Université de Neuchâtel

Text clustering with styles

Kocher, MIrco ; Savoy, Jacques (Dir.)

Thèse de doctorat : Université de Neuchâtel, 2017.

This thesis mainly describes the author clustering problem where, based on a set of n texts, the goal is to determine the number k of distinct authors and regroup the texts into k classes according to their author. We iteratively build a stable and simple model for text clustering with styles. We start by designing a measure reflecting the (un)certainty of the proposed...