Rudolf Kruse

According to our database1, Rudolf Kruse authored at least 229 papers between 1982 and 2019.

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Awards

IEEE Fellow

IEEE Fellow 2005, "For contributions to fuzzy learning, theory and applications.".

Timeline

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Bibliography

2019
A Local Approach to Forward Model Learning: Results on the Game of Life Game.
CoRR, 2019

Fuzzy Sets in Data Analysis: From Statistical Foundations to Machine Learning.
IEEE Comp. Int. Mag., 2019

A Local Approach to Forward Model Learning: Results on the Game of Life Game.
Proceedings of the IEEE Conference on Games, 2019

Reliability-Aware and Robust Multi-sensor Fusion Toward Ego-Lane Estimation Using Artificial Neural Networks.
Proceedings of the Information Quality in Information Fusion and Decision Making, 2019

2018
Multisource Fusion for Robust Road Detection Using Online Estimated Reliabilities.
IEEE Trans. Industrial Informatics, 2018

Model Decomposition for Forward Model Approximation.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

A General Reliability-Aware Fusion Concept Using DST and Supervised Learning with Its Applications in Multi-Source Road Estimation.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Predicting Opponent Moves for Improving Hearthstone AI.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Introduction to the Minitrack on Soft Computing: Methods and Applications.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

2017
Special issue "Applied soft computing for business analytics".
Appl. Soft Comput., 2017

Using a multiobjective genetic algorithm for curve approximation.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A decision heuristic for Monte Carlo tree search doppelkopf agents.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A survey of performance measures to evaluate ego-lane estimation and a novel sensor-independent measure along with its applications.
Proceedings of the 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2017

Online reliability assessment and reliability-aware fusion for Ego-Lane detection using influence diagram and Bayes filter.
Proceedings of the 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2017

Combining cooperative and adversarial coevolution in the context of pac-man.
Proceedings of the IEEE Conference on Computational Intelligence and Games, 2017

2016
Computational Intelligence - A Methodological Introduction, Second Edition
Texts in Computer Science, Springer, ISBN: 978-1-4471-7296-3, 2016

Memory-Efficient Analysis of Dense Functional Connectomes.
Front. Neuroinform., 2016

Dynamic Clustering in Social Networks using Louvain and Infomap Method.
CoRR, 2016

Online Community Detection by Using Nearest Hubs.
CoRR, 2016

An Efficient Decoder for the Recognition of Event-Related Potentials in High-Density MEG Recordings.
Computers, 2016

Decomposable Graphical Models on Learning, Fusion and Revision.
Proceedings of the Recent Developments and the New Direction in Soft-Computing Foundations and Applications, 2016

Variable density based clustering.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Fuzzy density based clustering with generalized centroids.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Detecting Inconsistencies in Revision Problems.
Proceedings of the Soft Methods for Data Science, 2016

Agglomerative Fuzzy Clustering.
Proceedings of the Soft Methods for Data Science, 2016

Learning of lane information reliability for intelligent vehicles.
Proceedings of the 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2016

Online Fuzzy Community Detection by Using Nearest Hubs.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Obtaining Shape Descriptors from a Concave Hull-Based Clustering Algorithm.
Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016

Dynamic Clustering in Social Networks Using Louvain and Infomap Method.
Proceedings of the Third European Network Intelligence Conference, 2016

Detecting overlapping community hierarchies in dynamic graphs.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
Handling Noise and Outliers in Fuzzy Clustering.
Proceedings of the Fifty Years of Fuzzy Logic and its Applications, 2015

Fuzzy Control.
Proceedings of the Springer Handbook of Computational Intelligence, 2015

On Merging and Dividing Social Graphs.
J. Artif. Intell. Soft Comput. Res., 2015

Bedeutung von Zugehörigkeitsgraden in der Fuzzy-Technologie.
Informatik Spektrum, 2015

Fuzzy clustering: More than just fuzzification.
Fuzzy Sets and Systems, 2015

A Clustering Approach to a Major-Accident Data Set: Analysis of Key Interactions to Minimise Human Errors.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

