DATA MINING
EXTRACT MORE VALUABLE INFORMATION FROM YOUR DATA
An organization using business analytics tools and solutions can answer questions about past and current events and make better decisions for its future. Its capabilities and insights may still be limited, however, and it may be missing critical insights into its data. Advanced analytical tools and data mining techniques can help dive deeper into an organization’s data.
Business analytics implementations within an organization can greatly increase value as the solutions mature and more sophisticated tools are applied. A recent study by Nucleus Research found that the average return on investment (ROI) ranged from 188% for improvements in the traditional business analytics capabilities to 1,209% for more advanced use of predictive analytics and data mining technologies
NEUBRAIN DATA MINING SOLUTION
Neubrain’s solution provides high value advanced analytics capabilities for your specific needs and challenges. Our solution drives productivity through flexible, efficient, and scalable algorithms. It is designed to integrate with heterogeneous data sources and handle various data types to support many data mining methods and tasks:


Description
Description – showing patterns or trends in data and offering possible explanations

Classification
finding a model or function that describes and distinguishes data classes or concepts to predict group membership for data instances; popular classification techniques include decision trees and neural network

Estimation
building models from complex and accurate data sets; similar to classification, except target variables are numeric (See also: Driver Based Planning and Cost Modeling)

Prediction
devising models or functions to classify and estimate future results

Clustering
grouping data into similar segments or objects based on locality and multi-variant relationships; most commonly used for segmentation, where similarity of records in clusters is maximized, and similarity to records outside clusters is minimized

Association Rules
determining which attributes “go together” and setting rules based on relationships between characteristics; a common use is the market basket analysis to determine which items in a store are likely to be purchased together
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U.S. Navy Budgeting Business Analytics

Housing Authority of Baltimore City

U.S. Air Force Business Analytics and Budgeting

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TOP 10 MUST-HAVE FEATURES OF BEST-IN-CLASS BUDGETING SOFTWARE
BUSINESS ANALYTICS FOR BUDGET AND FINANCE PROFESSIONALS
"We selected Neubrain to help us automate the City’s outcome budgeting, forecasting, and performance management processes. Neubrain’s innovative solution helps our city management, departments, and the City Council manage business better, allowing us to create a stronger link between budget decisions and strategic outcomes."
Jed Briggs, Budget Operations Manager, Park City Municipal Corporation
"We have been more than pleased by the product that Neubrain has produced. Throughout the entire implementation, as well as post implementation, Neubrain has provided the necessary support and guidance to successfully implement our project."
Greg Christman, Senior Financial Analyst, C.F. Martin & Co., Inc.
''The Neubrain Project Teams Talent And Knowledge Ensured The Success Of Our Project. Their Enthusiasm And Passion Was Exemplary, And It Was A Pleasure Working With Them.''
Paula Davis, Budget Officer, City of Springfield, Oregon
"Smarter and faster - thanks to Neubrain! Today our budget personnel prepare complex Congressional Budget submissions and analysis with ease and confidence."
Military Personnel Appropriation Manager, Air National Guard
"Thanks again to all of you at Neubrain for improving our lives and, therefore, those we serve in Placer County."
Manager of Revenue, Budgets and Financial Reporting, Placer County, California

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