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IJCAI
2003
15 years 9 months ago
Constructing Diverse Classifier Ensembles using Artificial Training Examples
Ensemble methods like bagging and boosting that combine the decisions of multiple hypotheses are some of the strongest existing machine learning methods. The diversity of the memb...
Prem Melville, Raymond J. Mooney
VIP
2001
15 years 9 months ago
Image Segmentation on Spiral Architecture
Spiral Architecture is a relatively new and powerful approach to general purpose machine vision system. It contains very useful geometric and algebraic properties. Two algebraic o...
Qiang Wu, Xiangjian He, Tom Hintz
TELECARE
2004
162views Healthcare» more  TELECARE 2004»
15 years 9 months ago
TeleCARE: Collaborative virtual elderly support communities
The growing percentage of elderly population imposes an urgent need to develop new approaches to care provision. Integration of a number of technologies such as multi-agent systems...
Luis M. Camarinha-Matos, Hamideh Afsarmanesh
WSC
2004
15 years 9 months ago
Panel on Future Challenges in Modeling Methodology
This panel paper presents the views of six researchers and practitioners of simulation modeling. Collectively we attempt to address a range of key future challenges to modeling me...
Simon J. E. Taylor, Peter Lendermann, Ray J. Paul,...
TREC
2003
15 years 9 months ago
Passage Scoring for Question Answering via Bayesian Inference on Lexical Relations
Many researchers have used lexical networks and ontologies to mitigate synonymy and polysemy problems in Question Answering (QA), systems coupled with taggers, query classifiers,...
Deepa Paranjpe, Ganesh Ramakrishnan, Sumana Sriniv...