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» Reasoning from Data Rather than Theory
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KDD
2008
ACM
137views Data Mining» more  KDD 2008»
14 years 9 months ago
Learning classifiers from only positive and unlabeled data
The input to an algorithm that learns a binary classifier normally consists of two sets of examples, where one set consists of positive examples of the concept to be learned, and ...
Charles Elkan, Keith Noto
SCALESPACE
2007
Springer
14 years 3 months ago
Faithful Recovery of Vector Valued Functions from Incomplete Data
On March 11, 1944, the famous Eremitani Church in Padua (Italy) was destroyed in an Allied bombing along with the inestimable frescoes by Andrea Mantegna et al. contained in the Ov...
Massimo Fornasier
CORR
2010
Springer
117views Education» more  CORR 2010»
13 years 9 months ago
Scientific Workflow Applications on Amazon EC2
The proliferation of commercial cloud computing providers has generated significant interest in the scientific computing community. Much recent research has attempted to determine...
Gideon Juve, Ewa Deelman, Karan Vahi, Gaurang Meht...
GIS
2010
ACM
13 years 6 months ago
Probabilistic modeling of traffic lanes from GPS traces
Instead of traditional ways of creating road maps, an attractive alternative is to create a map based on GPS traces of regular drivers. One important aspect of this approach is to...
Yihua Chen, John Krumm
KR
1998
Springer
14 years 1 months ago
Combining Narratives
A theory is elaboration tolerant to the extent that new information can be incorporated with only simple changes. The simplest change is conjoining new information, and only conju...
John McCarthy, Tom Costello