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    IMECS
    2007
    187views Theoretical Computer Science» more  IMECS 2007»
    Support Vector Machine for Cardiac Beat Detection in Single Lead Electrocardiogram
    13 years 11 months ago
    Support Vector Machine for Cardiac Beat Detection in Single Lead Electrocardiogram
    Download  www.iaeng.org
    — Among all ECG components, QRS complex is the most significant feature. Entropy based method for the detection of QRS complexes (cardiac beat) in the single lead Electrocardiogr...
    Sarabjeet Singh Mehta, Nitin Shivappa Lingayat
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    NAACL
    2007
    142views Computational Linguistics» more  NAACL 2007»
    Semi-Supervised Learning for Semantic Parsing using Support Vector Machines
    13 years 11 months ago
    Semi-Supervised Learning for Semantic Parsing using Support Vector Machines
    Download  www.cs.utexas.edu
    We present a method for utilizing unannotated sentences to improve a semantic parser which maps natural language (NL) sentences into their formal meaning representations (MRs). Gi...
    Rohit J. Kate, Raymond J. Mooney
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    ICONIP
    2004
    149views Information Technology» more  ICONIP 2004»
    Content-Based Video Classification Using Support Vector Machines
    13 years 11 months ago
    Content-Based Video Classification Using Support Vector Machines
    Download  www.columbia.edu
    Abstract. In this paper, we investigate the problem of video classification into predefined genre. The approach adopted is based on spatial and temporal descriptors derived from sh...
    Vakkalanka Suresh, C. Krishna Mohan, R. Kumara Swa...
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    ICONIP
    2004
    130views Information Technology» more  ICONIP 2004»
    Outliers Treatment in Support Vector Regression for Financial Time Series Prediction
    13 years 11 months ago
    Outliers Treatment in Support Vector Regression for Financial Time Series Prediction
    Download  www.cse.cuhk.edu.hk
    Recently, the Support Vector Regression (SVR) has been applied in the financial time series prediction. The financial data are usually highly noisy and contain outliers. Detecting ...
    Haiqin Yang, Kaizhu Huang, Laiwan Chan, Irwin King...
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    NIPS
    2004
    142views Information Technology» more  NIPS 2004»
    The Entire Regularization Path for the Support Vector Machine
    13 years 11 months ago
    The Entire Regularization Path for the Support Vector Machine
    Download  jmlr.csail.mit.edu
    The support vector machine (SVM) is a widely used tool for classification. Many efficient implementations exist for fitting a two-class SVM model. The user has to supply values fo...
    Trevor Hastie, Saharon Rosset, Robert Tibshirani, ...
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