Rudolf Kruse

267 papers A* 5A 3B 22C 21Misc 9Journal 72Unranked 87
YearRankTypeTitle / Venue / Authors
2022 — ch.
Balancing Exploration and Exploitation in Forward Model Learning.
Advances in Intelligent Systems Research and Innovation
Alexander Dockhorn, Rudolf Kruse
2022 — book
Computational Intelligence - A Methodological Introduction, Third Edition
Rudolf Kruse, Sanaz Mostaghim, Christian Borgelt, Christian Braune, Matthias Steinbrecher
2022 — conf
Probabilistic Graphical Models: On Reasoning, Learning, and Revision (Extended Abstract).
KDIR
Rudolf Kruse
2021 — ch.
Association Rule Mining for Unknown Video Games.
Fuzzy Approaches for Soft Computing and Approximate Reasoning
Alexander Dockhorn, Chris Saxton, Rudolf Kruse
2021 J jnl
Modellheuristiken für effizientes forward model learning.
Autom.
Alexander Dockhorn, Rudolf Kruse
2020 — ed.
10th IEEE International Conference on Intelligent Systems, IS 2020, Varna, Bulgaria, August 28-30, 2020
IEEE Conf. on Intelligent Systems
Vassil Sgurev, Vladimir Jotsov, Rudolf Kruse, Mincho Hadjiski
2020 — conf
Forward Model Learning for Motion Control Tasks.
IEEE Conf. on Intelligent Systems
Alexander Dockhorn, Rudolf Kruse
2020 J jnl
Predicting Cards Using a Fuzzy Multiset Clustering of Decks.
Int. J. Comput. Intell. Syst.
Alexander Dockhorn, Rudolf Kruse
2020 — ch.
Unsicheres, impräzises und unscharfes Wissen.
Handbuch der Künstlichen Intelligenz
Christian Borgelt, Christian Braune, Rudolf Kruse
2019 C conf
A Local Approach to Forward Model Learning: Results on the Game of Life Game.
CoG
Simon M. Lucas, Alexander Dockhorn, Vanessa Volz, Chris Bamford, Raluca D. Gaina, Ivan Bravi, Diego Pérez-Liébana, Sanaz Mostaghim, Rudolf Kruse
2019 J jnl
A Local Approach to Forward Model Learning: Results on the Game of Life Game.
CoRR
Simon M. Lucas, Alexander Dockhorn, Vanessa Volz, Chris Bamford, Raluca D. Gaina, Ivan Bravi, Diego Pérez-Liébana, Sanaz Mostaghim, Rudolf Kruse
2019 — conf
Fuzzy Multiset Clustering for Metagame Analysis.
EUSFLAT Conf.
Alexander Dockhorn, Tony Schwensfeier, Rudolf Kruse
2019 J jnl
Fuzzy Sets in Data Analysis: From Statistical Foundations to Machine Learning.
IEEE Comput. Intell. Mag.
Inés Couso, Christian Borgelt, Eyke Hüllermeier, Rudolf Kruse
2019 — ch.
Reliability-Aware and Robust Multi-sensor Fusion Toward Ego-Lane Estimation Using Artificial Neural Networks.
Information Quality in Information Fusion and Decision Making
Tran Tuan Nguyen, Jan-Ole Perschewski, Fabian Engel, Jonas Kruesemann, Jonas Sitzmann, Jens Spehr, Sebastian Zug, Rudolf Kruse
2018 B conf
A General Reliability-Aware Fusion Concept Using DST and Supervised Learning with Its Applications in Multi-Source Road Estimation.
Intelligent Vehicles Symposium
Tran Tuan Nguyen, Jens Spehr, Dominik Vock, Marcus Baum, Sebastian Zug, Rudolf Kruse
2018 — conf
Introduction to the Minitrack on Soft Computing: Methods and Applications.
HICSS
Gabriella Pasi, Rudolf Kruse, Marco Viviani
2018 — conf
Model Decomposition for Forward Model Approximation.
SSCI
Alexander Dockhorn, Tim Tippelt, Rudolf Kruse
2018 J jnl
Multisource Fusion for Robust Road Detection Using Online Estimated Reliabilities.
IEEE Trans. Ind. Informatics
Tran Tuan Nguyen, Jens Spehr, Sebastian Zug, Rudolf Kruse
2018 — conf
Predicting Opponent Moves for Improving Hearthstone AI.
IPMU (2)
Alexander Dockhorn, Max Frick, Ünal Akkaya, Rudolf Kruse
2017 — conf
A decision heuristic for Monte Carlo tree search doppelkopf agents.
SSCI
Alexander Dockhorn, Christoph Doell, Matthias Hewelt, Rudolf Kruse
2017 — conf
A survey of performance measures to evaluate ego-lane estimation and a novel sensor-independent measure along with its applications.
MFI
Tran Tuan Nguyen, Jens Spehr, Jian Xiong, Marcus Baum, Sebastian Zug, Rudolf Kruse
2017 — conf
Combining cooperative and adversarial coevolution in the context of pac-man.
CIG
Alexander Dockhorn, Rudolf Kruse
2017 — conf
Online reliability assessment and reliability-aware fusion for Ego-Lane detection using influence diagram and Bayes filter.
MFI
Tran Tuan Nguyen, Jens Spehr, Jian Xiong, Marcus Baum, Sebastian Zug, Rudolf Kruse
2017 J jnl
Special issue "Applied soft computing for business analytics".
Appl. Soft Comput.
Richard Weber, Cristián Bravo, Rudolf Kruse, Sebastián Maldonado
2017 — conf
Using a multiobjective genetic algorithm for curve approximation.
SSCI
Tim Sabsch, Christian Braune, Alexander Dockhorn, Rudolf Kruse
2016 — conf
Agglomerative Fuzzy Clustering.
SMPS
Christian Borgelt, Rudolf Kruse
2016 J jnl
An Efficient Decoder for the Recognition of Event-Related Potentials in High-Density MEG Recordings.
Comput.
Christoph Reichert, Stefan Dürschmid, Rudolf Kruse, Hermann Hinrichs
2016 — book
Computational Intelligence - A Methodological Introduction, Second Edition
Rudolf Kruse, Christian Borgelt, Christian Braune, Sanaz Mostaghim, Matthias Steinbrecher
2016 — conf
Decomposable Graphical Models on Learning, Fusion and Revision.
