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103
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JMLR
2008
110views more  JMLR 2008»
15 years 24 days ago
Cross-Validation Optimization for Large Scale Structured Classification Kernel Methods
We propose a highly efficient framework for penalized likelihood kernel methods applied to multiclass models with a large, structured set of classes. As opposed to many previous a...
Matthias W. Seeger
118
Voted
JMLR
2008
209views more  JMLR 2008»
15 years 24 days ago
Bayesian Inference and Optimal Design for the Sparse Linear Model
The linear model with sparsity-favouring prior on the coefficients has important applications in many different domains. In machine learning, most methods to date search for maxim...
Matthias W. Seeger
96
Voted
JAIR
2006
141views more  JAIR 2006»
15 years 24 days ago
An Approach to Temporal Planning and Scheduling in Domains with Predictable Exogenous Events
The treatment of exogenous events in planning is practically important in many realworld domains where the preconditions of certain plan actions are affected by such events. In th...
Alfonso Gerevini, Alessandro Saetti, Ivan Serina
100
Voted
JNW
2008
171views more  JNW 2008»
15 years 24 days ago
The Necessity of Semantic Technologies in Grid Discovery
Service discovery and its automation are some of the key features that a large scale, open distributed system must provide so that clients and users may take advantage of shared re...
Serena Pastore
155
Voted
JODS
2008
424views Data Mining» more  JODS 2008»
15 years 24 days ago
Semantically Processing Parallel Colour Descriptions
Information integration and retrieval are useful tasks in many information systems. In these systems, it is far from an easy task to directly integrate information from natural lan...
Shenghui Wang, Jeff Z. Pan
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