Frank Klawonn: Understanding and Controlling the Membership Degrees in Fuzzy Clustering. GfKl 2005: 446-453

Frank Rehm, Frank Klawonn, Rudolf Kruse: MDS_polar: A New Approach for Dimension Reduction to Visualize High Dimensional Data. IDA 2005: 316-327

Ingrid Gerdes, Frank Klawonn, Rudolf Kruse: Evolutionäre Algorithmen - genetische Algorithmen, Strategien und Optimierungsverfahren, Beispielanwendungen. Vieweg 2004, isbn 978-3-528-05570-7, pp. I-X, 1-252

Ulrich Bodenhofer, Frank Klawonn: A formal study of linearity axioms for fuzzy orderings. Fuzzy Sets and Systems 145(3): 323-354 (2004)

Frank Klawonn, Rudolf Kruse: The Inherent Indistinguishability in Fuzzy Systems. Logic versus Approximation 2004: 6-17

Olga Georgieva, Frank Klawonn, Elisabeth Härtig: Fuzzy Clustering of Macroarray Data. Fuzzy Days 2004: 83-94

Frank Klawonn: Should fuzzy equality and similarity satisfy transitivity? Comments on the paper by M. De Cock and E. Kerre. Fuzzy Sets and Systems 133(2): 175-180 (2003)

Frank Höppner, Frank Klawonn: Improved fuzzy partitions for fuzzy regression models. Int. J. Approx. Reasoning 32(2-3): 85-102 (2003)

Frank Höppner, Frank Klawonn: A contribution to convergence theory of fuzzy c-means and derivatives. IEEE T. Fuzzy Systems 11(5): 682-694 (2003)

Frank Klawonn, Frank Höppner: An alternative approach to the fuzzifier in fuzzy clustering to obtain better clustering. EUSFLAT Conf. 2003: 730-734

Frank Klawonn, Frank Höppner: What Is Fuzzy about Fuzzy Clustering? Understanding and Improving the Concept of the Fuzzifier. IDA 2003: 254-264

Carla S. Möller-Levet, Frank Klawonn, Kwang-Hyun Cho, Olaf Wolkenhauer: Fuzzy Clustering of Short Time-Series and Unevenly Distributed Sampling Points. IDA 2003: 330-340

Frank Höppner, Frank Klawonn: Finding informative rules in interval sequences. Intell. Data Anal. 6(3): 237-255 (2002)

Frank Höppner, Frank Klawonn, Patrik Eklund: Learning indistinguishability from data. Soft Comput. 6(1): 6-13 (2002)

Frank Höppner, Frank Klawonn: Finding Informative Rules in Interval Sequences. IDA 2001: 125-134

Annette Keller, Frank Klawonn: Fuzzy Clustering with Weighting of Data Variables. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 8(6): 735-746 (2000)

Frank Höppner, Frank Klawonn: Obtaining interpretable fuzzy models from fuzzy clustering and fuzzy regression. KES 2000: 162-165

Annette Keller, Frank Klawonn: Fuzzy clustering with weighting of data variables. EUSFLAT-ESTYLF Joint Conf. 1999: 497-500

Frank Klawonn, Annette Keller: Fuzzy Clustering Based on Modified Distance Measures. IDA 1999: 291-302

L. Pickert, Ingmar Reuter, Frank Klawonn, Edgar Wingender: Transcription regulatory region analysis using signal detection and fuzzy clustering. Bioinformatics 14(3): 244-251 (1998)

Annette Keller, Frank Klawonn: Regelerzeugung mit Fuzzy-Clusteranalyse. Workshop Data Mining und Data Warehousing 1998: 119-130

Rudolf Kruse, Frank Klawonn, Detlef Nauck: Erlerner von Fuzzy-Regeln. Inform., Forsch. Entwickl. 12(1): 2-6 (1997)

L. Pickert, Ingmar Reuter, Frank Klawonn, Edgar Wingender: Transcription regulation regions revealed by Signal detection and fuzzy clusterfng. German Conference on Bioinformatics 1997: 99-101

Frank Klawonn, Erich-Peter Klement: Mathematical Analysis of Fuzzy Classifiers. IDA 1997: 359-370

Rudolf Kruse, Jörg Gebhardt, Frank Klawonn: Fuzzy-Systeme (2. Aufl.). Leitfäden der Informatik, Teubner 1995, isbn 978-3-519-12130-5, pp. I-XI, 1-273

Frank Klawonn, Jörg Gebhardt, Rudolf Kruse: Fuzzy control on the basis of equality relations with an example from idle speed control. IEEE T. Fuzzy Systems 3(3): 336-350 (1995)

Detlef Nauck, Frank Klawonn, Rudolf Kruse: Neuronale Netze und Fuzzy-Systeme - Grundlagen des Konnektionismus, neuronaler Fuzzy-Systeme und der Kopplung mit wissensbasierten Methoden. Artificial intelligence - Künstliche Intelligenz, Vieweg 1994, isbn 978-3-528-05265-2, pp. I-X, 1-407

Rudolf Kruse, Jörg Gebhardt, Frank Klawonn: Foundations of fuzzy systems. Wiley 1994, isbn 978-0-471-94243-6, pp. I-XII, 1-265

Jens Kinzel, Frank Klawonn, Rudolf Kruse: Anpassung Genetischer Algorithmen zum Erlernen und Optimieren von Fuzzy-Reglern. Fuzzy Days 1994: 103-110

Frank Klawonn, Jens Kinzel, Rudolf Kruse: Modifications of Genetic Algorithms for Designing and Optimizing Fuzzy Controllers. International Conference on Evolutionary Computation 1994: 28-33

Rudolf Kruse, Jörg Gebhardt, Frank Klawonn: A fuzzy controller for idle speed regulation. SAC 1994: 155-160

Rudolf Kruse, Jörg Gebhardt, Frank Klawonn: Fuzzy-Systeme. Leitfäden und Monographien der Informatik, Teubner 1993, isbn 978-3-519-02130-8, pp. I-IX, 1-274

Detlef Nauck, Frank Klawonn, Rudolf Kruse: Combining Neural Networks and Fuzzy Controllers. FLAI 1993: 35-46

Detlef Nauck, Frank Klawonn, Rudolf Kruse, Uwe Lohs: Reasoning under Uncertainty with Temporal Aspects. IEA/AIE 1992: 572-580

Frank Klawonn, Philippe Smets: The Dynamic of Belief in the Transferable Belief Model and Specialization-Generalization Matrices. UAI 1992: 130-137

Rudolf Kruse, Jörg Gebhardt, Frank Klawonn: Modellierung von Vagheit und Unsicherheit. KI 5(4): 13-17 (1991)

Rudolf Kruse, Jörg Gebhardt, Frank Klawonn: Reasoning with Mass Distributions and the Context Model. ECSQARU 1991: 81-85

Rudolf Kruse, Erhard Schwecke, Frank Klawonn: On a Tool for Reasoning with Mass Distributions. IJCAI 1991: 1190-1195

Rudolf Kruse, Detlef Nauck, Frank Klawonn: Reasoning with Mass Distributions. UAI 1991: 182-187

Rudolf Kruse, Frank Klawonn: Numerische Methoden zur Verarbeitung unsicherer Informationen in wissensbasierten Systemen. Konzeption und Einsatz von Umweltinformationssystemen 1990: 169-176