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KDD
2002
ACM
187views Data Mining» more  KDD 2002»
15 years 10 months ago
Transforming classifier scores into accurate multiclass probability estimates
Class membership probability estimates are important for many applications of data mining in which classification outputs are combined with other sources of information for decisi...
Bianca Zadrozny, Charles Elkan
COMPUTING
2004
79views more  COMPUTING 2004»
14 years 9 months ago
Planar Development of Free-Form Surfaces: Quality Evaluation and Visual Inspection
Surface flattening is a crucial problem for many applications as indicated by the steady flow of new methods appearing in related publications. Quality control of these methods, b...
Phillip N. Azariadis, Nickolas S. Sapidis
CVPR
2012
IEEE
13 years 2 days ago
Memory constrained face recognition
Real-time recognition may be limited by scarce memory and computing resources for performing classification. Although, prior research has addressed the problem of training classif...
Ashish Kapoor, Simon Baker, Sumit Basu, Eric Horvi...
AAAI
2008
14 years 12 months ago
Transfer Learning via Dimensionality Reduction
Transfer learning addresses the problem of how to utilize plenty of labeled data in a source domain to solve related but different problems in a target domain, even when the train...
Sinno Jialin Pan, James T. Kwok, Qiang Yang
DAGSTUHL
2009
14 years 10 months ago
Advances in Feature Selection with Mutual Information
The selection of features that are relevant for a prediction or classification problem is an important problem in many domains involving high-dimensional data. Selecting features h...
Michel Verleysen, Fabrice Rossi, Damien Fran&ccedi...