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    ESANN
    2007
    131views Neural Networks» more  ESANN 2007»
    Computational Intelligence approaches to causality detection
    13 years 9 months ago
    Computational Intelligence approaches to causality detection
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    Discovering interdependencies and causal relationships is one of the most relevant challenges raised by the information era. As more and better data become available, there is an u...
    Katerina Hlavácková-Schindler, Pablo...
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    ESANN
    2007
    147views Neural Networks» more  ESANN 2007»
    Several ways to solve the MSO problem
    13 years 9 months ago
    Several ways to solve the MSO problem
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    The so called MSO-problem, – a simple superposition of two or more sinusoidal waves –, has recently been discussed as a benchmark problem for reservoir computing and was shown ...
    Jochen J. Steil
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    ESANN
    2007
    130views Neural Networks» more  ESANN 2007»
    "Kernelized" Self-Organizing Maps for Structured Data
    13 years 9 months ago
    "Kernelized" Self-Organizing Maps for Structured Data
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    The suitability of the well known kernels for trees, and the lesser known SelfOrganizing Map for Structures for categorization tasks on structured data is investigated in this pap...
    Fabio Aiolli, Giovanni Da San Martino, Alessandro ...
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    ESANN
    2007
    112views Neural Networks» more  ESANN 2007»
    Model Selection for Kernel Probit Regression
    13 years 9 months ago
    Model Selection for Kernel Probit Regression
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    Abstract. The convex optimisation problem involved in fitting a kernel probit regression (KPR) model can be solved efficiently via an iteratively re-weighted least-squares (IRWLS)...
    Gavin C. Cawley
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    ESANN
    2007
    139views Neural Networks» more  ESANN 2007»
    Adaptive Global Metamodeling with Neural Networks
    13 years 9 months ago
    Adaptive Global Metamodeling with Neural Networks
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    Due to the scale and computational complexity of current simulation codes, metamodels (or surrogate models) have become indispensable tools for exploring and understanding the desi...
    Dirk Gorissen, Wouter Hendrickx, Tom Dhaene
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