1864 search results - page 168 / 373 » Modeling Classification and Inference Learning |
168
Voted
AII
1992
15 years 5 months ago
1992
Most theoretical models of inductive inference make the idealized assumption that the data available to a learner is from a single and accurate source. The subject of inaccuracies ...
117
Voted
KDD
2009
ACM
16 years 1 months ago
2009
ACM
Classification is a core task in knowledge discovery and data mining, and there has been substantial research effort in developing sophisticated classification models. In a parall...
123
Voted
APN
2010
Springer
14 years 11 months ago
2010
Springer
Workflow mining is the task of automatically producing a workflow model from a set of event logs recording sequences of workflow events; each sequence corresponds to a use case or ...
101
Voted
COLT
2004
Springer
15 years 6 months ago
2004
Springer
Abstract. Probabilistic finite automata (PFA) model stochastic languages, i.e. probability distributions over strings. Inferring PFA from stochastic data is an open field of rese...
136
Voted
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
We consider Gaussian multiresolution (MR) models in which coarser, hidden variables serve to capture statistical dependencies among the finest scale variables. Tree-structured MR ...