2719 search results - page 259 / 544 » Exposing Application Alternatives |
159
click to vote
COLT
2007
Springer
16 years 25 days ago
2007
Springer
Abstract. We establish a generic theoretical tool to construct probabilistic bounds for algorithms where the output is a subset of objects from an initial pool of candidates (or mo...
188
click to vote
ECML
2007
Springer
16 years 25 days ago
2007
Springer
Conventional classification learning allows a classifier to make a one shot decision in order to identify the correct label. However, in many practical applications, the problem ...
177
click to vote
ECSQARU
2007
Springer
16 years 25 days ago
2007
Springer
This paper presents a new approach to inference in Bayesian networks. The principal idea is to encode the network by logical sentences and to compile the resulting encoding into an...
217
click to vote
ICA
2007
Springer
16 years 24 days ago
2007
Springer
In the paper we present new Alternating Least Squares (ALS) algorithms for Nonnegative Matrix Factorization (NMF) and their extensions to 3D Nonnegative Tensor Factorization (NTF) ...
168
click to vote
ICIAR
2007
Springer
16 years 24 days ago
2007
Springer
Ultrasound imaging of thyroid gland provides the ability to acquire valuable information for medical diagnosis. This study presents a novel scheme for the analysis of longitudinal ...