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UMUAI
1998
128views more  UMUAI 1998»
13 years 7 months ago
Using Decision Trees for Agent Modeling: Improving Prediction Performance
A modeling system may be required to predict an agent’s future actions under constraints of inadequate or contradictory relevant historical evidence. This can result in low predi...
Bark Cheung Chiu, Geoffrey I. Webb
ICIP
2007
IEEE
14 years 1 months ago
A Fast Inter Frame Prediction Algorithm for Multi-View Video Coding
The multi-view video coding improves the coding efficiency by utilizing motion-compensated prediction (MCP) and disparity-compensated prediction (DCP). However, the complexity of ...
Xiaoming Li, Debin Zhao, Xiangyang Ji, Qiang Wang,...
NIPS
2008
13 years 9 months ago
Beyond Novelty Detection: Incongruent Events, when General and Specific Classifiers Disagree
Unexpected stimuli are a challenge to any machine learning algorithm. Here we identify distinct types of unexpected events, focusing on 'incongruent events' when 'g...
Daphna Weinshall, Hynek Hermansky, Alon Zweig, Jie...
CORR
2006
Springer
107views Education» more  CORR 2006»
13 years 7 months ago
On Sequence Prediction for Arbitrary Measures
Suppose we are given two probability measures on the set of one-way infinite finite-alphabet sequences and consider the question when one of the measures predicts the other, that ...
Daniil Ryabko, Marcus Hutter
ICPR
2002
IEEE
14 years 8 months ago
Classifying Textures when Seen from Different Distances
The purpose of this work is to analyse what happens to the surface information when the image resolution is modified. We deduce how the same surface appears if seen from different...
Maria Petrou, Xavier Lladó