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» Structured Sparsity in Structured Prediction
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CONTEXT
2007
Springer
16 years 10 days ago
User Profiling with Hierarchical Context: An e-Retailer Case Study
In e-commerce applications, no systematic research has been provided to evaluate if the use of a detailed and rich contextual representation improves the user modeling predictive p...
Cosimo Palmisano, Alexander Tuzhilin, Michele Gorg...
ICRA
2006
IEEE
99views Robotics» more  ICRA 2006»
16 years 6 days ago
Characterization of Protein based Spring-like Elastic Joints for Biorobotic Applications
—This paper presents a molecular mechanics study using a molecular dynamics software (NAMD) for characterization of molecular elastic joints for bio nanorobotic prototyping. Simp...
Mustapha Hamdi, Gaurav Sharma, Antoine Ferreira, C...
ISCAS
2005
IEEE
142views Hardware» more  ISCAS 2005»
15 years 11 months ago
A class of novel blind source extraction algorithms based on a linear predictor
A rigorous analysis of the performance of a blind source extraction structure based on a linear predictor is provided. It is shown that by minimising the mean square prediction er...
Wei Liu, Danilo P. Mandic, Andrzej Cichocki
ISMIR
2005
Springer
175views Music» more  ISMIR 2005»
15 years 11 months ago
A Classification Approach to Melody Transcription
Melodies provide an important conceptual summarization of polyphonic audio. The extraction of melodic content has practical applications ranging from content-based audio retrieval...
Graham E. Poliner, Daniel P. W. Ellis
GCB
2003
Springer
164views Biometrics» more  GCB 2003»
15 years 11 months ago
Integrative machine learning approach for multi-class SCOP protein fold classification
: Classification and prediction of protein structure has been a central research theme in structural bioinformatics. Due to the imbalanced distribution of proteins over multi SCOP ...
Aik Choon Tan, David Gilbert, Yves Deville