Data Mining (141 page)

Read Data Mining Online

Authors: Mehmed Kantardzic

  • Vendor: SPSS Inc., an IBM company (
    www.spss.com
    )
  • IBM SPSS Modeler Professional has optimization techniques for large data sets, including boosting and bagging, which improve model stability and accuracy. It also enhanced visualization for key algorithms, including neural net and decision tree. In particular, new interactive visualization for key algorithms and ensemble models is offered in order to make results easier to understand and communicate.

DataDetective

  • Vendor: Sentient Information Systems (
    www.sentient.nl
    )
  • DataDetective, the powerful yet easy to use data-mining platform and the crime analysis software of choice for the Dutch police.

DeltaMaster

  • Vendor: Bissantz & Company GmbH (
    www.bissantz.com
    )
  • Delta Miner is a multiple-strategy tool supporting clustering, summarization, deviation-detection, and visualization processes. A common application is the analysis of financial controlling data. It runs on Windows platforms and it integrates new search techniques and “business intelligence” methodologies into an OLAP front end.

EWA Systems

  • Vendor: EWA Systems Inc. (
    www.ewasystems.com
    )
  • EWA Systems provide enterprise analytics solutions: Math and statistics libraries, data mining, text mining, optimization, visualization, and rules engine software are all available from one coordinated source. EWA Systems’ ability to tackle such a broad range of analytical solutions means our clients gain efficiencies in purchasing software that fits together modularly, as well as incurring decreased consulting costs. Our tools have been deployed worldwide in industries as diverse as financial analysis, e-commerce, manufacturing and education where their outstanding performance and quality is unrivaled. Whether you are using a single PC or a supercomputer, EWA Systems has the numerical software capabilities to fit your need.

FastStats™

  • Vendor: APTECO Limited (
    www.apteco.com
    )
  • FastStats Suite, marketing analysis products, including data mining, customer profiling, and campaign management.

IBM Intelligent Miner

  • Vendor: IBM (
    www.ibm.com
    )
  • DB2 Data Warehouse Edition (DWE) is a suite of products that combines the strength of DB2 Universal Database™ (DB2 UDB) with the powerful business intelligence infrastructure from IBM®. DB2 Data Warehouse Edition provides a comprehensive business intelligence platform with the tools your enterprise and partners need to deploy and build next generation analytic solutions.

KnowledgeMiner

  • Vendor: KnowledgeMiner Software (
    www.knowledgeminer.com
    )
  • KnowledgeMiner, a self-organizing modeling tool that uses GMDH neural nets and AI to easily extract knowledge from data. (MacOS)

MATLAB NN Toolbox

  • Vendor: Mathworks Inc. (
    www.mathworks.com
    )
  • A MATLAB extension implements an Engineering environment for research in neural networks and its design, simulation, and application. It offers various network architectures and different learning strategies. Classification and function approximations are typical data-mining problems that can be solved using this tool. It runs on Windows, Mac, and Unix platforms.

Predictive Data Mining Suite

  • Vendor: Predictive Dynamix (
    www.predx.com
    )
  • Predictive Data Mining Suite integrates graphical and statistical data analysis with modeling algorithms including neural networks, clustering, fuzzy systems, and genetic algorithms.

Enterprise Miner

  • Vendor: SAS Institute Inc. (
    www.sas.com
    )
  • SAS (Enterprise Miner) represents one of the most comprehensive sets of integrated tools for data mining. It also offers a variety of data manipulation and transformation features. In addition to statistical methods, the SAS Data Mining Solution employs neural networks, decision trees, and SAS Web hound that analyzes Web-site traffic. It runs on Windows and Unix platforms and it provides a user-friendly GUI front end to the Sample, Explore, Modify, Model, Assess (SEMMA).

SPAD

  • Vendor: Coheris (
    www.coheris.fr
    )
  • SPAD, provides powerful exploratory analyses and data-mining tools, including PCA, clustering, interactive decision trees, discriminant analyses, neural networks, text mining and more, all via user-friendly GUI.

Viscovery Data Mining Suite

  • Vendor: Viscovery (
    www.viscovery.net
    )
  • The Viscovery® Data Mining Suite offers a selection of software for predictive analytics and data mining designed to comprehensively address the needs of business and technical users. Workflows support the generation of high-performance predictive models that may be integrated in real-time and updated automatically. The Viscovery Data Mining Suite comprises the modules—Profiler, Predictor, Scheduler, Decision Maker, One(2)One Engine—for the realization of predictive analytics and data mining applications.

