Michael J. Pazzani

User Modeling for Adaptive News Access

Adaptive interfaces for ubiquitous web access

Allowing mobile users to access any information at any time from any location.

A personal news agent that talks, learns and explains

Article Free Access Share on A personal news agent that talks, learns and explains Authors: Daniel Billsus Univ. of California, Irvine Univ. of California, IrvineView Profile , ...

Learning Collaborative Information Filters

Predicting items a user would like on the basis of other users’ ratings for these items has become a well-established strategy adopted by many recommendation services on the Int...

Error reduction through learning multiple descriptions

On the link between error correlation and error reduction in decision tree ensembles

Recent work has shown that learning an ensemble consisting of multiple models and then making classifications by combining the classifications of the models often leads to more ...

On the Optimality of the Simple Bayesian Classifier under Zero-One Loss