Rudolf Kruse

ORCID

Publication Activity (10 Years)

Years Active: 1982-2022
Publications (10 Years): 48

Top Venues

Publications

Rudolf Kruse
Probabilistic Graphical Models: On Reasoning, Learning, and Revision (Extended Abstract). KDIR (2022)
Alexander Dockhorn, Rudolf Kruse
Modellheuristiken für effizientes forward model learning. Autom. 69 (10) (2021)
Alexander Dockhorn, Rudolf Kruse
Predicting Cards Using a Fuzzy Multiset Clustering of Decks. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Alexander Dockhorn, Rudolf Kruse
Forward Model Learning for Motion Control Tasks. IEEE Conf. on Intelligent Systems (2020)
Simon M. Lucas, Alexander Dockhorn, Vanessa Volz, Chris Bamford, Raluca D. Gaina, Ivan Bravi, Diego Pérez-Liébana, Sanaz Mostaghim, Rudolf Kruse
A Local Approach to Forward Model Learning: Results on the Game of Life Game. CoRR (2019)
Alexander Dockhorn, Tony Schwensfeier, Rudolf Kruse
Fuzzy Multiset Clustering for Metagame Analysis. EUSFLAT Conf. (2019)
Inés Couso, Christian Borgelt, Eyke Hüllermeier, Rudolf Kruse
Fuzzy Sets in Data Analysis: From Statistical Foundations to Machine Learning. IEEE Comput. Intell. Mag. 14 (1) (2019)
Simon M. Lucas, Alexander Dockhorn, Vanessa Volz, Chris Bamford, Raluca D. Gaina, Ivan Bravi, Diego Pérez-Liébana, Sanaz Mostaghim, Rudolf Kruse
A Local Approach to Forward Model Learning: Results on the Game of Life Game. CoG (2019)
Alexander Dockhorn, Tim Tippelt, Rudolf Kruse
Model Decomposition for Forward Model Approximation. SSCI (2018)
Alexander Dockhorn, Max Frick, Ünal Akkaya, Rudolf Kruse
Predicting Opponent Moves for Improving Hearthstone AI. IPMU (2) (2018)
Tran Tuan Nguyen, Jens Spehr, Sebastian Zug, Rudolf Kruse
Multisource Fusion for Robust Road Detection Using Online Estimated Reliabilities. IEEE Trans. Ind. Informatics 14 (11) (2018)
Gabriella Pasi, Rudolf Kruse, Marco Viviani
Introduction to the Minitrack on Soft Computing: Methods and Applications. HICSS (2018)
Tran Tuan Nguyen, Jens Spehr, Dominik Vock, Marcus Baum, Sebastian Zug, Rudolf Kruse
A General Reliability-Aware Fusion Concept Using DST and Supervised Learning with Its Applications in Multi-Source Road Estimation. Intelligent Vehicles Symposium (2018)
Alexander Dockhorn, Christoph Doell, Matthias Hewelt, Rudolf Kruse
A decision heuristic for Monte Carlo tree search doppelkopf agents. SSCI (2017)
Tran Tuan Nguyen, Jens Spehr, Jian Xiong, Marcus Baum, Sebastian Zug, Rudolf Kruse
A survey of performance measures to evaluate ego-lane estimation and a novel sensor-independent measure along with its applications. MFI (2017)
Alexander Dockhorn, Rudolf Kruse
Combining cooperative and adversarial coevolution in the context of pac-man. CIG (2017)
Tran Tuan Nguyen, Jens Spehr, Jian Xiong, Marcus Baum, Sebastian Zug, Rudolf Kruse
Online reliability assessment and reliability-aware fusion for Ego-Lane detection using influence diagram and Bayes filter. MFI (2017)
Tim Sabsch, Christian Braune, Alexander Dockhorn, Rudolf Kruse
Using a multiobjective genetic algorithm for curve approximation. SSCI (2017)
Richard Weber, Cristián Bravo, Rudolf Kruse, Sebastián Maldonado
Special issue "Applied soft computing for business analytics". Appl. Soft Comput. 60 (2017)
Rudolf Kruse, Gabriella Pasi, José Maria Alonso
Introduction to the Soft Computing and Intelligent Data Analysis Minitrack. HICSS (2016)
Christian Borgelt, Rudolf Kruse
Agglomerative Fuzzy Clustering. SMPS (2016)
Christian Braune, Rudolf Kruse
Fuzzy density based clustering with generalized centroids. SSCI (2016)
Alexander Dockhorn, Christian Braune, Rudolf Kruse
