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ECML
2007
Springer
16 years 1 months ago
Decision Tree Instability and Active Learning
Decision tree learning algorithms produce accurate models that can be interpreted by domain experts. However, these algorithms are known to be unstable – they can produce drastic...
Kenneth Dwyer, Robert Holte
ICMCS
2006
IEEE
121views Multimedia» more  ICMCS 2006»
16 years 26 days ago
Sampling Strategies for Active Learning in Personal Photo Retrieval
With the advent and proliferation of digital cameras and computers, the number of digital photos created and stored by consumers has grown extremely large. This created increasing...
Yi Wu, Igor Kozintsev, Jean-Yves Bouguet, Carole D...
SC
2005
ACM
16 years 11 days ago
GLARE: A Grid Activity Registration, Deployment and Provisioning Framework
Resource management is a key concern for implementing effective Grid middleware and shielding application developers from low level details. Existing resource managers concentrat...
Mumtaz Siddiqui, Alex Villazón, Jürgen...
PPOPP
1995
ACM
15 years 10 months ago
Optimistic Active Messages: A Mechanism for Scheduling Communication with Computation
Low-overhead message passing is critical to the performance of many applications. Active Messages[27] reduce the software overhead for message handling: messages are run as handle...
Deborah A. Wallach, Wilson C. Hsieh, Kirk L. Johns...
ICRA
2010
IEEE
154views Robotics» more  ICRA 2010»
15 years 5 months ago
Activation of a mobile robot through a brain computer interface
- This work presents the development of a brain computer interface as an alternative communication channel to be used in Robotics. It encompasses the implementation of an electroen...
Alexandre Ormiga Galvão Barbosa, David Rona...