Data Mining Catalogue
Welcome to the Catalogue of Data Mining tools and service providers. The material in this catalogue is migrating to form a new book, The Data Mining Desktop Survival Guide.
Many Data Mining tools, vendors, and service providers are now available to service the Data Mining market. This Catalogue provides pointers to Data Mining tool vendors and service providers. The information is provided as is, without any guarantees. If information is incorrect or out of date, or you have information relating to other Data Mining tools or services, please let me know (Graham.Williams@togaware.com).This compilation is Copyright © 2000-2006 Graham J. Williams. Redistribution of this catalogue is permitted under the general terms and intensions of the GNU General Public License. This catalogue is provided for reference only. Neither I nor Togaware, endorse nor in any way recommend the products and organisations listed and expressly exclude liability for any damage, loss or injury that a person may suffer as a result of any dealing with any product or organisation listed.
Updated 1999/11/30 13:39:42 Graham.Williams@togaware.com
Polytomous Logistic regression trees with Unbiased Split. PLUS is implemented in a set of Fortran 90 routines and accepts numerical/continuous as well as categorical variables. Missing covariate values are allowed. If a test data set is available, an estimate of the misclassification error rate will be provided. Executables are available for Digital Alpha (Digital UNIX 4.0), Sun SPARCstation/Ultra (Sun Solaris 2.6), Pentium (Linux), and Pentium (Windows 95/98/NT, coming soon).
Updated 1999/11/01 09:36:41 Graham.Williams@togaware.com
Updated 2006-07-31 07:00:36 Graham Williams
4cData offers two state of the art DM tools:
The products are characterized by easy to use GUI, and availability of free trial versions.
4cData also provides a full range of data mining and knowledge discovery services including:
Updated 2004/01/23 09:06:16 Graham.Williams@togaware.com
Angoss Software Corporation (Angoss), headquartered in Toronto, Canada, is a provider of Predictive Analytics Systems, for sales, marketing and risk management.
Updated 1999/12/16 06:09:20 Graham.Williams@togaware.com
Bayesia is a company created by researchers specialising in Bayesian Networks and Machine Learning. The commercial product, BayesiaLab, offers a set of functionalities for modeling and data mining:
Updated 2004/02/17 08:54:07 Graham.Williams@togaware.com
A company whose primary business is consulting in commercial data mining & VLDB decision support across Europe. Provide services in Technical Strategy and Tool Selection, Data Mining projects using CRISP-DM, Data Warehousing management consulting, technical design and implementation. Provide bureau services in Data Mining and Visualisation, and Web Information Publishing.
Updated 1999/12/15 15:20:51 Graham.Williams@togaware.com
Purple Insight acquired the MineSet product from SGI in October, 2003. MineSet provide interactive exploration of data through an advanced suite of visual tools for faster discovery of meaningful trends and relationships. The Splat Visualizer and the Scatter Visualizer represent complex data in up to eight dimensions. The Map Visualizer displays data with geographical relationships by using a map metaphor. Animation and view synchronization techniques are used to reveal patterns over critical dimensions such as time. The Tree Visualizer depicts data with hierarchical relationships utilizing a fly-through technique set in a 3D landscape. The Statistics Visualizer presents a visual summary of basic statistical information. Advanced drill-through techniques give you fast access to the original records that created entities within your visualization for additional analysis. The Record Viewer allows quick access to the original data with column sorting and HTML output capabilities.
Updated 2004/02/18 06:03:14 Graham.Williams@togaware.com
RapAnalyst allows you to visualize and mine complex data.
Updated 2006-01-06 15:30:27 Graham.Williams@togaware.com
Phil Sherrod has developed two statistical programs:
Updated 2004/01/23 09:06:16 Graham.Williams@togaware.com
from Daz Systems
An agent-oriented knowledge discovery system.
Updated 24 Jul 1997 09:41:18 Graham.Williams@togaware.com
C5.0 and See5
This is an updated, commercial, and significantly faster, version of C4.5, a very popular decision tree induction algorithm.
Updated 25 Jul 1997 09:39:24 Graham.Williams@togaware.com
CART® (Classification and Regression Trees) is a widely used and respected Decision Tree induction and Regression system from the Statistical community with many applications to Data Mining.
Updated 9 Sep 1998 10:01:36 Graham.Williams@togaware.com
from SPSSSee The Data Mining Desktop Survival Guide
Updated 30 Jul 1997 07:38:27 Graham.Williams@togaware.com
from Thinking MachinesSee Oracle Data Mining in The Data Mining Desktop Survival Guide
DataMind DataCruncher is a server based data mining software product. Able to handle an unlimited number of records, DataCruncher supports advanced data mining features such as incremental modeling, model merge, and native connectivity to Oracle and Informix database management systems.
Updated 10 Oct 1997 20:06:47 Graham.Williams@togaware.com
DataEngine combines conventional data analysis methods with fuzzy logic and neural networks.
Updated 30 Jan 1998 12:33:54 Graham.Williams@togaware.com
from Logic Programming Associates
A tool for investigating data from ODBC-compliant relational databases through the synthesis of clusters and rule induction with queries direct to the database engine.
Updated 22 Jul 1998 06:27:56 Graham.Williams@togaware.com
The Data Mining Suite works directly on large SQL repositories with no need for sampling nor to extract files. It accesses large volumes of multi-table relational data on the server, incrementally discovers patterns and delivers automatically generated English text and graphs as explainable documents on the intranet.
Updated 13 Mar 1998 14:38:47 Graham.Williams@togaware.com
An OLAM tool supporting Data Cubes. An educational version (restricted to 1000 rows of data) available for free.
