An Objective Function-Based Clustering Algorithm with a Closed-Form Solution and Application to Reference Interval Estimation in Laboratory Medicine - Frank Klawonn; Georg Hoffmann (Algorithms, 2024)

Accelerating value function approximations for dynamic dial-a-ride problems via dimensionality reductions - R.-Julius O. Heitmann; Ninja Soeffker; Frank Klawonn; Marlin W. Ulmer; Dirk C. Mattfeld (Comput. Oper. Res., 2024)

Introduction to Computer Graphics - Using OpenGL and Java, Third Edition - Karsten Lehn; Merijam Gotzes; Frank Klawonn (Springer, 2023)

Editorial: Making an impact - Frank Klawonn (Integr. Comput. Aided Eng., 2022)

Leakages in District Heating Networks - Model-Based Data Set Quality Assessment and Localization - Kai Vahldiek; Bernd Rüger; Frank Klawonn (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 - Sigrun May; Sven Hartmann; Frank Klawonn (CoRR, 2022)

Pattern discovery in time series using autoencoder in comparison to nonlearning approaches - Fabian Kai-Dietrich Noering; Yannik Schröder; Konstantin Jonas; Frank Klawonn (Integr. Comput. Aided Eng., 2021)

Development of a data generator for multivariate numerical data with arbitrary correlations and distributions - Kai Vahldiek; Libing Zhou; Wenfeng Zhu; Frank Klawonn (Intell. Data Anal., 2021)

Improving discretization based pattern discovery for multivariate time series by additional preprocessing - Fabian Kai-Dietrich Noering; Konstantin Jonas; Frank Klawonn (Intell. Data Anal., 2021)

Guide to Intelligent Data Science - How to Intelligently Make Use of Real Data, Second Edition - Michael R. Berthold; Christian Borgelt; Frank Höppner; Frank Klawonn; Rosaria Silipo (Springer, 2020)

LEGaTO: Low-Energy, Secure, and Resilient Toolset for Heterogeneous Computing - 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; et al. (2020 Design, Automation & Test in Europe Conference & Exhibition, DATE 2020, Grenoble, France, March 9-13, 2020, 2020)

Online model- and data-based leakage localization in district heating networks - Impact of random measurement errors - Dennis Pierl; Kai Vahldiek; Julia Geißler; Bernd Rüger; Kai Michels; Frank Klawonn; Andreas Nürnberger (2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020, Toronto, ON, Canada, October 11-14, 2020, 2020)

HCV data - Ralf Lichtinghagen; Frank Klawonn; Georg Hoffmann (UCI Machine Learning Repository, 2020)
Accessed on YYYY-MM-DD.

LEGaTO: Low-Energy, Secure, and Resilient Toolset for Heterogeneous Computing - 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; et al. (CoRR, 2019)

Multiobjective Optimization for Railway Maintenance Plans - Daniel Peralta; Christoph Bergmeir; Martin Krone; Marta Galende; Manuel Menéndez; Gregorio Ismael Sainz Palmero; Carlos Martínez Bertrand; Frank Klawonn; José Manuel Benítez (J. Comput. Civ. Eng., 2018)

LEGaTO: towards energy-efficient, secure, fault-tolerant toolset for heterogeneous computing - 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; et al. (Proceedings of the 15th ACM International Conference on Computing Frontiers, CF 2018, Ischia, Italy, May 08-10, 2018, 2018)

Assessment and Adaption of Pattern Discovery Approaches for Time Series Under the Requirement of Time Warping - Fabian Kai-Dietrich Noering; Konstantin Jonas; Frank Klawonn (Intelligent Data Engineering and Automated Learning - IDEAL 2018 - 19th International Conference, Madrid, Spain, November 21-23, 2018, Proceedings, Part I, 2018)

Improving the Decision Support in Diagnostic Systems Using Classifier Probability Calibration - Xiaowei Kortum; Lorenz Grigull; Urs Muecke; Werner Lechner; Frank Klawonn (Intelligent Data Engineering and Automated Learning - IDEAL 2018 - 19th International Conference, Madrid, Spain, November 21-23, 2018, Proceedings, Part I, 2018)

LEGaTO: first steps towards energy-efficient toolset for heterogeneous computing - 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; et al. (Proceedings of the 18th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation, Pythagorion, Greece, July 15-19, 2018, 2018)

A Dynamic Adaptive Questionnaire for Improved Disease Diagnostics - Xiaowei Kortum; Lorenz Grigull; Werner Lechner; Frank Klawonn (Advances in Intelligent Data Analysis XVI - 16th International Symposium, IDA 2017, London, UK, October 26-28, 2017, Proceedings, 2017)

