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Parcourir par sujet "Hier-archical clustering"

Voici les éléments 1-3 de 3

    • Density based projection pursuit clustering 

      Tasoulis, S. K.; Epitropakis, M. G.; Plagianakos, V. P.; Tasoulis, D. K. (2012)
      Clustering of high dimensional data is a very important task in Data Mining. In dealing with such data, we typically need to use methods like Principal Component Analysis and Projection Pursuit, to find interesting lower ...

    • 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 ...

    • Query Driven Data Subspace Mapping 

      Fountas P., Papathanasaki M., Kolomvatsos K., Anagnostopoulos C. (2022)
      The increased use of multiple types of smart devices in several application domains, opens the pathways for the collection of humongous volumes of data. At the same time, the need for processing of only a subset of these ...