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    » Domain Adaptation: A Small Sample Statistical Approach
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    SIGMOD
    2004
    ACM
    150views Database» more  SIGMOD 2004»
    When one Sample is not Enough: Improving Text Database Selection Using Shrinkage
    14 years 8 months ago
    When one Sample is not Enough: Improving Text Database Selection Using Shrinkage
    Download  qprober.cs.columbia.edu
    Database selection is an important step when searching over large numbers of distributed text databases. The database selection task relies on statistical summaries of the databas...
    Panagiotis G. Ipeirotis, Luis Gravano
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    BMCBI
    2008
    186views more  BMCBI 2008»
    Variable selection for large p small n regression models with incomplete data: Mapping QTL with epistases
    13 years 8 months ago
    Variable selection for large p small n regression models with incomplete data: Mapping QTL with epistases
    Download  www.biomedcentral.com
    Background: Identifying quantitative trait loci (QTL) for both additive and epistatic effects raises the statistical issue of selecting variables from a large number of candidates...
    Min Zhang, Dabao Zhang, Martin T. Wells
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    IEICET
    2008
    136views more  IEICET 2008»
    Bilingual Cluster Based Models for Statistical Machine Translation
    13 years 8 months ago
    Bilingual Cluster Based Models for Statistical Machine Translation
    Download  www.aclweb.org
    We propose a domain specific model for statistical machine translation. It is wellknown that domain specific language models perform well in automatic speech recognition. We show ...
    Hirofumi Yamamoto, Eiichiro Sumita
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    OSDI
    2008
    ACM
    173views Operating System» more  OSDI 2008»
    HiLighter: Automatically Building Robust Signatures of Performance Behavior for Small- and Large-Scale Systems
    14 years 8 months ago
    HiLighter: Automatically Building Robust Signatures of Performance Behavior for Small- and Large-Scale Systems
    Download  research.microsoft.com
    Previous work showed that statistical analysis techniques could successfully be used to construct compact signatures of distinct operational problems in Internet server systems. B...
    Armando Fox, Moisés Goldszmidt, Peter Bod&i...
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    ACL
    2004
    89views Computational Linguistics» more  ACL 2004»
    Adaptive Chinese Word Segmentation
    13 years 10 months ago
    Adaptive Chinese Word Segmentation
    Download  acl.ldc.upenn.edu
    This paper presents a Chinese word segmentation system which can adapt to different domains and standards. We first present a statistical framework where domain-specific words are...
    Jianfeng Gao, Andi Wu, Cheng-Ning Huang, Hongqiao ...
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