Variable density based clustering. SSCI (2016)
Pascal Held, Rudolf Kruse
Online Community Detection by Using Nearest Hubs. CoRR (2016)
Fabian Schmidt, Jörg Gebhardt, Rudolf Kruse
Detecting Inconsistencies in Revision Problems. SMPS (2016)
Pascal Held, Benjamin Krause, Rudolf Kruse
Dynamic Clustering in Social Networks Using Louvain and Infomap Method. ENIC (2016)
Kristian Loewe, Sarah E. Donohue, Mircea Ariel Schoenfeld, Rudolf Kruse, Christian Borgelt
Memory-Efficient Analysis of Dense Functional Connectomes. Frontiers Neuroinformatics 10 (2016)
Tran Tuan Nguyen, Jens Spehr, Matthias Uhlemann, Sebastian Zug, Rudolf Kruse
Learning of lane information reliability for intelligent vehicles. MFI (2016)
Pascal Held, Benjamin Krause, Rudolf Kruse
Dynamic Clustering in Social Networks using Louvain and Infomap Method. CoRR (2016)
Fabian Schmidt, Jörg Gebhardt, Rudolf Kruse
Decomposable Graphical Models on Learning, Fusion and Revision. WCSC (2016)
Christoph Reichert, Stefan Dürschmid, Rudolf Kruse, Hermann Hinrichs
An Efficient Decoder for the Recognition of Event-Related Potentials in High-Density MEG Recordings. Comput. 5 (2) (2016)
Pascal Held, Rudolf Kruse
Detecting overlapping community hierarchies in dynamic graphs. ASONAM (2016)
Pascal Held, Rudolf Kruse
Online Fuzzy Community Detection by Using Nearest Hubs. IPMU (2) (2016)
Christian Braune, Marco Dankel, Rudolf Kruse
Obtaining Shape Descriptors from a Concave Hull-Based Clustering Algorithm. IDA (2016)
Fabian Schmidt, Jörg Gebhardt, Rudolf Kruse
Handling Revision Inconsistencies: Towards Better Explanations. ECSQARU (2015)
Christian Borgelt, Christian Braune, Kristian Loewe, Rudolf Kruse
Mining Frequent Parallel Episodes with Selective Participation. IFSA-EUSFLAT (2015)
Pascal Held, Christian Braune, Rudolf Kruse
Exploring dinofun park happenings. VAST (2015)
Pascal Held, Alexander Dockhorn, Benjamin Krause, Rudolf Kruse
Clustering Social Networks Using Competing Ant Hives. ENIC (2015)
Salatiel Ezennaya-Gomez, Christian Borgelt, Christian Braune, Kristian Loewe, Rudolf Kruse
Handling Selective Participation in Neuron Assembly Detection. IJCCI (Selected Papers) (2015)
Roland Winkler, Frank Klawonn, Rudolf Kruse
Prototype Based Fuzzy Clustering Algorithms in High-Dimensional Feature Spaces. A Passion for Fuzzy Sets (2015)
Frank Klawonn, Rudolf Kruse, Roland Winkler
Fuzzy clustering: More than just fuzzification. Fuzzy Sets Syst. 281 (2015)
Christian Borgelt, Rudolf Kruse
Bedeutung von Zugehörigkeitsgraden in der Fuzzy-Technologie. Inform. Spektrum 38 (6) (2015)
Fabian Schmidt, Jörg Gebhardt, Rudolf Kruse
Handling Revision Inconsistencies: Creating Useful Explanations. HICSS (2015)
Christian Braune, Martin Glauer, Rudolf Kruse
Towards Online Detection of Neural Assemblies in Parallel Spike Trains. HICSS (2015)
Pascal Held, Alexander Dockhorn, Rudolf Kruse
On Merging and Dividing Social Graphs. J. Artif. Intell. Soft Comput. Res. 5 (1) (2015)
Raphael Moura, Christoph Doell, Michael Beer, Rudolf Kruse
A Clustering Approach to a Major-Accident Data Set: Analysis of Key Interactions to Minimise Human Errors. SSCI (2015)
Rudolf Kruse, Gabriella Pasi, José Maria Alonso
Introduction to the Soft Computing and Intelligent Data Analysis Minitrack. HICSS (2015)
Alexander Dockhorn, Christian Braune, Rudolf Kruse
An Alternating Optimization Approach Based on Hierarchical Adaptations of DBSCAN. SSCI (2015)
Pascal Held, Alexander Dockhorn, Rudolf Kruse
Generating Events for Dynamic Social Network Simulations. IPMU (2) (2014)
Christian Braune, Stephan Besecke, Rudolf Kruse
