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    KDD
    2009
    ACM
    173views Data Mining» more  KDD 2009»
    Malware detection using statistical analysis of byte-level file content
    13 years 9 months ago
    Malware detection using statistical analysis of byte-level file content
    Download  nexginrc.org
    Commercial anti-virus software are unable to provide protection against newly launched (a.k.a “zero-day”) malware. In this paper, we propose a novel malware detection techniqu...
    S. Momina Tabish, M. Zubair Shafiq, Muddassar Faro...
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    KDD
    2009
    ACM
    192views Data Mining» more  KDD 2009»
    CP-summary: a concise representation for browsing frequent itemsets
    13 years 9 months ago
    CP-summary: a concise representation for browsing frequent itemsets
    Download  www-ai.cs.uni-dortmund.de
    Ardian Kristanto Poernomo, Vivekanand Gopalkrishna...
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    KDD
    2009
    ACM
    180views Data Mining» more  KDD 2009»
    Parallel community detection on large networks with propinquity dynamics
    13 years 9 months ago
    Parallel community detection on large networks with propinquity dynamics
    Download  www-ai.cs.uni-dortmund.de
    Graphs or networks can be used to model complex systems. Detecting community structures from large network data is a classic and challenging task. In this paper, we propose a nove...
    Yuzhou Zhang, Jianyong Wang, Yi Wang, Lizhu Zhou
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    KDD
    2009
    ACM
    179views Data Mining» more  KDD 2009»
    A viewpoint-based approach for interaction graph analysis
    13 years 9 months ago
    A viewpoint-based approach for interaction graph analysis
    Download  www-ai.cs.uni-dortmund.de
    Recent innovations have resulted in a plethora of social applications on the Web, such as blogs, social networks, and community photo and video sharing applications. Such applicat...
    Sitaram Asur, Srinivasan Parthasarathy
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    KDD
    2009
    ACM
    248views Data Mining» more  KDD 2009»
    PSkip: estimating relevance ranking quality from web search clickthrough data
    13 years 9 months ago
    PSkip: estimating relevance ranking quality from web search clickthrough data
    Download  www-ai.cs.uni-dortmund.de
    1 In this article, we report our efforts in mining the information encoded as clickthrough data in the server logs to evaluate and monitor the relevance ranking quality of a commer...
    Kuansan Wang, Toby Walker, Zijian Zheng
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    KDD
    2009
    ACM
    191views Data Mining» more  KDD 2009»
    Improving data mining utility with projective sampling
    13 years 9 months ago
    Improving data mining utility with projective sampling
    Download  www-ai.cs.uni-dortmund.de
    Overall performance of the data mining process depends not just on the value of the induced knowledge but also on various costs of the process itself such as the cost of acquiring...
    Mark Last
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    KDD
    2009
    ACM
    181views Data Mining» more  KDD 2009»
    Intelligent file scoring system for malware detection from the gray list
    13 years 9 months ago
    Intelligent file scoring system for malware detection from the gray list
    Download  www.eecs.wsu.edu
    Currently, the most significant line of defense against malware is anti-virus products which focus on authenticating valid software from a white list, blocking invalid software f...
    Yanfang Ye, Tao Li, Qingshan Jiang, Zhixue Han, Li...
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    KDD
    2009
    ACM
    172views Data Mining» more  KDD 2009»
    Learning dynamic temporal graphs for oil-production equipment monitoring system
    13 years 9 months ago
    Learning dynamic temporal graphs for oil-production equipment monitoring system
    Download  www-ai.cs.uni-dortmund.de
    Learning temporal graph structures from time series data reveals important dependency relationships between current observations and histories. Most previous work focuses on learn...
    Yan Liu, Jayant R. Kalagnanam, Oivind Johnsen
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    KDD
    2009
    ACM
    379views Data Mining» more  KDD 2009»
    MetaFac: community discovery via relational hypergraph factorization
    13 years 9 months ago
    MetaFac: community discovery via relational hypergraph factorization
    Download  www-ai.cs.uni-dortmund.de
    This paper aims at discovering community structure in rich media social networks, through analysis of time-varying, multi-relational data. Community structure represents the laten...
    Yu-Ru Lin, Jimeng Sun, Paul Castro, Ravi B. Konuru...
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    KDD
    2009
    ACM
    173views Data Mining» more  KDD 2009»
    Ad quality on TV: predicting television audience retention
    13 years 11 months ago
    Ad quality on TV: predicting television audience retention
    Download  www.cam.cornell.edu
    This paper explores the impact of television advertisements on audience retention using data collected from television set-top boxes (STBs)1 . In particular, we discuss how the ac...
    Yannet Interian, Sundar Dorai-Raj, Igor Naverniouk...
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