51 citations · 124 across the 9 of their papers we have counts for
3 papers · 1 filter
HiPart: Hierarchical Divisive Clustering Toolbox
Panagiotis Anagnostou, Sotiris Tasoulis, Vassilis Plagianakos +1
This paper presents the HiPart package, an open-source native python library that provides efficient and interpret-able implementations of divisive hierarchical clustering algorith…
Fast k-NN search
Ville Hyvönen, Teemu Pitkänen, Sotiris Tasoulis +5
Efficient index structures for fast approximate nearest neighbor queries are required in many applications such as recommendation systems. In high-dimensional spaces, many conventi…
Minimum Density Hyperplanes
Nicos G. Pavlidis, David P. Hofmeyr, Sotiris K. Tasoulis
Associating distinct groups of objects (clusters) with contiguous regions of high probability density (high-density clusters), is central to many statistical and machine learning a…