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 journal and type
| 1-50 | 51-100 | 101-150 | 151-200 | 201-250 | 251-300 | 301-350 | 351-400 | 401-450 | 451-500 | 501-534 |
Publications of type Inproceedings
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 , Clustering Social Networks Using Competing Ant Hives, in: Network Intelligence Conference (ENIC), 2015 Second European, pages 67-74, IEEE, 2015 |
| , and , Exploring dinofun park happenings, in: Visual Analytics Science and Technology (VAST), 2015 IEEE Conference on, pages 157-158, 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 , Towards Online Detection of Neural Assemblies in Parallel Spike Trains, in: 48th Hawaii International Conference on System Sciences (HICSS), 2015, pages 1503-1511, 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 , 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 |
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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 , 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 , 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 , 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 , 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 |
| 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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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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2011
| , and , A new distance function for Prototype-based Clustering Algorithms in High-Dimensional Spaces, in: Proceedings of CLADAG 2011, Pavia, Italy, 2011 |
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| and , Estimation of hidden driver properties based on the driving behavior, in: Proceedings of 21. Workshop Computational Intelligence, pages 1-14, Karlsruher Institut für Technologie, 2011 |
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| and , Exploratory Hierarchical Clustering for Management Zone Delineation in Precision Agriculture, in: Advances in Data Mining, Applications and Theoretical Aspects, pages 161--173, Springer, 2011 |
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| , and , Fuzzy Clustering with Polynomial Fuzzifier Function in connection with M-Estimators, in: Zeitschrift: Applied and Computational Mathematics, Azerbaijan National Academy of Sciences, pages 146-163, 2011 |
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| , and , M-Estimator induced Fuzzy Clustering Algorithms, in: Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-2011) and LFA-2011, European Society for Fuzzy Logic and Technology (EUSFLAT), Aix-Le-Bains, France, pages 298--304, Atlantis Press, 2011 |
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| and , Machine Learning Methods for Spatial Clustering on Precision Agriculture Data, in: Eleventh Scandinavian Conference on Artificial Intelligence, pages 40--49, IOS Press, 2011 |
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| and , On the usefulness of fuzzy SVMs and the extraction of fuzzy rules from SVMs, in: Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-2011) and LFA-2011, European Society for Fuzzy Logic and Technology (EUSFLAT), Aix-les-Bains, France, pages 943--948, Atlantis Press, 2011 |
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2010
| , and , A Clustering Approach for Management Zone Delineation in Precision Agriculture, in: Proceedings of ICPA 2010, International Society of Precision Agriculture, 2010 |
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| , , and , Clustering radar tracks to evaluate efficiency indicators, in: Proceedings of the second ENRI Workshop on ATM and CNS 2010, pages 71--94, The Second ENRI International Workshop on ATM/CNS (EIWAC2010), 2010 |
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| , and , Clustering with Repulsive Prototypes, in: Advances in Data Analysis, Data Handling and Business Intelligence, Proc. 32nd Annual Conf. of the GfKl e.V., Joint Conference with the British Classif. Soc. and the Dutch/Flemish Classif. Soc., pages 207--215, Springer Verlag, 2010 |
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| , and , Data Mining Applications in the Automotive Industry, in: Proceedings of the 4th International Workshop on Reliable Engineering Computing (REC 2010), Professional Activities Centre, National University of Singapore, Singapore, pages 23--40, Research Publishing Services, 2010 |
| and , Data Mining in Precision Agriculture: Management of Spatial Information, in: Computational Intelligence for Knowledge-Based Systems Design, pages 350--359, Springer, 2010 |
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| and , Feature Selection for Wheat Yield Prediction, in: Research and Development in Intelligent Systems XXVI, Incorporating Applications and Innovations in Intelligent Systems XVII, BCS SGAI, pages 465--478, Springer, 2010 |
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| and , Regression Models for Spatial Data: An Example from Precision Agriculture, in: Advances in Data Mining. Applications and Theoretical Aspects, pages 450--463, Springer, 2010 |
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| , 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 , 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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2009
| , and , A Condensed Representation of Itemsets for Analyzing their Evolution over Time, in: 11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD2009), Springer, 2009 |
| , and , An Algorithm for Anticipating Future Decision Trees from Concept-Drifting Data, in: Research and Development in Intelligent Systems, BCS SGAI, London, pages 293--306, Springer, 2009 |
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| and , Assessing the Strength of Structural Changes in Cooccurrence Graphs, in: KI 2009: Advances in Artificial Intelligence, 32nd Annual German Conference on AI, Paderborn, Germany, pages 476--483, Springer Verlag, 2009 |
| and , Clustering Association Rules with Fuzzy Concepts, in: Advances in Data Analysis, Data Handling and Business Intelligence, Proceedings of the 32nd Annual Conference of the Gesellschaft für Klassifikation e.V., Joint Conference with the British Classification Society (BCS) and the Dutch/Flemish Classification, pages 197--206, Springer Verlag, 2009 |
| , , , and , Ensemble Learning for Multi-source Information Fusion, in: Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Heidelberg, pages 748--756, Springer, 2009 |
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| and , Fuzzy Descriptions to Identify Temporal Substructure Changes of Cooccurrence Graphs, in: Proceedings of 2009 IFSA/EUSFLAT, pages 1177--1182, 2009 |
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| , , and , Visual Data Mining of Agriculture Data, in: Machine Learning and Data Mining in Pattern Recognition, 6th International Conference (MLDM 2009), Leipzig, Germany, pages 30--44, IBaI publishing, 2009 |
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| , , and , Visualization of Agriculture Data Using Self-Organizing Maps, in: Applications and Innovations in Intelligent Systems, BCS SGAI, London, pages 47--60, Springer, 2009 |
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2008
| and , Adjusting Monitored Experiments to Real-World Cases by Matching Labeled Time Series Motifs, in: Proceedings 18. Workshop Computational Intelligence, Dortmund, 3. - 5. Dezember 2008, pages 214--223, Universitätsverlag Karlsruhe, 2008 |
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| and , An Uncertainty Representation for Set-Valued Attributes with Hierarchical Domains, in: Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-08), University of Málaga, Málaga, pages 197--203, 2008 |
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| , , and , Data Mining with Neural Networks for Wheat Yield Prediction, in: Advances in Data Mining -- Medical Applications, E-Commerce, Marketing, and Theoretical Aspects, Leipzig, pages 47--56, Springer Verlag, 2008 |
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