1025 search results - page 57 / 205 » Constraint Programming for Data Mining and Machine Learning |
119
click to vote
ACL
2009
14 years 11 months ago
2009
We formulate the problem of nonprojective dependency parsing as a polynomial-sized integer linear program. Our formulation is able to handle non-local output features in an effici...
114
click to vote
KDD
2005
ACM
16 years 2 months ago
2005
ACM
Learning ranking (or preference) functions has been a major issue in the machine learning community and has produced many applications in information retrieval. SVMs (Support Vect...
ICDM
2005
IEEE
15 years 7 months ago
2005
IEEE
Bayesian Network (BN) is a powerful network model, which represents a set of variables in the domain and provides the probabilistic relationships among them. But BN can handle dis...
132
click to vote
AUSAI
2005
Springer
15 years 7 months ago
2005
Springer
Most data-mining techniques seek a single model that optimizes an objective function with respect to the data. In many real-world applications several models will equally optimize...
102
click to vote
MLG
2007
Springer
15 years 8 months ago
2007
Springer
While recent algorithms for mining the frequent subgraphs of a database are efficient in the general case, these algorithms tend to do poorly on databases that have a few or no la...