Pavlin G. Policar

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Dimensionality Reduction

Laplacian Eigenmaps

Hands On Training

Top Venues

Publications

Pavlin G. Policar, Martin Strazar, Blaz Zupan
Library for t-SNE Dimensionality Reduction and Embedding. J. Stat. Softw. 109 (3) (2024)
Pavlin G. Policar, Blaz Zupan
VERA: Generating Visual Explanations of Two-Dimensional Embeddings via Region Annotation. CoRR (2024)
Pavlin G. Policar, Blaz Zupan
Visualizing High-Dimensional Temporal Data Using Direction-Aware t-SNE. CoRR (2024)
Pavlin G. Policar, Martin Strazar, Blaz Zupan
Embedding to reference t-SNE space addresses batch effects in single-cell classification. Mach. Learn. 112 (2) (2023)
Pavlin G. Policar, Blaz Zupan
Refining Temporal Visualizations Using the Directional Coherence Loss. DS (2023)
Pavlin G. Policar, Dalibor Stanimirovic, Blaz Zupan
Nation-Wide ePrescription Data Reveals Landscape of Physicians and Their Drug Prescribing Patterns in Slovenia. AIME (2023)
Pavlin G. Policar, Martin Strazar, Blaz Zupan
Embedding to Reference t-SNE Space Addresses Batch Effects in Single-Cell Classification. DS (2019)
Martin Strazar, Lan Zagar, Jaka Kokosar, Vesna Tanko, Ales Erjavec, Pavlin G. Policar, Anze Staric, Janez Demsar, Gad Shaulsky, Vilas Menon, Andrew Lemire, Anup Parikh, Blaz Zupan
scOrange - a tool for hands-on training of concepts from single-cell data analytics. Bioinform. 35 (14) (2019)