WCSC
Fabian Schmidt, Jörg Gebhardt, Rudolf Kruse
2016 — conf
Detecting Inconsistencies in Revision Problems.
SMPS
Fabian Schmidt, Jörg Gebhardt, Rudolf Kruse
2016 B conf
Detecting overlapping community hierarchies in dynamic graphs.
ASONAM
Pascal Held, Rudolf Kruse
2016 — conf
Dynamic Clustering in Social Networks Using Louvain and Infomap Method.
ENIC
Pascal Held, Benjamin Krause, Rudolf Kruse
2016 J jnl
Dynamic Clustering in Social Networks using Louvain and Infomap Method.
CoRR
Pascal Held, Benjamin Krause, Rudolf Kruse
2016 — conf
Fuzzy density based clustering with generalized centroids.
SSCI
Christian Braune, Rudolf Kruse
2016 — conf
Introduction to the Soft Computing and Intelligent Data Analysis Minitrack.
HICSS
Rudolf Kruse, Gabriella Pasi, José Maria Alonso
2016 — conf
Learning of lane information reliability for intelligent vehicles.
MFI
Tran Tuan Nguyen, Jens Spehr, Matthias Uhlemann, Sebastian Zug, Rudolf Kruse
2016 J jnl
Memory-Efficient Analysis of Dense Functional Connectomes.
Frontiers Neuroinformatics
Kristian Loewe, Sarah E. Donohue, Mircea Ariel Schoenfeld, Rudolf Kruse, Christian Borgelt
2016 B conf
Obtaining Shape Descriptors from a Concave Hull-Based Clustering Algorithm.
IDA
Christian Braune, Marco Dankel, Rudolf Kruse
2016 J jnl
Online Community Detection by Using Nearest Hubs.
CoRR
Pascal Held, Rudolf Kruse
2016 — conf
Online Fuzzy Community Detection by Using Nearest Hubs.
IPMU (2)
Pascal Held, Rudolf Kruse
2016 — conf
Variable density based clustering.
SSCI
Alexander Dockhorn, Christian Braune, Rudolf Kruse
2015 — conf
A Clustering Approach to a Major-Accident Data Set: Analysis of Key Interactions to Minimise Human Errors.
SSCI
Raphael Moura, Christoph Doell, Michael Beer, Rudolf Kruse
2015 — conf
An Alternating Optimization Approach Based on Hierarchical Adaptations of DBSCAN.
SSCI
Alexander Dockhorn, Christian Braune, Rudolf Kruse
2015 J jnl
Bedeutung von Zugehörigkeitsgraden in der Fuzzy-Technologie.
Inform. Spektrum
Christian Borgelt, Rudolf Kruse
2015 — conf
Clustering Social Networks Using Competing Ant Hives.
ENIC
Pascal Held, Alexander Dockhorn, Benjamin Krause, Rudolf Kruse
2015 — conf
Exploring dinofun park happenings.
VAST
Pascal Held, Christian Braune, Rudolf Kruse
2015 — ch.
Fuzzy Control.
Handbook of Computational Intelligence
Christian Moewes, Ralf Mikut, Rudolf Kruse
2015 J jnl
Fuzzy clustering: More than just fuzzification.
Fuzzy Sets Syst.
Frank Klawonn, Rudolf Kruse, Roland Winkler
2015 — ch.
Handling Noise and Outliers in Fuzzy Clustering.
Fifty Years of Fuzzy Logic and its Applications
Christian Borgelt, Christian Braune, Marie-Jeanne Lesot, Rudolf Kruse
2015 — conf
Handling Revision Inconsistencies: Creating Useful Explanations.
HICSS
Fabian Schmidt, Jörg Gebhardt, Rudolf Kruse
2015 C conf
Handling Revision Inconsistencies: Towards Better Explanations.
ECSQARU
Fabian Schmidt, Jörg Gebhardt, Rudolf Kruse
2015 — conf
Handling Selective Participation in Neuron Assembly Detection.
IJCCI (Selected Papers)
Salatiel Ezennaya-Gomez, Christian Borgelt, Christian Braune, Kristian Loewe, Rudolf Kruse
2015 — conf
Introduction to the Soft Computing and Intelligent Data Analysis Minitrack.
HICSS
Rudolf Kruse, Gabriella Pasi, José Maria Alonso
2015 — conf
Mining Frequent Parallel Episodes with Selective Participation.
IFSA-EUSFLAT
Christian Borgelt, Christian Braune, Kristian Loewe, Rudolf Kruse
2015 J jnl
On Merging and Dividing Social Graphs.
J. Artif. Intell. Soft Comput. Res.
Pascal Held, Alexander Dockhorn, Rudolf Kruse
2015 — conf
Prototype Based Fuzzy Clustering Algorithms in High-Dimensional Feature Spaces.
A Passion for Fuzzy Sets
Roland Winkler, Frank Klawonn, Rudolf Kruse
2015 — conf
Towards Online Detection of Neural Assemblies in Parallel Spike Trains.
HICSS
Christian Braune, Martin Glauer, Rudolf Kruse
2014 — conf
Generating Events for Dynamic Social Network Simulations.
IPMU (2)
Pascal Held, Alexander Dockhorn, Rudolf Kruse
2014 — conf
Introduction to the Soft Computing and Intelligent Data Analysis Minitrack.
HICSS
Rudolf Kruse
2014 — conf
On merging and dividing of Barabási-Albert-graphs.
EALS
Pascal Held, Alexander Dockhorn, Rudolf Kruse
2014 Misc conf
Symbolic Regression for Precrash Accident Severity Prediction.
HAIS
Andreas Meier, Mark Gonter, Rudolf Kruse
2014 — conf
Using Changes in Distribution to Identify Synchronized Point Processes.
SMPS
Christian Braune, Stephan Besecke, Rudolf Kruse
2013 — ch.
A New Distance Function for Prototype Based Clustering Algorithms in High Dimensional Spaces.
Statistical Models for Data Analysis
Roland Winkler, Frank Klawonn, Rudolf Kruse
2013 A conf
Accelerating convergence in cartesian genetic programming by using a new genetic operator.
