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Keywords:
- aggregation methods
- Air Traffic Management
- Artificial Neural Networks
- Assembly
- assembly detection
- Automobile Industry
- Bayesian Networks
- bibtex-import
- Binary Classification
- biology computing
- brain
- Brain modeling
- Classification
- Classification models
- clustering
- Computational Intelligence
- data analysis
- Data Mining
- Data Visualization
- dynamic graphs
- dynamic networks
- EEG
- elctroencephalography
- Electric potential
- Electrodes
- Enron dataset
- Evolutionary Algorithms
- feature extraction
- Feature Selection
- Frequent Pattern Mining
- frequent temporal patterns
- Fuzzy c-means
- Fuzzy classifiers
- Fuzzy clustering
- Fuzzy Control
- Fuzzy Data Analysis
- Fuzzy decision trees
- fuzzy logic
- Fuzzy neural network
- Fuzzy rule learning
- Fuzzy Rules
- fuzzy SVM
- Fuzzy Systems
- industrial application
- Information Fusion
- Intelligent data analysis
- Interpolation
- Interpretability
- knowledge acquisition
- Knowledge Representation
- Labeling
- Linguistic description
- Luftverkehrssysteme
- M-estimators
- Machine Learning
- Mamdani Control
- Markov networks
- MDSpolar
- Monotonicity Constraints
- Motif Discovery
- multidimensional scaling
- Multiple prototypes
- Multiple-Instance Learning
- Multivariate Time Series Analysis
- neural assemblies online detection
- neural nets
- Neural Networks
- Neuro-fuzzy system
- neurobiologists
- neurobiology
- neuroimaging
- neuron activation
- Neurons
- neuroscience
- Noise clustering
- online algorithms
- Outlier detection
- Pattern Recognition
- point processes
- POLARMAP
- Precision Agriculture
- Prediction
- Random Sets
- Real-time systems
- Regression
- Robust statistics
- Safety-Related Systems
- Sammon's Mapping
- SMPS2012
- social network analysis
- spike train analysis
- spike trains behavior
- spike-time hypothesis
- stream analysis
- Support Vector Machine
- Support Vector Regression. Multidimensional Scaling
- Trajectory
- vector autoregressive model
- Visual Data Analysis
- Visualization
Publications of Rudolf Kruse sorted by title
| 1-50 | 51-100 | 101-150 | 151-200 | 201-250 | 251-300 | 301-350 | 351-400 | 401-450 | 451-500 | 501-534 |
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| and , Some experimental results on learning probabilistic and possibilistic networks with different evaluation measures, in: Proc. 1st International Joint Conference on Qualitative and Quantitative Practical Reasoning (ECSQARU/FAPR'97), pages 71--85, 1997 |
| and , Some New Aspects of Testing Hypotheses in Fuzzy Statistics, in: Proc. of the NAFIPS Conference, 1990 |
| and , Some Notes on Possibilistic Learning, pages 23--32, Springer, Mathematical and Statistical Methods in Artificial Intelligence, 1995 |
| , , and , Special issue on soft computing for information mining [editorial] (2007), in: Soft Computing: A Fusion of Foundations, Methodologies and Applications, 11:5(397--399) |
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| and , Specialization, A New Concept for Uncertainty Handling with Belief Function (1990), in: International Journal of General Systems, 18:1(49--58) |
| and , Speeding Up Fuzzy Clustering with Neural Network Techniques, in: Proc.\ 12th IEEE Int.\ Conf.\ on Fuzzy Systems (FUZZ-IEEE'03, St.~Louis, MO, USA), IEEE Press, 2003 |
| , Statistical Estimation with Linguistic Data (1984), in: Information Sciences, 33(197--207) |
| and , Statistics with Fuzzy Data, in: Proc. of the NAFIPS Conference, 1986 |
| and , Statistics with Vague Data, D. Reidel Publishing Company, 1987 |
| and , Statistische Untersuchungen anhand von vagen Daten, in: Operations Research Proceedings, 17te DGOR-Jahrestagung, Springer Verlag, 1988 |
| , , and , Surface Quality Analysis with Soft Computing, in: Proceedings of the East West Fuzzy Colloquium, Hochschule Zittau/Görlitz, pages 292--299, IPM, 2002 |
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| Symbolic and Quantitative Approaches to Uncertainty, Springer, Lecture Notes in Computer Science, volume 548, 1991 |
| Symbolic and Quantitative Approaches to Uncertainty, Springer, Lecture Notes in Computer Science, volume 747, 1993 |
| , and , Symbolic Regression for Precrash Accident Severity Prediction, in: Hybrid Artificial Intelligence Systems, pages 133-144, Springer International Publishing, 2014 |
| Synergies of Soft Computing and Statistics for Intelligent Data Analysis, Springer-Verlag, 2013 |
T
| , and , Tackling Multiple-Instance Problems in Safety-Related Domains by Quasilinear SVM, in: Soft Methods for Handling Variability and Imprecision, pages 409--416, Springer Berlin/Heidelberg, 2008 |
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| , and , Tägliche Prognose des Deutschen Aktienindex DAX mit Neuro-Fuzzy Methoden, in: Tagungsband zum 3.Göttinger Symposium Softcomputing, pages 7--18, 1997 |
| , and , Tägliche Prognose des Deutschen Aktienindex DAX mit Neuro-Fuzzy-Methoden, Vieweg, Betriebswirtschaftliche Anwendungen des Soft Computings, Computa, 1998 |
| and , Techniques and applications of control systems based on knowledge based interpolation, pages 431-460, Academic Press, 1997 |
| and , Techniques and Applications of Control Systems Based on Knowledge-Based Interpolation, Academic Press, Fuzzy Theory Systems, volume 1, 1999 |