Warehouse Miner

  • Vendor: Teradata Corp. (
    www.teradata.com
    )
  • Warehouse Miner provides different statistical analyses, decision-tree methods, and regression methodologies for in-place mining on a Teradata database-management system.

A.6 WEB SITE LINKS

A.6.1 General Web Sites

Web Site
Description
www.ics.uci.edu
A comprehensive machine-learning site. Popular for its large repository of standard data sets and machine-learning programs for experimental evaluation.
www.almaden.ibm.com/cs/quest/
An online resource for research in data mining using IBM Intelligent Miner. It contains Synthetic Data Generation Codes for associations, sequential patterns, and classification.
www.cs.cmu.edu/Groups/AI/html
This address collects files, programs, and publications of interest to the AI research community.
www.cs.reading.ac.uk/people/dwc/ai.html
An online resource to AI programs, software, data sets, bibliographies, and links.
www.datamining.org
This is a site run by a group of users and international data-mining tool providers. It is geared more for business users, and it provides links to many data-mining sites.
http://archive.ics.uci.edu/ml/
Repositories focusing on the scientific study of machine learning.
www.jair.org
Journal of AI Research:
The journal includes research articles, technical notes, surveys, and expository articles in the field of machine learning.
www.kdnuggets.com
This site contains information about data-mining activities and pointers to past and current research. It maintains a guide to commercial- and public-domain tools for data mining. It also provides links to companies supporting software, consulting, and data-mining services.
www.springerlink.com/content/1384_5810
Journal of Data Mining & Knowledge Discovery:
The journal consolidates papers in both the research and practice of knowledge discovery, surveys of implementation techniques and application papers.
www.stat.ufl.edu/vlib/statistics.html
An up-to-date online resource to statistical software, data sets, and links.
otal.umd.edu/Olive/Multi-D.html
A list of projects and products for multidimensional visualization.

A.6.2 Web Sites for Data-Mining Software Tools

Web Site
Data-Mining Tool
www.statconsulting.eu
AdvancedMiner
www.unica.com
Affinium Model
www.dazsi.com
AgentBase/Marketeer
www.alice-soft.com
Alice d’Isoft
www.openchannelsoftware.com
Autoclass III
www.bayesia.com
BayesiaLab
kmi.open.ac.uk/projects/bkd/
Bayesian Knowledge Discoverer
www.prevision.com/bmr.html
BMR
http://salford-systems.com/cart.php
CART
www.spss.com/clementine
Clementine
www.oracle.com/technology/documentation/darwin.html
Darwin
www.data-applied.com
Data Applied
www.sentient.nl/?dden
DataDetective
www.dataengine.de/english/sp/index.htm
DataEngine
www.datamining.com
Data Mining Suite
www.cwi.nl/∼marcel/ds.html
Data Surveyor
www.dbminer.com
DBMiner
www.hnc.com
DataBase Mining Marksman
www.datamind.com
DataMind
www.cirrusrec.com
Datasage
www.neovista.com
Decision series
www.bissantz.de
Delta Miner
www.pilotsw.com
Discovery
www.palisade.com/
Evolver
www.dataengine.de/english/sp/index.htm
EWA Systems
www.exeura.com/home.php?lan=en
Exeura RialtoTM
www.fairisaac.com/fic/en/our-approach/enterprise-decision-management
Fair
www.apteco.com
FastStats Suite
www.urbanscience.com
GainSmarts
www.geniqmodel.com/
GenIQ Model
www.fqs.pl/business_intelligence/products/ghostminer
GhostMiner
www.goldenhelix.com
Golden Helix Optimus RP
www.software.ibm.com
Intelligent Miner
www.spotfire.tibco.com/products/s-plus/statistical-analysis-software.aspx
Insightful Miner
www.acknosoft.com
KATE Tools
www.ncr.com
Knowledge Discovery Workbench
www.dialogis.de
Kepler
www.dialogis.de
KnowledgeMiner
www.angoss.com
Knowledge Seeker
www.kxen.com
KXEN
www.mathworks.com/products/neuralnet
Matlab neural network toolbox
www.sgi.com
MineSet
www.alta-oh.com
NETMAP
www.neurosolutions.com
Neuro Net
www.neuralware.com/
NeuralWorks Professional II/PLUS
www.nd.com/products.htm
NeuroSolutions v3.0
www.wardsystems.com/
NeuroShell2/NeuroWindows
www.ultranet.com/∼unica
PRW
www.printable.com
Powerhouse
www.predx.com
Predictive Data Mining Suite
www.rapid-i.com
RapidMiner
www.sas.com
SAS Enterprise Miner
www.cognos.com
Scenario
www.eric.univ-lyon2.fr/∼ricco/sipina.html
Sipina-W
www.nada.kth.se/∼orre/snns-manual
SNNS
www.spss.com
SPSS
www.spotfire.tibco.com/products/s-plus/statistical-analysis-software.aspx
S-Plus
www.slp.fr
STATlab
www.syllogic.nl
Syllogic
www.mathsoft.com/splus.html
S-Plus
www.fernuni-hagen.de/bwlor/forsch.htm
SPIRIT
www.prevision.com/strategist.html
Strategist
www.eudaptics.co.at/
Viscovery©SOMine
www.incontext.ca
WebAnalyzer
www.mitgmbh.de
WINROSA
www.wizsoft.com
WizWhy