An Alternating Optimization Approach Based on Hierarchical Adaptations of DBSCAN.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Handling Selective Participation in Neuron Assembly Detection.
Proceedings of the Computational Intelligence - International Joint Conference, 2015

Exploring dinofun park happenings.
Proceedings of the 2015 IEEE Conference on Visual Analytics Science and Technology, 2015

Handling Revision Inconsistencies: Creating Useful Explanations.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

Introduction to the Soft Computing and Intelligent Data Analysis Minitrack.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

Towards Online Detection of Neural Assemblies in Parallel Spike Trains.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

Mining Frequent Parallel Episodes with Selective Participation.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Clustering Social Networks Using Competing Ant Hives.
Proceedings of the 2015 Second European Network Intelligence Conference, 2015

Handling Revision Inconsistencies: Towards Better Explanations.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2015

Prototype Based Fuzzy Clustering Algorithms in High-Dimensional Feature Spaces.
Proceedings of the Enric Trillas: A Passion for Fuzzy Sets, 2015

2014
Using Changes in Distribution to Identify Synchronized Point Processes.
Proceedings of the Strengthening Links Between Data Analysis and Soft Computing, 2014

Generating Events for Dynamic Social Network Simulations.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Introduction to the Soft Computing and Intelligent Data Analysis Minitrack.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

Symbolic Regression for Precrash Accident Severity Prediction.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

On merging and dividing of Barabási-Albert-graphs.
Proceedings of the IEEE Symposium on Evolving and Autonomous Learning Systems, 2014

2013
Evolutionary Fuzzy Rules for Ordinal Binary Classification with Monotonicity Constraints.
Proceedings of the Soft Computing: State of the Art Theory and Novel Applications, 2013

A New Distance Function for Prototype Based Clustering Algorithms in High Dimensional Spaces.
Proceedings of the Statistical Models for Data Analysis, 2013

Editorial of the special issue "Statistics with Imperfect Data".
Inf. Sci., 2013

Reasoning with Mass Distributions
CoRR, 2013

Robotic Grasp Initiation by Gaze Independent Brain-controlled Selection of Virtual Reality Objects.
Proceedings of the International Congress on Neurotechnology, Electronics and Informatics, 2013

Efficiency of SSVEF Recognition from the Magnetoencephalogram - A Comparison of Spectral Feature Classification and CCA-based Prediction.
Proceedings of the International Congress on Neurotechnology, Electronics and Informatics, 2013

The Effects of Edge Weights on Correlating Dynamical Networks - Comparing Unweighted and Weighted Brain Graphs of nervus opticus Patients.
Proceedings of the IJCCI 2013, 2013

Behavioral Clustering for Point Processes.
Proceedings of the Advances in Intelligent Data Analysis XII, 2013

Introduction to Soft Computing and Intelligent Data Analysis Minitrack.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Analysis and Visualization of Dynamic Clusterings.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Handling Inconsistencies in the Revision of Probability Distributions.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

Accelerating convergence in cartesian genetic programming by using a new genetic operator.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

On Fuzzy Data Analysis.
Proceedings of the On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 1, 2013

Computational Intelligence - A Methodological Introduction.
Texts in Computer Science, Springer, ISBN: 978-1-4471-5013-8, 2013

2012
Fuzzy Control for Knowledge-Based Interpolation.
Proceedings of the Combining Experimentation and Theory - A Hommage to Abe Mamdani, 2012

Analysis of Dynamic Brain Networks Using VAR Models.
Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012

Betriebssysteme und Rechnerverbund.
Proceedings of the 40 Jahre Informatik an der Technischen Universität Braunschweig, 1972, 2012

2011
Fuzzy c-means in High Dimensional Spaces.
IJFSA, 2011

Introduction.
Integrated Computer-Aided Engineering, 2011

Machine Learning Methods for Spatial Clustering on Precision Agriculture Data.
Proceedings of the Eleventh Scandinavian Conference on Artificial Intelligence, 2011

Exploratory Hierarchical Clustering for Management Zone Delineation in Precision Agriculture.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2011

M-Estimator induced Fuzzy Clustering Algorithms.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

On the usefulness of fuzzy SVMs and the extraction of fuzzy rules from SVMs.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

