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NIPS
2004
15 years 9 months ago
The Entire Regularization Path for the Support Vector Machine
The support vector machine (SVM) is a widely used tool for classification. Many efficient implementations exist for fitting a two-class SVM model. The user has to supply values fo...
Trevor Hastie, Saharon Rosset, Robert Tibshirani, ...
ICASSP
2010
IEEE
15 years 7 months ago
Learning with synthesized speech for automatic emotion recognition
Data sparseness is an ever dominating problem in automatic emotion recognition. Using artificially generated speech for training or adapting models could potentially ease this: t...
Bjoern Schuller, Felix Burkhardt
CORR
2010
Springer
72views Education» more  CORR 2010»
15 years 7 months ago
Rebuilding for Array Codes in Distributed Storage Systems
In distributed storage systems that use coding, the issue of minimizing the communication required to rebuild a storage node after a failure arises. We consider the problem of repa...
Zhiying Wang, Alexandros G. Dimakis, Jehoshua Bruc...
JCIT
2008
74views more  JCIT 2008»
15 years 7 months ago
SHAMAN Research and Implementation of an Electronic Medical Records System
In the recent decades the importance of the information systems (IS) has been steadily growing. Nowadays most of the operations that imply complex manipulations with data and stor...
Yerbol Nisanbayev, Il Seok Ko, Olga Yugay
IJON
2002
72views more  IJON 2002»
15 years 7 months ago
Modeling large cortical networks with growing self-organizing maps
Self-organizing computational models with specific intracortical connections can explain many features of visual cortex. However, due to their computation and memory requirements,...
James A. Bednar, Amol Kelkar, Risto Miikkulainen