Call for papers

In conjunction with IEEE ICDM 2020 November 17-20, 2020, Sorrento, Italy

Deep Learning and Clustering (DLC)

In conjunction with IEEE ICDM 2020 November 17-20, 2020, Sorrento, Italy

This workshop intends to promote research at the intersection of deep learning and clustering, and its application to real-life data mining challenges. The workshop welcomes both high-quality academic (theoretical or empirical) and practical papers on unsupervised feature extraction for clustering and related work. For reference, here is a non-exclusive list of topics of interest:

Technical areas

• • Deep clustering models

  • Unsupervised feature learning

  • Deep network embedding

  • Manifold learning

  • Dimensionality reduction

  • Spectral data embedding

  • Mixtures models

  • Visualization

Application areas

In addition, to attract researchers from various communities, this workshop will encourage submissions on applications, especially those that motivates the development of deep clustering models, such as

• • Bioinformatics

  • Medicine

  • Recommendation Systems

  • Computer Vision

  • Information Retrieval

  • Natural Language Processing