A.6.3 Data-Mining Vendors

Data-Mining Vendor
Address
Web Site
Angoss Software International LTC.
34 St. Patrick Street, Suite 200, Toronto, Ontario, Canada M5T 1V1
www.angoss.com
Attar Software USA
Two Deerfoot Trial on Partridge Hill, Harward, MA 01451, USA
www.attar.com
Business Objects, Inc.
20813 Stevens Creek Blvd., Suite 100, Cupertino, CA 95014, USA
www.businessobjects.com
Cognos Corp.
67 S. Bedford St., Suite 200 W., Burlington, MA 01803, USA
www.cognos.com
DataMind Corp.
2121 S. El Camino Real, Suite 1200, San Mateo, CA 94403, USA
www.datamindcorp.com
HNC Software Inc.
5930 Cornerstone Court West, San Diego, CA 92121, USA
www.hnc.com
HyperParallel
282 Second Street, 3
rd
Floor, San Francisco, CA 94105, USA
www.hyperparallel.com
IBM Corp.
Old Orchard Road, Armonk, NY 10504, USA
www.ibm.com
Integral Solutions Ltd.
Berk House, Basing View, Basingstoke, Hampshire RG21 4RG, UK
www.isl.co.uk
Isoft
Chemin da Moulon, F-91190 Gif sur Yvette, France
e-mail
:
infor.isoft.fr
NeoVista Solutions, Inc.
10710 N. Tantau Ave., Cupertino, CA 95014, USA
www.neovista.com
Neural Applications Corp.
2600 Crosspark Rd., Coralville, IA 52241, USA
www.neural.com
NeuralWare Inc.
202 Park West Drive, Pittsburgh, PA 15275, USA
www.neuralware.com
Pilot Software, Inc.
One Canal Park, Cambridge, MA 02141, USA
www.pilotsw.com
Red Brick Systems, Inc.
485 Alberto Way, Los Gatos, CA 95032, USA
www.redbrick.com
Silicon Graphics Computer Systems
2011 N. Shoreline Blvd., Mountain View, CA 94043, USA
www.sgi.com
SPSS, Inc.
444 N. Michigan Ave., Chicago, IL 60611-3962, USA
www.spss.com
SAS Institute Inc.
SAS Campus Dr., Cary, NC 27513-2414, USA
www.sas.com
Thinking Machine Corp.
14 Crosby Dr., Bedford, MA 01730, USA
www.think.com
Trajecta
611 S. Congress, Suite 420, Austin, TX 78704, USA
www.trajecta.com
Daisy Analysis Ltd.
East Green Farm, Great Bradley, Newmarket, Suffolk CB8 9LU, UK
www.daisy.co.uk
Visible Decisions, Inc.
200 Front Street West, Suite 2203, P.O.Box 35, Toronto, Ont M5V 3K2, Canada
www.vdi.com
Maxus Systems International Inc.
610 River Terrace, Hoboken, NJ 07030, USA,
www.maxussystems.com
United Information Systems, Inc.
10401 Fernwood Road, #200, Bethesda, MD 20817, USA
www.unitedis.com/
ALTA Analytics, Inc.
929 Eastwind Dr., Suite 203, Westerville, OH 43081, USA
www.alta-oh.com
Visualize, Inc.
1819 East Morten, Suite 210, Phoenix, AZ 85020, USA
www.visualizetech.com
Data Description, Inc.
840 Hanshaw Road, Suite 9, Ithaca, NY 14850, USA
www.datadesk.com
i2 Ltd.
Breaks House, Mill Court, Great Shelford, Cambridge, CB2, SLD, UK
www.i2.co.uk
Harlequin Inc.
One Cambridge Center, 8
th
Floor, Cambridge, MA 02142, USA
www.harlequin.com
Advanced Visual Systems, Inc.
300 Fifth Avenue, Waltham, MA 02154, USA
www.avs.com
ORION Scientific Systems
19800 Mac Arthur Blvd., Suite 480, Irvine, CA 92612, USA
