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    DATAMINE
    2002
    169views more  DATAMINE 2002»
    Advances in Instance Selection for Instance-Based Learning Algorithms
    13 years 10 months ago
    Advances in Instance Selection for Instance-Based Learning Algorithms
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    The basic nearest neighbour classifier suffers from the indiscriminate storage of all presented training instances. With a large database of instances classification response time ...
    Henry Brighton, Chris Mellish
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    BIBM
    2010
    IEEE
    158views Bioinformatics» more  BIBM 2010»
    Protein-protein interaction prediction via Collective Matrix Factorization
    13 years 8 months ago
    Protein-protein interaction prediction via Collective Matrix Factorization
    Download  www.cse.ust.hk
    Abstract--Protein-protein interactions (PPI) play an important role in cellular processes and metabolic processes within a cell. An important task is to determine the existence of ...
    Qian Xu, Evan Wei Xiang, Qiang Yang
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    ATAL
    2009
    Springer
    165views Intelligent Agents» more  ATAL 2009»
    A self-organizing neural network architecture for intentional planning agents
    14 years 4 months ago
    A self-organizing neural network architecture for intentional planning agents
    Download  www3.ntu.edu.sg
    This paper presents a model of neural network embodiment of intentions and planning mechanisms for autonomous agents. The model bridges the dichotomy of symbolic and non-symbolic ...
    Budhitama Subagdja, Ah-Hwee Tan
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    BMCBI
    2011
    220views Artificial Intelligence» more  BMCBI 2011»
    Using Stochastic Causal Trees to Augment Bayesian Networks for Modeling eQTL Datasets
    13 years 5 months ago
    Using Stochastic Causal Trees to Augment Bayesian Networks for Modeling eQTL Datasets
    Download  www.cs.ucsb.edu
    Background: The combination of genotypic and genome-wide expression data arising from segregating populations offers an unprecedented opportunity to model and dissect complex phen...
    Kyle C. Chipman, Ambuj K. Singh
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    BMCBI
    2007
    140views more  BMCBI 2007»
    Investigations into the relationship between feedback loops and functional importance of a signal transduction network based on
    13 years 10 months ago
    Investigations into the relationship between feedback loops and functional importance of a signal transduction network based on
    Download  www.biomedcentral.com
    Background: A number of studies on biological networks have been carried out to unravel the topological characteristics that can explain the functional importance of network nodes...
    Yung-Keun Kwon, Sun Shim Choi, Kwang-Hyun Cho
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