Mobile DATAIn today's mobile broadband market, a superior customer experience can be the difference between long-term success and being relegated to commodity status. With a customer experience management, mobile operators can differentiate from the competition, avoid churn and increase customer lifetime value plus add new revenue streams with business intelligence (BI).
Consumer benefits as follows:
With a customer experience management, mobile operators can:
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Misone employs following machine learning algorithms for analytics;
•Hidden Markov Model •Activity Recognition •Expectation-Maximization •Gibbs Sampling •Regression and Logistic Regression •Lasso and Related Methods •Support Vector and Kernel Methodology •Principal Components (SVD) and Variations •Boosting, Random Forests and Ensemble Methods •Rule based methods (PRIM) •Graphical Models •Cross-Validation •Bootstrap •Feature Selection, False Discovery Rates and Permutation Tests |
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