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» Automatic Creation of Environment Models via Training
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EMNLP
2010
15 years 2 months ago
Cross Language Text Classification by Model Translation and Semi-Supervised Learning
In this paper, we introduce a method that automatically builds text classifiers in a new language by training on already labeled data in another language. Our method transfers the...
Lei Shi, Rada Mihalcea, Mingjun Tian
ICML
2009
IEEE
16 years 5 months ago
Optimal reverse prediction: a unified perspective on supervised, unsupervised and semi-supervised learning
Training principles for unsupervised learning are often derived from motivations that appear to be independent of supervised learning. In this paper we present a simple unificatio...
Linli Xu, Martha White, Dale Schuurmans
EUROMICRO
2009
IEEE
15 years 8 months ago
Fault-Tolerant BPEL Workflow Execution via Cloud-Aware Recovery Policies
BPEL is the de facto standard for business process modeling in today's enterprises and is a promising candidate for the integration of business and scientific applications tha...
Ernst Juhnke, Tim Dörnemann, Bernd Freisleben
RAID
2009
Springer
15 years 10 months ago
Adaptive Anomaly Detection via Self-calibration and Dynamic Updating
The deployment and use of Anomaly Detection (AD) sensors often requires the intervention of a human expert to manually calibrate and optimize their performance. Depending on the si...
Gabriela F. Cretu-Ciocarlie, Angelos Stavrou, Mich...
ESWS
2008
Springer
15 years 6 months ago
Semantic Email as a Communication Medium for the Social Semantic Desktop
In this paper, we introduce a formal email workflow model based on traditional email, which enables the user to define and execute ad-hoc workflows in an intuitive way. This model ...
Simon Scerri, Siegfried Handschuh, Stefan Decker