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144
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GEOINFO
2007
15 years 2 months ago
Approximate String Matching for Geographic Names and Personal Names
The problem of matching strings allowing errors has recently gained importance, considering the increasing volume of online textual data. In geotechnologies, approximate string mat...
Clodoveu A. Davis, Emerson de Salles
107
Voted
ICMLA
2008
15 years 2 months ago
Inferring Sparse Kernel Combinations and Relevance Vectors: An Application to Subcellular Localization of Proteins
In this paper, we introduce two new formulations for multi-class multi-kernel relevance vector machines (mRVMs) that explicitly lead to sparse solutions, both in samples and in nu...
Theodoros Damoulas, Yiming Ying, Mark A. Girolami,...
68
Voted
LREC
2008
91views Education» more  LREC 2008»
15 years 2 months ago
Diacritic Annotation in the Arabic Treebank and its Impact on Parser Evaluation
The Arabic Treebank (ATB), released by the Linguistic Data Consortium, contains multiple annotation files for each source file, due in part to the role of diacritic inclusion in t...
Mohamed Maamouri, Seth Kulick, Ann Bies
91
Voted
NIPS
2008
15 years 2 months ago
Online Prediction on Large Diameter Graphs
We continue our study of online prediction of the labelling of a graph. We show a fundamental limitation of Laplacian-based algorithms: if the graph has a large diameter then the ...
Mark Herbster, Guy Lever, Massimiliano Pontil
102
Voted
AAAI
2006
15 years 2 months ago
Targeting Specific Distributions of Trajectories in MDPs
We define TTD-MDPs, a novel class of Markov decision processes where the traditional goal of an agent is changed from finding an optimal trajectory through a state space to realiz...
David L. Roberts, Mark J. Nelson, Charles Lee Isbe...