Nicola Pezzotti

Software Engineer and Researcher in Visual Data Mining and Machine Learning

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Publications

2018

  • N. Pezzotti, JD Fekete, T. Höllt, J. van Gemert, B.P.F. Lelieveldt, E. Eisemann, A. Vilanova. Multiscale Visualization and Exploration of Large Bipartite Graphs, Computer Graphics Forum (Proc. of EuroVis), 2018. PDF, Video.
  • N. Pezzotti, A. Mordvintsev, T. Höllt, J. van Gemert, B.P.F. Lelieveldt, E. Eisemann, A. Vilanova. Linear tSNE optimization for the Web, ArXiV preprint, 2018. PDF, Demo, Google AI post

  • N. Li, V. van Unen, T. Höllt, A. Thompson, J. van Bergen, N. Pezzotti, E. Eisemann, A. Vilanova, S. Chuva de Sousa Lopes, B. Lelieveldt, F. Koning Mass cytometry reveals innate lymphoid cell differentiation pathways in the human fetal intestine, Journal of Experimental Medicine, 2018.

  • W.M. Abdelmoula, N. Pezzotti, T. Hölt, J. Dijkstra, A. Vilanova, L. A. McDonnell, B. P.F. Lelieveldt. Interactive Visual Exploration of 3D Mass Spectrometry Imaging Data Using Hierarchical Stochastic Neighbor Embedding Reveals Spatiomolecular Structures at Full Data Resolution. Journal of Proteome Research, 2018. PDF
  • N. Pezzotti, T. Höllt, J. van Gemert, B.P.F. Lelieveldt, E. Eisemann, A. Vilanova. DeepEyes: Progressive Visual Analytics for Designing Deep Neural Networks. Transaction on Visualization and Computer Graphics (Proceedings of IEEE VIS 2017), 2018. PDF, Video
  • T. Höllt, N. Pezzotti, V. van Unen, F. Koning, B.P.F. Lelieveldt, A. Vilanova. CyteGuide: Visual Guidance for Hierarchical Single-Cell Analysis. Transaction on Visualization and Computer Graphics (Proceedings of IEEE VIS 2017), 2018. Website
  • V. van Unen*, T. Hollt*, N. Pezzotti*, N. Li, M. J.T. Reinders, E. Eisemann, A. Vilanova, F. Koning, B. P.F. Lelieveldt. Visual analysis of mass cytometry data by hierarchical stochastic neighbour embedding reveals rare cell types. Nature Communications, 2018. Website PDF

2017

  • N. Pezzotti, B.P.F. Lelieveldt, L. van der Maaten, T. Höllt, E. Eisemann, and A. Vilanova. Approximated and User Steerable tSNE for Progressive Visual Analytics. Transaction on Visualization and Computer Graphics (Presented at IEEE VIS 2016), 2017. PDF, Suppl. Mat., Video I, Video II, Video III
  • S.M.H. Huisman, B. van Lew, A. Mahfouz, N. Pezzotti, T. Höllt, L. Michielsen, A. Vilanova, M.J.T. Reinders, B.P.F. Lelieveldt. BrainScope: interactive visual exploration of the spatial and temporal human brain transcriptome. Nucleic Acids Research, 2017. PDF, Suppl. Mat.

2016

  • N. Pezzotti, T. Höllt, B.P.F. Lelieveldt, E. Eisemann, A. Vilanova. Hierarchical Stochastic Neighbor Embedding. Computer Graphics Forum (Proc. of EuroVis), 2016. PDF, Suppl. Mat., Video, Slides
  • T. Höllt, N. Pezzotti, V. van Unen, F. Koning, E. Eisemann, B.P.F. Lelieveldt, A. Vilanova. Cytosplore: Interactive Immune Cell Phenotyping for Large Single-Cell Datasets. Computer Graphics Forum (Proc. of EuroVis), 2016. PDF
  • R. Georgia Raidou, H. J. Kuijf, N. Sepasian, N. Pezzotti, W. H Bouvy, M. Breeuwer, A. Vilanova. Employing Visual Analytics to Aid the Design of White Matter Hyperintensity Classifiers. Medical Image Computing and Computer Assisted Intervention (MICCAI 2016), 2016. PDF

2015

  • M. Centin, N. Pezzotti, A. Signoroni. Poisson-driven seamless completion of triangular meshes. Computer Aided Geometric Design 35 (2015). PDF, Slides, Bibtex

2013

  • F. Bonarrigo, N. Pezzotti, A. Signoroni. On-the-fly automatic alignment and global registration of free-path collected 3D scans. 2013 Digital Heritage International Congress. PDF

2012

  • N. Pezzotti, F. Bonarrigo, A. Signoroni. Boosting the Computational Performance of Feature-Based Multiple 3D Scan Alignment by iat-k-means Clustering. 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT, now 3DV). PDF