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SDM
2010
SIAM
165views Data Mining» more  SDM 2010»
15 years 8 months ago
Direct Density Ratio Estimation with Dimensionality Reduction
Methods for directly estimating the ratio of two probability density functions without going through density estimation have been actively explored recently since they can be used...
Masashi Sugiyama, Satoshi Hara, Paul von Büna...
HCI
2007
15 years 8 months ago
An Agent-Based Framework for Context-Aware Services
Abstract. A major challenge of Ambient Intelligence lies in building middleware that can ease service implementation through allowing the application developer to emphasize only th...
Axel Bürkle, Wilmuth Müller, Uwe Pfirrma...
LREC
2008
130views Education» more  LREC 2008»
15 years 8 months ago
COLDIC, a Lexicographic Platform for LMF compliant lexica
Despite of the importance of lexical resources for a number of NLP applications (Machine Translation, Information Extraction, Event Detection and Tracking, Question Answering, amo...
Núria Bel, Sergio Espeja, Montserrat Marimo...
MBEES
2007
15 years 8 months ago
Towards Tool Support for Service-Oriented Development of Embedded Automotive Systems
: The development of embedded systems is a challenging task because of the distributed, reactive and real-time nature of such systems. Distribution of embedded components across bu...
Vina Ermagan, To-ju Huang, Ingolf H. Krüger, ...
SDM
2008
SIAM
144views Data Mining» more  SDM 2008»
15 years 8 months ago
Active Learning with Model Selection in Linear Regression
Optimally designing the location of training input points (active learning) and choosing the best model (model selection) are two important components of supervised learning and h...
Masashi Sugiyama, Neil Rubens