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» A Case Study for Learning from Imbalanced Data Sets
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COLT
2008
Springer
15 years 7 months ago
An Information Theoretic Framework for Multi-view Learning
In the multi-view learning paradigm, the input variable is partitioned into two different views X1 and X2 and there is a target variable Y of interest. The underlying assumption i...
Karthik Sridharan, Sham M. Kakade

Publication
209views
14 years 5 months ago
An Exploratory Study on Open Conversation Spaces in Global Software Engineering
Software engineering is by nature a highly collaborative activity and being able to collaborate effectively is a key factor for project success. However, collaborating effectivel...
Kevin Dullemond, Ben van Gameren, Rini van Solinge...
NIPS
2008
15 years 7 months ago
Human Active Learning
We investigate a topic at the interface of machine learning and cognitive science. Human active learning, where learners can actively query the world for information, is contraste...
Rui M. Castro, Charles Kalish, Robert Nowak, Ruich...
SDM
2007
SIAM
147views Data Mining» more  SDM 2007»
15 years 7 months ago
Constraint-Based Pattern Set Mining
Local pattern mining algorithms generate sets of patterns, which are typically not directly useful and have to be further processed before actual application or interpretation. Ra...
Luc De Raedt, Albrecht Zimmermann
WISE
2005
Springer
15 years 11 months ago
Extracting Web Data Using Instance-Based Learning
This paper studies structured data extraction from Web pages, e.g., online product description pages. Existing approaches to data extraction include wrapper induction and automatic...
Yanhong Zhai, Bing Liu