Community Profile

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Janos Abonyi


University of Pannonia

22 total contributions since 2005

Janos is a researcher interested in data mining, computational intelligence and complex systems.
www.abonyilab.com

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Submitted


NOCAD - Network based Observability and Controlability Analysis of Dynamical Systems toolbox
Network theory based analysis of controlability and observability of state space models

2 years ago | 2 downloads |

Submitted


Node Similarity based Graph Visualization
Visualization is done with the MDS (Multidimensional Scaling) dimensionality reduction technique

5 years ago | 2 downloads |

Submitted


Hinging hyperplane based regression tree identified by fuzzy clustering and its application
A novel tool for regression tree identification

5 years ago | 1 download |

Submitted


Fuzzy Model Identification for Control
Several applications of fuzzy modeling

5 years ago | 4 downloads |

Submitted


Constrained cubic spline approximation
Algorithm for incorporating prior knowledge into spline-smoothing of interrelated multivariate data

5 years ago | 0 downloads |

Submitted


Interactive Evolutionary Computing (EASY-IEC) MATLAB Toolbox
Implementation of Interactive Evolutionary Computation (IEC)

5 years ago | 2 downloads |

Submitted


Supervised Fuzzy Clustering for the Identification of Fuzzy Classifiers
Each rule can represent more than one classes with different probabilities

5 years ago | 4 downloads |

Submitted


Graph-based clustering and data visualization algorithms
Combines graph-based topology representation and dimensionality reduction methods

5 years ago | 5 downloads |

Submitted


Fisher information matrix based time-series segmentation of process data
A goal-oriented Fisher information based time-series segmentation algorithm

5 years ago | 1 download |

Submitted


Genetic Programming MATLAB Toolbox
This method results in more robust and interpretable models than the classical GP method

5 years ago | 16 downloads |

Submitted


Fuzzy clustering based time-series segmentation
A useful tool for the analysis of historical process data

5 years ago | 5 downloads |

Submitted


Compact TS-Fuzzy Models through Clustering and OLS plus FIS Model Reduction
An easily interpretable model that does not use the transformed input variables can be formed

5 years ago | 2 downloads |

Submitted


A Simple Fuzzy Classifier based on Inconsistency Analysis of Labeled Data
Obtaining accurate but also interpretable fuzzy rulebased classifiers from labelled observation data

5 years ago | 1 download |

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Correlation based dynamic time warping of multivariate time series
Combines DTW and PCA based similarity measures.

5 years ago | 7 downloads |

Submitted


Bit-Table Based Biclustering and Frequent Closed Itemset Mining in High-Dimensional Binary Data
Method to find both frequent closed itemsets and biclusters in high-dimensional binary data

5 years ago | 0 downloads |

Submitted


Constrained Fuzzy Model Identification - Files for Fuzzy Modeling and Identification Toolbox
Can be used for estimation of the consequent model parameters

5 years ago | 7 downloads |

Submitted


Feedback Linearizing Control Using Hybrid Neural Networks Identified by Sensitivity Approach
Identification and application of hybrid models for Globally Linearizing Control

5 years ago | 2 downloads |

Submitted


Star plots - MATLAB files for Graphical Representation of trace elements of clinkers
Visualisation of the trace element content

5 years ago | 1 download |

Submitted


Fuzzy Modeling with Multidimensional Membership Functions:Grey-Box Identification and Control Design
Framework for fuzzy modeling and model-based control design

5 years ago | 0 downloads |

Submitted


Qualitative identification of clinkers by fuzzy clustering
Fuzzy clustering of trace elements of clinkers

5 years ago | 0 downloads |

Submitted


Clustering Toolbox
The toolbox provides four categories of functions.

14 years ago | 30 downloads |

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Submitted


Clustering and Data Analysis Toolbox
The toolbox provides four categories of functions.

14 years ago | 7 downloads |

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