www.orionsci.com
Belmont Research, Inc.
84 Sherman St., Cambridge, MA 02140, USA
www.belmont.com/
Spotfire, Inc.
28 State Street, Suite 1100, Boston, MA 02109, USA
www.ivee.com
Precision Computing, Inc.
P. O > Box 1193, Sierra Vista, AZ 85636, USA
www.crimelink.com
Information Technology Institute
11 Science Park Road, Singapore Science Park II, Singapore 117685
jsaic.iti.gov.sg/projects/
NCO Natural Computing
Deurtschherrnufer 31, 60594 Frankfurt, Germany
www.asoc.com
Imagix Corp.
6025 White Oak Lane, San Luis Obispo, CA 93401, USA
www.imagix.com
Helsinki University of Technology
Neural Networks Research Center, P. O. Box 1000, FIN-02015 HUT, Finland
websom.hut.fi
Amtec Engineering, Inc.
P. O. Box 3633, Bellevue, WA 98009-3633, USA
www.amtec.com
IBM-Haifa Research Laboratory
Matam, Haifa 31905, Israel
www.ibm.com/java/mapuccino
Infospace, Inc.
181 2
nd
Avenue, Suite 218, San Mateo, CA 94401, USA
www.infospace-inc.com
Research Systems, Inc.
2995 Wilderness Place, Boulder, CO 80301, USA
www.rsinc.com
GR-FX Pty Limited
P. O. Box 2121, Clovelly, NSW, 2031, Australia
www.gr-fx.com
Analytic Technologies
104 Pond Street, Natick, MA 01760, USA
analytictech.com
The GIFIC Corp.
405 Atlantic Street, Melbourne Beach, FL 32951, USA
www.gific.com
Inxight Software Inc.
3400 Hillview Avenue, Palo Alto, CA 94304, USA
www.inxight.com
ThemeMedia Inc.
8383 158
th
Avenue NE, Suite 320, Redmond, WA 98052, USA
www.thememediacom
Neovision Hypersystems, Inc.
50 Broadway, 34
th
Floor, New York, NY 10004, USA
www.neovision.com
Artificial Intelligence Software SpA
Via Carlo Esterle, 9-20132 Milano, Italy
www.iunet.it/ais
SRA International, Inc.
2000 15
th
Street, Arlington, VA 22201, USA
www.knowledgediscovery.com
Quadstone Ltd.
16 Chester Street, Edinburgh, EH3 7RA, Scotland
www.quadstone.co.uk
Data Junction Corp.
2201 Northland Drive, Austin, TX 78756, USA
www.datajunction.com
Semio Corp.
1730 South Amphlett Blvd. #101, San Mateo, CA 94402, USA
www.semio.com
Visual Numerics, Inc.
9990 Richmond Ave., Suite 400, Houston, TX 77042-4548, USA
www.vni.com
Perspecta, Inc
600 Townsend Street, Suite 170E, San Francisco, CA 94103-4945, USA
www.perspecta.com
Dynamic Diagrams
12 Bassett Street, Providence, RI 02903, USA
www.dynamicdiagrams.com
Presearch Inc.
8500 Executive Park Avenue, Fairfax, VA 22031, USA
www.presearch.com
InContext Systems
6733 Mississauga Road, 7
th
floor, Mississauga, Ontario L5N 6J5 Canada
www.incontext.ca
Cygron Research & Development, Ltd.
Szeged, Pf.: 727, H-6701 Hungary
www.tiszanet.hu/cygron/
NetScout Systems, Inc.
4 Technology Park Drive, Westford, MA 01886, USA
www.frontier.com
Advanced Visual Systems
300 Fifth Ave., Waltham, MA 02154, USA
www.avs.com
Alta Analytics, Inc
555 Metro Place North, Suite 175, Dublin, OH 43017, USA
www.alta-oh.com

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