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Πλοήγηση ανά Θέμα "Unsupervised clustering"

Αποτελέσματα 1-4 από 4

    • Enhancing Clustering of Single-Cell RNA-Seq Data by Proximity Learning on Random Projected Spaces 

      Vrahatis A.G., Dimitrakopoulos G.N., Tasoulis S.K., Plagianakos V.P. (2019)
      We are in the era of single-cell RNA sequencing technology, which offers a great potential for uncovering cellular differences with a higher resolution, shedding light in various complex biological processes and complex ...

    • Independent component clustering for skin lesions characterization 

      Tasoulis, S. K.; Doukas, C. N.; Maglogiannis, I.; Plagianakos, V. P. (2011)
      In this paper, we propose a clustering technique for the recognition of pigmented skin lesions in dermatological images. It is known that computer vision-based diagnosis systems have been used aiming mostly at the early ...

    • Skin lesions characterisation utilising clustering algorithms 

      Tasoulis, S. K.; Doukas, C. N.; Maglogiannis, I.; Plagianakos, V. P. (2010)
      In this paper we propose a clustering technique for the recognition of pigmented skin lesions in dermatological images. It is known that computer vision-based diagnosis systems have been used aiming mostly at the early ...

    • Unsupervised clustering and multi-optima evolutionary search 

      Plagianakos, V. P. (2014)
      This paper pursues a course of investigation of an approach to combine Evolutionary Computation and Data Mining for the location and computation of multiple local and global optima of an objective function. To accomplish ...