GECCO
Andreas Meier, Mark Gonter, Rudolf Kruse
2013 — conf
Analysis and Visualization of Dynamic Clusterings.
HICSS
Pascal Held, Rudolf Kruse
2013 B conf
Behavioral Clustering for Point Processes.
IDA
Christian Braune, Christian Borgelt, Rudolf Kruse
2013 — book
Computational Intelligence - A Methodological Introduction.
Rudolf Kruse, Christian Borgelt, Frank Klawonn, Christian Moewes, Matthias Steinbrecher, Pascal Held
2013 J jnl
Editorial of the special issue "Statistics with Imperfect Data".
Inf. Sci.
María Angeles Gil, Gil González-Rodríguez, Rudolf Kruse
2013 — conf
Efficiency of SSVEF Recognition from the Magnetoencephalogram - A Comparison of Spectral Feature Classification and CCA-based Prediction.
NEUROTECHNIX
Christoph Reichert, Matthias Kennel, Rudolf Kruse, Hermann Hinrichs, Jochem W. Rieger
2013 — ch.
Evolutionary Fuzzy Rules for Ordinal Binary Classification with Monotonicity Constraints.
Soft Computing: State of the Art Theory and Novel Applications
Christian Moewes, Rudolf Kruse
2013 Misc conf
Handling Inconsistencies in the Revision of Probability Distributions.
HAIS
Fabian Schmidt, Jan Wendler, Jörg Gebhardt, Rudolf Kruse
2013 — conf
Introduction to Soft Computing and Intelligent Data Analysis Minitrack.
HICSS
Rudolf Kruse
2013 — conf
On Fuzzy Data Analysis.
On Fuzziness (1)
Rudolf Kruse, Pascal Held, Christian Moewes
2013 J jnl
Reasoning with Mass Distributions
CoRR
Rudolf Kruse, Detlef D. Nauck, Frank Klawonn
2013 — conf
Robotic Grasp Initiation by Gaze Independent Brain-controlled Selection of Virtual Reality Objects.
NEUROTECHNIX
Christoph Reichert, Matthias Kennel, Rudolf Kruse, Hans-Jochen Heinze, Ulrich Schmucker, Hermann Hinrichs, Jochem W. Rieger
2013 — ed.
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
SMPS
Rudolf Kruse, Michael R. Berthold, Christian Moewes, María Angeles Gil, Przemyslaw Grzegorzewski, Olgierd Hryniewicz
2013 C conf
The Effects of Edge Weights on Correlating Dynamical Networks - Comparing Unweighted and Weighted Brain Graphs of nervus opticus Patients.
IJCCI
Christian Moewes, Rudolf Kruse
2013 — ch.
Unsicheres und vages Wissen.
Handbuch der Künstlichen Intelligenz
Christian Borgelt, Christian Braune, Heiko Timm, Rudolf Kruse
2012 — conf
Analysis of Dynamic Brain Networks Using VAR Models.
SMPS
Christian Moewes, Rudolf Kruse, Bernhard A. Sabel
2012 — conf
Betriebssysteme und Rechnerverbund.
40 Jahre Informatik @ Braunschweig
Günther Stiege, Horst Langendörfer, Rudolf Kruse, Martina Zitterbart, Stefan Fischer, Lars C. Wolf, Michael Beigl, Rüdiger Kapitza
2012 — ch.
Fuzzy Control for Knowledge-Based Interpolation.
Combining Experimentation and Theory
Christian Moewes, Rudolf Kruse
2011 A* conf
Exploratory Hierarchical Clustering for Management Zone Delineation in Precision Agriculture.
ICDM
Georg Ruß, Rudolf Kruse
2011 — ch.
Fuzzy Logic in Computer Science.
Computer Science, The Hardware, Software and Heart of It
Radim Belohlávek, Rudolf Kruse, Christian Moewes
2011 J jnl
Fuzzy c-means in High Dimensional Spaces.
Int. J. Fuzzy Syst. Appl.
Roland Winkler, Frank Klawonn, Rudolf Kruse
2011 J jnl
Introduction.
Integr. Comput. Aided Eng.
Rudolf Kruse, Michael Beer, Lotfi A. Zadeh
2011 — conf
M-Estimator induced Fuzzy Clustering Algorithms.
EUSFLAT Conf.
Roland Winkler, Frank Klawonn, Rudolf Kruse
2011 — conf
Machine Learning Methods for Spatial Clustering on Precision Agriculture Data.
SCAI
Georg Ruß, Rudolf Kruse
2011 — conf
On the usefulness of fuzzy SVMs and the extraction of fuzzy rules from SVMs.
EUSFLAT Conf.
Christian Moewes, Rudolf Kruse
2010 C ed.
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
IPMU
Eyke Hüllermeier, Rudolf Kruse, Frank Hoffmann
2010 J jnl
Editor's foreword.
J. Comput. Syst. Sci.
Radim Belohlávek, Rudolf Kruse
2010 — ch.
Ensemble Learning for Multi-source Information Fusion.
Intelligent Autonomous Systems
Jörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte, Rudolf Kruse
2010 — conf
Hierarchical Spatial Clustering for Management Zone Delineation in Precision Agriculture.
ICDM (Workshops)
Georg Ruß, Martin Schneider, Rudolf Kruse
2010 — ed.
Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications - 13th International Conference, IPMU 2010, Dortmund, Germany, June 28 - July 2, 2010. Proceedings, Part II
IPMU (2)
Eyke Hüllermeier, Rudolf Kruse, Frank Hoffmann
2010 — ed.
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
IPMU (1)
Eyke Hüllermeier, Rudolf Kruse, Frank Hoffmann
2010 — conf
Problems of Fuzzy c-Means Clustering and Similar Algorithms with High Dimensional Data Sets.
GfKl
Roland Winkler, Frank Klawonn, Rudolf Kruse
2010 A* conf
Regression Models for Spatial Data: An Example from Precision Agriculture.
ICDM
Georg Ruß, Rudolf Kruse
2010 J jnl
Visualizing and fuzzy filtering for discovering temporal trajectories of association rules.
J. Comput. Syst. Sci.
Matthias Steinbrecher, Rudolf Kruse
2009 — conf
A Condensed Representation of Itemsets for Analyzing Their Evolution over Time.
