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AI
2001
Springer
15 years 4 months ago
A Case Study for Learning from Imbalanced Data Sets
We present our experience in applying a rule induction technique to an extremely imbalanced pharmaceutical data set. We focus on using a variety of performance measures to evaluate...
Aijun An, Nick Cercone, Xiangji Huang
CVPR
2007
IEEE
16 years 1 months ago
Learning Color Names from Real-World Images
Within a computer vision context color naming is the action of assigning linguistic color labels to image pixels. In general, research on color naming applies the following paradi...
Joost van de Weijer, Cordelia Schmid, Jakob J. Ver...
76
Voted
KDD
2004
ACM
314views Data Mining» more  KDD 2004»
15 years 12 months ago
Assessment of discretization techniques for relevant pattern discovery from gene expression data
In the domain of gene expression data analysis, various researchers have recently emphasized the promising application of pattern discovery techniques like association rule mining...
Ruggero G. Pensa, Claire Leschi, Jéré...
98
Voted
ICIP
2000
IEEE
16 years 1 months ago
Extended Depth from Focus Using White Light Interferometer
A new approach to 3-D profilometry for the white light interferometric (WLI) is presented. We detail a simple way to construct a profiler that uses the fringe contrast degradation...
Seok-moon Ryoo, Jae seon Kim, Tae-Sun Choi
MIR
2005
ACM
143views Multimedia» more  MIR 2005»
15 years 5 months ago
Extracting information from multimedia meeting collections
Multimedia meeting collections, composed of unedited audio and video streams, handwritten notes, slides, and electronic documents that jointly constitute a raw record of complex h...
Daniel Gatica-Perez, Dong Zhang, Samy Bengio