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    » ABL: Alignment-Based Learning
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    COLING
    2008
    159views Computational Linguistics» more  COLING 2008»
    A Local Alignment Kernel in the Context of NLP
    14 years 11 months ago
    A Local Alignment Kernel in the Context of NLP
    Download  aclweb.org
    This paper discusses local alignment kernels in the context of the relation extraction task. We define a local alignment kernel based on the Smith-Waterman measure as a sequence s...
    Sophia Katrenko, Pieter W. Adriaans
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    102
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    IADIS
    2008
    177views Internet Technology» more  IADIS 2008»
    Aggregation in Confidence-Based Concept Discovery for Multi-Relational Data Mining
    14 years 11 months ago
    Aggregation in Confidence-Based Concept Discovery for Multi-Relational Data Mining
    Download  www.iadis.net
    Multi-relational data mining has become popular due to the limitations of propositional problem definition in structured domains and the tendency of storing data in relational dat...
    Yusuf Kavurucu, Pinar Senkul, Ismail Hakki Toroslu
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    ICONIP
    2008
    157views Information Technology» more  ICONIP 2008»
    The Diversity of Regression Ensembles Combining Bagging and Random Subspace Method
    14 years 11 months ago
    The Diversity of Regression Ensembles Combining Bagging and Random Subspace Method
    Download  ani.www.techfak.uni-bielefeld.de
    Abstract. The concept of Ensemble Learning has been shown to increase predictive power over single base learners. Given the bias-variancecovariance decomposition, diversity is char...
    Alexandra Scherbart, Tim W. Nattkemper
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    64
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    HCI
    2007
    136views Human Computer Interaction» more  HCI 2007»
    Improving the Mobility Performance of Autonomous Unmanned Ground Vehicles by Adding the Ability to 'Sense/Feel' Their Local Envi
    14 years 11 months ago
    Improving the Mobility Performance of Autonomous Unmanned Ground Vehicles by Adding the Ability to 'Sense/Feel' Their Local Envi
    Download  eprints.mdx.ac.uk
    This paper explores how a ‘learning’ algorithm can be added to UGV’s by giving it the ability to test the terrain through ‘feeling’ using incorporated sensors, which woul...
    Siddharth Odedra, Stephen D. Prior, Mehmet Karaman...
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    99
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    NIPS
    2008
    194views Information Technology» more  NIPS 2008»
    Supervised Exponential Family Principal Component Analysis via Convex Optimization
    14 years 11 months ago
    Supervised Exponential Family Principal Component Analysis via Convex Optimization
    Download  www.cis.temple.edu
    Recently, supervised dimensionality reduction has been gaining attention, owing to the realization that data labels are often available and indicate important underlying structure...
    Yuhong Guo
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