Asset Details

  • Description:
  • Clustering performance based on loss function JKL<span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><msup><mi>J</mi><mrow><mi>K</mi><mi>L</mi></mrow></msup></mrow><annotation encoding="application/x-tex">J^{KL}</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.8413309999999999em;vertical-align:0em;"></span><span class="mord"><span class="mord mathdefault" style="margin-right:0.09618em;">J</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.8413309999999999em;"><span style="top:-3.063em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathdefault mtight" style="margin-right:0.07153em;">K</span><span class="mord mathdefault mtight">L</span></span></span></span></span></span></span></span></span></span></span></span>, the boldfaced and underlined are local and global optimal values, respectively
  • License:
  • Rights Managed
  • Rights Holder:
  • Springer Nature
  • License Rights Holder:
  • © Springer-Verlag London Ltd., part of Springer Nature 2018
  • Asset Type:
  • Image
  • Asset Subtype:
  • Table
  • Image Orientation:
  • Portrait
  • Image Dimensions:
  • 1024 x 2748
  • Image File Size:
  • 706 KB
  • Creator:
  • Zhicheng He, Jie Liu, Caihua Liu, Yuan Wang, Airu Yin, Yalou Huang
  • Credit:
  • He, Z., Liu, J., Liu, C., Wang, Y., Yin, A., & Huang, Y. (2018). Dropout non-negative matrix factorization. Knowledge and Information Systems, 60(2), 781-806. https://doi.org/10.1007/s10115-018-1259-x.
  • Collection:
  • Keywords:
  • Non-negative matrix factorization, Dropout, Dropout strategies, Dropout NMF, Independent feature learning
  • Restrictions:
  • Property Release:
  • No
  • Model Release:
  • No
  • Purchasable:
  • Yes
  • Sensitive Materials:
  • No
  • Article Authors:
  • Zhicheng He, Jie Liu, Caihua Liu, Yuan Wang, Airu Yin, Yalou Huang
  • Article Copyright Year:
  • 2018
  • Publication Volume:
  • 60
  • Publication Issue:
  • 2
  • Publication Date:
  • 09/05/2018
  • DOI:
  • https://doi.org/10.1007/s10115-018-1259-x

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