ECML/PKDD (1)
Mirko Böttcher, Martin Spott, Rudolf Kruse
2009 J jnl
A Treatment Outcome Prediction Model of Visual Field Recovery Using Self-Organizing Maps.
IEEE Trans. Biomed. Eng.
Tobias Günther, Iris Mueller, Markus Preuss, Rudolf Kruse, Bernhard A. Sabel
2009 Misc conf
Assessing the Strength of Structural Changes in Cooccurrence Graphs.
KI
Matthias Steinbrecher, Rudolf Kruse
2009 C conf
Ensemble Learning for Multi-source Information Fusion.
ECSQARU
Jörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte, Rudolf Kruse
2009 — conf
Feature Selection for Wheat Yield Prediction.
SGAI Conf.
Georg Ruß, Rudolf Kruse
2009 — ch.
Fuzzy Cluster Analysis of Larger Data Sets.
Scalable Fuzzy Algorithms for Data Management and Analysis
Roland Winkler, Frank Klawonn, Frank Höppner, Rudolf Kruse
2009 — ch.
Fuzzy Clustering with Repulsive Prototypes.
Scalable Fuzzy Algorithms for Data Management and Analysis
Frank Rehm, Roland Winkler, Rudolf Kruse
2009 — conf
Fuzzy Descriptions to Identify Temporal Substructure Changes of Cooccurrence Graphs.
IFSA/EUSFLAT Conf.
Matthias Steinbrecher, Rudolf Kruse
2009 J jnl
Maschinelles Lernen von validierbaren Klassifikatoren zur autonomen Steuerung sicherheitsrelevanter Systeme (Machine Learning of Verifiable Classifiers for Autonomous Control of Safety-related Systems).
Autom.
Sebastian Nusser, Clemens Otte, Werner Hauptmann, Oskar Leirich, Manfred Krätschmer, Rudolf Kruse
2009 J jnl
Mining changing customer segments in dynamic markets.
Expert Syst. Appl.
Mirko Böttcher, Martin Spott, Detlef D. Nauck, Rudolf Kruse
2009 — conf
Visual Data Mining of Agriculture Data.
MLDM Posters
Georg Ruß, Rudolf Kruse, Martin Schneider, Peter Wagner
2009 — ch.
Visualization of High-Dimensional Data with Polar Coordinates.
Encyclopedia of Data Warehousing and Mining
Frank Rehm, Frank Klawonn, Rudolf Kruse
2009 J jnl
Zuordnen von linguistischen Ausdrücken zu Motiven in Zeitreihen (Matching of Labeled Terms to Time Series Motifs).
Autom.
Christian Moewes, Rudolf Kruse
2008 — conf
08421 Working Group: Imprecision, Diversity and Uncertainty: Disentangling Threads in Uncertainty Management.
Uncertainty Management in Information Systems
Myra Spiliopoulou, Maurice van Keulen, Hans-Joachim Lenz, Jef Wijsen, Matthias Renz, Rudolf Kruse, Mirco Stern
2008 — conf
An Algorithm for Anticipating Future Decision Trees from Concept-Drifting Data.
SGAI Conf.
Mirko Böttcher, Martin Spott, Rudolf Kruse
2008 — ch.
Application of Graphical Models in the Automotive Industry.
Computational Intelligence in Automotive Applications
Matthias Steinbrecher, Frank Rügheimer, Rudolf Kruse
2008 — conf
Clustering Association Rules with Fuzzy Concepts.
GfKl
Matthias Steinbrecher, Rudolf Kruse
2008 — conf
Clustering with Repulsive Prototypes.
GfKl
Roland Winkler, Frank Rehm, Rudolf Kruse
2008 A* conf
Data Mining with Neural Networks for Wheat Yield Prediction.
ICDM
Georg Ruß, Rudolf Kruse, Martin Schneider, Peter Wagner
2008 — conf
Estimation of Neural Network Parameters for Wheat Yield Prediction.
IFIP AI
Georg Ruß, Rudolf Kruse, Martin Schneider, Peter Wagner
2008 J jnl
Fuzzy neural network.
Scholarpedia
Rudolf Kruse
2008 J jnl
Mining Frequent Temporal Patterns in Interval Sequences.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Steffen Kempe, Jochen Hipp, Carsten Lanquillon, Rudolf Kruse
2008 A* conf
Predicting Future Decision Trees from Evolving Data.
ICDM
Mirko Böttcher, Martin Spott, Rudolf Kruse
2008 J jnl
Predicting the recognition of natural scenes from single trial MEG recordings of brain activity.
NeuroImage
Jochem W. Rieger, Christoph Reichert, Karl R. Gegenfurtner, Tömme Noesselt, Christoph Braun, Hans-Jochen Heinze, Rudolf Kruse, Hermann Hinrichs
2008 — conf
Tackling Multiple-Instance Problems in Safety-Related Domains by Quasilinear SVM.
SMPS
Christian Moewes, Clemens Otte, Rudolf Kruse
2008 — conf
Visualization of Agriculture Data Using Self-Organizing Maps.
SGAI Conf. (Applications)
Georg Ruß, Rudolf Kruse, Martin Schneider, Peter Wagner
2007 J jnl
A Novel Approach to Noise Clustering for Outlier Detection.
Soft Comput.
Frank Rehm, Frank Klawonn, Rudolf Kruse
2007 — conf
FSMTree: An Efficient Algorithm for Mining Frequent Temporal Patterns.
GfKl
Steffen Kempe, Jochen Hipp, Rudolf Kruse
2007 J jnl
Intelligent data analysis with fuzzy decision trees.
Soft Comput.
Xiaomeng Wang, Detlef D. Nauck, Martin Spott, Rudolf Kruse
2007 C conf
Multiple Cluster Merging and Multihop Transmission in Wireless Sensor Networks.
GPC
Siddeswara Mayura Guru, Matthias Steinbrecher, Saman K. Halgamuge, Rudolf Kruse
2007 — conf
Probabilistic Graphical Models for Data Mining and Planning in Automotive Industry.
ICTAI (1)
Rudolf Kruse
2007 — conf
Relevance Feedback for Association Rules by Leveraging Concepts from Information Retrieval.
SGAI Conf.
Georg Ruß, Detlef D. Nauck, Mirko Böttcher, Rudolf Kruse
2007 J jnl
Special Issue on Soft Computing for Information Mining.
