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ICML
2010
IEEE
13 years 10 months ago
High-Performance Semi-Supervised Learning using Discriminatively Constrained Generative Models
We develop a semi-supervised learning method that constrains the posterior distribution of latent variables under a generative model to satisfy a rich set of feature expectation c...
Gregory Druck, Andrew McCallum
GECCO
2003
Springer
110views Optimization» more  GECCO 2003»
14 years 2 months ago
Evolutionary Multiobjective Optimization for Generating an Ensemble of Fuzzy Rule-Based Classifiers
One advantage of evolutionary multiobjective optimization (EMO) algorithms over classical approaches is that many non-dominated solutions can be simultaneously obtained by their si...
Hisao Ishibuchi, Takashi Yamamoto
ECAIW
2008
Springer
13 years 10 months ago
An Autonomous Algorithm for Generating and Merging Clinical Algorithms
Abstract. Procedural knowledge in medicine uses to come expressed as isolated sentences in Clinical Practice Guidelines (CPG) that describe how to act in front of specific health-c...
Francis Real, David Riaño
MSS
2000
IEEE
72views Hardware» more  MSS 2000»
14 years 1 months ago
The InTENsity PowerWall: A Case Study for a Shared File System Testing Framework
The InTENsity PowerWall is a display system used for high-resolution visualization of very large volumetric data sets. The display is linked to two separate computing environments...
Alex W. Elder, Thomas Ruwart, Benjamin D. Allen, A...
KBSE
2007
IEEE
14 years 3 months ago
Direct-dependency-based software compatibility testing
Software compatibility testing is an important quality assurance task aimed at ensuring that component-based software systems build and/or execute properly across a broad range of...
Il-Chul Yoon, Alan Sussman, Atif M. Memon, Adam A....