Alignment of time-resolved data from high throughput experiments - Nada Abidi; Raimo Franke; Peter Findeisen; Frank Klawonn (J. Bioinform. Comput. Biol., 2016)

Diagnostic support for selected neuromuscular diseases using answer-pattern recognition and data mining techniques: a proof of concept multicenter prospective trial - 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; et al. (BMC Medical Informatics Decis. Mak., 2016)

Recognizing Time-Efficiently Local Botnet Infections - A Case Study - Tanja Heuer; Ina Schiering; Frank Klawonn; Alexander Gabel; Martin Seeger (11th International Conference on Availability, Reliability and Security, ARES 2016, Salzburg, Austria, August 31 - September 2, 2016, 2016)

HAUCA Curves for the Evaluation of Biomarker Pilot Studies with Small Sample Sizes and Large Numbers of Features - Frank Klawonn; Junxi Wang; Ina Koch; Jörg Eberhard; Mohamed Omar (Advances in Intelligent Data Analysis XV - 15th International Symposium, IDA 2016, Stockholm, Sweden, October 13-15, 2016, Proceedings, 2016)

Diagnosis Support for Orphan Diseases: A Case Study Using a Classifier Fusion Method - Xiaowei Kortum; Lorenz Grigull; Urs Muecke; Werner Lechner; Frank Klawonn (Intelligent Data Engineering and Automated Learning - IDEAL 2016 - 17th International Conference, Yangzhou, China, October 12-14, 2016, Proceedings, 2016)

Exploring Data Sets for Clusters and Validating Single Clusters - Frank Klawonn (Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, York, UK, 5-7 September 2016, 2016)

Intelligent Data Engineering and Automated Learning - IDEAL 2016 - 17th International Conference, Yangzhou, China, October 12-14, 2016, Proceedings - Hujun Yin; Yang Gao; Bin Li; Daoqiang Zhang; Ming Yang; Yun Li; Frank Klawonn; Antonio J. Tallón-Ballesteros (Springer, 2016)

Fuzzy clustering: More than just fuzzification - Frank Klawonn; Rudolf Kruse; Roland Winkler (Fuzzy Sets Syst., 2015)

Optimized leaf ordering with class labels for hierarchical clustering - Natalia Novoselova; Junxi Wang; Frank Klawonn (J. Bioinform. Comput. Biol., 2015)

Prototype Based Fuzzy Clustering Algorithms in High-Dimensional Feature Spaces - Roland Winkler; Frank Klawonn; Rudolf Kruse (Enric Trillas: A Passion for Fuzzy Sets - A Collection of Recent Works on Fuzzy Logic, 2015)

VoQs: A Web Application for Visualization of Questionnaire Surveys - Xiaowei Zhang; Frank Klawonn; Lorenz Grigull; Werner Lechner (Advances in Intelligent Data Analysis XIV - 14th International Symposium, IDA 2015, Saint Etienne, France, October 22-24, 2015, Proceedings, 2015)

HUM calculator and HUM package for R: easy-to-use software tools for multicategory receiver operating characteristic analysis - Natalia Novoselova; Cristina Della Beffa; Junxi Wang; Jialiang Li; Frank Pessler; Frank Klawonn (Bioinform., 2014)

Relative cost curves: An alternative to AUC and an extension to 3-class problems - Olga Montvida; Frank Klawonn (Kybernetika, 2014)

Computational Intelligence - A Methodological Introduction - Rudolf Kruse; Christian Borgelt; Frank Klawonn; Christian Moewes; Matthias Steinbrecher; Pascal Held (Springer, 2013)

Analysis of contingency tables based on generalised median polish with power transformations and non-additive models - Frank Klawonn; Balasubramaniam Jayaram; Katja Crull; Akiko Kukita; Frank Pessler (Health Inf. Sci. Syst., 2013)

Testing noisy numerical data for monotonic association - Ulrich Bodenhofer; Martin Krone; Frank Klawonn (Inf. Sci., 2013)

RaCoCl: Robust rank correlation based clustering - An exploratory study for high-dimensional data - Martin Krone; Frank Klawonn; Balasubramaniam Jayaram (FUZZ-IEEE 2013, IEEE International Conference on Fuzzy Systems, Hyderabad, India, 7-10 July, 2013, Proceedings, 2013)

Case-Centred Multidimensional Scaling for Classification Visualisation in Medical Diagnosis - Frank Klawonn; Werner Lechner; Lorenz Grigull (Health Information Science - Second International Conference, HIS 2013, London, UK, March 25-27, 2013. Proceedings, 2013)