Soft Comput.
Ulrich Bodenhofer, Eyke Hüllermeier, Frank Klawonn, Rudolf Kruse
2007 J jnl
Visualization of Fuzzy Classifiers.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Frank Rehm, Frank Klawonn, Rudolf Kruse
2007 — conf
Visualization of Possibilistic Potentials.
IFSA (1)
Matthias Steinbrecher, Rudolf Kruse
2006 J jnl
A fuzzy rule system describing transfer passenger movements.
Soft Comput.
Annette Temme, Rudolf Kruse
2006 B conf
Data Summarisation by Typicality-based Clustering for Vectorial and Non Vectorial Data.
FUZZ-IEEE
Marie-Jeanne Lesot, Rudolf Kruse
2006 J jnl
Data analysis with fuzzy clustering methods.
Comput. Stat. Data Anal.
Christian Döring, Marie-Jeanne Lesot, Rudolf Kruse
2006 — book
Decision Theory and Multi-Agent Planning
Giacomo Della Riccia, Didier Dubois, Rudolf Kruse, Hans-Joachim Lenz
2006 B conf
Finding the Number of Fuzzy Clusters by Resampling.
FUZZ-IEEE
Christian Borgelt, Rudolf Kruse
2006 — ed.
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
GfKl
Myra Spiliopoulou, Rudolf Kruse, Christian Borgelt, Andreas Nürnberger, Wolfgang Gaul
2006 — book
Fuzzy Control - Fundamentals, Stability and Design of Fuzzy Controllers
Kai Michels, Frank Klawonn, Rudolf Kruse, Andreas Nürnberger
2006 — ch.
Graphical Models for Industrial Planning on Complex Domains.
Decision Theory and Multi-Agent Planning
Jörg Gebhardt, Aljoscha Klose, Heinz Detmer, Frank Rügheimer, Rudolf Kruse
2006 B conf
Improved Classification of Surface Defects for Quality Control of Car Body Panels.
FUZZ-IEEE
Christian Döring, Andreas Eichhorn, Xiaomeng Wang, Rudolf Kruse
2006 C conf
POLARMAP - Efficient Visualisation of High Dimensional Data.
IV
Frank Rehm, Frank Klawonn, Rudolf Kruse
2006 — conf
Single Cluster Visualization to Optimize Air Traffic Management.
GfKl
Frank Rehm, Frank Klawonn, Rudolf Kruse
2006 — conf
Typicality Degrees and Fuzzy Prototypes for Clustering.
GfKl
Marie-Jeanne Lesot, Rudolf Kruse
2006 Misc conf
Visualization of Single Clusters.
ICAISC
Frank Rehm, Frank Klawonn, Rudolf Kruse
2005 B conf
Effects of Irrelevant Attributes in Fuzzy Clustering.
FUZZ-IEEE
Christian Döring, Christian Borgelt, Rudolf Kruse
2005 B conf
Fuzzy Learning Vector Quantization with Size and Shape Parameters.
FUZZ-IEEE
Christian Borgelt, Andreas Nürnberger, Rudolf Kruse
2005 C conf
Fuzzy frequent pattern discovering based on recursive elimination.
ICMLA
Xiaomeng Wang, Christian Borgelt, Rudolf Kruse
2005 — conf
Information Miner - a Data Analysis Platform.
EUSFLAT Conf.
Frank Rügheimer, Rudolf Kruse
2005 C conf
Knowledge-Based Operations for Graphical Models in Planning.
ECSQARU
Jörg Gebhardt, Rudolf Kruse
2005 B conf
MDS
IDA
Frank Rehm, Frank Klawonn, Rudolf Kruse
2005 C conf
Probabilistic Graphical Models for the Diagnosis of Analog Electrical Circuits.
ECSQARU
Christian Borgelt, Rudolf Kruse
2005 C conf
Probabilistic Graphical Models in Complex Industrial Applications.
HIS
Rudolf Kruse, Jörg Gebhardt
2005 J jnl
Semi-supervised learning in knowledge discovery.
Fuzzy Sets Syst.
Aljoscha Klose, Rudolf Kruse
2005 J jnl
Soft computing for automated surface quality analysis of exterior car body panels.
Appl. Soft Comput.
Andreas Eichhorn, Daniela Girimonte, Aljoscha Klose, Rudolf Kruse
2004 B conf
Adaptable Markov models in industrial planning.
FUZZ-IEEE
Jörg Gebhardt, Frank Rügheimer, Heinz Detmer, Rudolf Kruse
2004 J jnl
An extension to possibilistic fuzzy cluster analysis.
Fuzzy Sets Syst.
Heiko Timm, Christian Borgelt, Christian Döring, Rudolf Kruse
2004 J jnl
Different approaches to fuzzy clustering of incomplete datasets.
Int. J. Approx. Reason.
Heiko Timm, Christian Döring, Rudolf Kruse
2004 — book
Evolutionäre Algorithmen - genetische Algorithmen, Strategien und Optimierungsverfahren, Beispielanwendungen.
Ingrid Gerdes, Frank Klawonn, Rudolf Kruse
2004 J jnl
Guest Editorial: "Advances in intelligent data analysis".
Intell. Data Anal.
Michael R. Berthold, Elizabeth Bradley, Rudolf Kruse
2004 J jnl
Probabilistische grafische Modellle und ihre Anwendung in der Automobilindustrie.
Datenbank-Spektrum
Christian Borgelt, Rudolf Kruse
2004 J jnl
Recent advances in exploratory data analysis with neuro-fuzzy methods.
Soft Comput.
Rudolf Kruse, Aljoscha Klose
2004 — conf
Shape and Size Regularization in Expectation Maximization and Fuzzy Clustering.
PKDD
Christian Borgelt, Rudolf Kruse
2004 — conf
The Inherent Indistinguishability in Fuzzy Systems.
Logic versus Approximation
Frank Klawonn, Rudolf Kruse
2003 B ed.
Advances in Intelligent Data Analysis V, 5th International Symposium on Intelligent Data Analysis, IDA 2003, Berlin, Germany, August 28-30, 2003, Proceedings
IDA
Michael R. Berthold, Hans-Joachim Lenz, Elizabeth Bradley, Rudolf Kruse, Christian Borgelt
2003 C conf
Differentiated Treatment of Missing Values in Fuzzy Clustering.
