Fuzzy Clustering

Mackey-Glass Time Series Forecasting using Wang-Mendel Method

There are three methods (1, 2 & 3 [Back-propagation]) for forecasting a time series. Here is a collection of MATLAB programming, screen shorts, Fig files giving results. Follow comments in the files to run programs

The performance of the level set segmentation is subject to appropriate initialization and optimal configuration of controlling parameters, which require substantial manual intervention. A new fuzzy level set algorithm is proposed in this paper to facilitate medical image segmentation. It is able...


Platforms: Matlab

SpectralClustering performs one of three spectral clustering algorithms (Unnormalized, Shi & Malik, Jordan & Weiss) on a given adjacency matrix. SimGraph creates such a matrix out of a given set of data and a given distance function.The code has been optimized to be both fast and memory...


Platforms: Matlab

The archive includes genfis4.m that generates Mamdani- and Sugeno-type FIS using CART algorithm to extract fuzzy rule information from data set. It is based mostly on Fuzzy Logic Toolbox but it has required to modify Toolbox's fuzzy rule building principle. As a result some original m-files was...


Platforms: Matlab

Generic clustering/load-balancing platform (over a LAN or internet) using java based P2P Aorta workers that execute java 'tasklets'. Various tasklets can be implemented to solve fractals, process images, render webpages, crack RSA 'brute force'.


Platforms: Windows, Mac, Linux

For interactive clustering and visualization, Cluster and TreeView by Mike Eisen are great. XCluster by Gavin Sherlock solves the problem of clustering large numbers of files. Now slcview allows you to script generation of cluster and tree images.


Platforms: Windows, Mac, Linux

It works just fine, download it only if you re ok with programming. You will have to know what EM is before downloading it.


Platforms: Matlab

hcluster is a library that provides Python functions for hierarchical clustering. The interface is very similar to MATLAB's Statistics Toolbox API to make code easier to port from MATLAB to Python/Numpy. The core implementation of this library is in C for efficiency. Here are some key features...


Platforms: *nix

FCMTHRESH Thresholding by 3-class fuzzy c-means clustering [bw,level]=fcmthresh(IM,sw) outputs the binary image bw and threshold level of image IM using a 3-class fuzzy c-means clustering. It often works better than Otsu's methold which outputs larger or smaller threshold on fluorescence images....


Platforms: Matlab

With Fuzzy Duplicate Finder you can easily find and correct all sorts of partial duplicates, typos and misspelled words in your worksheets. The add-in performs a fast search for duplicates that differ in 1 to 10 characters and recognizes omitted, excess or mistyped symbols. You can correct...


Platforms: Windows

This script is an ease of use subclass of dict - rather then one that uses a lot of dict features. If your request item is in the dictionary (with a key that hashes the same) then it acts as a more or less normal dictionary. If on the other hand you are looking for a string that is similar to a...


Platforms: Windows, Mac, *nix, Python, BSD Solaris

This function shall be used to evaluate the union or intersection between fuzzy sets or fuzzy relation under type2 category.For a complete understanding Please refer book by Dr. Jerry M. Mendel on:Uncertain Rule-Based Fuzzy Logic Systems:Introduction and New Directions


Platforms: Matlab

Compact C routine to evaluate a MATLAB Sugeno type fuzzy inference system (fis). Intended to run on a microcontroller based system with limited memory.


Platforms: Matlab

This Simulink library contains six ANFIS/CANFIS system variations. This library is for those who want to use the ANFIS system in the Simulink environment. Each model is implemented for training and operation in a sample-by-sample, on-line mode. For details see the included release notes. The main...


Platforms: Matlab

A powerful, easy-to-use modeling and prediction tool designed to support the process of knowledge extraction from data on a highly automated level. KnowledgeMiner is a data mining tool that enables anyone to use its unique form of modeling to quickly visualize new possibilities. It is an...


Platforms: Mac

Instead of display dates the plugin displays the time in "x time ago" format.InstallationUnpack and upload it to the /wp-content/plugins/ directory.Activate the plugin through the 'Plugins' menu in WordPress. Requirements: - WordPress


Platforms: Windows, Mac, *nix, PHP, BSD Solaris

Carrot2 is an Open Source Search Results Clustering Engine. It can automatically organize small collections of documents, e.g. search results, into thematic categories. Apart from two specialized document clustering algorithms, Carrot2 offers ready-to-use components for fetching search results...


Platforms: Mac

An implementation of "k-Means Projective Clustering" by P. K. Agarwal and N. H. Mustafa.This method of clustering is based on finding few subspaces such that each point is close to a subspace.


Platforms: Matlab

This is educational software whose purpose it is to clarify the workings of different clustering algorithms by visualising the clustering process in 2D space. This make many possible problems and advantages very clear.


Platforms: Windows, Mac, Linux