Janos Abonyi
University of Pannonia
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Janos is a researcher interested in data mining, computational intelligence and complex systems.
www.abonyilab.com
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Feeds
Submitted
NOCAD - Network based Observability and Controlability Analysis of Dynamical Systems toolbox
Network theory based analysis of controlability and observability of state space models
7 years ago | 5 downloads |
Submitted
Node Similarity based Graph Visualization
Visualization is done with the MDS (Multidimensional Scaling) dimensionality reduction technique
10 years ago | 1 download |
Submitted
Hinging hyperplane based regression tree identified by fuzzy clustering and its application
A novel tool for regression tree identification
10 years ago | 1 download |
Submitted
Fuzzy Model Identification for Control
Several applications of fuzzy modeling
10 years ago | 1 download |
Submitted
Constrained cubic spline approximation
Algorithm for incorporating prior knowledge into spline-smoothing of interrelated multivariate data
10 years ago | 1 download |
Submitted
Interactive Evolutionary Computing (EASY-IEC) MATLAB Toolbox
Implementation of Interactive Evolutionary Computation (IEC)
10 years ago | 1 download |
Submitted
Supervised Fuzzy Clustering for the Identification of Fuzzy Classifiers
Each rule can represent more than one classes with different probabilities
10 years ago | 2 downloads |
Submitted
Fisher information matrix based time-series segmentation of process data
A goal-oriented Fisher information based time-series segmentation algorithm
10 years ago | 2 downloads |
Submitted
Genetic Programming MATLAB Toolbox
This method results in more robust and interpretable models than the classical GP method
10 years ago | 10 downloads |
Submitted
Graph-based clustering and data visualization algorithms
Combines graph-based topology representation and dimensionality reduction methods
10 years ago | 3 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
10 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
10 years ago | 1 download |
Submitted
Correlation based dynamic time warping of multivariate time series
Combines DTW and PCA based similarity measures.
10 years ago | 2 downloads |
Submitted
Fuzzy clustering based time-series segmentation
A useful tool for the analysis of historical process data
10 years ago | 2 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
10 years ago | 1 download |
Submitted
Constrained Fuzzy Model Identification - Files for Fuzzy Modeling and Identification Toolbox
Can be used for estimation of the consequent model parameters
10 years ago | 5 downloads |
Submitted
Feedback Linearizing Control Using Hybrid Neural Networks Identified by Sensitivity Approach
Identification and application of hybrid models for Globally Linearizing Control
10 years ago | 2 downloads |
Submitted
Star plots - MATLAB files for Graphical Representation of trace elements of clinkers
Visualisation of the trace element content
10 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
10 years ago | 2 downloads |
Submitted
Qualitative identification of clinkers by fuzzy clustering
Fuzzy clustering of trace elements of clinkers
10 years ago | 1 download |
Submitted
Clustering Toolbox
The toolbox provides four categories of functions.
16 years ago | 8 downloads |
Submitted
Clustering and Data Analysis Toolbox
The toolbox provides four categories of functions.
16 years ago | 3 downloads |