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NN
2006
Springer
163views Neural Networks» more  NN 2006»
15 years 5 months ago
Machine learning approaches for estimation of prediction interval for the model output
A novel method for estimating prediction uncertainty using machine learning techniques is presented. Uncertainty is expressed in the form of the two quantiles (constituting the pr...
Durga L. Shrestha, Dimitri P. Solomatine
CONCURRENCY
1998
181views more  CONCURRENCY 1998»
15 years 4 months ago
Communication Performance of Java-Based Parallel Virtual Machines
Message passing libraries such as Parallel Virtual Machine PVM and Message Passing Interface MPI provide a common Application Programming Interface API to implement parallel...
Narendar Yalamanchilli, William W. Cohen
130
Voted
ARTMED
1999
92views more  ARTMED 1999»
15 years 4 months ago
Two-Stage Machine Learning model for guideline development
We present a Two-Stage Machine Learning (ML) model as a data mining method to develop practice guidelines and apply it to the problem of dementia staging. Dementia staging in clin...
Subramani Mani, William Rodman Shankle, Malcolm B....
TMI
2002
143views more  TMI 2002»
15 years 4 months ago
A Support Vector Machine Approach for Detection of Microcalcifications
In this paper, we investigate an approach based on support vector machines (SVMs) for detection of microcalcification (MC) clusters in digital mammograms, and propose a successive ...
Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Niko...
NLE
2007
180views more  NLE 2007»
15 years 4 months ago
Segmentation and alignment of parallel text for statistical machine translation
We address the problem of extracting bilingual chunk pairs from parallel text to create training sets for statistical machine translation. We formulate the problem in terms of a s...
Yonggang Deng, Shankar Kumar, William Byrne