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SDM
2008
SIAM
165views Data Mining» more  SDM 2008»
15 years 1 months ago
On the Dangers of Cross-Validation. An Experimental Evaluation
Cross validation allows models to be tested using the full training set by means of repeated resampling; thus, maximizing the total number of points used for testing and potential...
R. Bharat Rao, Glenn Fung
SDM
2008
SIAM
119views Data Mining» more  SDM 2008»
15 years 1 months ago
An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks
This paper offers a local distributed algorithm for multivariate regression in large peer-to-peer environments. The algorithm is designed for distributed inferencing, data compact...
Kanishka Bhaduri, Hillol Kargupta
106
Voted
SODA
2008
ACM
101views Algorithms» more  SODA 2008»
15 years 1 months ago
Adaptive local ratio
Local ratio is a well-known paradigm for designing approximation algorithms for combinatorial optimization problems. At a very high level, a local-ratio algorithm first decomposes ...
Julián Mestre
CHI
2008
ACM
15 years 1 months ago
Secrets and lies in computer-mediated interaction: theory, methods and design
The keeping of secrets and practicing of deception are commonplace in everyday social interaction. They also serve an important role in encouraging social cohesion. However, for H...
Adam N. Joinson, Jeffrey T. Hancock, Pamela Briggs
98
Voted
CSCW
2008
ACM
15 years 1 months ago
Assistance: the work practices of human administrative assistants and their implications for it and organizations
Assistance – work carried out by one entity in support of another – is a concept of long-standing interest, both as a type of human work common in organizations and as a model...
Thomas Erickson, Catalina M. Danis, Wendy A. Kello...