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138
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CIKM
2006
Springer
15 years 6 months ago
A comparative study on classifying the functions of web page blocks
In this paper, we study the problem of learning block classification models to estimate block functions. We distinguish general models, which are learned across multiple sites, an...
Xiangye Xiao, Qiong Luo, Xing Xie, Wei-Ying Ma
140
Voted
ECML
2006
Springer
15 years 6 months ago
Subspace Metric Ensembles for Semi-supervised Clustering of High Dimensional Data
A critical problem in clustering research is the definition of a proper metric to measure distances between points. Semi-supervised clustering uses the information provided by the ...
Bojun Yan, Carlotta Domeniconi
115
Voted
ICMLA
2003
15 years 4 months ago
The Consolidation of Neural Network Task Knowledge
— Fundamental to the problem of lifelong machine learning is how to consolidate the knowledge of a learned task within a long-term memory structure (domain knowledge) without the...
Daniel L. Silver, Peter McCracken
157
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ICML
2010
IEEE
15 years 3 months ago
Submodular Dictionary Selection for Sparse Representation
We develop an efficient learning framework to construct signal dictionaries for sparse representation by selecting the dictionary columns from multiple candidate bases. By sparse,...
Andreas Krause, Volkan Cevher
121
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IJVR
2008
133views more  IJVR 2008»
15 years 2 months ago
Teaching Algebra Using Culturally Relevant Virtual Instructors
When culture is integrated into the mathematics classroom, it improves students' academic achievement [3], helps move classrooms towards an equitable learning environment [30]...
Juan E. Gilbert, Keena Arbuthnot, Stafford Hood, M...