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    » Querying Tree-Structured Data Using Dimension Graphs
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    ICMLA
    2008
    172views Machine Learning» more  ICMLA 2008»
    Graph-Based Multilevel Dimensionality Reduction with Applications to Eigenfaces and Latent Semantic Indexing
    13 years 9 months ago
    Graph-Based Multilevel Dimensionality Reduction with Applications to Eigenfaces and Latent Semantic Indexing
    Download  www-users.cs.umn.edu
    Dimension reduction techniques have been successfully applied to face recognition and text information retrieval. The process can be time-consuming when the data set is large. Thi...
    Sophia Sakellaridi, Haw-ren Fang, Yousef Saad
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    NLDB
    2011
    Springer
    223views Natural Language Processing» more  NLDB 2011»
    Querying Linked Data Using Semantic Relatedness: A Vocabulary Independent Approach
    12 years 10 months ago
    Querying Linked Data Using Semantic Relatedness: A Vocabulary Independent Approach
    Download  andrefreitas.org
    Abstract. Linked Data brings the promise of incorporating a new dimension to the Web where the availability of Web-scale data can determine a paradigmatic transformation of the Web...
    André Freitas, João Gabriel Oliveira...
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    IEICET
    2008
    67views more  IEICET 2008»
    Learning of Finite Unions of Tree Patterns with Internal Structured Variables from Queries
    13 years 7 months ago
    Learning of Finite Unions of Tree Patterns with Internal Structured Variables from Queries
    Download  colus.i.kyushu-u.ac.jp
    We consider the polynomial time learnability of finite unions of ordered tree patterns with internal structured variables, in the query learning model of Angluin (1988). An ordered...
    Satoshi Matsumoto, Takayoshi Shoudai, Tomoyuki Uch...
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    TSMC
    2010
    202views Artificial Intelligence» more  TSMC 2010»
    Distance Approximating Dimension Reduction of Riemannian Manifolds
    13 years 2 months ago
    Distance Approximating Dimension Reduction of Riemannian Manifolds
    Download  www.tcs.fudan.edu.cn
    We study the problem of projecting high-dimensional tensor data on an unspecified Riemannian manifold onto some lower dimensional subspace1 without much distorting the pairwise geo...
    Changyou Chen, Junping Zhang, Rudolf Fleischer
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    SSDBM
    2009
    IEEE
    192views Database» more  SSDBM 2009»
    MLR-Index: An Index Structure for Fast and Scalable Similarity Search in High Dimensions
    14 years 2 months ago
    MLR-Index: An Index Structure for Fast and Scalable Similarity Search in High Dimensions
    Download  cairo.cs.uiuc.edu
    High-dimensional indexing has been very popularly used for performing similarity search over various data types such as multimedia (audio/image/video) databases, document collectio...
    Rahul Malik, Sangkyum Kim, Xin Jin, Chandrasekar R...
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