Time Point Estimation of a Single Sample from High Throughput Experiments Based on Time-Resolved Data and Robust Correlation Measures - Nada Abidi; Frank Klawonn; Jörg Oliver Thumfart (Advances in Intelligent Data Analysis XII - 12th International Symposium, IDA 2013, London, UK, October 17-19, 2013. Proceedings, 2013)

Handling Different Levels of Granularity within Naive Bayes Classifiers - Kemal Ince; Frank Klawonn (Intelligent Data Engineering and Automated Learning - IDEAL 2013 - 14th International Conference, IDEAL 2013, Hefei, China, October 20-23, 2013. Proceedings, 2013)

High against Low Quantile Comparison for Biomarker and Classifier Evaluation - Katharina Tschumitschew; Frank Klawonn (Intelligent Data Engineering and Automated Learning - IDEAL 2013 - 14th International Conference, IDEAL 2013, Hefei, China, October 20-23, 2013. Proceedings, 2013)

What Can Fuzzy Cluster Analysis Contribute to Clustering of High-Dimensional Data? - Frank Klawonn (Fuzzy Logic and Applications - 10th International Workshop, WILF 2013, Genoa, Italy, November 19-22, 2013. Proceedings, 2013)

A New Distance Function for Prototype Based Clustering Algorithms in High Dimensional Spaces - Roland Winkler; Frank Klawonn; Rudolf Kruse (Statistical Models for Data Analysis, 2013)

Health Information Science - Second International Conference, HIS 2013, London, UK, March 25-27, 2013. Proceedings - Guangyan Huang; Xiaohui Liu; Jing He; Frank Klawonn; Guiqing Yao (Springer, 2013)

Intelligent Data Engineering and Automated Learning - IDEAL 2013 - 14th International Conference, IDEAL 2013, Hefei, China, October 20-23, 2013. Proceedings - Hujun Yin; Ke Tang; Yang Gao; Frank Klawonn; Minho Lee; Thomas Weise; Bin Li; Xin Yao (Springer, 2013)

The Dynamic of Belief in the Transferable Belief Model and Specialization-Generalization Matrices - Frank Klawonn; Philippe Smets (CoRR, 2013)

Reasoning with Mass Distributions - Rudolf Kruse; Detlef D. Nauck; Frank Klawonn (CoRR, 2013)

Introduction to Computer Graphics - Using Java 2D and 3D, Second Edition - Frank Klawonn (Springer, 2012)

Can unbounded distance measures mitigate the curse of dimensionality? - Balasubramaniam Jayaram; Frank Klawonn (Int. J. Data Min. Model. Manag., 2012)

Significance tests to identify regulated proteins based on a large number of small samples - Frank Klawonn (Kybernetika, 2012)

What are Clusters in High Dimensions and are they Difficult to Find? - Frank Klawonn; Frank Höppner; Balasubramaniam Jayaram (Clustering High-Dimensional Data - First International Workshop, CHDD 2012, Naples, Italy, May 15, 2012, Revised Selected Papers, 2012)

Median Polish with Power Transformations as an Alternative for the Analysis of Contingency Tables with Patient Data - Frank Klawonn; Katja Crull; Akiko Kukita; Frank Pessler (Health Information Science - First International Conference, HIS 2012, Beijing, China, April 8-10, 2012. Proceedings, 2012)

Curve Fitting for Short Time Series Data from High Throughput Experiments with Correction for Biological Variation - Frank Klawonn; Nada Abidi; Evelin Berger; Lothar Jänsch (Advances in Intelligent Data Analysis XI - 11th International Symposium, IDA 2012, Helsinki, Finland, October 25-27, 2012. Proceedings, 2012)

Detecting Glycosylations in Complex Samples - Thorsten Johl; Manfred Nimtz; Lothar Jänsch; Frank Klawonn (Artificial Intelligence Applications and Innovations - 8th IFIP WG 12.5 International Conference, AIAI 2012, Halkidiki, Greece, September 27-30, 2012, Proceedings, Part I, 2012)

Tackling Misleading Peptide Regulation Fold Changes in Quantitative Proteomics - Christoph Gernert; Evelin Berger; Frank Klawonn; Lothar Jänsch (6th International Conference on Practical Applications of Computational Biology & Bioinformatics, Salamanca, Spain, 2012)

Generalised Median Polish Based on Additive Generators - Balasubramaniam Jayaram; Frank Klawonn (Synergies of Soft Computing and Statistics for Intelligent Data Analysis, Proceedings of the 6th International Conference on Soft Methods in Probability and Statistics, SMPS 2012, Konstanz, Germany, October 4-6, 2012, 2012)

