MEET OUR EXPERTS

The experts of ApSTAT Technologies can address data mining and statistical machine learning problems, covering insurance risk estimation, time-series forecasting (finance, sales, store traffic, call centers), pattern recognition (e.g. handwriting analysis), signal processing (classification of music, speech and detonation signals), and customer modeling (banking).

Yoshua Bengio, Ph.D.

Presentations:

• Banking Applications of Data Mining

Charles Dugas, Ph.D.

Presentations:

• Application of Data Mining to Reinsurance

White Paper:

• Data Mining Techniques for Optimizing Québec's Automobile Risk-Sharing Pool

Scientific Paper:

• Scoring Models for Insurance Risk Sharing Pool Optimization

Nicolas Chapados, Ph.D.

White Paper:

• Data Mining Algorithms for Actuarial Ratemaking

Scientific Paper:

• Augmented Functional Time Series Representation and Forecasting with Gaussian Processes