Blaž Zupan

Career Trajectory

Research Cluster Map

Direct collaborators. Node size = influence, colour = community, dashed = past collaboration.

• Orange Lab: Lowering Barriers to Data Mining through Embedded Interactive Workflows

  arXiv (Cornell University) · 2026-06-08

• Orange Lab: Lowering Barriers to Data Mining through Embedded Interactive WorkflowsPreprint

  arXiv (Cornell University) · 2026-06-08

• Generating Statistical Charts with Validation-Driven LLM Workflows

  arXiv (Cornell University) · 2026-05-01

• Generating Statistical Charts with Validation-Driven LLM WorkflowsPreprint

  arXiv (Cornell University) · 2026-05-01

• Online tutorial on survival analysis for biomarker discovery

  PLoS Computational Biology · 2026-03-20

• Visual analytics framework for survival analysis and biomarker discovery from gene expression data

  PLoS ONE · 2026-03-20

• Orange-Volcanoes: A new open and collaborative platform to perform data-driven investigations and machine learning analyses in petrology and volcanology

  Applied Computing and Geosciences · 2025-08-05 · 2 citations

• Automated assignment grading with large language models: insights from a bioinformatics course

  Bioinformatics · 2025-07-01 · 13 citations

• Mutual suppression between mutations in the Dictyostelium Greenbeard pathway restores wild-type development

  BMC Genomics · 2025-06-05

• Large scale gene set ranking for survival-related gene sets

  Artificial Intelligence in Medicine · 2025-05-28 · 1 citations

• Visual analytics framework for survival analysis and biomarker discoveryPreprint

  bioRxiv (Cold Spring Harbor Laboratory) · 2025-05-17

• Orange-Volcanoes: A new open and collaborative platform to perform data-driven investigations and machine learning analyses in petrology and volcanologyPreprint

  2025-03-06

• Uncovering temporal patterns in visualizations of high-dimensional data

  Machine Learning · 2025-01-27 · 4 citations

• Introducing Orange-Volcanoes: a New Tool for Petrological, Geochemical, and Volcanological Data Mining

  2025-01-01

• Latent Embedding Based on a Transcription-Decay Decomposition of mRNA Dynamics Using Self-supervised CoxPH

  Lecture notes in computer science · 2025-01-01

• Hands-on training about data clustering with orange data mining toolbox

  PLoS Computational Biology · 2024-12-18 · 10 citations