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KDD
2006
ACM
122views Data Mining» more  KDD 2006»
16 years 5 months ago
Tensor-CUR decompositions for tensor-based data
Motivated by numerous applications in which the data may be modeled by a variable subscripted by three or more indices, we develop a tensor-based extension of the matrix CUR decom...
Michael W. Mahoney, Mauro Maggioni, Petros Drineas
ICDM
2007
IEEE
147views Data Mining» more  ICDM 2007»
15 years 11 months ago
Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights
Recommender systems based on collaborative filtering predict user preferences for products or services by learning past user-item relationships. A predominant approach to collabo...
Robert M. Bell, Yehuda Koren
CEC
2009
IEEE
15 years 11 months ago
Coevolution of simulator proxies and sampling strategies for petroleum reservoir modeling
— Reservoir modeling is an on-going activity during the production life of a reservoir. One challenge to constructing accurate reservoir models is the time required to carry out ...
Tina Yu, Dave Wilkinson
HICSS
2008
IEEE
121views Biometrics» more  HICSS 2008»
15 years 11 months ago
An Integrated Architecture for Demand Response Communications and Control
1 In the competitive electricity structure, demand response programs enable customers to react dynamically to changes in electricity prices. The implementation of such programs ma...
Michael LeMay, Rajesh Nelli, George Gross, Carl A....
149
Voted
IQ
1996
15 years 6 months ago
Data Quality in Practice: Experience from the Front Line
Information, stored in databases, is a key competitive advantage of many companies. However, this importance does not imply that managers will view data as a strategic resource or...
Christopher P. Firth