Adaptive Analytics

Learning and Intelligent OptimizatioN: modeling and optimization with "on the job learning" for business and engineering

Use Cases

We are presenting some usage cases in different application areas, let's know if you have other interesting use cases which you would like to present in this page, we will be happy to add it with proper credits.

Logistic regression for predicting heart diseases (AMLbook).

Handwritten digit recognition (AMLbook).

Evaluating bank customers asking for credit (AMLbook).

The danger of overfitting (AMLbook).

Optimization of electronic circuits.

The French invasion of Russia.

Collaborative recommendation: movies and viewers.

Web mining and the network of USA politicians.

Learning and optimizing your business: the LION way.

Asset portfolio selection in finance.

Network analytics: viral infections

Predictive analytics: neural networks

Reactive Search Optimization: identifying optimal configurations.

Mechanical engineering: designing roof trusses and improving vehicle safety.

Welded beam design (structural steel engineering): how to tradeoff multiple objectives.

Fluid dynamics and parallel computing

Network analytics: "focus and context" visualization,social networks

Wireless access point placement

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