Advances in Intelligent Data Analysis XI - 11th International Symposium, IDA 2012, Helsinki, Finland, October 25-27, 2012. Proceedings - Jaakko Hollmén; Frank Klawonn; Allan Tucker (Springer, 2012)

Fuzzy c-means in High Dimensional Spaces - Roland Winkler; Frank Klawonn; Rudolf Kruse (Int. J. Fuzzy Syst. Appl., 2011)

M-Estimator induced Fuzzy Clustering Algorithms - Roland Winkler; Frank Klawonn; Rudolf Kruse (Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2011, Aix-Les-Bains, France, July 18-22, 2011, 2011)

An Alternative to ROC and AUC Analysis of Classifiers - Frank Klawonn; Frank Höppner; Sigrun May (Advances in Intelligent Data Analysis X - 10th International Symposium, IDA 2011, Porto, Portugal, October 29-31, 2011. Proceedings, 2011)

Identification of Nuclear Magnetic Resonance Signals via Gaussian Mixture Decomposition - Martin Krone; Frank Klawonn; Thorsten Lührs; Christiane Ritter (Advances in Intelligent Data Analysis X - 10th International Symposium, IDA 2011, Porto, Portugal, October 29-31, 2011. Proceedings, 2011)

A Modified Apriori Algorithm for Analysing High-Dimensional Gene Data - Claudia Pommerenke; Benedikt Friedrich; Thorsten Johl; Lothar Jänsch; Susanne Häussler; Frank Klawonn (Intelligent Data Engineering and Automated Learning - IDEAL 2011 - 12th International Conference, Norwich, UK, September 7-9, 2011. Proceedings, 2011)

SignalNet: Visualization of Signal Network Responses by Quantitative Proteome Data - Christoph Gernert; Frank Klawonn; Lothar Jänsch (Intelligent Data Engineering and Automated Learning - IDEAL 2011 - 12th International Conference, Norwich, UK, September 7-9, 2011. Proceedings, 2011)

Cluster Validity Measures Based on the Minimum Description Length Principle - Olga Georgieva; Katharina Tschumitschew; Frank Klawonn (Knowledge-Based and Intelligent Information and Engineering Systems - 15th International Conference, KES 2011, Kaiserslautern, Germany, September 12-14, 2011, Proceedings, Part I, 2011)

Identification of Peptides with Deviating Regulation Factors Using a Robust Clustering Scheme - Natalia Novoselova; Frank Klawonn; Thorsten Johl; Tobias Reinl; Lothar Jänsch (5th International Conference on Practical Applications of Computational Biology & Bioinformatics, PACBB 2011, April 6-8, 2011, Salamanca, Spain, 2011)

Guide to Intelligent Data Analysis - How to Intelligently Make Sense of Real Data - Michael R. Berthold; Christian Borgelt; Frank Höppner; Frank Klawonn (Springer, 2010)

Incremental quantile estimation - Katharina Tschumitschew; Frank Klawonn (Evol. Syst., 2010)

Problems of Fuzzy c-Means Clustering and Similar Algorithms with High Dimensional Data Sets - Roland Winkler; Frank Klawonn; Rudolf Kruse (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 - 23, 2010, 2010)

Statistical Modelling for Data from Experiments with Short Hairpin RNAs - Frank Klawonn; Torsten Wüstefeld; Lars Zender (Advances in Intelligent Data Analysis IX, 9th International Symposium, IDA 2010, Tucson, AZ, USA, May 19-21, 2010. Proceedings, 2010)

Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity - Kemal Ince; Frank Klawonn (Computational Intelligence for Knowledge-Based Systems Design, 13th International Conference on Information Processing and Management of Uncertainty, IPMU 2010, Dortmund, Germany, June 28 - July 2, 2010. Proceedings, 2010)

Rank Correlation Coefficient Correction by Removing Worst Cases - Martin Krone; Frank Klawonn (Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods - 13th International Conference, IPMU 2010, Dortmund, Germany, June 28 - July 2, 2010. Proceedings, Part I, 2010)

A Classification Algorithm for Process Sequences Based on Markov Chains and Bayesian Networks - Katharina Tschumitschew; Detlef D. Nauck; Frank Klawonn (Knowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, KES 2010, Cardiff, UK, September 8-10, 2010, Proceedings, Part I, 2010)

Visualisation of Test Coverage for Conformance Tests of Low Level Communication Protocols - Katharina Tschumitschew; Frank Klawonn; Nils Obermöller; Wolfhard Lawrenz (Knowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, KES 2010, Cardiff, UK, September 8-10, 2010, Proceedings, Part II, 2010)

MS-specific noise model reveals the potential of iTRAQ in quantitative proteomics - Claudia Hundertmark; Roman Fischer; Tobias Reinl; Sigrun May; Frank Klawonn; Lothar Jänsch (Bioinform., 2009)

