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    Application of Bayesian Partition Models in Warranty Data Analysis.
    16 years 24 days ago
    Application of Bayesian Partition Models in Warranty Data Analysis.
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    Automotive companies are forced to continuously extend and improve their product line-up. However, increasing diversity, higher design complexity, and shorter development cycles c...
    Axel Blumenstock, Christoph Schlieder, Markus M&uu...
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    105views Data Mining» more  SDM 2009»
    Exploiting Semantic Constraints for Estimating Supersenses with CRFs.
    16 years 24 days ago
    Exploiting Semantic Constraints for Estimating Supersenses with CRFs.
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    The annotation of words and phrases by ontology concepts is extremely helpful for semantic interpretation. However many ontologies, e.g. WordNet, are too fine-grained and even hu...
    Gerhard Paaß, Frank Reichartz
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    139
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    117views Data Mining» more  SDM 2009»
    Spatially Cost-Sensitive Active Learning.
    16 years 24 days ago
    Spatially Cost-Sensitive Active Learning.
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    In active learning, one attempts to maximize classifier performance for a given number of labeled training points by allowing the active learning algorithm to choose which points...
    Alexander Liu, Goo Jun, Joydeep Ghosh
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    191views Data Mining» more  SDM 2009»
    Adaptive Concept Drift Detection.
    16 years 24 days ago
    Adaptive Concept Drift Detection.
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    An established method to detect concept drift in data streams is to perform statistical hypothesis testing on the multivariate data in the stream. Statistical decision theory off...
    Anton Dries, Ulrich Rückert
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    Providing Privacy through Plausibly Deniable Search.
    16 years 24 days ago
    Providing Privacy through Plausibly Deniable Search.
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    Query-based web search is an integral part of many people’s daily activities. Most do not realize that their search history can be used to identify them (and their interests). I...
    Chris Clifton, Mummoorthy Murugesan
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