Analytic solutions

Analytic solutions is a wide group of applications that process data and come up with aggregated or inferred results. The idea is to turn lots of data into an information that can be used in decision making. It can be employed in following areas:

forecasting (bankruptcy prediction, rates prognosis)
scoring alternative (credit rating)
segmentation (market analysis, customer segmentation)
optimization (cost-effectiveness of advertising campaigns)
estimation (life-time value estimation, subscriber survival)
selection (churn analysis, advertising campaign analysis).

We are capable of using technologies and algorithms from following groups:

neural networks
decision trees
statistical analysis
probability analysis
genetic algorithms, simulated annealing
fuzzy logic

In those fields, we are familiar with following technologies, although we are eager to learn new ones:

Neural Networks: SOM (Self Organizing Maps), [Magnetic] Neural Gas, Kohonen Networks, Back-propagation, Quick-propagation, recursive networks, BAM, fuzzy-neural networks, RBF
Decision Trees: ID3, C4.5
Statistical analysis: discriminant analysis, variance analysis, regression analysis, survival analysis
Probability analysis: Bayesian networks

Our goal is to combine those technologies in applications that are customized to suit the exact needs of business environment they are operating in. We also design our applications to be able to respond quickly to requirements changes. If you are interested in our offer, please contact us at services@nglogic.com.