Fuzzy Logic in Computer Science.
Proceedings of the Computer Science, The Hardware, Software and Heart of It, 2011

2010
Visualizing and fuzzy filtering for discovering temporal trajectories of association rules.
J. Comput. Syst. Sci., 2010

Editor's foreword.
J. Comput. Syst. Sci., 2010

Hierarchical Spatial Clustering for Management Zone Delineation in Precision Agriculture.
Proceedings of the Advances in Data Mining. 10th Industrial Conference, 2010

Regression Models for Spatial Data: An Example from Precision Agriculture.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 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
Visualization of High-Dimensional Data with Polar Coordinates.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

A Treatment Outcome Prediction Model of Visual Field Recovery Using Self-Organizing Maps.
IEEE Trans. Biomed. Engineering, 2009

Mining changing customer segments in dynamic markets.
Expert Syst. Appl., 2009

Maschinelles Lernen von validierbaren Klassifikatoren zur autonomen Steuerung sicherheitsrelevanter Systeme (Machine Learning of Verifiable Classifiers for Autonomous Control of Safety-related Systems).
Automatisierungstechnik, 2009

Zuordnen von linguistischen Ausdrücken zu Motiven in Zeitreihen (Matching of Labeled Terms to Time Series Motifs).
Automatisierungstechnik, 2009

Feature Selection for Wheat Yield Prediction.
Proceedings of the Research and Development in Intelligent Systems XXVI, 2009

A Condensed Representation of Itemsets for Analyzing Their Evolution over Time.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Visual Data Mining of Agriculture Data.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Assessing the Strength of Structural Changes in Cooccurrence Graphs.
Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

Fuzzy Descriptions to Identify Temporal Substructure Changes of Cooccurrence Graphs.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Ensemble Learning for Multi-source Information Fusion.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009

Fuzzy Cluster Analysis of Larger Data Sets.
Proceedings of the Scalable Fuzzy Algorithms for Data Management and Analysis, 2009

Fuzzy Clustering with Repulsive Prototypes.
Proceedings of the Scalable Fuzzy Algorithms for Data Management and Analysis, 2009

2008
Application of Graphical Models in the Automotive Industry.
Proceedings of the Computational Intelligence in Automotive Applications, 2008

Fuzzy neural network.
Scholarpedia, 2008

Predicting the recognition of natural scenes from single trial MEG recordings of brain activity.
NeuroImage, 2008

Mining Frequent Temporal Patterns in Interval Sequences.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2008

Tackling Multiple-Instance Problems in Safety-Related Domains by Quasilinear SVM.
Proceedings of the Soft Methods for Handling Variability and Imprecision, 2008

Visualization of Agriculture Data Using Self-Organizing Maps.
Proceedings of the Applications and Innovations in Intelligent Systems XVI, 2008

An Algorithm for Anticipating Future Decision Trees from Concept-Drifting Data.
Proceedings of the Research and Development in Intelligent Systems XXV, 2008

Data Mining with Neural Networks for Wheat Yield Prediction.
Proceedings of the Advances in Data Mining. Medical Applications, 2008

Estimation of Neural Network Parameters for Wheat Yield Prediction.
Proceedings of the Artificial Intelligence in Theory and Practice II, 2008

Predicting Future Decision Trees from Evolving Data.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Clustering with Repulsive Prototypes.
Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008

Clustering Association Rules with Fuzzy Concepts.
Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008

08421 Working Group: Imprecision, Diversity and Uncertainty: Disentangling Threads in Uncertainty Management.
Proceedings of the Uncertainty Management in Information Systems, 12.10. - 17.10.2008, 2008

2007
Intelligent data analysis with fuzzy decision trees.
Soft Comput., 2007

A Novel Approach to Noise Clustering for Outlier Detection.
Soft Comput., 2007

Special Issue on Soft Computing for Information Mining.
Soft Comput., 2007

Visualization of Fuzzy Classifiers.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2007

Relevance Feedback for Association Rules by Leveraging Concepts from Information Retrieval.
Proceedings of the Research and Development in Intelligent Systems XXIV, 2007

