613 search results - page 1 / 123 » Classification of Individuals with Complex Structure |
ICML
2000
IEEE
14 years 5 months ago
2000
IEEE
This paper introduces a foundation for inductive learning based on the use of higher-order logic for knowledge representation. In particular, the paper (i) provides a systematic i...
JMLR
2010
12 years 11 months ago
2010
We present a general method for explaining individual predictions of classification models. The method is based on fundamental concepts from coalitional game theory and prediction...
HICSS
2007
IEEE
13 years 11 months ago
2007
IEEE
When dealing with genres of web pages, there are two important aspects to be taken into account. On the one hand, the web is fluid, unstable and fast-paced. On the other hand, gen...
TIT
2010
12 years 11 months ago
2010
We examine the structure of families of distortion balls from the perspective of Kolmogorov complexity. Special attention is paid to the canonical rate-distortion function of a so...