Data Clustering

The High Dimensional Data Clustering (HDDC) toolbox contains an efficient unsupervised classifiers for high-dimensional data. This classifier is based on Gaussian models adapted for high-dimensional data.Reference: C. Bouveyron, S. Girard and C. Schmid, High-Dimensional Data Clustering,... Platforms: Matlab

The Spherical Self-Organizing Feature Maps is a contemporary technique for data clustering and visualization.The main advantages they offer are the following:1. Smooth training2. Implementation in arbitrary dimension without additional computational cost.3. Data visualization in arbitrary... Platforms: Matlab

Many ant species exhibit the behavior of clustering corpses to form cemeteries. Each ant seems to behave individually, moving randomly in space while picking up or depositing (dropping) corpses. The decision to pick up or drop a corpse is based on local information of the antd-deOaos current... Platforms: Matlab

NeuroXL Clusterizer is a neural network add-in for Microsoft Excel. NeuroXL Clusterizer is an add-in for Excel designed to aid experts in real-world data mining and pattern recognition tasks. It hides the underlying complexity of neural network processes while providing graphs and statistics for... Platforms: Windows

AutoSOME is a new unsupervised multidimensional clustering method for identifying clusters of diverse shapes and sizes from large numerical datasets without prior knowledge of cluster number (BMC Bioinformatics, 11:117). Given the general nature of data clustering, AutoSOME has utility for a wide... Platforms: Mac

NMath Stats is a .NET statistics library that provides functions for statistical computation and biostatistics, including descriptive statistics, probability distributions, combinatorial functions, multiple linear regression, hypothesis testing, analysis of variance, multivariate statistics,... Platforms: Windows

Iris data set clustering using partitional algorithm. Concepts like loading text document and plotting of 4 Dimensional data with the fourth dimension as the intensity of colour of the plot. I used K means algorithm to update the centres from where we calculate the euclidean distance of the other... Platforms: Matlab

Performs hierarchical clustering of data using specified method andseraches for optimal cutoff empoying VIF criterion suggested in "Okada Y. et al - Detection of Cluster Boundary in Microarray Data by Reference to MIPS Functional Catalogue Database (2001)".Namely, it searches cutoff where groups... Platforms: Matlab

Nowadays due to the yearly multiplying data comes always the claim for useful methods and algorithms that make the processing of these data easier. For the solution of this problem data mining tools come into existence, to which the clustering algorithms belong. At the Department of Process... Platforms: Matlab

A MATLAB spectral clustering package to handle large data sets (200,000 RCV1 data) on a 4GB memory general machine. We implement various ways of approximating the dense similarity matrix, including nearest neighbors and the Nystrom method. Platforms: Windows, Mac, BSD

Algorithm StrAP, is able to adaptively cluster data streams with Affinity Propagation. Several steps are made to buildStrAP. The first one (Weighted AP) extends AP to weighted items withno loss of generality. The second one (Hierarchical WAP) is concernedwith reducing the quadratic AP complexity,... Platforms: Matlab

Document clustering project is a data mining suite to cluster a document set. This set of tools was implemented from a series of papers: "Clustering Web Pages Semantically using Combinatorial Topology", "Data mining using granular computing", and "A fast association rule algorithm based on bitmap... Platforms: *nix

R-Studio - the most comprehensive data recovery software and undelete tool supports FAT12/16/32, NTFS, NTFS5 (created or updated by Win2000), Ext2FS (Linux) file systems and recovers files both on local logical and physical disks and disks on remote computers over the networks, even if their... Platforms: Windows

Data Management Expert is a versatile data manager that helps you manage all types of notes, emails, documents, clippings, images and more. It allows you to create notes in sections and subsections with a tree-style interface for browsing through your notes. This software contains built-in word... Platforms: Windows

The blueshell Data Guy is an ADO-based editor for virtually all types of databases. This program supports Jet (Access and ISAMs like dBase, Paradox etc.), Oracle and SQL server. Additionally you can use other OLEDB or ODBC providers. All connections, schemas, table types and tables... Platforms: Windows

OraDirect .NET is data provider to direct access to Oracle database server for the Microsoft .NET Framework. It completely based on ActiveX Data Objects for the .NET Framework (ADO.NET) technology. ADO.NET provides a rich set of components for creating distributed, data-sharing applications.... Platforms: Windows

MySqlDirect .NET is data provider to direct access to MySQL database server for the Microsoft .NET Framework. It completely based on ActiveX Data Objects for the .NET Framework (ADO.NET) technology. ADO.NET provides a rich set of components for creating distributed, data-sharing applications.... Platforms: Windows

TapeWare is your complete system backup and data recovery software solution. It is a multi-OS (Windows, Linux and NetWare) and multi-language (available in English, French, German, Italian, Spanish, and Japanese) product with the flexibility to serve from an individual all the way up to an... Platforms: DOS, Windows, *nix

Free software developed for automation of professional measurement systems, data acquisition, processing and analysis. Especially suitable for scientists who would like to make high-performance, precise measurements in the experimental physics. Optimized for real-time operation,... Platforms: Windows

SQL Data Dictionary - Basic Edition was developed because I needed a way to maintain metadata on SQL Server databases. Rather than maintaining a separate document detailing descriptions of database objects, I decided to take advantage of SQL Server 2000 extended properties and write an app that... Platforms: Windows