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JMLR
2010
159views more  JMLR 2010»
14 years 11 months ago
Semi-Supervised Learning with Max-Margin Graph Cuts
This paper proposes a novel algorithm for semisupervised learning. This algorithm learns graph cuts that maximize the margin with respect to the labels induced by the harmonic fun...
Branislav Kveton, Michal Valko, Ali Rahimi, Ling H...
ICML
2005
IEEE
16 years 5 months ago
Learning strategies for story comprehension: a reinforcement learning approach
This paper describes the use of machine learning to improve the performance of natural language question answering systems. We present a model for improving story comprehension th...
Eugene Grois, David C. Wilkins
CCGRID
2009
IEEE
15 years 11 months ago
Performance Issues in Parallelizing Data-Intensive Applications on a Multi-core Cluster
The deluge of available data for analysis demands the need to scale the performance of data mining implementations. With the current architectural trends, one of the major challen...
Vignesh T. Ravi, Gagan Agrawal
ICAPR
2009
Springer
15 years 11 months ago
Relevant and Redundant Feature Analysis with Ensemble Classification
— Feature selection and ensemble classification increase system efficiency and accuracy in machine learning, data mining and biomedical informatics. This research presents an ana...
Rakkrit Duangsoithong, Terry Windeatt
ICRA
2007
IEEE
122views Robotics» more  ICRA 2007»
15 years 10 months ago
Integrated Design Methodology for an Automated Transportation System in a Seaport Terminal
Abstract— Automation of transportation systems and promotion of the operations are becoming an international demand on seaport container terminals. For this issue, we propose an ...
Satoshi Hoshino, Jun Ota