Measuring and Visualising Similarity of Customer Satisfaction Profiles for Different Customer Segments - Frank Klawonn; Detlef D. Nauck; Katharina Tschumitschew (Hybrid Artificial Intelligence Systems, 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, 2009)

Compensation of Translational Displacement in Time Series Clustering Using Cross Correlation - Frank Höppner; Frank Klawonn (Advances in Intelligent Data Analysis VIII, 8th International Symposium on Intelligent Data Analysis, IDA 2009, Lyon, France, August 31 - September 2, 2009. Proceedings, 2009)

AVEDA: Statistical Tests for Finding Interesting Visualisations - Katharina Tschumitschew; Frank Klawonn (Knowledge-Based and Intelligent Information and Engineering Systems, 13th International Conference, KES 2009, Santiago, Chile, September 28-30, 2009, Proceedings, Part I, 2009)

Fuzzy Cluster Analysis of Larger Data Sets - Roland Winkler; Frank Klawonn; Frank Höppner; Rudolf Kruse (Scalable Fuzzy Algorithms for Data Management and Analysis - Methods and Design, 2009)

Cluster Analysis for Outlier Detection - Frank Klawonn; Frank Rehm (Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009)

Visualization of High-Dimensional Data with Polar Coordinates - Frank Rehm; Frank Klawonn; Rudolf Kruse (Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009)

Introduction to Computer Graphics - Using Java 2D and 3D - Frank Klawonn (Springer, 2008)

Dynamic data assigning assessment clustering of streaming data - Olga Georgieva; Frank Klawonn (Appl. Soft Comput., 2008)

Improving Angle Based Mappings - Frank Rehm; Frank Klawonn (Advanced Data Mining and Applications, 4th International Conference, ADMA 2008, Chengdu, China, October 8-10, 2008. Proceedings, 2008)

Clustering Likelihood Curves: Finding Deviations from Single Clusters - Claudia Hundertmark; Frank Klawonn (Hybrid Artificial Intelligence Systems, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008. Proceedings, 2008)

Clustering with Size Constraints - Frank Höppner; Frank Klawonn (Computational Intelligence Paradigms, Innovative Applications, 2008)

3rd International Workshop on Genetic and Evolving Systems, GEFS 2008, Witten-Bommerholz, Germany, March 4-7, 2008 - Frank Hoffmann; Oscar Cordón; Plamen Angelov; Frank Klawonn (IEEE, 2008)

Analysis of metabolome data by a maximum likelihood approach - Claudia Choi; Claudia Hundertmark; Bernhard Thielen; Beatrice Benkert; Richard Münch; Max Schobert; Dietmar Schomburg; Dieter Jahn; Frank Klawonn (BMC Syst. Biol., 2007)

Editorial - Eyke Hüllermeier; Frank Klawonn; Andreas Nürnberger (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007)

A Neuro-Fuzzy Model for Dimensionality Reduction and its Application - Vitaliy Kolodyazhniy; Frank Klawonn; Katharina Tschumitschew (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007)

Visualization of Fuzzy Classifiers - Frank Rehm; Frank Klawonn; Rudolf Kruse (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007)

Special Issue on Soft Computing for Information Mining - Ulrich Bodenhofer; Eyke Hüllermeier; Frank Klawonn; Rudolf Kruse (Soft Comput., 2007)

Detecting Ambiguities in Regression Problems using TSK Models - Arup Kumar Nandi; Frank Klawonn (Soft Comput., 2007)

A Novel Approach to Noise Clustering for Outlier Detection - Frank Rehm; Frank Klawonn; Rudolf Kruse (Soft Comput., 2007)

Towards a Robust Rank Correlation Measure for Numerical Observations on the Basis of Fuzzy Orderings - Ulrich Bodenhofer; Frank Klawonn (New Dimensions in Fuzzy Logic and Related Technologies. Proceedings of the 5th EUSFLAT Conference, Ostrava, Czech Republic, September 11-14, 2007, Volume 1: Invited Lectures and Special Sessions, 2007)

Landscape Multidimensional Scaling - Katharina Tschumitschew; Frank Klawonn; Frank Höppner; Vitaliy Kolodyazhniy (Advances in Intelligent Data Analysis VII, 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007, Proceedings, 2007)

A Likelihood Ratio Test for Differential Metabolic Profiles in Multiple Intensity Measurements - Frank Klawonn; Claudia Choi; Beatrice Benkert; Bernhard Thielen; Richard Münch; Max Schobert; Dietmar Schomburg; Dieter Jahn (Knowledge-Based Intelligent Information and Engineering Systems, 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Vietri sul Mare, Italy, September 12-14, 2007. Proceedings, Part II, 2007)