| , and , Temporal Pattern Mining, in: Proceedings of the International Conference on Signals and Electronic Systems (ICSES 2010), Institute of Electronics, Silesian University of Technology, Gliwice, Poland, pages 3--8, IEEE Press, 2010 |
| , and , The Context Model from the Viewpoint of Logic, pages 288--295, Springer, Operations research Proceedings 1992, 1993 |
| , and , The Context Model: An Integrating View of Uncertainty and Vagueness (1993), in: Int. J. of Approximate Reasoning |
| and , The Effects of Edge Weights on Correlating Dynamical Networks: Comparing Unweighted and Weighted Brain Graphs of nervus opticus Patients, in: Proceedings of the 5th International Joint Conference on Computational Intelligence, Vilamoura, Algarve, Portugal, pages 279--284, ScitePress, 2013 |
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| , , and , The Fuzzy Decision Tree Module in the Automatic Data Analysis Platform Spida, in: Information-Mining und Wissensmanagement in Wissenschaft und Wirtschaft - 7. Göttinger Symposium Soft Computing, Uni Göttingen, 2004 |
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| and , The Inherent Indistinguishability in Fuzzy Systems Logic versus Approximation, pages 6--17, Springer, 2004 |
| , , , and , The role of soft computing in intelligent data analysis, in: Final program and abstracts of the 2007 IEEE International Conference on Fuzzy Systems, pages 9--17, 2007 |
| , , and , The Simulation of Elastic Tissues in Virtual Laparoscopy using Neural Networks, in: Proc. Neural Networks in Applications (NN'98), pages 167--174, 1998 |
| , The strong law of large numbers for fuzzy random variables (1982), in: Information sciences, 28(233--241) |
| , The strong law of large numbers for fuzzy random variables, pages 272--276, Morgan Kaufmann, Readings in Fuzzy Sets for Intelligent Systems, 1993 |
| and , The transferable belief model for belief representation, Kluwer, Uncertainty Management in Information Systems, 1997 |
| and , The Transferable Belief Model for Belief Representation, in: Uncertainty Management in Information Systems: From Needs to Solutions, pages 343-368, Kluwer Academic Publishers, 1996 |
| and , The Transferable Belief Model for Belief Representation, in: Proc. of the Invitational Workshop on Uncertainty Management in Information Systems, 1993 |
| and , Tightest hypertree decompositions of multivariate possibility distributions, in: Int. Conf. On Information Processing and Management of Uncertainty in Knowledge-Based System (IPMU '96), pages 923--927, 1996 |
| , and , Towards Online Detection of Neural Assemblies in Parallel Spike Trains, in: 48th Hawaii International Conference on System Sciences (HICSS), 2015, pages 1503-1511, 2015 |
| , , and , Tuning on the Fly of Structural Image Analysis Algorithms Using Data Mining, in: Proc. SPIE AeroSense '00, SPIE Press, 2000 |
| , , and , Two paradigms of automotive fuzzy logic applications, Prentice Hall, Applications of Fuzzy Logic - Towards High Machine Intelligence, 1997 |
U
| , and , Über ein integriertes Informationssystem für die Landwirtschaft (1989), in: Mitteilungen der TU Braunschweig, 24 |
| , and , Uncertainty and Vagueness in Knowledge Based Systems: Numerical Methods, Springer, Series Artificial Intelligence, 1991 |
| and , Unification of Fuzzy SVMs and Rule Extraction Methods through imprecise Domain Knowledge, in: Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-08), University of Málaga, Torremolinos (Málaga), pages 1527--1534, 2008 |
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| , and , Unsicheres und vages Wissen, in: Einführung in die Künstliche Intelligenz (3.~Auflage), pages 291--347, Addison-Wesley, 2000 |
| , , and , Unsicheres und vages Wissen, in: Handbuch der Künstlichen Intelligenz, pages 235-296, De Gruyter, 2013 |
| and , Unsicherheit und Vagheit, in: Unterlagen für die Frühjahrschule KI, 1995 |
| and , Unsicherheit und Vagheit: Begriffe, Methoden, Forschungsthemen (2001), in: {K}ünstliche Intelligenz, {T}hemenheft Unsicherheit und {V}agheit, 15:3(5--8) |
| , , and , Using Advanced Regression Models for Determining Optimal Soil Heterogeneity Indicators, in: Classification as a Tool for Research, Proceedings of the 11th IFCS Biennial Conference and 33rd Annual Conference of the Gesellschaft für Klassifikation e.V., Dresden, pages 463--471, Springer, 2010 |
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| , and , Using Changes in Distribution to Identify Synchronized Point Processes, in: Strengthening Links Between Data Analysis and Soft Computing, pages 241-248, Springer International Publishing, 2015 |
| , and , Using Fuzzy Clustering to Improve Naive Bayes Classifiers and Probabilistic Networks, in: Proc.\ 9th IEEE Int.\ Conf.\ on Fuzzy Systems (FUZZ-IEEE'00, San Antonio, TX), IEEE Press, 2000 |
| , , and , Using Recurrent Neuro-Fuzzy Techniques for the Identification and Simulation of Dynamic Systems (2001), in: Neurocomputing, 36(123--147) |
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| , Vages Wissen in Expertensystemen, in: Proc. 5. MBB/ERNO Symposium Künstliche Intelligenz, Bremen, 1989 |
| , and , Variable Density Based Clustering, in: 2016 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, Athen, pages 1-8, IEEE, 2016 |