Updated 18 Jul 1998 17:16:08 Graham.Williams@togaware.com
dbProbe is a lightweight Java Applet that enables multi-dimensional cube analysis via any of the leading web browsers. The user is presented with an effective, true GUI rather than an HTML-based dialoge. The server-based cube-builder component can access various data sources including ODBC and OLE/DB. dbProbe uses a unique architecture which enables the whole cube to be transferred to the client allowing off-line analysis and a highly scalable server model. A client-server model is also available to allow analysis of massive cubes.
Updated 1999/06/11 15:59:01 Graham.Williams@togaware.com
Updated 28 Jan 1998 09:08:53 Graham.Williams@togaware.com
Decisionhouse is a scalable data mining product for (marketing and risk) customer modelling applications in finance, retial and telco markets.
Updated 19 Feb 1998 12:02:16 Graham.Williams@togaware.com
Updated 25 Jul 1997 10:12:25 Graham.Williams@togaware.com
fromSee The Data Mining Desktop Survival Guide
Built on top of SAS, GainSmarts provides a statistically-based approach for the exploration of patterns and data.
Updated 3 Apr 1998 16:25:51 Graham.Williams@togaware.com
A collection of tools to handle organisational/transactional data for Data Mining.
Updated 24 Jul 1997 09:58:21 Graham.Williams@togaware.com
Updated 20 Feb 1998 17:01:17 Graham.Williams@togaware.com
Updated 30 Jul 1997 16:02:57 Graham.Williams@togaware.com
MARS® (Multivariate Adaptive Regression Splines) was developed by Jerry Friedman and is another of his widely respected data mining tools with sound statistical foundations.
Updated 19 Sep 1998 09:28:43 Graham.Williams@togaware.com
A Windows-based family of data mining modules for database marketing applications. Model 1 includes a wizard-driven GUI, automated model building process using a variety of algorithms, easy-to-interpret reports, built-in campaign optimization, and run-time module deployment.
Updated 19 Sep 1998 06:29:25 Graham.Williams@togaware.com
Products include ModelQuest MarketMiner and ModelQuest Enterprise. Techniques automatically capture relationships in data using a network of mathematical functions that subdivide problems into manageable pieces, or nodes, and automatically apply regression techniques to solve each of these simpler problems. ABTech also offer Data Mining services.
Updated 14 Nov 1997 18:08:18 Graham.Williams@togaware.com
Updated 28 Aug 1997 13:57:10 Graham.Williams@togaware.com
Offer a variety of products and services for data mining.
Updated 25 Jul 1997 11:35:22 Graham.Williams@togaware.com
ODBCMine generates decision rules from ODBC databases using the C4.5 classification model algorithm. It analyzes the data in any ODBC data source, and writes decision rules in ASCII to the standard output device. The 2.0 release outputs graphical decision trees in Scalable Vector Graphics (SVG) format. It also provides a new method for users to pre-categorize continuous (numeric) variables into discrete ranges, providing much better performance for these situations. It is intended to be a simple and inexpensive - yet powerful - implementation of a classic data mining algorithm. A single user-license is USD $99.95. An academic license is available for free by request.
Updated 2003/03/31 Graham.Williams@togaware.com
A scalable, parallel, large volume data management tool, providing a data mining platform.
Updated 4 Mar 1998 13:16:30 Graham.Williams@togaware.com
A comprehensive pattern recognition and data visualization system. Direct manipulation visual data mining combined with statistical, neural, and other pattern recognition techniques. Capabilities: Interactive Visualization, Statistical Analysis, Normalization & Transformation, Variable Selection, Model Development & Deployment.
Updated 24 Jul 1997 08:37:51 Graham.Williams@togaware.com
Magnify is a provider of data mining services with their own sophisticated tool for data mining very large datasets.
Updated 24 Jul 1997 08:37:51 Graham.Williams@togaware.com
PolyAnalyst is a multi-strategy data mining environment with a selection of exploration engines to predict values of continuous variables, explicitly model complex phenomena, determine the most influential independent variables, and solve classification and clustering tasks. Features include object-oriented design, point-and-click GUI, versatile data manipulation, visualization, and reporting capabilities, minimum of statistics, and a simple interface to various data storage architectures.
Updated 2000/01/21 08:30:39 Graham.Williams@togaware.com
A freeware (academic/personal use) rule finding tool for small to medium data mining tasks, with a commercial tool available for larger tasks.
Updated 24 Jul 1997 10:24:43 Graham.Williams@togaware.com
Updated 24 Jul 1997 12:07:37 Graham.Williams@togaware.com
"SPSS offers an integrated family of products and services that makes it easy to share intelligence found via data mining. From simple to sophisticated analysis, SPSS offers a range of products for modeling."
Updated 6 Aug 1998 06:41:10 Graham.Williams@togaware.com
STATISTICA Data MinerSee The Data Mining Desktop Survival Guide
Updated 24 Jul 1997 07:46:17 Graham.Williams@togaware.com
Object Relational Data Mining
Tandem provides the platform for running a variety of partner data mining products.
Updated 25 Jul 1997 11:04:47 Graham.Williams@togaware.com
Virtual PredictSee The Data Mining Desktop Survival Guide
Updated 29 Jan 1998 15:33:11 Graham.Williams@togaware.com
Updated 24 Jul 1997 09:15:37 Graham.Williams@togaware.com
XELOPES is a an open platform-independent and data-source- independent library for Embedded Data Mining. It is based on the CWM standard of the OMG and supports other Data Mining standards like PMML, OLE DB for DM, and MLC++. It is available under Java, C++, and C#.
Updated 2003/02/22 08:36:17 Graham.Williams@togaware.com
Updated 25 Jul 1997 09:53:16 Graham.Williams@togaware.com
This document is maintained by Graham Williams
Last modified: Mon Jul 31 07:56:43 EST 2006