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PKDD
2009
Springer
120views Data Mining» more  PKDD 2009»
15 years 10 months ago
Variational Graph Embedding for Globally and Locally Consistent Feature Extraction
Existing feature extraction methods explore either global statistical or local geometric information underlying the data. In this paper, we propose a general framework to learn fea...
Shuang-Hong Yang, Hongyuan Zha, Shaohua Kevin Zhou...
149
Voted
AAAI
2011
14 years 3 months ago
End-User Feature Labeling via Locally Weighted Logistic Regression
Applications that adapt to a particular end user often make inaccurate predictions during the early stages when training data is limited. Although an end user can improve the lear...
Weng-Keen Wong, Ian Oberst, Shubhomoy Das, Travis ...
243
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ICDE
2008
IEEE
158views Database» more  ICDE 2008»
16 years 5 months ago
CARE: Finding Local Linear Correlations in High Dimensional Data
Finding latent patterns in high dimensional data is an important research problem with numerous applications. Existing approaches can be summarized into 3 categories: feature selec...
Xiang Zhang, Feng Pan, Wei Wang
101
Voted
ICALT
2005
IEEE
15 years 9 months ago
Collaborative Learning for an Online Higher Education Course: A Case Study
Collaborative learning, which a large number of scholars have been experimenting with since Dewey wrote about it in 1924, has known a new interest with the spreading of the Intern...
Patrizia Ghislandi, Remo Job
105
Voted
HICSS
2009
IEEE
106views Biometrics» more  HICSS 2009»
15 years 10 months ago
Fully Distributed Scrum: Replicating Local Productivity and Quality with Offshore Teams
Scrum was designed for hyperproductive teams where productivity increases by 5-10 times over industry averages and many colocated teams have achieved this effect. The question for...
Jeff Sutherland, Guido Schoonheim, Mauritz Rijk