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JMLR
2012
13 years 9 months ago
Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation
This paper considers additive factorial hidden Markov models, an extension to HMMs where the state factors into multiple independent chains, and the output is an additive function...
J. Zico Kolter, Tommi Jaakkola
INFOCOM
2012
IEEE
13 years 9 months ago
Sampling directed graphs with random walks
Abstract—Despite recent efforts to characterize complex networks such as citation graphs or online social networks (OSNs), little attention has been given to developing tools tha...
Bruno F. Ribeiro, Pinghui Wang, Fabricio Murai, Do...
AIED
2005
Springer
16 years 14 days ago
Interactive Authoring Support for Adaptive Educational Systems
A well-known challenge of adaptive educational systems is the need to develop intelligent content, which is very time and expertise consuming. In traditional approaches a teacher i...
Peter Brusilovsky, Sergey A. Sosnovsky, Michael Yu...
UIALL
2004
Springer
16 years 8 days ago
Using Automatic Tools in Accessibility and Usability Assurance Processes
Abstract. The paper claims that processes for monitoring, assessing and ensuring appropriate levels of accessibility and usability have to be adopted by web development and mainten...
Giorgio Brajnik
COMPSAC
2002
IEEE
15 years 12 months ago
Case Study: Componentization of an Industrial Control System
When different business units of an international company are responsible for the development of different parts of a large system, a component-based software architecture may be ...
Frank Lüders, Ivica Crnkovic, Andreas Sjö...