Historical data clearly indicate that if a credit card turns up in two cities on two continents on the same day, that's a useful pattern.
The challenge of predicting terrorism is that unlike fraud, we don't have the same volume of historical data to learn from. Compounding this is the fact that terrorists are constantly changing their methods and do their best to avoid leaving any digital footprints in the first place.