Using Changes in Distribution to Identify Synchronized Point Processes. SMPS (2014)
Rudolf Kruse
Introduction to the Soft Computing and Intelligent Data Analysis Minitrack. HICSS (2014)
Andreas Meier, Mark Gonter, Rudolf Kruse
Symbolic Regression for Precrash Accident Severity Prediction. HAIS (2014)
Pascal Held, Alexander Dockhorn, Rudolf Kruse
On merging and dividing of Barabási-Albert-graphs. EALS (2014)
Rudolf Kruse, Detlef D. Nauck, Frank Klawonn
Reasoning with Mass Distributions CoRR (2013)
Andreas Meier, Mark Gonter, Rudolf Kruse
Accelerating convergence in cartesian genetic programming by using a new genetic operator. GECCO (2013)
María Angeles Gil, Gil González-Rodríguez, Rudolf Kruse
Editorial of the special issue "Statistics with Imperfect Data". Inf. Sci. 245 (2013)
Christoph Reichert, Matthias Kennel, Rudolf Kruse, Hermann Hinrichs, Jochem W. Rieger
Efficiency of SSVEF Recognition from the Magnetoencephalogram - A Comparison of Spectral Feature Classification and CCA-based Prediction. NEUROTECHNIX (2013)
Rudolf Kruse
Introduction to Soft Computing and Intelligent Data Analysis Minitrack. HICSS (2013)
Christian Braune, Christian Borgelt, Rudolf Kruse
Behavioral Clustering for Point Processes. IDA (2013)
Fabian Schmidt, Jan Wendler, Jörg Gebhardt, Rudolf Kruse
Handling Inconsistencies in the Revision of Probability Distributions. HAIS (2013)
Christoph Reichert, Matthias Kennel, Rudolf Kruse, Hans-Jochen Heinze, Ulrich Schmucker, Hermann Hinrichs, Jochem W. Rieger
Robotic Grasp Initiation by Gaze Independent Brain-controlled Selection of Virtual Reality Objects. NEUROTECHNIX (2013)
Rudolf Kruse, Pascal Held, Christian Moewes
On Fuzzy Data Analysis. On Fuzziness (1) (2013)
Pascal Held, Rudolf Kruse
Analysis and Visualization of Dynamic Clusterings. HICSS (2013)
Christian Moewes, Rudolf Kruse
The Effects of Edge Weights on Correlating Dynamical Networks - Comparing Unweighted and Weighted Brain Graphs of nervus opticus Patients. IJCCI (2013)
Christian Moewes, Rudolf Kruse, Bernhard A. Sabel
Analysis of Dynamic Brain Networks Using VAR Models. SMPS (2012)
Günther Stiege, Horst Langendörfer, Rudolf Kruse, Martina Zitterbart, Stefan Fischer, Lars C. Wolf, Michael Beigl, Rüdiger Kapitza
Betriebssysteme und Rechnerverbund. 40 Jahre Informatik @ Braunschweig (2012)
Rudolf Kruse, Michael Beer, Lotfi A. Zadeh
Introduction. Integr. Comput. Aided Eng. 18 (3) (2011)
Georg Ruß, Rudolf Kruse
Exploratory Hierarchical Clustering for Management Zone Delineation in Precision Agriculture. ICDM (2011)
Roland Winkler, Frank Klawonn, Rudolf Kruse
Fuzzy c-means in High Dimensional Spaces. Int. J. Fuzzy Syst. Appl. 1 (1) (2011)
Roland Winkler, Frank Klawonn, Rudolf Kruse
M-Estimator induced Fuzzy Clustering Algorithms. EUSFLAT Conf. (2011)
Georg Ruß, Rudolf Kruse
Machine Learning Methods for Spatial Clustering on Precision Agriculture Data. SCAI (2011)
Christian Moewes, Rudolf Kruse
On the usefulness of fuzzy SVMs and the extraction of fuzzy rules from SVMs. EUSFLAT Conf. (2011)
Georg Ruß, Martin Schneider, Rudolf Kruse
Hierarchical Spatial Clustering for Management Zone Delineation in Precision Agriculture. ICDM (Workshops) (2010)
Roland Winkler, Frank Klawonn, Rudolf Kruse
Problems of Fuzzy c-Means Clustering and Similar Algorithms with High Dimensional Data Sets. GfKl (2010)
Matthias Steinbrecher, Rudolf Kruse
Visualizing and fuzzy filtering for discovering temporal trajectories of association rules. J. Comput. Syst. Sci. 76 (1) (2010)
Georg Ruß, Rudolf Kruse
Regression Models for Spatial Data: An Example from Precision Agriculture. ICDM (2010)
Radim Belohlávek, Rudolf Kruse
