Patent Document ID: 9390377
Application ID: 13785132

Base Claim:
1. An apparatus for feature extraction, the apparatus comprising: a memory; and at least one processor device, coupled to the memory, operative to: a) receive at least one query to predict at least one future value of a given value series; b) generate a statistical model built on covariates to produce at least two predictions of the future value fulfilling at least the properties of 1) each being as statistically probable as possible given the statistical model wherein to be as statistically probable as possible an absolute distance of each of the predictions to a true value is less than a predetermined distance parameter with greater than a predetermined probability and 2) being mutually divert in terms of a numerical distance measure; and c) query a user to select one of the predictions.

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Claim 9:
9. The apparatus of claim 1 , wherein the at least one processor device is further operative to: recommend textual annotations from past interactions.