Xerox Corporation

Agnès Guerraz

Caroline Privault

Jean-Michel Renders

Eric Gaussier

Cyril Goutte

Francois Pacull

A probabilistic clustering system is defined at least in part by probabilistic model parameters indicative of word counts, ratios, or frequencies characterizing classes of the clustering system. An association of one or more documents in the probabilistic clustering system is changed from one or more source classes to one or more destination classes. Probabilistic model parameters characterizing classes affected by the changed association are locally updated without updating probabilistic model parameters characterizing classes not affected by the changed association.

Hierarchical clustering with real-time updating

An imaging system includes a processing component which receives images to be rendered and a rendering device, such as a marking engine, fax machine or email system, in communication with the processing component for rendering an image supplied by the processing component. A haptic interface is in communication with the processing component for inputting commands from the user to the processing component for rendering the image, and outputting feedback from the processing component to the user as a force feedback.

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Le Gua, France

Agnès Guerraz