Editor's foreword. J. Comput. Syst. Sci. 76 (1) (2010)
Jörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte, Rudolf Kruse
Ensemble Learning for Multi-source Information Fusion. ECSQARU (2009)
Mirko Böttcher, Martin Spott, Rudolf Kruse
A Condensed Representation of Itemsets for Analyzing Their Evolution over Time. ECML/PKDD (1) (2009)
Georg Ruß, Rudolf Kruse, Martin Schneider, Peter Wagner
Visual Data Mining of Agriculture Data. MLDM Posters (2009)
Sebastian Nusser, Clemens Otte, Werner Hauptmann, Oskar Leirich, Manfred Krätschmer, Rudolf Kruse
Maschinelles Lernen von validierbaren Klassifikatoren zur autonomen Steuerung sicherheitsrelevanter Systeme (Machine Learning of Verifiable Classifiers for Autonomous Control of Safety-related Systems). Autom. 57 (3) (2009)
Matthias Steinbrecher, Rudolf Kruse
Fuzzy Descriptions to Identify Temporal Substructure Changes of Cooccurrence Graphs. IFSA/EUSFLAT Conf. (2009)
Matthias Steinbrecher, Rudolf Kruse
Assessing the Strength of Structural Changes in Cooccurrence Graphs. KI (2009)
Georg Ruß, Rudolf Kruse
Feature Selection for Wheat Yield Prediction. SGAI Conf. (2009)
Christian Moewes, Rudolf Kruse
Zuordnen von linguistischen Ausdrücken zu Motiven in Zeitreihen (Matching of Labeled Terms to Time Series Motifs). Autom. 57 (3) (2009)
Tobias Günther, Iris Mueller, Markus Preuss, Rudolf Kruse, Bernhard A. Sabel
A Treatment Outcome Prediction Model of Visual Field Recovery Using Self-Organizing Maps. IEEE Trans. Biomed. Eng. 56 (3) (2009)
Mirko Böttcher, Martin Spott, Detlef D. Nauck, Rudolf Kruse
Mining changing customer segments in dynamic markets. Expert Syst. Appl. 36 (1) (2009)
Georg Ruß, Rudolf Kruse, Martin Schneider, Peter Wagner
Data Mining with Neural Networks for Wheat Yield Prediction. ICDM (2008)
Jochem W. Rieger, Christoph Reichert, Karl R. Gegenfurtner, Tömme Noesselt, Christoph Braun, Hans-Jochen Heinze, Rudolf Kruse, Hermann Hinrichs
Predicting the recognition of natural scenes from single trial MEG recordings of brain activity. NeuroImage 42 (3) (2008)
Mirko Böttcher, Martin Spott, Rudolf Kruse
Predicting Future Decision Trees from Evolving Data. ICDM (2008)
Mirko Böttcher, Martin Spott, Rudolf Kruse
An Algorithm for Anticipating Future Decision Trees from Concept-Drifting Data. SGAI Conf. (2008)
Matthias Steinbrecher, Rudolf Kruse
Clustering Association Rules with Fuzzy Concepts. GfKl (2008)
Georg Ruß, Rudolf Kruse, Martin Schneider, Peter Wagner
Estimation of Neural Network Parameters for Wheat Yield Prediction. IFIP AI (2008)
Roland Winkler, Frank Rehm, Rudolf Kruse
Clustering with Repulsive Prototypes. GfKl (2008)
Steffen Kempe, Jochen Hipp, Carsten Lanquillon, Rudolf Kruse
Mining Frequent Temporal Patterns in Interval Sequences. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 16 (5) (2008)
Christian Moewes, Clemens Otte, Rudolf Kruse
Tackling Multiple-Instance Problems in Safety-Related Domains by Quasilinear SVM. SMPS (2008)
Georg Ruß, Rudolf Kruse, Martin Schneider, Peter Wagner
Visualization of Agriculture Data Using Self-Organizing Maps. SGAI Conf. (Applications) (2008)
Myra Spiliopoulou, Maurice van Keulen, Hans-Joachim Lenz, Jef Wijsen, Matthias Renz, Rudolf Kruse, Mirco Stern
08421 Working Group: Imprecision, Diversity and Uncertainty: Disentangling Threads in Uncertainty Management. Uncertainty Management in Information Systems (2008)
Rudolf Kruse
Fuzzy neural network. Scholarpedia 3 (11) (2008)
Rudolf Kruse
Probabilistic Graphical Models for Data Mining and Planning in Automotive Industry. ICTAI (1) (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rudolf Kruse