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    KDD
    2006
    ACM
    201views Data Mining» more  KDD 2006»
    Clustering based large margin classification: a scalable approach using SOCP formulation
    14 years 8 months ago
    Clustering based large margin classification: a scalable approach using SOCP formulation
    Download  drona.csa.iisc.ernet.in
    This paper presents a novel Second Order Cone Programming (SOCP) formulation for large scale binary classification tasks. Assuming that the class conditional densities are mixture...
    J. Saketha Nath, Chiranjib Bhattacharyya, M. Naras...
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    SIGIR
    2004
    ACM
    132views Information Technology» more  SIGIR 2004»
    On scaling latent semantic indexing for large peer-to-peer systems
    14 years 29 days ago
    On scaling latent semantic indexing for large peer-to-peer systems
    Download  old.tel.fer.hr
    The exponential growth of data demands scalable infrastructures capable of indexing and searching rich content such as text, music, and images. A promising direction is to combine...
    Chunqiang Tang, Sandhya Dwarkadas, Zhichen Xu
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    BMCBI
    2007
    207views more  BMCBI 2007»
    Discovering biomarkers from gene expression data for predicting cancer subgroups using neural networks and relational fuzzy clus
    13 years 7 months ago
    Discovering biomarkers from gene expression data for predicting cancer subgroups using neural networks and relational fuzzy clus
    Download  www.biomedcentral.com
    Background: The four heterogeneous childhood cancers, neuroblastoma, non-Hodgkin lymphoma, rhabdomyosarcoma, and Ewing sarcoma present a similar histology of small round blue cell...
    Nikhil R. Pal, Kripamoy Aguan, Animesh Sharma, Shu...
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    CEC
    2009
    IEEE
    94views Artificial Intelligence» more  CEC 2009»
    Differential evolution: Difference vectors and movement in solution space
    14 years 7 days ago
    Differential evolution: Difference vectors and movement in solution space
    Download  www.ict.swin.edu.au
    Abstract—In the commonly used DE/rand/1 variant of differential evolution the primary mechanism of generating new solutions is the perturbation of a randomly selected point by a ...
    James Montgomery
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    PAKDD
    2005
    ACM
    111views Data Mining» more  PAKDD 2005»
    Training Support Vector Machines Using Greedy Stagewise Algorithm
    14 years 1 months ago
    Training Support Vector Machines Using Greedy Stagewise Algorithm
    Download  ttic.uchicago.edu
    Abstract. Hard margin support vector machines (HM-SVMs) have a risk of getting overfitting in the presence of the noise. Soft margin SVMs deal with this
    Liefeng Bo, Ling Wang, Licheng Jiao
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