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» Experiments in Predicting Biodegradability
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JMLR
2006
125views more  JMLR 2006»
13 years 8 months ago
Efficient Learning of Label Ranking by Soft Projections onto Polyhedra
We discuss the problem of learning to rank labels from a real valued feedback associated with each label. We cast the feedback as a preferences graph where the nodes of the graph ...
Shai Shalev-Shwartz, Yoram Singer
JMLR
2006
120views more  JMLR 2006»
13 years 8 months ago
Kernel-Based Learning of Hierarchical Multilabel Classification Models
We present a kernel-based algorithm for hierarchical text classification where the documents are allowed to belong to more than one category at a time. The classification model is...
Juho Rousu, Craig Saunders, Sándor Szedm&aa...
JMM2
2006
133views more  JMM2 2006»
13 years 8 months ago
An Adaptive Method for Image Recovery in the DFT Domain
In image authentication research, a common approach is to divide a given image into a number of smaller blocks, and embed a fragile watermark into each block. The modifications can...
Peining Tao, Ahmet M. Eskicioglu
NN
2008
Springer
107views Neural Networks» more  NN 2008»
13 years 8 months ago
Impact of temporal coding of presynaptic entorhinal cortex grid cells on the formation of hippocampal place fields
Many behavioural experiments have pointed out the important role played by the hippocampus in spatial navigation. This role was enlightened by the discovery of hippocampal cells i...
Colin Molter, Yoko Yamaguchi
NPL
2008
100views more  NPL 2008»
13 years 8 months ago
Comparing Combination Rules of Pairwise Neural Networks Classifiers
A decomposition approach to multiclass classification problems consists in decomposing a multiclass problem into a set of binary ones. Decomposition splits the complete multiclass ...
Olivier Lezoray, Hubert Cardot