Visualization of Possibilistic Potentials.
Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007

Probabilistic Graphical Models for Data Mining and Planning in Automotive Industry.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Multiple Cluster Merging and Multihop Transmission in Wireless Sensor Networks.
Proceedings of the Advances in Grid and Pervasive Computing, 2007

FSMTree: An Efficient Algorithm for Mining Frequent Temporal Patterns.
Proceedings of the Data Analysis, Machine Learning and Applications, 2007

2006
A fuzzy rule system describing transfer passenger movements.
Soft Comput., 2006

Data analysis with fuzzy clustering methods.
Computational Statistics & Data Analysis, 2006

POLARMAP - Efficient Visualisation of High Dimensional Data.
Proceedings of the 10th International Conference on Information Visualisation, 2006

Visualization of Single Clusters.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

Single Cluster Visualization to Optimize Air Traffic Management.
Proceedings of the Advances in Data Analysis, 2006

Typicality Degrees and Fuzzy Prototypes for Clustering.
Proceedings of the Advances in Data Analysis, 2006

Data Summarisation by Typicality-based Clustering for Vectorial and Non Vectorial Data.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Improved Classification of Surface Defects for Quality Control of Car Body Panels.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Finding the Number of Fuzzy Clusters by Resampling.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Fuzzy Control - Fundamentals, Stability and Design of Fuzzy Controllers
Studies in Fuzziness and Soft Computing 200, Springer, ISBN: 978-3-540-31765-4, 2006

Graphical Models for Industrial Planning on Complex Domains.
Proceedings of the Decision Theory and Multi-Agent Planning, 2006

2005
Semi-supervised learning in knowledge discovery.
Fuzzy Sets and Systems, 2005

Soft computing for automated surface quality analysis of exterior car body panels.
Appl. Soft Comput., 2005

MDSpolar: A New Approach for Dimension Reduction to Visualize High Dimensional Data.
Proceedings of the Advances in Intelligent Data Analysis VI, 2005

Fuzzy frequent pattern discovering based on recursive elimination.
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

Probabilistic Graphical Models in Complex Industrial Applications.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

Effects of Irrelevant Attributes in Fuzzy Clustering.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Fuzzy Learning Vector Quantization with Size and Shape Parameters.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Information Miner - a Data Analysis Platform.
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

Knowledge-Based Operations for Graphical Models in Planning.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

Probabilistic Graphical Models for the Diagnosis of Analog Electrical Circuits.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

2004
Recent advances in exploratory data analysis with neuro-fuzzy methods.
Soft Comput., 2004

Different approaches to fuzzy clustering of incomplete datasets.
Int. J. Approx. Reasoning, 2004

Guest Editorial: "Advances in intelligent data analysis".
Intell. Data Anal., 2004

An extension to possibilistic fuzzy cluster analysis.
Fuzzy Sets and Systems, 2004

Probabilistische grafische Modellle und ihre Anwendung in der Automobilindustrie.
Datenbank-Spektrum, 2004

Shape and Size Regularization in Expectation Maximization and Fuzzy Clustering.
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Adaptable Markov models in industrial planning.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

The Inherent Indistinguishability in Fuzzy Systems.
Proceedings of the Logic versus Approximation, 2004

Evolutionäre Algorithmen - genetische Algorithmen, Strategien und Optimierungsverfahren, Beispielanwendungen.
Vieweg, ISBN: 978-3-528-05570-7, 2004

2003
Self-Organizing Maps for Interactive Search in Document Databases.
Proceedings of the Intelligent Exploration of the Web, 2003

Learning possibilistic graphical models from data.
IEEE Trans. Fuzzy Systems, 2003

Information mining.
Int. J. Approx. Reasoning, 2003

Operations and evaluation measures for learning possibilistic graphical models.
Artif. Intell., 2003

Differentiated Treatment of Missing Values in Fuzzy Clustering.
Proceedings of the Fuzzy Sets and Systems - IFSA 2003, 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, June 30, 2003

Neuro-fuzzy classification of surface form deviations.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Speeding up fuzzy clustering with neural network techniques.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Local Structure Learning in Graphical Models.
Proceedings of the Planning Based on Decision Theory, 2003

