Numerische Methoden zur Verarbeitung unsicherer Informationen in wissensbasierten Systemen. - Rudolf Kruse; Frank Klawonn (Konzeption und Einsatz von Umweltinformationssystemen, 1990)

Reasoning with Mass Distributions and the Context Model. - Rudolf Kruse; Jörg Gebhardt; Frank Klawonn (ECSQARU, 1991)

On a Tool for Reasoning with Mass Distributions. - Rudolf Kruse; Erhard Schwecke; Frank Klawonn (IJCAI, 1991)

Reasoning with Mass Distributions. - Rudolf Kruse; Detlef D. Nauck; Frank Klawonn (UAI, 1991)

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

Reasoning under Uncertainty with Temporal Aspects. - Detlef D. Nauck; Frank Klawonn; Rudolf Kruse; Uwe Lohs (IEA/AIE, 1992)

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

Modellierung von Unsicherheit aus der Sicht der Logik. - Frank Klawonn (1992)

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

Combining Neural Networks and Fuzzy Controllers. - Detlef D. Nauck; Frank Klawonn; Rudolf Kruse (FLAI, 1993)

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 Days, 1994)

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

A fuzzy controller for idle speed regulation. - Rudolf Kruse; Jörg Gebhardt; Frank Klawonn (SAC, 1994)

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)

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

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

Mathematical Analysis of Fuzzy Classifiers. - Frank Klawonn; Erich-Peter Klement (IDA, 1997)

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)

Regelerzeugung mit Fuzzy-Clusteranalyse. - Annette Keller; Frank Klawonn (Workshop Data Mining und Data Warehousing, 1998)

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)

Fuzzy Clustering Based on Modified Distance Measures. - Frank Klawonn; Annette Keller (IDA, 1999)

Obtaining interpretable fuzzy models from fuzzy clustering and fuzzy regression. - Frank Höppner; Frank Klawonn (KES, 2000)

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

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)

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

An alternative approach to the fuzzifier in fuzzy clustering to obtain better clustering. - Frank Klawonn; Frank Höppner (EUSFLAT Conf., 2003)

What Is Fuzzy about Fuzzy Clustering? Understanding and Improving the Concept of the Fuzzifier. - Frank Klawonn; Frank Höppner (IDA, 2003)

Fuzzy Clustering of Short Time-Series and Unevenly Distributed Sampling Points. - Carla S. Möller-Levet; Frank Klawonn; Kwang-Hyun Cho; Olaf Wolkenhauer (IDA, 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)

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

The Inherent Indistinguishability in Fuzzy Systems. - Frank Klawonn; Rudolf Kruse (Logic versus Approximation, 2004)

Detecting ambiguities in regression using TSK models. - Arup Kumar Nandi; Frank Klawonn (FUZZ-IEEE, 2004)

Fuzzy Clustering of Macroarray Data. - Olga Georgieva; Frank Klawonn; Elisabeth Härtig (Fuzzy Days, 2004)

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

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

Learning Methods for Air Traffic Management. - Frank Rehm; Frank Klawonn (ECSQARU, 2005)

Noise Clustering via Dynamic Data Assigning Assessment. - Olga Georgieva; Frank Klawonn; Katharina Tschumitschew (EUSFLAT Conf., 2005)

Understanding and Controlling the Membership Degrees in Fuzzy Clustering. - Frank Klawonn (GfKl, 2005)

MDSpolar: A New Approach for Dimension Reduction to Visualize High Dimensional Data. - Frank Rehm; Frank Klawonn; Rudolf Kruse (IDA, 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)

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

Automatically Determine Initial Fuzzy Partitions for Neuro-Fuzzy Classifiers. - Frank Klawonn; Detlef D. Nauck (FUZZ-IEEE, 2006)

Single Cluster Visualization to Optimize Air Traffic Management. - Frank Rehm; Frank Klawonn; Rudolf Kruse (GfKl, 2006)

Visualization of Single Clusters. - Frank Rehm; Frank Klawonn; Rudolf Kruse (ICAISC, 2006)

Evolving Extended Naive Bayes Classifiers. - Frank Klawonn; Plamen Angelov 001 (ICDM Workshops, 2006)

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

POLARMAP - Efficient Visualisation of High Dimensional Data. - Frank Rehm; Frank Klawonn; Rudolf Kruse (IV, 2006)

Identifying Single Good Clusters in Data Sets. - Frank Klawonn (IWICPAS, 2006)

Equi-sized, Homogeneous Partitioning. - Frank Klawonn; Frank Höppner (KES (2), 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)

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

Landscape Multidimensional Scaling. - Katharina Tschumitschew; Frank Klawonn; Frank Höppner; Vitaliy Kolodyazhniy (IDA, 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 (KES (2), 2007)

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)

Improving Angle Based Mappings. - Frank Rehm; Frank Klawonn (ADMA, 2008)

Clustering Likelihood Curves: Finding Deviations from Single Clusters. - Claudia Hundertmark; Frank Klawonn (HAIS, 2008)

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

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

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

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

Measuring and Visualising Similarity of Customer Satisfaction Profiles for Different Customer Segments. - Frank Klawonn; Detlef D. Nauck; Katharina Tschumitschew (HAIS, 2009)

