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» Learning from cooperation using justifications
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JUCS
2002
120views more  JUCS 2002»
13 years 7 months ago
Instance Cooperative Memory to Improve Query Expansion in Information Retrieval Systems
The main goal of this research is to improve Information Retrieval Systems by enabling them to generate search outcomes that are relevant and customized to each specific user. Our ...
Lobna Jeribi, Béatrice Rumpler
CVPR
2010
IEEE
14 years 4 months ago
Improving State-of-the-Art OCR through High-Precision Document-Specific Modeling
Optical character recognition (OCR) remains a difficult problem for noisy documents or documents not scanned at high resolution. Many current approaches rely on stored font models...
Andrew Kae, Gary Huang, Erik Learned-miller, Carl ...
IADIS
2008
13 years 9 months ago
Towards Mining for Influence in a Multi Agent Environment
Multi agent learning systems pose an interesting set of problems: in large environments agents may develop localised behaviour patterns that are not necessarily optimal; in a pure...
Robert Logie, Jon G. Hall, Kevin G. Waugh
IDA
2007
Springer
14 years 1 months ago
Two Bagging Algorithms with Coupled Learners to Encourage Diversity
In this paper, we present two ensemble learning algorithms which make use of boostrapping and out-of-bag estimation in an attempt to inherit the robustness of bagging to overfitti...
Carlos Valle, Ricardo Ñanculef, Héct...
WICOMM
2008
97views more  WICOMM 2008»
13 years 7 months ago
Development of routing protocols for the solar-powered autonomous underwater vehicle (SAUV) platform
The Solar-powered Autonomous Underwater Vehicle (SAUV) platform has been developed over the past several years as a means to achieve long-endurance cooperative missions, and the d...
Radim Bartos, Steven G. Chappell, Rick Komerska, M...