Unsicheres und vages Wissens.
Proceedings of the Handbuch der Künstlichen Intelligenz, 2003

Neuro-Fuzzy-Systeme
Vieweg, ISBN: 978-3-528-25265-6, 2003

2002
SomAccess - Ein Softwareprototyp zur interaktiven Navigation in Textdatenbanken.
KI, 2002

Neuro-fuzzy approach to forecast returns of scrapped products to recycling and remanufacturing.
Knowl.-Based Syst., 2002

A Neuro-Fuzzy Approach to Optimize Hierarchical Recurrent Fuzzy Systems.
FO & DM, 2002

Fuzzy Rule Generation for Transfer Passenger Analysis.
Proceedings of the FSDK'02, 2002

Data Mining with Graphical Models.
Proceedings of the Algorithmic Learning Theory, 13th International Conference, 2002

Graphical models - methods for data analysis and mining.
Wiley, ISBN: 978-0-470-84337-6, 2002

2001
Interview with Prof. Lotfi A. Zadeh.
KI, 2001

Unsicherheit und Vagheit - Serviceteil.
KI, 2001

Unsicherheit und Vagheit: Begriffe, Methoden, Forschungsthemen.
KI, 2001

Using recurrent neuro-fuzzy techniques for the identification and simulation of dynamic systems.
Neurocomputing, 2001

Information fusion in the context of stock index prediction.
Int. J. Intell. Syst., 2001

Fusion: General concepts and characteristics.
Int. J. Intell. Syst., 2001

Learning Graphical Models With Hypertree Structure Using a Simulated Annealing Approach.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Information mining.
Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001

An Empirical Investigation of the K2 Metric.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001

Information Fusion in Neuro-Fuzzy Systems.
Proceedings of the Data Fusion and Perception, 2001

2000
NEFCLASS-J - A JAVA-Based Soft Computing Tool.
Proceedings of the Intelligent Systems and Soft Computing: Prospects, 2000

Problems and Prospects in Fuzzy Data Analysis.
Proceedings of the Intelligent Systems and Soft Computing: Prospects, 2000

Information Mining: Applications in Image Processing.
Proceedings of the SOFSEM 2000: Theory and Practice of Informatics, 27th Conference on Current Trends in Theory and Practice of Informatics, Milovy, Czech Republic, November 25, 2000

Controlling Asymmetric Errors in Neuro-Fuzzy Classification.
Proceedings of the Applied Computing 2000, 2000

Effects of antecedent pruning in fuzzy classification systems.
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000

1999
Neuro-fuzzy systems for function approximation.
Fuzzy Sets and Systems, 1999

Obtaining interpretable fuzzy classification rules from medical data.
Artificial Intelligence in Medicine, 1999

Information Fusion in the Context of Stock Index Prediction.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1999

A Critique of Inductive Causation.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1999

1998
Neuro-fuzzy control based on the NEFCON-model: recent developments.
Soft Comput., 1998

Book reviews.
Math. Meth. of OR, 1998

Lernen probabilistischer und possibilistischer Netze aus Daten: Theorie und Anwendung.
KI, 1998

Workshop: Data Mining und Data Warehousing als Grundlage moderner entscheidungsunterstützender Systeme.
Proceedings of the Informatik '98, 1998

Background to and perspectives on possibilistic graphical models.
Proceedings of the Applications of Uncertainty Formalisms, 1998

1997
Numerical stability analysis for fuzzy control.
Int. J. Approx. Reasoning, 1997

Erlerner von Fuzzy-Regeln.
Inform., Forsch. Entwickl., 1997

Methods for data analysis in classification and control.
Fuzzy Sets and Systems, 1997

A neuro-fuzzy method to learn fuzzy classification rules from data.
Fuzzy Sets and Systems, 1997

Constructing a fuzzy controller from data.
Fuzzy Sets and Systems, 1997

Background and Perspectives of Possibilistic Graphical Models.
Proceedings of the Qualitative and Quantitative Practical Reasoning, 1997

