32545 search results - page 80 / 6509 » Data Structures and Algorithms |
160
Voted
VLDB
2002
ACM
15 years 2 months ago
2002
ACM
In spite of the many decades of progress in database research, surprisingly scientists in the life sciences community still struggle with inefficient and awkward tools for queryin...
120
Voted
ICDM
2010
IEEE
15 years 15 days ago
2010
IEEE
Traditional Markov network structure learning algorithms perform a search for globally useful features. However, these algorithms are often slow and prone to finding local optima d...
163
Voted
JMLR
2012
13 years 5 months ago
2012
Reducing the number of labeled examples required to learn accurate prediction models is an important problem in structured output prediction. In this paper we propose a new transd...
124
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
This paper addresses exact learning of Bayesian network structure from data and expert's knowledge based on score functions that are decomposable. First, it describes useful ...
ALT
2008
Springer
15 years 11 months ago
2008
Springer
Abstract. The nearest neighbor and the perceptron algorithms are intuitively motivated by the aims to exploit the “cluster” and “linear separation” structure of the data to...