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» The Inference Problem: A Survey
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COLT
2004
Springer
16 years 20 days ago
Regularization and Semi-supervised Learning on Large Graphs
We consider the problem of labeling a partially labeled graph. This setting may arise in a number of situations from survey sampling to information retrieval to pattern recognition...
Mikhail Belkin, Irina Matveeva, Partha Niyogi
EDBTW
2004
Springer
16 years 19 days ago
XML Query Processing and Optimization
—Over the past few years, XML (eXtensible Mark-up Language) has emerged as the standard for information representation and data exchange over the Internet. This paper provides a ...
Ning Zhang 0002
ITS
2004
Springer
84views Multimedia» more  ITS 2004»
16 years 18 days ago
Web-Based Intelligent Multimedia Tutoring for High Stakes Achievement Tests
Abstract. We describe Wayang Outpost, a web-based ITS for the Math section of the Scholastic Aptitude Test (SAT). It has several distinctive features: help with multimedia animatio...
Ivon Arroyo, Carole R. Beal, Tom Murray, Rena Wall...
SSPR
2004
Springer
16 years 18 days ago
Finding Clusters and Components by Unsupervised Learning
We present a tutorial survey on some recent approaches to unsupervised machine learning in the context of statistical pattern recognition. In statistical PR, there are two classica...
Erkki Oja
UPP
2004
Springer
16 years 18 days ago
Programming an Amorphous Computational Medium
Amorphous computing considers the problem of controlling millions of spatially distributed unreliable devices which communicate only with nearby neighbors. To program such a system...
Jacob Beal