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    KDD
    1995
    ACM
    80views Data Mining» more  KDD 1995»
    Intelligent Instruments: Discovering How to Turn Spectral Data into Information
    14 years 4 days ago
    Intelligent Instruments: Discovering How to Turn Spectral Data into Information
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    Wray L. Buntine, Tarang Patel
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    KDD
    1995
    ACM
    95views Data Mining» more  KDD 1995»
    Limits on Learning Machine Accuracy Imposed by Data Quality
    14 years 4 days ago
    Limits on Learning Machine Accuracy Imposed by Data Quality
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    Random errors and insufficiencies in databases limit the performance of any classifier trained from and applied to the database. In this paper we propose a method to estimate the ...
    Corinna Cortes, Lawrence D. Jackel, Wan-Ping Chian...
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    KDD
    1995
    ACM
    99views Data Mining» more  KDD 1995»
    Active Data Mining
    14 years 4 days ago
    Active Data Mining
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    We introduce an active data mining paradigm that combines the recent work in data mining with the rich literature on active database systems. In this paradigm, data is continuousl...
    Rakesh Agrawal, Giuseppe Psaila
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    KDD
    1995
    ACM
    140views Data Mining» more  KDD 1995»
    Discovery and Maintenance of Functional Dependencies by Independencies
    14 years 4 days ago
    Discovery and Maintenance of Functional Dependencies by Independencies
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    For semantic query optimization one needs detailed knowledgeabout the contents of the database. Traditional techniquesuse static knowledgeabout all possible states of the database...
    Siegfried Bell
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    KDD
    1995
    ACM
    112views Data Mining» more  KDD 1995»
    Learning First Order Logic Rules with a Genetic Algorithm
    14 years 4 days ago
    Learning First Order Logic Rules with a Genetic Algorithm
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    This paper introduces a newalgorithm called SIAO1 for learning first order logic rules withgenetic algorithms. SIAO1uses the covering principle developed in AQwhereseed examplesar...
    Sébastien Augier, Gilles Venturini, Yves Ko...
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    KDD
    1995
    ACM
    95views Data Mining» more  KDD 1995»
    STAR: A General Architecture for the Support of Distortion Oriented Displays
    14 years 4 days ago
    STAR: A General Architecture for the Support of Distortion Oriented Displays
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    Paul Anderson, Ray Smith, Zhongwei Zhang
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    KDD
    1997
    ACM
    159views Data Mining» more  KDD 1997»
    New Algorithms for Fast Discovery of Association Rules
    14 years 4 days ago
    New Algorithms for Fast Discovery of Association Rules
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    Discovery of association rules is an important problem in database mining. In this paper we present new algorithms for fast association mining, which scan the database only once, ...
    Mohammed Javeed Zaki, Srinivasan Parthasarathy, Mi...
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    KDD
    1997
    ACM
    154views Data Mining» more  KDD 1997»
    Autonomous Discovery of Reliable Exception Rules
    14 years 4 days ago
    Autonomous Discovery of Reliable Exception Rules
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    This paper presents an autonomous algorithm for discovering exception rules from data sets. An exception rule, which is defined as a deviational pattern to a well-known fact, exhi...
    Einoshin Suzuki
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    KDD
    1997
    ACM
    127views Data Mining» more  KDD 1997»
    Analysis and Visualization of Classifier Performance: Comparison under Imprecise Class and Cost Distributions
    14 years 4 days ago
    Analysis and Visualization of Classifier Performance: Comparison under Imprecise Class and Cost Distributions
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    Foster J. Provost, Tom Fawcett
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    KDD
    1997
    ACM
    208views Data Mining» more  KDD 1997»
    Metarule-Guided Mining of Multi-Dimensional Association Rules Using Data Cubes
    14 years 4 days ago
    Metarule-Guided Mining of Multi-Dimensional Association Rules Using Data Cubes
    Download  www.aaai.org
    In this paper, we employ a novel approach to metarule-guided, multi-dimensional association rule mining which explores a data cube structure. We propose algorithms for metarule-gu...
    Micheline Kamber, Jiawei Han, Jenny Chiang
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