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PAMI
2010
122views more  PAMI 2010»
13 years 7 months ago
Domain Adaptation Problems: A DASVM Classification Technique and a Circular Validation Strategy
—This paper addresses pattern classification in the framework of domain adaptation by considering methods that solve problems in which training data are assumed to be available o...
Lorenzo Bruzzone, Mattia Marconcini
ICCPOL
2009
Springer
13 years 7 months ago
A Simple and Efficient Model Pruning Method for Conditional Random Fields
Conditional random fields (CRFs) have been quite successful in various machine learning tasks. However, as larger and larger data become acceptable for the current computational ma...
Hai Zhao, Chunyu Kit
EUROCON
2011
281views Hardware» more  EUROCON 2011»
13 years 20 days ago
Browsing videos by automatically detected audio events
—This paper focuses on Audio Event Detection (AED), a research area which aims to substantially enhance the access to audio in multimedia content. With the ever-growing quantity ...
Virginia Barbosa, Thomas Pellegrini, Miguel Bugalh...
DSD
2005
IEEE
75views Hardware» more  DSD 2005»
14 years 2 months ago
An Educational Environment for Digital Testing: Hardware, Tools, and Web-Based Runtime Platform
We describe a new e-learning environment and a runtime platform for educational tools on digital system testing and design for testability. This environment is being developed in ...
Artur Jutman, Jaan Raik, Raimund Ubar, V. Vislogub...
AWIC
2003
Springer
14 years 2 months ago
Web Page Classification: A Soft Computing Approach
The Internet makes it possible to share and manipulate a vast quantity of information efficiently and effectively, but the rapid and chaotic growth experienced by the Net has gener...
Angela Ribeiro, Víctor Fresno, Maria C. Gar...