IFSA
Heiko Timm, Christian Döring, Rudolf Kruse
2003 J jnl
Information mining.
Int. J. Approx. Reason.
Rudolf Kruse, Christian Borgelt
2003 Misc ed.
KI 2003: Advances in Artificial Intelligence, 26th Annual German Conference on AI, KI 2003, Hamburg, Germany, September 15-18, 2003, Proceedings
KI
Andreas Günter, Rudolf Kruse, Bernd Neumann
2003 J jnl
Learning possibilistic graphical models from data.
IEEE Trans. Fuzzy Syst.
Christian Borgelt, Rudolf Kruse
2003 — ch.
Local Structure Learning in Graphical Models.
Planning Based on Decision Theory
Christian Borgelt, Rudolf Kruse
2003 — book
Neuro-Fuzzy-Systeme
Neuro-Fuzzy-Systeme
Christian Borgelt, Frank Klawonn, Rudolf Kruse, Detlef D. Nauck
2003 B conf
Neuro-fuzzy classification of surface form deviations.
FUZZ-IEEE
Andreas Eichhorn, Daniela Girimonte, Aljoscha Klose, Rudolf Kruse
2003 J jnl
Operations and evaluation measures for learning possibilistic graphical models.
Artif. Intell.
Christian Borgelt, Rudolf Kruse
2003 — book
Planning Based on Decision Theory
Giacomo Della Riccia, Didier Dubois, Rudolf Kruse, Hans-Joachim Lenz
2003 — ch.
Self-Organizing Maps for Interactive Search in Document Databases.
Intelligent Exploration of the Web
Andreas Nürnberger, Aljoscha Klose, Rudolf Kruse
2003 B conf
Speeding up fuzzy clustering with neural network techniques.
FUZZ-IEEE
Christian Borgelt, Rudolf Kruse
2003 — ch.
Unsicheres und vages Wissens.
Handbuch der Künstlichen Intelligenz
Christian Borgelt, Heiko Timm, Rudolf Kruse
2002 J jnl
A Neuro-Fuzzy Approach to Optimize Hierarchical Recurrent Fuzzy Systems.
Fuzzy Optim. Decis. Mak.
Andreas Nürnberger, Rudolf Kruse
2002 B conf
A modification to improve possibilistic fuzzy cluster analysis.
FUZZ-IEEE
Heiko Timm, Rudolf Kruse
2002 B conf
Data Mining with Graphical Models.
ALT
Rudolf Kruse, Christian Borgelt
2002 B conf
Data Mining with Graphical Models.
Discovery Science
Rudolf Kruse, Christian Borgelt
2002 B conf
Enabling neuro-fuzzy classification to learn from partially labeled data.
FUZZ-IEEE
Aljoscha Klose, Rudolf Kruse
2002 — conf
Fuzzy Rule Generation for Transfer Passenger Analysis.
FSKD
Annette Keller, Rudolf Kruse
2002 — book
Graphical models - methods for data analysis and mining.
Christian Borgelt, Rudolf Kruse
2002 — conf
Induction of Association Rules: Apriori Implementation.
COMPSTAT
Christian Borgelt, Rudolf Kruse
2002 J jnl
Neuro-fuzzy approach to forecast returns of scrapped products to recycling and remanufacturing.
Knowl. Based Syst.
Jorge Marx Gómez, Claus Rautenstrauch, Andreas Nürnberger, Rudolf Kruse
2002 J jnl
SomAccess - Ein Softwareprototyp zur interaktiven Navigation in Textdatenbanken.
Künstliche Intell.
Andreas Nürnberger, Aljoscha Klose, Rudolf Kruse, Gerd K. Hartmann, Michael L. Richards
2001 C conf
An Empirical Investigation of the K2 Metric.
ECSQARU
Christian Borgelt, Rudolf Kruse
2001 — book
Data Fusion and Perception
Giacomo Della Riccia, Hans-Joachim Lenz, Rudolf Kruse
2001 J jnl
Fusion: General concepts and characteristics.
Int. J. Intell. Syst.
Isabelle Bloch, Anthony Hunter, Alain Appriou, André Ayoun, Salem Benferhat, Philippe Besnard, Laurence Cholvy, Roger M. Cooke, Frédéric Cuppens, Didier Dubois, Hélène Fargier, Michel Grabisch, Rudolf Kruse, Jérôme Lang, Serafín Moral, Henri Prade, Alessandro Saffiotti, Philippe Smets, Claudio Sossai
2001 — ch.
Information Fusion in Neuro-Fuzzy Systems.
Data Fusion and Perception
Detlef D. Nauck, Rudolf Kruse
2001 J jnl
Information fusion in the context of stock index prediction.
Int. J. Intell. Syst.
Stefan Siekmann, Rudolf Kruse, Jörg Gebhardt, Franck Van Overbeek, Roger M. Cooke
2001 — conf
Information mining.
EUSFLAT Conf.
Rudolf Kruse
2001 J jnl
Interview with Prof. Lotfi A. Zadeh.
Künstliche Intell.
Christian Freksa, Rudolf Kruse, Ramón López de Mántaras
2001 B conf
Learning Graphical Models With Hypertree Structure Using a Simulated Annealing Approach.
FUZZ-IEEE
Christian Borgelt, Rudolf Kruse
2001 J jnl
Unsicherheit und Vagheit - Serviceteil.
Künstliche Intell.
Christian Borgelt, Rudolf Kruse
2001 J jnl
Unsicherheit und Vagheit: Begriffe, Methoden, Forschungsthemen.
Künstliche Intell.
Christian Borgelt, Rudolf Kruse
2001 J jnl
Using recurrent neuro-fuzzy techniques for the identification and simulation of dynamic systems.
Neurocomputing
Andreas Nürnberger, Arne Radetzky, Rudolf Kruse
2000 — book
Computational Intelligence in Data Mining
Giacomo Della Riccia, Rudolf Kruse, Hans-Joachim Lenz
2000 — conf
Controlling Asymmetric Errors in Neuro-Fuzzy Classification.
SAC (1)
Aljoscha Klose, Rudolf Kruse, Karsten Schulz, Ulrich Thoennessen
2000 B conf
Effects of antecedent pruning in fuzzy classification systems.
