4181 search results - page 1 / 837 » Evaluating Usefulness for Dynamic Classification |
KDD
1998
ACM
13 years 9 months ago
1998
ACM
This paper develops the concept of usefulness in the context of supervised learning. We argue that usefulness can be used to improve the performance of classification rules (as me...
SIGIR
2010
ACM
13 years 8 months ago
2010
ACM
The context of the user queries, preceding a given query, is utilized to improve the effectiveness of query classification. Earlier efforts utilize fixed number of preceding queri...
AROBOTS
2010
13 years 5 months ago
2010
Abstract This work introduces a self-supervised architecture for robust classification of moving obstacles in urban environments. Our approach presents a hierarchical scheme that r...
CIARP
2006
Springer
13 years 8 months ago
2006
Springer
In this work it is described a framework for classifying face images using Adaboost and domain-partitioning based classifiers. The most interesting aspect of this framework is the ...
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
We investigate classification of non-linguistic vocalisations with a novel audiovisual approach and Long Short-Term Memory (LSTM) Recurrent Neural Networks as highly successful d...