Fuzzy Control - Fundamentals, Stability and Design of Fuzzy Controllers - Kai Michels; Frank Klawonn; Rudolf Kruse; Andreas Nürnberger (Springer, 2006)

JProGO: a novel tool for the functional interpretation of prokaryotic microarray data using Gene Ontology information - Maurice Scheer; Frank Klawonn; Richard Münch; Andreas Grote; Karsten Hiller; Claudia Choi; Ina Koch; Max Schobert; Elisabeth Härtig; Ulrich Klages; Dieter Jahn (Nucleic Acids Res., 2006)

Reducing the number of parameters of a fuzzy system using scaling functions - Frank Klawonn (Soft Comput., 2006)

Automatically Determine Initial Fuzzy Partitions for Neuro-Fuzzy Classifiers - Frank Klawonn; Detlef D. Nauck (IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2006, Vancouver, BC, Canada, July 16-21, 2006, 2006)

Single Cluster Visualization to Optimize Air Traffic Management - Frank Rehm; Frank Klawonn; Rudolf Kruse (Advances in Data Analysis, Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8-10, 2006, 2006)

Visualization of Single Clusters - Frank Rehm; Frank Klawonn; Rudolf Kruse (Artificial Intelligence and Soft Computing - ICAISC 2006, 8th International Conference, Zakopane, Poland, June 25-29, 2006, Proceedings, 2006)

A Maximum Likelihood Approach to Noise Estimation for Intensity Measurements in Biology - Frank Klawonn; Claudia Hundertmark; Lothar Jänsch (Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 18-22 December 2006, Hong Kong, China, 2006)

Evolving Extended Naive Bayes Classifiers - Frank Klawonn; Plamen Angelov (Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 18-22 December 2006, Hong Kong, China, 2006)

POLARMAP - Efficient Visualisation of High Dimensional Data - Frank Rehm; Frank Klawonn; Rudolf Kruse (10th International Conference on Information Visualisation, IV 2006, 5-7 July 2006, London, UK, 2006)

Identifying Single Good Clusters in Data Sets - Frank Klawonn (Advances in Machine Vision, Image Processing, and Pattern Analysis, International Workshop on Intelligent Computing in Pattern Analysis/Synthesis, IWICPAS 2006, Xi'an, China, August 26-27, 2006, Proceedings, 2006)

Equi-sized, Homogeneous Partitioning - Frank Klawonn; Frank Höppner (Knowledge-Based Intelligent Information and Engineering Systems, 10th International Conference, KES 2006, Bournemouth, UK, October 9-11, 2006, Proceedings, Part II, 2006)

Grundkurs Computergrafik mit Java - die Grundlagen verstehen und einfach umsetzen mit Java 3D - Frank Klawonn (Vieweg, 2005)

Clustering of unevenly sampled gene expression time-series data - Carla S. Möller-Levet; Frank Klawonn; Kwang-Hyun Cho; Hujun Yin; Olaf Wolkenhauer (Fuzzy Sets Syst., 2005)

Detecting and identifying ambiguities in regression problems: An approach using a modified mountain method - Arup Kumar Nandi; Frank Klawonn (Intell. Data Anal., 2005)

Learning Methods for Air Traffic Management - Frank Rehm; Frank Klawonn (Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 8th European Conference, ECSQARU 2005, Barcelona, Spain, July 6-8, 2005, Proceedings, 2005)

Noise Clustering via Dynamic Data Assigning Assessment - Olga Georgieva; Frank Klawonn; Katharina Tschumitschew (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, Barcelona, Spain, September 7-9, 2005, 2005)

Understanding and Controlling the Membership Degrees in Fuzzy Clustering - Frank Klawonn (From Data and Information Analysis to Knowledge Engineering, Proceedings of the 29th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9-11, 2005, 2005)

MDS\(_polar\): A New Approach for Dimension Reduction to Visualize High Dimensional Data - Frank Rehm; Frank Klawonn; Rudolf Kruse (Advances in Intelligent Data Analysis VI, 6th International Symposium on Intelligent Data Analysis, IDA 2005, Madrid, Spain, September 8-10, 2005, Proceedings, 2005)

Evolutionäre Algorithmen - genetische Algorithmen, Strategien und Optimierungsverfahren, Beispielanwendungen - Ingrid Gerdes; Frank Klawonn; Rudolf Kruse (Vieweg, 2004)

A formal study of linearity axioms for fuzzy orderings - Ulrich Bodenhofer; Frank Klawonn (Fuzzy Sets Syst., 2004)

