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    IICAI
    2003
    166views Artificial Intelligence» more  IICAI 2003»
    The Acyclic Bayesian Net Generator
    14 years 25 days ago
    The Acyclic Bayesian Net Generator
    Download  digital.cs.usu.edu
    Abstract. We present the Acyclic Bayesian Net Generator, a new approach to learn the structure of a Bayesian network using genetic algorithms. Due to the encoding mechanism, acycli...
    Pankaj B. Gupta, Vicki H. Allan
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    HIS
    2003
    89views Information Technology» more  HIS 2003»
    PDGA: the Primal-Dual Genetic Algorithm
    14 years 25 days ago
    PDGA: the Primal-Dual Genetic Algorithm
    Download  www.cs.le.ac.uk
    Abstract. Genetic algorithms (GAs) are a class of search algorithms based on principles of natural evolution. Hence, incorporating mechanisms used in nature may improve the perform...
    Shengxiang Yang
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    IJIT
    2004
    238views Artificial Intelligence» more  IJIT 2004»
    Genetic Algorithm for Feature Subset Selection with Exploitation of Feature Correlations from Continuous Wavelet Transform: a re
    14 years 25 days ago
    Genetic Algorithm for Feature Subset Selection with Exploitation of Feature Correlations from Continuous Wavelet Transform: a re
    Download  www.waset.org
    A genetic algorithm (GA) based feature subset selection algorithm is proposed in which the correlation structure of the features is exploited. The subset of features is validated a...
    Gert Van Dijck, Marc M. Van Hulle, M. Wevers
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    IJIT
    2004
    204views Artificial Intelligence» more  IJIT 2004»
    Restartings: A Technique to Improve Classic Genetic Algorithms' Performance
    14 years 25 days ago
    Restartings: A Technique to Improve Classic Genetic Algorithms' Performance
    Download  www.waset.org
    In this contribution, a way to enhance the performance of the classic Genetic Algorithm is proposed. The idea of restarting a Genetic Algorithm is applied in order to obtain better...
    Grigorios N. Beligiannis, Georgios A. Tsirogiannis...
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    CAINE
    2003
    128views Computer Science» more  CAINE 2003»
    A Genetic Algorithm for Clustering on Very Large Data Sets
    14 years 25 days ago
    A Genetic Algorithm for Clustering on Very Large Data Sets
    Download  cs.hbg.psu.edu
    Clustering is the process of subdividing an input data set into a desired number of subgroups so that members of the same subgroup are similar and members of different subgroups h...
    Jim Gasvoda, Qin Ding
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    IMECS
    2007
    133views Theoretical Computer Science» more  IMECS 2007»
    A Genetic Algorithm for Optimizing Facility Layout in a Wafer Fab
    14 years 26 days ago
    A Genetic Algorithm for Optimizing Facility Layout in a Wafer Fab
    Download  www.yzu.edu.tw
    —In this research, the Genetic Algorithm (GA) and Space-Filling Curve (SFC) are combined along with the use of Taguchi method for finding the optimal combination of parameters. T...
    Michael H. Hu, Meei-Yuh Ku, Chao-Chi Chen
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    HIS
    2008
    127views Information Technology» more  HIS 2008»
    Genetic-Based Synthetic Data Sets for the Analysis of Classifiers Behavior
    14 years 27 days ago
    Genetic-Based Synthetic Data Sets for the Analysis of Classifiers Behavior
    Download  www.salle.url.edu
    In this paper, we highlight the use of synthetic data sets to analyze learners behavior under bounded complexity. We propose a method to generate synthetic data sets with a specif...
    Núria Macià, Albert Orriols-Puig, Es...
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    GEM
    2008
    192views Artificial Intelligence» more  GEM 2008»
    Better Huffman Coding via Genetic Algorithm
    14 years 27 days ago
    Better Huffman Coding via Genetic Algorithm
    Download  www.uni-koblenz.de
    Abstract--We present an approach to compress arbitrary files using a Huffman-like prefix-free code generated through the use of a genetic algorithm, thus requiring no prior knowled...
    Cody Boisclair, Markus Wagner
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    GEM
    2007
    189views Artificial Intelligence» more  GEM 2007»
    Initial Population for Genetic Algorithms: A Metric Approach
    14 years 27 days ago
    Initial Population for Genetic Algorithms: A Metric Approach
    Download  www.cameron.edu
    - Besides the difficulty of the application problem to be solved with Genetic Algorithms (GAs), an additional difficulty arises because the quality of the solution found, or the ...
    Pedro A. Diaz-Gomez, Dean F. Hougen
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    LREC
    2010
    216views Education» more  LREC 2010»
    Automatic Grammar Rule Extraction and Ranking for Definitions
    14 years 27 days ago
    Automatic Grammar Rule Extraction and Ranking for Definitions
    Download  www.lrec-conf.org
    Learning texts contain much implicit knowledge which is ideally presented to the learner in a structured manner - a typical example being definitions of terms in the text, which w...
    Claudia Borg, Mike Rosner, Gordon J. Pace
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