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    » PRICES: An Efficient Algorithm for Mining Association Rules
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    FLAIRS
    2007
    164views Artificial Intelligence» more  FLAIRS 2007»
    An Extended Neural Gas Model for Efficient Data Mining Tasks
    13 years 10 months ago
    An Extended Neural Gas Model for Efficient Data Mining Tasks
    Download  www.aaai.org
    This paper presents a numerical association rule extraction method that is based on original quality measures which evaluate to what extent a numerical classification model behave...
    Jean-Charles Lamirel, Shadi Al Shehabi
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    DEXA
    2004
    Springer
    153views Database» more  DEXA 2004»
    A New Approach of Eliminating Redundant Association Rules
    14 years 29 days ago
    A New Approach of Eliminating Redundant Association Rules
    Download  users.monash.edu.au
    Two important constraints of association rule mining algorithm are support and confidence. However, such constraints-based algorithms generally produce a large number of redundant ...
    Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith
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    SAC
    2005
    ACM
    141views Applied Computing» more  SAC 2005»
    Mining concept associations for knowledge discovery in large textual databases
    14 years 1 months ago
    Mining concept associations for knowledge discovery in large textual databases
    Download  www.ualr.edu
    In this paper, we describe a new approach for mining concept associations from large text collections. The concepts are short sequences of words that occur frequently together acr...
    Xiaowei Xu, Mutlu Mete, Nurcan Yuruk
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    PKDD
    2007
    Springer
    104views Data Mining» more  PKDD 2007»
    Realistic Synthetic Data for Testing Association Rule Mining Algorithms for Market Basket Databases
    14 years 1 months ago
    Realistic Synthetic Data for Testing Association Rule Mining Algorithms for Market Basket Databases
    Download  www.dcs.kcl.ac.uk
    Colin Cooper, Michele Zito
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    APPINF
    2003
    225views Information Technology» more  APPINF 2003»
    Fast Frequent Itemset Mining using Compressed Data Representation
    13 years 9 months ago
    Fast Frequent Itemset Mining using Compressed Data Representation
    Download  www.computing.edu.au
    Discovering association rules by identifying relationships among sets of items in a transaction database is an important problem in Data Mining. Finding frequent itemsets is compu...
    Raj P. Gopalan, Yudho Giri Sucahyo
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