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Publikationen von Rudolf Kruse
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
| 1-50 | 51-100 | 101-150 | 151-200 | 201-250 | 251-300 | 301-350 | 351-400 | 401-450 | 451-500 | 501-534 |
2016
| , , and , An efficient decoder for the recognition of event-related potentials in high-density MEG recordings (2016), in: Computers : open access journal. - Basel : MDPI, 5:2 |
| , , , and , Computational Intelligence - A Methodological Introduction, Springer, 2016 |
| and , Detecting overlapping community hierarchies in dynamic graphs, in: 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), pages 1063-1070, 2016 |
| , and , Dynamic Clustering in Social Networks Using Louvain and Infomap Method, in: 2016 Third European Network Intelligence Conference (ENIC), pages 61-68, 2016 |
| and , Fuzzy density based clustering with generalized centroids, in: 2016 IEEE Symposium Series on Computational Intelligence (SSCI), pages 1-7, 2016 |
| , , , and , Learning of lane information reliability for intelligent vehicles, in: 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI), pages 142-147, 2016 |
| , , , and , Memory-efficient analysis of dense functional connectomes (2016), in: Frontiers in neuroinformatics Lausanne Frontiers Research Foundation, 10 2016 12 Bd. 10.2016, Art.-Nr. 50, insges. 12 S. |
| , and , Obtaining shape descriptors from a concave hull-based clustering algorithm, in: Advances in Intelligent Data Analysis XV : 15th International Symposium, IDA 2016, Stockholm, Sweden, October 13-15, 2016, Proceedings, Stockholm, Sweden, pages 61-72, 2016 |
| and , Online Fuzzy Community Detection by Using Nearest Hubs, in: Information Processing and Management of Uncertainty in Knowledge-Based Systems: 16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20 - 24, 2016, Proceedings, Part II, Cham, pages 678-689, Springer International Publishing, 2016 |
| , and , Variable Density Based Clustering, in: 2016 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, Athen, pages 1-8, IEEE, 2016 |
2015
| , , and , A Clustering Approach to a Major-Accident Data Set: Analysis of Key Interactions to Minimise Human Errors, in: Symposium Series on Computational Intelligence (SSCI), IEEE, Cape Town, pages 1838-1843, IEEE, 2015 |
| , and , An Alternating Optimization Approach based on Hierarchical Adaptations of DBSCAN, in: 2015 IEEE Symposium Series on Computational Intelligence (SSCI), 2015 |
| , , , and , Analysis of a major-accident dataset by Association Rule Mining to minimise unsafe interfaces, in: Proc. of the 13th International Probabilistic Workshop (IPW 2015), IPW 2015 Organisers, Liverpool, pages 218-230, Research Publishing, 2015 |
| and , Bedeutung von Zugehörigkeitsgraden in der Fuzzy-Technologie (2015), in: Informatik-Spektrum, 38:6(490-499) |
| , , and , Clustering Social Networks Using Competing Ant Hives, in: Network Intelligence Conference (ENIC), 2015 Second European, pages 67-74, IEEE, 2015 |
| , , , , and , Computational Intelligence: Eine methodische Einführung in Künstliche Neuronale Netze, Evolutionäre Algorithmen, Fuzzy-Systeme und Bayes-Netze, Springer Vieweg, 2015 |
| and , Detecting parallel bursts in in silico generated parallel spike train data, in: 24th Annual Computational Neuroscience Meeting: CNS*2015, pages P134, 2015 |
| , and , Exploring dinofun park happenings, in: Visual Analytics Science and Technology (VAST), 2015 IEEE Conference on, pages 157-158, 2015 |
| , and , Fuzzy Control, in: Springer Handbook of Computational Intelligence (Part B), pages 231--244, Springer, 2015 |
| , , and , Handling Noise and Outliers in Fuzzy Clustering, in: Fifty Years of Fuzzy Logic and its Applications, pages 315-335, Springer International Publishing, 2015 |
| , and , Handling Revision Inconsistencies: Towards Better Explanations, in: Symbolic and Quantitative Approaches to Reasoning with Uncertainty, pages 257-266, Springer International Publishing, 2015 |
| , , and , Mining Frequent Parallel Episodes with Selective Participation, in: 16th World Congress of the International Fuzzy Systems Association (IFSA) 9th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT), Atlantis Press, 2015 |
| , and , On Merging and Dividing Social Graphs (2015), in: Journal of Artificial Intelligence and Soft Computing Research, 5:1(23-49) |
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| , 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 , 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 |
2014
