Predictive Analytics
Experimental Designs
Forecasting and Optimization
Fraud Detection
Text Mining
Business Intelligence
- Linear & non-linear modeling using advanced transformations
- Model selection & grouping using Information Complexity
- High dimensional data mining using Genetic Algorithms
- Non-linear modeling and feature selection using Kernels
- Artificial Neural Networks
- Bayesian models
Experimental Designs
- Pilot design
- Power and sample size analysis
- Pilot data analysis & reporting
- Pilot evaluation
Forecasting and Optimization
- Determination Trend, Seasonal & Cyclical patterns
- Queuing theory
- Linear programming
- Non-linear programming
Fraud Detection
- Supervised methods to determine factors associated with rare events
- Unsupervised methods to determine rare groups and their characteristics
- Multi-factor anomaly detection
- Rule based determination of rare events
- High dimensional dataTwo & three dimensional visual analysis of rare events
Text Mining
- Text parsing & categorization
- Text grouping & classification
- Increased predictive accuracy & power of existing predictive models using text features
- Sentiment analysis
- Opinion mining
Business Intelligence
- Reporting
- Trend analysis
- Results driven performance models
- Planning