KES
Andreas Nürnberger, Aljoscha Klose, Rudolf Kruse
2000 B conf
Information Mining: Applications in Image Processing.
SOFSEM
Rudolf Kruse, Aljoscha Klose
2000 — conf
NEFCLASS-J - A JAVA-Based Soft Computing Tool.
Intelligent Systems and Soft Computing
Detlef D. Nauck, Rudolf Kruse
2000 — ch.
Possibilistic Graphical Models.
Computational Intelligence in Data Mining
Christian Borgelt, Jörg Gebhardt, Rudolf Kruse
2000 — conf
Problems and Prospects in Fuzzy Data Analysis.
Intelligent Systems and Soft Computing
Rudolf Kruse, Christian Borgelt, Detlef D. Nauck
2000 B conf
Using fuzzy clustering to improve naive Bayes classifiers and probabilistic networks.
FUZZ-IEEE
Christian Borgelt, Heiko Timm, Rudolf Kruse
1999 — conf
A Critique of Inductive Causation.
ESCQARU
Christian Borgelt, Rudolf Kruse
1999 — ch.
Fuzzy Methoden in der Datenanalyse.
Fuzzy Theorie und Stochastik
Christian Borgelt, Jörg Gebhardt, Rudolf Kruse
1999 — conf
Information Fusion in the Context of Stock Index Prediction.
ESCQARU
Stefan Siekmann, Jörg Gebhardt, Rudolf Kruse
1999 J jnl
Neuro-fuzzy systems for function approximation.
Fuzzy Sets Syst.
Detlef D. Nauck, Rudolf Kruse
1999 J jnl
Obtaining interpretable fuzzy classification rules from medical data.
Artif. Intell. Medicine
Detlef D. Nauck, Rudolf Kruse
1998 — conf
Background to and perspectives on possibilistic graphical models.
Applications of Uncertainty Formalisms
Jörg Gebhardt, Rudolf Kruse
1998 J jnl
Book reviews.
Math. Methods Oper. Res.
Jörg Gebhardt, Rudolf Kruse, Gunter Ritter
1998 — ed.
Data Mining und Data Warehousing, Workshop im Rahmen der GI-Jahrestagung Informatik'98, Magdeburg, Deutschland, September 1998
Workshop Data Mining und Data Warehousing
Rudolf Kruse, Gunter Saake
1998 Misc conf
Data Mining with Graphical Models.
KI
Rudolf Kruse, Christian Borgelt
1998 — ed.
Informatik '98 - Informatik zwischen Bild und Sprache, 28. Jahrestagung der Gesellschaft für Informatik, Magdeburg, 21.-25. September 1998
GI Jahrestagung
Jürgen Dassow, Rudolf Kruse
1998 J jnl
Lernen probabilistischer und possibilistischer Netze aus Daten: Theorie und Anwendung.
Künstliche Intell.
Christian Borgelt, Rudolf Kruse, Guido Lindner
1998 J jnl
Neuro-fuzzy control based on the NEFCON-model: recent developments.
Soft Comput.
Andreas Nürnberger, Detlef D. Nauck, Rudolf Kruse
1998 — conf
Workshop: Data Mining und Data Warehousing als Grundlage moderner entscheidungsunterstützender Systeme.
GI Jahrestagung
Rudolf Kruse, Gunter Saake
1997 J jnl
A neuro-fuzzy method to learn fuzzy classification rules from data.
Fuzzy Sets Syst.
Detlef D. Nauck, Rudolf Kruse
1997 — conf
Background and Perspectives of Possibilistic Graphical Models.
ECSQARU-FAPR
Jörg Gebhardt, Rudolf Kruse
1997 J jnl
Constructing a fuzzy controller from data.
Fuzzy Sets Syst.
Frank Klawonn, Rudolf Kruse
1997 J jnl
Erlerner von Fuzzy-Regeln.
Inform. Forsch. Entwickl.
Rudolf Kruse, Frank Klawonn, Detlef D. Nauck
1997 J jnl
Methods for data analysis in classification and control.
Fuzzy Sets Syst.
Rainer Palm, Rudolf Kruse
1997 J jnl
Numerical stability analysis for fuzzy control.
Int. J. Approx. Reason.
Kai Michels, Rudolf Kruse
1997 — ed.
Qualitative and Quantitative Practical Reasoning, First International Joint Conference on Qualitative and Quantitative Practical Reasoning ECSQARU-FAPR'97, Bad Honnef, Germany, June 9-12, 1997, Proceedings
ECSQARU-FAPR
Dov M. Gabbay, Rudolf Kruse, Andreas Nonnengart, Hans Jürgen Ohlbach
1997 — conf
Some Experimental Results on Learning Probabilistic and Possibilistic Networks with Different Evaluation Measures.
ECSQARU-FAPR
Christian Borgelt, Rudolf Kruse
1996 — conf
Fuzzy queries for top-management succession planning.
CIFEr
Thomas Sutter, Guy S. Mollet, Markus Schröder, Rudolf Kruse, Jörg Gebhardt
1996 J jnl
Fuzzy-Systeme - Positive Aspekte der Unvollkommenheit.
Inform. Spektrum
Rudolf Kruse
1996 — conf
Statistische Methoden zur Kartierung quantitativer Merkmalsloci in der Humangenetik.
GMDS
Rudolf Kruse
1996 — ch.
The Transferable Belief Model for Belief Representation.
Uncertainty Management in Information Systems
Philippe Smets, Rudolf Kruse
1995 C conf
Axiomatic Treatment of Possibilistic Independence.
ECSQARU
Luis M. de Campos, Jörg Gebhardt, Rudolf Kruse
1995 J jnl
Fuzzy control on the basis of equality relations with an example from idle speed control.
IEEE Trans. Fuzzy Syst.
Frank Klawonn, Jörg Gebhardt, Rudolf Kruse
1995 — book
Fuzzy-Systeme (2. Aufl.).
Rudolf Kruse, Jörg Gebhardt, Frank Klawonn
1995 A conf
Learning Possibilistic Networks from Data.
AISTATS
Jörg Gebhardt, Rudolf Kruse
1995 Misc conf
NEFCLASSmdash;a neuro-fuzzy approach for the classification of data.