| and , Active Learning-Based Identification of Neuronal Assemblies in Parallel Spike Trains, in: Proceedings. 24. Workshop Computational Intelligence, Dortmund, 27.-28. November 2014, pages 155-172, KIT Scientific Publishing, 2014 |
| , , and , An asynchronous BMI for autonomous robotic grasping based on SSVEF detection, in: Proceedings of the 6th International Brain-Computer Interface Conference 2014, Graz University of Technology, Verlag der Technischen Universität Graz, 2014 |
| , and , Cointegration Analysis of Financial Time Series Data, Department of Computer Science, Otto von Guericke University, number 14-02, 2014 |
|
| , and , Generating Events for Dynamic Social Network Simulations, in: Information Processing and Management of Uncertainty in Knowledge-Based Systems, pages 46--55, Springer International Publishing, 2014 |
| , and , On Merging and Dividing of Barabasi-Albert-Graphs, in: Evolving and Autonomous Learning Systems (EALS), 2014 IEEE Symposium on, Orlando USA, pages 17-24, IEEE, 2014 |
|
| , and , Precrash Classification of Car Accidents for Improved Occupant Safety Systems (2014), in: Procedia Technology, 15(198-207) |
| , and , Symbolic Regression for Precrash Accident Severity Prediction, in: Hybrid Artificial Intelligence Systems, pages 133-144, Springer International Publishing, 2014 |
2013
| , and , Accelerating Convergence in Cartesian Genetic Programming by Using a New Genetic Operator, in: Proceedings of the fifteenth annual conference on Genetic and evolutionary computation conference, 2013 |
| , , , and , Advanced Analysis of Dynamic Graphs in Social and Neural Networks, in: Towards Advanced Data Analysis by Combining Soft Computing and Statistics, pages 205--222, Springer, 2013 |
|
| and , Analysis and Visualization of Dynamic Clusterings, in: 2013 46th Hawaii International Conference on System Sciences, pages 1385-1393, IEEE Computer Society, 2013 |
| , and , Approximationsverfahren für kollisionsbedingte Geschwindigkeitskurven, in: Proceedings of 23. Workshop Computational Intelligence, KIT Scientific Publishing, 2013 |
| , and , Behavioral Clustering for Point Processes, in: Advances in Intelligent Data Analysis XII, pages 127-137, Springer Berlin Heidelberg, 2013 |
| , and , Cluster-based Visualization of Dynamic Graphs, in: Proceedings. 23. Workshop Computational Intelligence, Dortmund, 5. - 6. Dezember 2013, pages 21-37, KIT Scientific Publishing, 2013 |
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| , , , , and , Computational Intelligence: A Methodological Introduction, Springer, Texts in Computer Science, 2013 |
| , , , and , Efficiency of SSVEF Recognition from the Magnetoencephalogram - A Comparison of Spectral Feature Classification and CCA-based Prediction., in: NEUROTECHNIX 2013 - Proceedings of the International Congress on Neurotechnology, Electronics and Informatics, pages 233-237, SCITEPRESS Digital Library, 2013 |
| and , Evolutionary Fuzzy Rules for Ordinal Binary Classification with Monotonicity Constraints, in: Soft Computing: State of the Art Theory and Novel Applications, San Francisco State University, San Francisco, CA, USA, pages 105--112, Springer, 2013 |
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| , and , On Fuzzy Data Analysis, chapter 49, pages 351--356, Springer-Verlag, Studies in Fuzziness and Soft Computing, volume 298, 2013 |
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| , , , , , and , Robotic Grasp Initiation by Gaze Independent Brain Controlled Selection of Virtual Reality Objects., in: NEUROTECHNIX 2013 - Proceedings of the International Congress on Neurotechnology, Electronics and Informatics, pages 5-12, SCITEPRESS Digital Library, 2013 |
| Synergies of Soft Computing and Statistics for Intelligent Data Analysis, Springer-Verlag, 2013 |
| 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 , Unsicheres und vages Wissen, in: Handbuch der Künstlichen Intelligenz, pages 235-296, De Gruyter, 2013 |
2012
| , and , Analysis of Dynamic Brain Networks using VAR Models, pages 525--532, 2012 |
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| and , Clustering in High Dimensional Spaces, in: Second Bilateral German-Polish Symposium on Data Analysis and its Applications, 2012 |
| , and , Estimating Edge Weights in Dynamic Graphs based on Events, in: Proceedings // 22. Workshop Computational Intelligence, pages 201-215, KIT Scientific Publishing, 2012 |
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| and , Fuzzy Control for Knowledge-Based Interpolation, pages 91--101, Springer-Verlag, Studies in Fuzziness and Soft Computing, volume 271, 2012 |
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