The Inherent Indistinguishability in Fuzzy Systems - Frank Klawonn; Rudolf Kruse (Logic versus Approximation, Essays Dedicated to Michael M. Richter on the Occasion of his 65th Birthday, 2004)

Detecting ambiguities in regression using TSK models - Arup Kumar Nandi; Frank Klawonn (IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2004, Budapest, Hungary, July 25-29, 2004, 2004)

Fuzzy Clustering of Macroarray Data - Olga Georgieva; Frank Klawonn; Elisabeth Härtig (Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29 - Oct. 01, 2004, 2004)

Neuro-Fuzzy-Systeme - Christian Borgelt; Frank Klawonn; Rudolf Kruse; Detlef D. Nauck (Vieweg, 2003)

Should fuzzy equality and similarity satisfy transitivity? Comments on the paper by M. De Cock and E. Kerre - Frank Klawonn (Fuzzy Sets Syst., 2003)

Improved fuzzy partitions for fuzzy regression models - Frank Höppner; Frank Klawonn (Int. J. Approx. Reason., 2003)

A contribution to convergence theory of fuzzy c-means and derivatives - Frank Höppner; Frank Klawonn (IEEE Trans. Fuzzy Syst., 2003)

An alternative approach to the fuzzifier in fuzzy clustering to obtain better clustering - Frank Klawonn; Frank Höppner (Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, Zittau, Germany, September 10-12, 2003, 2003)

What Is Fuzzy about Fuzzy Clustering? Understanding and Improving the Concept of the Fuzzifier - Frank Klawonn; Frank Höppner (Advances in Intelligent Data Analysis V, 5th International Symposium on Intelligent Data Analysis, IDA 2003, Berlin, Germany, August 28-30, 2003, Proceedings, 2003)

Fuzzy Clustering of Short Time-Series and Unevenly Distributed Sampling Points - Carla S. Möller-Levet; Frank Klawonn; Kwang-Hyun Cho; Olaf Wolkenhauer (Advances in Intelligent Data Analysis V, 5th International Symposium on Intelligent Data Analysis, IDA 2003, Berlin, Germany, August 28-30, 2003, Proceedings, 2003)

Finding informative rules in interval sequences - Frank Höppner; Frank Klawonn (Intell. Data Anal., 2002)

Learning indistinguishability from data - Frank Höppner; Frank Klawonn; Patrik Eklund (Soft Comput., 2002)

Finding Informative Rules in Interval Sequences - Frank Höppner; Frank Klawonn (Advances in Intelligent Data Analysis, 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001, Proceedings, 2001)

Fuzzy Clustering with Weighting of Data Variables - Annette Keller; Frank Klawonn (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2000)

Obtaining interpretable fuzzy models from fuzzy clustering and fuzzy regression - Frank Höppner; Frank Klawonn (Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, KES 2000, Brighton, UK, 30 August - 1 September 2000, Proceedings, 2 Volumes, 2000)

Fuzzy clustering with weighting of data variables - Annette Keller; Frank Klawonn (Proceedings of the EUSFLAT-ESTYLF Joint Conference, Palma de Mallorca, Spain, September 22-25, 1999, 1999)

Fuzzy Clustering Based on Modified Distance Measures - Frank Klawonn; Annette Keller (Advances in Intelligent Data Analysis, Third International Symposium, IDA-99, Amsterdam, The Netherlands, August 1999, Proceedings, 1999)

Transcription regulatory region analysis using signal detection and fuzzy clustering - L. Pickert; Ingmar Reuter; Frank Klawonn; Edgar Wingender (Bioinform., 1998)

Fuzzy clustering with evolutionary algorithms - Frank Klawonn; Annette Keller (Int. J. Intell. Syst., 1998)

Regelerzeugung mit Fuzzy-Clusteranalyse - Annette Keller; Frank Klawonn (Data Mining und Data Warehousing, Workshop im Rahmen der GI-Jahrestagung Informatik'98, Magdeburg, Deutschland, September 1998, 1998)

Constructing a fuzzy controller from data - Frank Klawonn; Rudolf Kruse (Fuzzy Sets Syst., 1997)

Erlerner von Fuzzy-Regeln - Rudolf Kruse; Frank Klawonn; Detlef D. Nauck (Inform. Forsch. Entwickl., 1997)

Transcription regulation regions revealed by Signal detection and fuzzy clusterfng - L. Pickert; Ingmar Reuter; Frank Klawonn; Edgar Wingender (Proceedings of the German Conference on Bioinformatics, GCB 1997, Kloster Irsee, Bavaria, Germany, September 1997, 1997)