Some Experimental Results on Learning Probabilistic and Possibilistic Networks with Different Evaluation Measures.
Proceedings of the Qualitative and Quantitative Practical Reasoning, 1997

1996
Fuzzy-Systeme - Positive Aspekte der Unvollkommenheit.
Informatik Spektrum, 1996

Fuzzy queries for top-management succession planning.
Proceedings of the IEEE/IAFE 1996 Conference on Computational Intelligence for Financial Engineering, 1996

The Transferable Belief Model for Belief Representation.
Proceedings of the Uncertainty Management in Information Systems: From Needs to Solution., 1996

1995
Fuzzy control on the basis of equality relations with an example from idle speed control.
IEEE Trans. Fuzzy Systems, 1995

NEFCLASSmdash;a neuro-fuzzy approach for the classification of data.
Proceedings of the 1995 ACM symposium on applied computing, 1995

Axiomatic Treatment of Possibilistic Independence.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1995

Reasoning and Learning in Probabilistic and Possibilistic Networks: An Overview.
Proceedings of the Machine Learning: ECML-95, 1995

Learning Possibilistic Networks from Data.
Proceedings of the Learning from Data, 1995

Fuzzy-Systeme (2. Aufl.).
Leitfäden der Informatik, Teubner, ISBN: 978-3-519-12130-5, 1995

1994
Future trends in fuzzy logic application (panel session).
Proceedings of the 1994 ACM Symposium on Applied Computing, 1994

A fuzzy controller for idle speed regulation.
Proceedings of the 1994 ACM Symposium on Applied Computing, 1994

A Numerical Framework for Possibilistic Abduction.
Proceedings of the Advances in Intelligent Computing, 1994

Modifications of Genetic Algorithms for Designing and Optimizing Fuzzy Controllers.
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994

Anpassung Genetischer Algorithmen zum Erlernen und Optimieren von Fuzzy-Reglern.
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
Fuzzy-Systeme - einige Klarstellungen.
KI, 1993

The context model: An integrating view of vagueness and uncertainty.
Int. J. Approx. Reasoning, 1993

DRUMS: Defeasible Reasoning and Uncertainty Management Systems.
AI Commun., 1993

Combining Neural Networks and Fuzzy Controllers.
Proceedings of the Fuzzy Logic in Artificial Intelligence, 1993

A fuzzy neural network learning fuzzy control rules and membership functions by fuzzy error backpropagation.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

A New Approach to Semantic Aspects of Possibilistic Reasoning.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1993

Fuzzy-Systeme.
Leitfäden und Monographien der Informatik, Teubner, ISBN: 978-3-519-02130-8, 1993

1992
Reasoning under Uncertainty with Temporal Aspects.
Proceedings of the Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1992

1991
Modellierung von Vagheit und Unsicherheit.
KI, 1991

ESPRIT - Projekt DRUMS: Defeasible Reasoning und Uncertainty Management Systems.
KI, 1991

Reasoning with Mass Distributions.
Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991

On a Tool for Reasoning with Mass Distributions.
Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991

Reasoning with Mass Distributions and the Context Model.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1991

Uncertainty and vagueness in knowledge based systems: numerical methods.
Artificial intelligence, Springer, ISBN: 0387541659, 1991

1990
Fuzzy reasoning in a multidimensional space of hypotheses.
Int. J. Approx. Reasoning, 1990

Numerische Methoden zur Verarbeitung unsicherer Informationen in wissensbasierten Systemen.
Proceedings of the Konzeption und Einsatz von Umweltinformationssystemen, 1990

On the Combination of Information Sources.
Proceedings of the Uncertainty in Knowledge Bases, 1990

1989
Das Salzgitter-Modell - Ein Beispiel für die Zusammenarbeit zwischen Hochschule und Industrie bei der Entwicklung komplexer Software-Systeme.
Proceedings of the Organisation der Datenverarbeitung, 1989

1986
Ein softwaretechnisches Praktikum: Kooperation zwischen Hochschule und Industrie.
Angewandte Informatik, 1986

1984
Statistical estimation with linguistic data.
Inf. Sci., 1984

1982
The strong law of large numbers for fuzzy random variables.
Inf. Sci., 1982


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