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    AAAI
    1996
    97views Intelligent Agents» more  AAAI 1996»
    Learning Efficient Rules by Maintaining the Explanation Structure
    13 years 6 months ago
    Learning Efficient Rules by Maintaining the Explanation Structure
    Download  www.isi.edu
    Many learning systems suffer from the utility problem; that is, that time after learning is greater than time before learning. Discovering how to assure that learned knowledge wil...
    Jihie Kim, Paul S. Rosenbloom
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    ICML
    2000
    IEEE
    127views Machine Learning» more  ICML 2000»
    A Dynamic Adaptation of AD-trees for Efficient Machine Learning on Large Data Sets
    14 years 5 months ago
    A Dynamic Adaptation of AD-trees for Efficient Machine Learning on Large Data Sets
    Download  www.aladdin.cs.cmu.edu
    This paper has no novel learning or statistics: it is concerned with making a wide class of preexisting statistics and learning algorithms computationally tractable when faced wit...
    Paul Komarek, Andrew W. Moore
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    TEC
    2010
    126views more  TEC 2010»
    Learning the Large-Scale Structure of the MAX-SAT Landscape Using Populations
    12 years 11 months ago
    Learning the Large-Scale Structure of the MAX-SAT Landscape Using Populations
    Download  eprints.ecs.soton.ac.uk
    A new algorithm for solving MAX-SAT problems is introduced which clusters good solutions, and restarts the search from the closest feasible solution to the centroid of each cluster...
    Mohamed Qasem, Adam Prügel-Bennett
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    ICAI
    2010
    258views Artificial Intelligence» more  ICAI 2010»
    An Efficient Sequential Covering Algorithm for Explaining Subsets of Data
    13 years 3 months ago
    An Efficient Sequential Covering Algorithm for Explaining Subsets of Data
    Download  www.research.rutgers.edu
    Given a subset of data that differs from the rest, a user often wants an explanation as to why this is the case. For instance, in a database of flights, a user may want to understa...
    Matthew Michelson, Sofus A. Macskassy
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    VLDB
    1991
    ACM
    81views Database» more  VLDB 1991»
    On Maintaining Priorities in a Production Rule System
    13 years 8 months ago
    On Maintaining Priorities in a Production Rule System
    Download  www.vldb.org
    We present a priority system which is particularly suited for production rules coupled to databases. In this system, there are default priorities between all rules and overriding ...
    Rakesh Agrawal, Roberta Cochrane, Bruce G. Lindsay
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