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» Data Dependence Testing in Practice
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NIPS
1998
13 years 10 months ago
Probabilistic Modeling for Face Orientation Discrimination: Learning from Labeled and Unlabeled Data
This paper presents probabilistic modeling methods to solve the problem of discriminating between five facial orientations with very little labeled data. Three models are explored...
Shumeet Baluja
TASE
2011
IEEE
13 years 3 months ago
Multiclass Flow Line Models of Semiconductor Manufacturing Equipment for Fab-Level Simulation
—For multiclass flow line models, we identify a class of service times that allow a decomposition of the system into subsets of servers called channels. In each channel, the cus...
James R. Morrison
ISPW
1994
IEEE
14 years 29 days ago
Data collection in a process-sensitive software engineering environment
All software projects are experiments in the sense of the scientific method because the outcomes are not known in advance, theories and hypotheses may be tested in the project emp...
P. Giese, Barbara Hoisl, Christopher M. Lott, H. D...
CSB
2004
IEEE
112views Bioinformatics» more  CSB 2004»
14 years 17 days ago
Inferring Genetic Networks from Microarray Data
In theory, it should be possible to infer realistic genetic networks from time series microarray data. In practice, however, network discovery has proved problematic. The three ma...
Shawn Martin, George Davidson, Elebeoba E. May, Je...
AI
2009
Springer
14 years 3 months ago
Automatic Frame Extraction from Sentences
We present a method for automatic extraction of frames from .a dependency graph. Our method uses machine learning applied to a dependency tree to assign frames and assign frame ele...
Martin Scaiano, Diana Inkpen