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    KDD
    1998
    ACM
    170views Data Mining» more  KDD 1998»
    Mining Audit Data to Build Intrusion Detection Models
    13 years 9 months ago
    Mining Audit Data to Build Intrusion Detection Models
    Download  www.aaai.org
    In this paper we discuss a data mining framework for constructing intrusion detection models. The key ideas are to mine system audit data for consistent and useful patterns of pro...
    Wenke Lee, Salvatore J. Stolfo, Kui W. Mok
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    KDD
    1998
    ACM
    181views Data Mining» more  KDD 1998»
    Approaches to Online Learning and Concept Drift for User Identification in Computer Security
    13 years 9 months ago
    Approaches to Online Learning and Concept Drift for User Identification in Computer Security
    Download  www.aaai.org
    The task in the computer security domain of anomaly detection is to characterize the behaviors of a computer user (the `valid', or `normal' user) so that unusual occurre...
    Terran Lane, Carla E. Brodley
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    KDD
    1998
    ACM
    442views Data Mining» more  KDD 1998»
    BAYDA: Software for Bayesian Classification and Feature Selection
    13 years 9 months ago
    BAYDA: Software for Bayesian Classification and Feature Selection
    Download  www.aaai.org
    BAYDA is a software package for flexible data analysis in predictive data mining tasks. The mathematical model underlying the program is based on a simple Bayesian network, the Na...
    Petri Kontkanen, Petri Myllymäki, Tomi Siland...
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    KDD
    1998
    ACM
    113views Data Mining» more  KDD 1998»
    Targeting Business Users with Decision Table Classifiers
    13 years 9 months ago
    Targeting Business Users with Decision Table Classifiers
    Download  robotics.stanford.edu
    Business users and analysts commonly use spreadsheets and 2D plots to analyze and understand their data. On-line Analytical Processing (OLAP) provides these users with added flexi...
    Ron Kohavi, Dan Sommerfield
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    KDD
    1998
    ACM
    140views Data Mining» more  KDD 1998»
    Active Templates: Comprehensive Support for the Knowledge Discovery Process
    13 years 9 months ago
    Active Templates: Comprehensive Support for the Knowledge Discovery Process
    Download  www.aaai.org
    The goal of Active Template research is to create a single, unified environment that a data analyst can use to carry out a knowledge discovery project, and to deliver the resultin...
    Randy Kerber, Hal Beck, Tej Anand, Bill Smart
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    KDD
    1998
    ACM
    102views Data Mining» more  KDD 1998»
    Defining the Goals to Optimise Data Mining Performance
    13 years 9 months ago
    Defining the Goals to Optimise Data Mining Performance
    Download  www.aaai.org
    In many data mining problems the definition of what structures in the database are to be regarded as interesting or valuable is given only loosely. Typically this is regarded as a...
    Mark G. Kelly, David J. Hand, Niall M. Adams
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    KDD
    1998
    ACM
    200views Data Mining» more  KDD 1998»
    Fast Computation of 2-Dimensional Depth Contours
    13 years 9 months ago
    Fast Computation of 2-Dimensional Depth Contours
    Download  www.aaai.org
    "Oneperson's noise is another person's signal." For manyapplications, including the detection of credit card frauds and the monitoringof criminal activities in...
    Theodore Johnson, Ivy Kwok, Raymond T. Ng
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    KDD
    1998
    ACM
    166views Data Mining» more  KDD 1998»
    Comparing Massive High-Dimensional Data Sets
    13 years 9 months ago
    Comparing Massive High-Dimensional Data Sets
    Download  www.aaai.org
    Theodore Johnson, Tamraparni Dasu
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    KDD
    1998
    ACM
    99views Data Mining» more  KDD 1998»
    Learning to Predict the Duration of an Automobile Trip
    13 years 9 months ago
    Learning to Predict the Duration of an Automobile Trip
    Download  www.aaai.org
    In this paper, weexplore the use of machinelearning and data mining to improvethe prediction of travel times in an automobile. Weconsider two formulations of this problem, one tha...
    Simon Handley, Pat Langley, Folke A. Rauscher
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    KDD
    1998
    ACM
    190views Data Mining» more  KDD 1998»
    Mining Segment-Wise Periodic Patterns in Time-Related Databases
    13 years 9 months ago
    Mining Segment-Wise Periodic Patterns in Time-Related Databases
    Download  www.aaai.org
    Periodicity search, that is, searchfor cyclicity in time-related databases, is an interesting data mining problem. Mostprevious studies have been on finding full-cycle periodicity...
    Jiawei Han, Wan Gong, Yiwen Yin
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