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    KDD
    2009
    ACM
    163views Data Mining» more  KDD 2009»
    Large-scale graph mining using backbone refinement classes
    14 years 8 months ago
    Large-scale graph mining using backbone refinement classes
    Download  www.maunz.de
    We present a new approach to large-scale graph mining based on so-called backbone refinement classes. The method efficiently mines tree-shaped subgraph descriptors under minimum f...
    Andreas Maunz, Christoph Helma, Stefan Kramer
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    KDD
    2009
    ACM
    232views Data Mining» more  KDD 2009»
    Classification of software behaviors for failure detection: a discriminative pattern mining approach
    14 years 8 months ago
    Classification of software behaviors for failure detection: a discriminative pattern mining approach
    Download  www.cs.uiuc.edu
    Software is a ubiquitous component of our daily life. We often depend on the correct working of software systems. Due to the difficulty and complexity of software systems, bugs an...
    David Lo, Hong Cheng, Jiawei Han, Siau-Cheng Khoo,...
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    GFKL
    2005
    Springer
    114views Data Mining» more  GFKL 2005»
    Attribute-aware Collaborative Filtering
    14 years 1 months ago
    Attribute-aware Collaborative Filtering
    Download  www.ismll.uni-hildesheim.de
    One of the key challenges in large information systems such as online shops and digital libraries is to discover the relevant knowledge from the enormous volume of information. Rec...
    Karen H. L. Tso, Lars Schmidt-Thieme
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    GIS
    2004
    ACM
    183views Automated Reasoning» more  GIS 2004»
    A partial join approach for mining co-location patterns
    14 years 8 months ago
    A partial join approach for mining co-location patterns
    Download  www.spatial.cs.umn.edu
    Spatial co-location patterns represent the subsets of events whose instances are frequently located together in geographic space. We identified the computational bottleneck in the...
    Jin Soung Yoo, Shashi Shekhar
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    ADMA
    2005
    Springer
    202views Data Mining» more  ADMA 2005»
    A Latent Usage Approach for Clustering Web Transaction and Building User Profile
    13 years 9 months ago
    A Latent Usage Approach for Clustering Web Transaction and Building User Profile
    Download  www.itee.uq.edu.au
    Web transaction data between web visitors and web functionalities usually convey users’ task-oriented behavior patterns. Clustering web transactions, thus, may capture such infor...
    Yanchun Zhang, Guandong Xu, Xiaofang Zhou
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