Compensation of Translational Displacement in Time Series Clustering Using Cross Correlation. - Frank Höppner; Frank Klawonn (IDA, 2009)

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

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)

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

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

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

Statistical Modelling for Data from Experiments with Short Hairpin RNAs. - Frank Klawonn; Torsten Wüstefeld; Lars Zender (IDA, 2010)

Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity. - Kemal Ince; Frank Klawonn (IPMU, 2010)

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

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

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

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

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

M-Estimator induced Fuzzy Clustering Algorithms. - Roland Winkler; Frank Klawonn; Rudolf Kruse (EUSFLAT Conf., 2011)

An Alternative to ROC and AUC Analysis of Classifiers. - Frank Klawonn; Frank Höppner; Sigrun May (IDA, 2011)

Identification of Nuclear Magnetic Resonance Signals via Gaussian Mixture Decomposition. - Martin Krone; Frank Klawonn; Thorsten Lührs; Christiane Ritter (IDA, 2011)

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

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

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

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

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

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

What are Clusters in High Dimensions and are they Difficult to Find? - Frank Klawonn; Frank Höppner; Balasubramaniam Jayaram (CHDD, 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 (HIS, 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 (IDA, 2012)

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

Tackling Misleading Peptide Regulation Fold Changes in Quantitative Proteomics. - Christoph Gernert; Evelin Berger; Frank Klawonn; Lothar Jänsch (PACBB, 2012)

Generalised Median Polish Based on Additive Generators. - Balasubramaniam Jayaram; Frank Klawonn (SMPS, 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)

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

RaCoCl: Robust rank correlation based clustering - An exploratory study for high-dimensional data. - Martin Krone; Frank Klawonn; Balasubramaniam Jayaram (FUZZ-IEEE, 2013)

Case-Centred Multidimensional Scaling for Classification Visualisation in Medical Diagnosis. - Frank Klawonn; Werner Lechner; Lorenz Grigull (HIS, 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 (IDA, 2013)

Handling Different Levels of Granularity within Naive Bayes Classifiers. - Kemal Ince; Frank Klawonn (IDEAL, 2013)

High against Low Quantile Comparison for Biomarker and Classifier Evaluation. - Katharina Tschumitschew; Frank Klawonn (IDEAL, 2013)

What Can Fuzzy Cluster Analysis Contribute to Clustering of High-Dimensional Data? - Frank Klawonn (WILF, 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)

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)

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 001; 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)

Prototype Based Fuzzy Clustering Algorithms in High-Dimensional Feature Spaces. - Roland Winkler; Frank Klawonn; Rudolf Kruse (A Passion for Fuzzy Sets, 2015)

VoQs: A Web Application for Visualization of Questionnaire Surveys. - Xiaowei Zhang; Frank Klawonn; Lorenz Grigull; Werner Lechner (IDA, 2015)

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)

Recognizing Time-Efficiently Local Botnet Infections - A Case Study. - Tanja Heuer; Ina Schiering; Frank Klawonn; Alexander Gabel; Martin Seeger (ARES, 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 (IDA, 2016)

Diagnosis Support for Orphan Diseases: A Case Study Using a Classifier Fusion Method. - Xiaowei Kortum; Lorenz Grigull; Urs Muecke; Werner Lechner; Frank Klawonn (IDEAL, 2016)

Exploring Data Sets for Clusters and Validating Single Clusters. - Frank Klawonn (KES, 2016)

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)

A Dynamic Adaptive Questionnaire for Improved Disease Diagnostics. - Xiaowei Kortum; Lorenz Grigull; Werner Lechner; Frank Klawonn (IDA, 2017)

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 001; Behzad Salami 001; Sergi Madonar; Miquel Pericàs; Pedro Trancoso; et al. (CF, 2018)

Improving the Decision Support in Diagnostic Systems Using Classifier Probability Calibration. - Xiaowei Kortum; Lorenz Grigull; Urs Muecke; Werner Lechner; Frank Klawonn (IDEAL (1), 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 (IDEAL (1), 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 001; Behzad Salami 001; Sergi Madonar; Miquel Pericàs; Pedro Trancoso; et al. (SAMOS, 2018)

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 001 (J. Comput. Civ. Eng., 2018)

LEGaTO: Low-Energy, Secure, and Resilient Toolset for Heterogeneous Computing. - Behzad Salami 001; Konstantinos Parasyris; Adrián Cristal; Osman S. Unsal; Xavier Martorell; Paul Carpenter; Raúl de la Cruz; Leonardo Bautista-Gomez; Daniel A. Jiménez; Carlos Álvarez 001; S. Nabavi; Sergi Madonar; et al. (CoRR, 2019)

LEGaTO: Low-Energy, Secure, and Resilient Toolset for Heterogeneous Computing. - Behzad Salami 001; Konstantinos Parasyris; Adrián Cristal; Osman S. Unsal; Xavier Martorell; Paul Carpenter; Raúl de la Cruz; Leonardo Bautista-Gomez; Daniel A. Jiménez; Carlos Álvarez 001; Seyed Saber Nabavi Larimi; Sergi Madonar; et al. (DATE, 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 (SMC, 2020)

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)

HCV data. - Ralf Lichtinghagen; Frank Klawonn; Georg Hoffmann (UCI Machine Learning Repository, 2020)

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)

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

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)

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)

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

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)

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)