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Data Mining

 

 Tools that go beyond simply "writing lots of queries" and rather focuses on using summarizations, data cubes, and statistical analysis to help find new trends in data files.

 

 

Software

@Risk - Monte Carlo simulation tool add in for Microsoft Excel.

  

Audit Intelligence - provides an automated solution to transform Financial Statements from static reports into interactive tools that allow the professional to investigate beyond the numbers.  Presented in easy to understand, graphical views, Audit Intelligence can help quickly pinpoint areas of concern or unusual events in a business by identifying changes in patterns, trends or ratios.  

   

BI3.Net - BI3.net offers Business Intelligence solutions to Value Added Resellers (VARS) and their customers via affordable ASP Internet subscription services. BI3.net is the leader in offering affordable On Line Analytical Processing (OLAP) Services over the Internet.

   

DataDesk - Statistical graphing tool for people with limited statistical knowledge.

  

DATAS for ACL - Benford Law and digital analysis software for various platforms.

DATAS for Excel  

DATAS for IDEA 

DATAS for SAS  

      

NetMap - Data mining technology that automates the link analysis process between different sets of data.

  

NeuralShell Predictor - Uses a simple step by step process for forecasting and estimating numeric amounts such as sales, prices, workload, level, cost, scores, speed, capacity, etc.

    

WizRule / WizWhy / Wiz Same - data auditing and cleansing application that automatically reveals all the rules in a given data, and points at the deviations from the set of the discovered rules as suspected errors.  WizSoft markets the following audit software products: (1) WizRule is a data-auditing tool based on data-mining technology. WizRule automatically reveals the rules that hold in the data-set under auditing and points at the cases deviating from these rules. (2)
WizWhy is another data-mining tool that is used for fraud detection: It learns the patterns of previous cases of fraud and issues alerts for new cases. (3) WizSame is a tool for revealing duplicate records: It reveals cases where two or more records are similar.

 

Publications

Frequencies - by Ekaros Analytical.  Statistical publication on how to apply mathematical rules to audit situations.

 

Articles

Find Out Why A Data Field Acts a Certain Way WizWhy is a powerful data mining product that is simple to use.  It helps you to understand why a particular data field acts a certain way such as "Why does an invoice amount exceed $200,000?" by providing otherfactors in the data file to help explain the variance.  They offer a free demo copy of the software to AuditSoftware.Net visitors.  See the short video benefits of WizWhy (uses Macromedia Flash) to see this p powerful product in action.  

     

Identify Duplicate Items....FAST!!! - A new product can identify duplicate transactions with NO training.  Watch the video (requires Macromedia Flash) to see how easy it is and request a demo copy of the product to try it yourself.

  

Learn What You Don't Know About Your Data WizRule offers a free demo copy of the software offered to AuditSoftware.Net visitors.  See the video on the benefits of WizRule (uses Macromedia Flash) or read a recent article on AuditNet for practical applications of WizRule in an audit setting.  

      

The Power of Data Cube Video - by Rich Lanza.  Video on the benefits of data cube technology with practical applications in an audit setting  (uses Macromedia Flash).

 

The new era of professional judgment....and realizing that fraud is a five (not four) letter word (BI3.Net) - Explains how audit standards are moving more towards the use of auditor judgment versus a checklist driven approach, while also providing solftware tools to assist in this transition.

 

Defining Data Mining (BusinessIntelligence.com) – Article explores the differences between query reporting and data mining with practical examples.  Also see the new Data Mining section for more articles on AuditSoftware.Net.

     

OLAP, an alternative technology over spreadsheets (BusinessIntelligence.com) – Presents a study that 90% of companies are not confident in their financial forecasts and reports due in part to spreadsheets.  Article then explains very well OLAP tool functionality and how it can be used to gain improved data understanding.  Also see the Excel Pro and Con section for more articles on AuditSoftware.Net.

 

The Silver Lining in SOX (IntelligentEnterprise) – Study of over 100 financial professionals noted that over 80% rated as important or very important the automation of manual process controls.  The study also called for improved data warehouses to replace spreadsheets in order to save organizational time and labor.

  

Data Mining: An Introduction (About.com) – Provides a great summary with numerous links on the topic of Data Mining.

  

Organizational Barriers to Business Intelligence (BusinessIntelligence.com) – Perceptive article that identifies the change in control over applications as the main barrier to improving data analysis at companies.  Bottom line, it is a people thing….not technology that prevents solid implementations.

 

 

 

 

 

 

 

 

 

 

 

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