2111 search results - page 332 / 423 » An Approach to Software Testing of Machine Learning Applicat... |
133
click to vote
PR
2007
15 years 2 months ago
2007
In this paper, a novel automatic image annotation system is proposed, which integrates two sets of support vector machines (SVMs), namely the multiple instance learning (MIL)-base...
145
click to vote
PPSN
2010
Springer
15 years 1 months ago
2010
Springer
The target of machine learning is a predictive model that performs well on unseen data. Often, such a model has multiple intended uses, related to different points in the tradeoff ...
161
click to vote
ADMA
2010
Springer
14 years 10 months ago
2010
Springer
We introduce a novel approach to incremental e-mail categorization based on identifying and exploiting "clumps" of messages that are classified similarly. Clumping reflec...
151
click to vote
UMUAI
1998
15 years 2 months ago
1998
We present an approach to keyhole plan recognition which uses a dynamic belief (Bayesian) network to represent features of the domain that are needed to identify users’ plans and...
123
click to vote
CIKM
2009
Springer
15 years 7 months ago
2009
Springer
We describe an efficient technique to weigh word-based features in binary classification tasks and show that it significantly improves classification accuracy on a range of proble...