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AroniSmartIntelligence 5.0.6 now Available in App® Store: Bayesian Network Models, Unstructured Data, Animated Network

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b2ap3_thumbnail_AroniSmartIntelligence506.jpgA major new  version of AroniSmartIntelligence™,  the most advanced user friendly statistical and data mining tool for Mac OS X®, is now available in App® Store at this link A demo  of the new AroniSmartIntelligence,  with additional features,  can be found on AroniSoft web (http://www.aroni.us). To download the demo, navigate to "Products" menu, and then "How to Buy". From there,  it is possible to download the demo by following the instructions. The demo will expire on August 30, 2014.

 What is new in AroniSmartIntelligence 5.0.6 vs. 5.0.5 

  • Ability to redraw and animate the Bayesian network graphs using a mouse or a magic trackpad
  • From Descriptive Analysis module, ability to transform numeric attributes (variables) into nominal attributes using binning, Kononenko's MDL criterion, Fayyad's MDL method, numeric to nominal, etc. In the earlier version, the option was only available in Bayesian Models module.
  • Optimization of Bayesian Network estimators and search algorithms.
  • Ability to automatically import datasets in "CSV" format into "Aroni" format.

AroniSmartIntelligence™ and BigData

Big Data has been here and exploding. Businesses, groups, individuals,  and the society in general  have been slowly adjusting to the new trend in technology, data mining and analytics adapted to the needs of Big Data. AroniSoft LLC, with its AroniSmart™  line of technology and analytical tools and methodologies, has been working to make sure our customers will be able to harness the benefits offered by Big Data. In our previous blog, we covered what BigData is  and its benefits and how our tools have been readied (see our article here)

AroniSmartIntelligence™ and Bayesian Network Models and Unstructured and Text Mining

The new version of AroniSmartIntelligence™ has a module dedicated to BigData: Bayesian Network Models and Unstructured Data and Text mining. The module is  dedicated to analyzing text data and discovering network relationships among different variables and attributes. The module  includes several Bayesian Network models, estimators, and algorithms to deal with unstructured data. AroniSmartIntelligence™ models have been optimized for the needs of BigData analytics. 

To support text and unstructured data mining, a Text processing capability  has been added in the Descriptive Analysis module. The new AroniSmartIntelligence™ allows the analyst to load plain text from various sources, organized in folders and sub-folders and create a dataset  in “Aroni” format, to be processed in the Bayesian Models, Regression Analytics, or Segmentation modules 

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