221 citations · 305 across the 4 of their papers we have counts for
5 papers
Explainable Point-Based Document Visualizations
Primož Godec, Nikola Ðukić, Ajda Pretnar +3
Two-dimensional data maps can visually reveal information about the relations between data instances. Popular techniques to construct data maps are t-SNE and UMAP. The resulting po…
RICERCANDO: Data Mining Toolkit for Mobile Broadband Measurements
Veljko Pejovic, Ivan Majhen, Miha Janez +1
Increasing reliance on mobile broadband (MBB) networks for communication, vehicle navigation, healthcare, and other critical purposes calls for improved monitoring and troubleshoot…
NIMFA: A Python Library for Nonnegative Matrix Factorization
Marinka Zitnik, Blaz Zupan
NIMFA is an open-source Python library that provides a unified interface to nonnegative matrix factorization algorithms. It includes implementations of state-of-the-art factorizati…
Jumping across biomedical contexts using compressive data fusion
Marinka Zitnik, Blaz Zupan
Motivation: The rapid growth of diverse biological data allows us to consider interactions between a variety of objects, such as genes, chemicals, molecular signatures, diseases, p…
Data Fusion by Matrix Factorization
Marinka Žitnik, Blaž Zupan
For most problems in science and engineering we can obtain data sets that describe the observed system from various perspectives and record the behavior of its individual component…