862 search results - page 14 / 173 » Regularized Learning with Networks of Features |
105
Voted
ICML
2007
IEEE
16 years 14 days ago
2007
IEEE
We propose a method for the classification of matrices. We use a linear classifier with a novel regularization scheme based on the spectral 1-norm of its coefficient matrix. The s...
130
click to vote
ICML
2007
IEEE
16 years 14 days ago
2007
IEEE
Graph data such as chemical compounds and XML documents are getting more common in many application domains. A main difficulty of graph data processing lies in the intrinsic high ...
123
click to vote
ICASSP
2011
IEEE
14 years 3 months ago
2011
IEEE
Mobile phone data provides rich dynamic information on human activities in social network analysis. In this paper, we represent data from two different modalities as a graph and f...
104
Voted
GECCO
2007
Springer
15 years 5 months ago
2007
Springer
Connectivity patterns in biological brains exhibit many repeating motifs. This repetition mirrors inherent geometric regularities in the physical world. For example, stimuli that ...
167
click to vote
PRL
2011
14 years 2 months ago
2011
Benchmarking pattern recognition, machine learning and data mining methods commonly relies on real-world data sets. However, there are some disadvantages in using real-world data....