Very popular tools are marked in bold letters.
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The development and application of data mining algorithms requires the use of powerful software tools. As the number of available tools continues to grow, the choice of the most suitable tool becomes increasingly difficult. This paper attempts to support the decision-making process by discussing the historical development and presenting a range of existing state-of-the-art data mining and related tools. Furthermore, we propose criteria for the tool categorization based on different user groups, data structures, data mining tasks and methods, visualization and interaction styles, import and export options for data and models, platforms, and license policies. These criteria are then used to classify data mining tools into nine different types. The typical characteristics of these types are explained and a selection of the most important tools is categorized. This paper is organized as follows: the first section Historical Development and State-of-the-Art highlights the historical development of data mining software until present; the criteria to compare data mining software are explained in the second section Criteria for Comparing Data Mining Software. The last section Categorization of Data Mining Software into Different Types proposes a categorization of data mining software and introduces typical software tools for the different types. © 2011 John Wiley & Sons, Inc. WIREs Data Mining Knowl Discov 2011 00 1-13 DOI: 10.1002/widm.24
Read full article at http://onlinelibrary.wiley.com/doi/10.1002/widm.24/full
Tool | Type | Link |
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|
||
Molegro Data Modeler | SOL | www.molegro.com |
NAG Data Mining Components | LIB | www.nag.co.uk/numeric/DR/DRdescription.asp |
NeuralWorks Predict | SPEC | www.neuralware.com/products.jsp |
Neurofusion | LIB | www.alyuda.com |
Neuroshell | SPEC | www.neuroshell.com |
Oracle Data Mining (ODM) | DMS | www.oracle.com/technology/products/bi/odm/index.html |
Partek Discovery Suite | DMS | www.partek.com/software |
Partek Genomics Suite | SOL | www.partek.com/software |
PolyAnalyst | DMS | www.megaputer.com/polyanalyst.php |
PolyVista | BI | www.polyvista.com |
Random Forests | SPEC | www.salford-systems.com |
RapAnalyst | SPEC | www.raptorinternational.com/rapanalyst.html |
R-PLUS | MAT | www.experience-rplus.com |
SAP Netweaver Business Warehouse (BW) | BI | www.sap.com/platform/netweaver/components/businesswarehouse |
SAS Enterprise Miner | DMS | www.sas.com/products/miner |
See5 | SPEC | www.rulequest.com |
SPAD Data Mining | DMS | eng.spadsoft.com |
SQL Server Analysis Services | DMS | www.microsoft.com/sql |
STATISTICA | DMS | www.statsoft.com/products/data-mining-solutions/G259 |
SuperQuery | DMS | www.azmy.com |
Teradata Database | BI | www.teradata.com |
Think Enterprise Data Miner (EDM) | DMS | www.thinkanalytics.com |
TIBCO Spotfire | DMS | spotfire.tibco.com |
Unica PredictiveInsight | DMS | www.unica.com |
WizRule and WizWhy | SPEC | www.wizsoft.com |
XAffinity | SPEC | www.exclusiveore.com |
Read full article at http://onlinelibrary.wiley.com/doi/10.1002/widm.24/full
Comment
Hi Titus,
Rapid-I recently released a new business analytics server around the open source software RapidMiner where you can easily create a web service from your analysis processes and get a fully flexible AaaS solution by this. The server is called RapidAnalytics and is available here:
Maybe the following video about creating web services within RapidAnalytics might be interesting for you:
http://www.youtube.com/watch?v=SBCUwA6llns
More videos demonstrating some of the business analytics capabilities of RapidAnalytics including a report designer, dashboards, drilling etc. at
http://rapid-i.com/content/view/305/232/
Hope that helps. Cheers,
Ingo
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