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ECML
2007
Springer
16 years 25 days 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 21 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 6 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...
187
Voted
FGR
2000
IEEE
112views Biometrics» more  FGR 2000»
15 years 11 months ago
A Probabilistic Sensor for the Perception of Activities
This paper presents a new technique for the perception of activities using statistical description of spatio-temporal properties. With this approach, the probability of an activit...
Olivier Chomat, James L. Crowley
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...