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» On the Identification of a Class of Linear Models
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COLING
2008
14 years 11 months ago
An Improved Hierarchical Bayesian Model of Language for Document Classification
This paper addresses the fundamental problem of document classification, and we focus attention on classification problems where the classes are mutually exclusive. In the course ...
Ben Allison
ICDM
2005
IEEE
134views Data Mining» more  ICDM 2005»
15 years 3 months ago
A Preference Model for Structured Supervised Learning Tasks
The preference model introduced in this paper gives a natural framework and a principled solution for a broad class of supervised learning problems with structured predictions, su...
Fabio Aiolli
COLING
2000
14 years 11 months ago
An Empirical Investigation of the Relation Between Discourse Structure and Co-Reference
We compare the potential of two classes of linear and hierarchical models of discourse to determine co-reference links and resolve anaphors. The comparison uses a corpus of thirty...
Dan Cristea, Nancy Ide, Daniel Marcu, Valentin Tab...
EUROGP
2009
Springer
149views Optimization» more  EUROGP 2009»
15 years 4 months ago
Adaptation, Performance and Vapnik-Chervonenkis Dimension of Straight Line Programs
Abstract. We discuss here empirical comparation between model selection methods based on Linear Genetic Programming. Two statistical methods are compared: model selection based on ...
José Luis Montaña, César Luis...
ICIP
2005
IEEE
15 years 11 months ago
A classification approach for anatomical regions segmentation
In this paper, a supervised pixel-based classifier approach for segmenting different anatomical regions in abdominal Computed Tomography (CT) studies is presented. The approach co...
Mikhail Kalinin, Daniela Stan Raicu, Jacob D. Furs...