SAC
Detlef D. Nauck, Rudolf Kruse
1995 — conf
Reasoning and Learning in Probabilistic and Possibilistic Networks: An Overview.
ECML
Jörg Gebhardt, Rudolf Kruse
1994 C conf
A Numerical Framework for Possibilistic Abduction.
IPMU
Jörg Gebhardt, Rudolf Kruse
1994 Misc conf
A fuzzy controller for idle speed regulation.
SAC
Rudolf Kruse, Jörg Gebhardt, Frank Klawonn
1994 — conf
Anpassung Genetischer Algorithmen zum Erlernen und Optimieren von Fuzzy-Reglern.
Fuzzy Days
Jens Kinzel, Frank Klawonn, Rudolf Kruse
1994 — book
Foundations of fuzzy systems.
Rudolf Kruse, Jörg Gebhardt, Frank Klawonn
1994 Misc conf
Future trends in fuzzy logic application (panel session).
SAC
Bernd Reusch, Lotfi A. Zadeh, Mohammad Jamshidi, Rudolf Kruse, Enrique H. Ruspini
1994 — conf
Modifications of Genetic Algorithms for Designing and Optimizing Fuzzy Controllers.
International Conference on Evolutionary Computation
Frank Klawonn, Jens Kinzel, Rudolf Kruse
1994 — book
Neuronale Netze und Fuzzy-Systeme - Grundlagen des Konnektionismus, neuronaler Fuzzy-Systeme und der Kopplung mit wissensbasierten Methoden.
Detlef D. Nauck, Frank Klawonn, Rudolf Kruse
1993 C conf
A New Approach to Semantic Aspects of Possibilistic Reasoning.
ECSQARU
Jörg Gebhardt, Rudolf Kruse
1993 — conf
A fuzzy neural network learning fuzzy control rules and membership functions by fuzzy error backpropagation.
ICNN
Detlef D. Nauck, Rudolf Kruse
1993 — conf
Combining Neural Networks and Fuzzy Controllers.
FLAI
Detlef D. Nauck, Frank Klawonn, Rudolf Kruse
1993 J jnl
DRUMS: Defeasible Reasoning and Uncertainty Management Systems.
AI Commun.
Philippe Besnard, Yves Moinard, Wilmer Pereira, Michael Clarke, Nic Wilson, Miguel Delgado, Serafín Moral, Juan Cano, Didier Dubois, Henri Prade, Luis Fariñas del Cerro, Jérôme Lang, Stéphane Amarger, John Fox, Paul J. Krause, Michael Dohnal, Christine Froidevaux, Jérôme Mengin, Ramón López de Mántaras, Lluís Godo, E. H. Mamdani, John Bigham, Simon Parsons, Rudolf Kruse, Olivier Paillet, Pierre Siegel, Philippe Smets, Yen-Teh Hsia, Alessandro Saffiotti, Robert Kennes, Hong Xu, Elizabeth Umkehrer, Kurt Sundermeyer, Chris Whitney
1993 J jnl
Fuzzy-Systeme - einige Klarstellungen.
Künstliche Intell.
Rudolf Kruse
1993 — book
Fuzzy-Systeme.
Rudolf Kruse, Jörg Gebhardt, Frank Klawonn
1993 C ed.
Symbolic and Quantitative Approaches to Reasoning and Uncertainty, European Conference, ECSQARU'93, Granada, Spain, November 8-10, 1993, Proceedings
ECSQARU
Michael Clarke, Rudolf Kruse, Serafín Moral
1993 J jnl
The context model: An integrating view of vagueness and uncertainty.
Int. J. Approx. Reason.
Jörg Gebhardt, Rudolf Kruse
1992 C conf
Reasoning under Uncertainty with Temporal Aspects.
IEA/AIE
Detlef D. Nauck, Frank Klawonn, Rudolf Kruse, Uwe Lohs
1991 J jnl
ESPRIT - Projekt DRUMS: Defeasible Reasoning und Uncertainty Management Systems.
Künstliche Intell.
Rudolf Kruse
1991 J jnl
Modellierung von Vagheit und Unsicherheit.
Künstliche Intell.
Rudolf Kruse, Jörg Gebhardt, Frank Klawonn
1991 A* conf
On a Tool for Reasoning with Mass Distributions.
IJCAI
Rudolf Kruse, Erhard Schwecke, Frank Klawonn
1991 C conf
Reasoning with Mass Distributions and the Context Model.
ECSQARU
Rudolf Kruse, Jörg Gebhardt, Frank Klawonn
1991 A conf
Reasoning with Mass Distributions.
UAI
Rudolf Kruse, Detlef D. Nauck, Frank Klawonn
1991 C ed.
Symbolic and Quantitative Approaches to Reasoning and Uncertainty, European Conference, ECSQAU, Marseille, France, October 15-17, 1991, Proceedings
ECSQARU
Rudolf Kruse, Pierre Siegel
1991 — book
Uncertainty and vagueness in knowledge based systems: numerical methods.
Rudolf Kruse, Erhard Schwecke, Jochen Heinsohn
1990 J jnl
Fuzzy reasoning in a multidimensional space of hypotheses.
Int. J. Approx. Reason.
Rudolf Kruse, Erhard Schwecke
1990 — conf
Numerische Methoden zur Verarbeitung unsicherer Informationen in wissensbasierten Systemen.
Konzeption und Einsatz von Umweltinformationssystemen
Rudolf Kruse, Frank Klawonn
1990 C conf
On the Combination of Information Sources.
IPMU
Rudolf Kruse, Erhard Schwecke
1989 — conf
Das Salzgitter-Modell - Ein Beispiel für die Zusammenarbeit zwischen Hochschule und Industrie bei der Entwicklung komplexer Software-Systeme.
GI-Fachgespräch über Rechenzentren
Peter Friedrich, Rudolf Kruse, Werner Struckmann
1986 J jnl
Ein softwaretechnisches Praktikum: Kooperation zwischen Hochschule und Industrie.
Angew. Inform.
Peter Friedrich, Rudolf Kruse, Werner Struckmann
1984 J jnl
Statistical estimation with linguistic data.
Inf. Sci.
Rudolf Kruse
1982 J jnl
The strong law of large numbers for fuzzy random variables.
Inf. Sci.
Rudolf Kruse