Mathematical Analysis of Fuzzy Classifiers - Frank Klawonn; Erich-Peter Klement (Advances in Intelligent Data Analysis, Reasoning about Data, Second International Symposium, IDA-97, London, UK, August 4-6, 1997, Proceedings, 1997)

The relation between inference and interpolation in the framework of fuzzy systems - Frank Klawonn; Vilém Novák (Fuzzy Sets Syst., 1996)

Fuzzy-Systeme (2. Aufl.) - Rudolf Kruse; Jörg Gebhardt; Frank Klawonn (Teubner, 1995)

Fuzzy control on the basis of equality relations with an example from idle speed control - Frank Klawonn; Jörg Gebhardt; Rudolf Kruse (IEEE Trans. Fuzzy Syst., 1995)

Neuronale Netze und Fuzzy-Systeme - Grundlagen des Konnektionismus, neuronaler Fuzzy-Systeme und der Kopplung mit wissensbasierten Methoden - Detlef D. Nauck; Frank Klawonn; Rudolf Kruse (Vieweg, 1994)

Foundations of fuzzy systems - Rudolf Kruse; Jörg Gebhardt; Frank Klawonn (Wiley, 1994)

Anpassung Genetischer Algorithmen zum Erlernen und Optimieren von Fuzzy-Reglern - Jens Kinzel; Frank Klawonn; Rudolf Kruse (Fuzzy Logik, Theorie und Praxis, 4. Dortmunder Fuzzy-Tage, Dortmund, 6.-8. Juni 1994, Proceedings, 1994)

Modifications of Genetic Algorithms for Designing and Optimizing Fuzzy Controllers - Frank Klawonn; Jens Kinzel; Rudolf Kruse (Proceedings of the First IEEE Conference on Evolutionary Computation, IEEE World Congress on Computational Intelligence, Orlando, Florida, USA, June 27-29, 1994, 1994)

A fuzzy controller for idle speed regulation - Rudolf Kruse; Jörg Gebhardt; Frank Klawonn (Proceedings of the 1994 ACM Symposium on Applied Computing, SAC'94, Phoenix, AZ, USA, March 6-8, 1994, 1994)

Fuzzy-Systeme - Rudolf Kruse; Jörg Gebhardt; Frank Klawonn (Teubner, 1993)

Combining Neural Networks and Fuzzy Controllers - Detlef D. Nauck; Frank Klawonn; Rudolf Kruse (Fuzzy Logic in Artificial Intelligence, 8th Austrian Artificial Intelligence Conference, FLAI '93, Linz, Austria, June 28-30, 1993, Proceedings, 1993)

Modellierung von Unsicherheit aus der Sicht der Logik - Frank Klawonn (Braunschweig University of Technology, Germany, 1992)

On the axiomatic justification of Dempster's rule of combination - Frank Klawonn; Erhard Schwecke (Int. J. Intell. Syst., 1992)

Neural fuzzy logic programming - Patrik Eklund; Frank Klawonn (IEEE Trans. Neural Networks, 1992)

Reasoning under Uncertainty with Temporal Aspects - Detlef D. Nauck; Frank Klawonn; Rudolf Kruse; Uwe Lohs (Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 5th International Conference, IEA/AIE - 92, Paderborn, Germany, June 9-12, 1992, Proceedings, 1992)

The Dynamic of Belief in the Transferable Belief Model and Specialization-Generalization Matrices - Frank Klawonn; Philippe Smets (UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, Stanford University, Stanford, CA, USA, July 17-19, 1992, 1992)

Modellierung von Vagheit und Unsicherheit - Rudolf Kruse; Jörg Gebhardt; Frank Klawonn (Künstliche Intell., 1991)

Reasoning with Mass Distributions and the Context Model - Rudolf Kruse; Jörg Gebhardt; Frank Klawonn (Symbolic and Quantitative Approaches to Reasoning and Uncertainty, European Conference, ECSQAU, Marseille, France, October 15-17, 1991, Proceedings, 1991)

On a Tool for Reasoning with Mass Distributions - Rudolf Kruse; Erhard Schwecke; Frank Klawonn (Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, Australia, August 24-30, 1991, 1991)

Reasoning with Mass Distributions - Rudolf Kruse; Detlef D. Nauck; Frank Klawonn (UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, University of California at Los Angeles, Los Angeles, CA, USA, July 13-15, 1991, 1991)

Numerische Methoden zur Verarbeitung unsicherer Informationen in wissensbasierten Systemen - Rudolf Kruse; Frank Klawonn (Konzeption und Einsatz von Umweltinformationssystemen, Proceedings [Umweltinformatik, Workshop, Schloß Reisensburg, Günzburg, Oktober 1990], 1990)