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List of works by Janez Demšar

A combinatorial approach to graphlet counting.

scientific article published on 11 December 2013

Assessment of machine learning reliability methods for quantifying the applicability domain of QSAR regression models.

scientific article published on 11 February 2014

Classification of ischaemic episodes with ST/HR diagrams

scientific article published on January 1, 2012

Combinatorial algorithm for counting small induced graphs and orbits ⬇️

scientific article

Democratized image analytics by visual programming through integration of deep models and small-scale machine learning

scientific article published on 07 October 2019

Does replication groups scoring reduce false positive rate in SNP interaction discovery?

scientific article

Epistasis analysis with global transcriptional phenotypes

article

Finding Patterns in Class-Labeled Data Using Data Visualization

scholarly article

FragViz: visualization of fragmented networks

scientific article

FreeViz--an intelligent multivariate visualization approach to explorative analysis of biomedical data.

scientific article

GenePath: a system for automated construction of genetic networks from mutant data

scientific article

GenePath: a system for inference of genetic networks and proposal of genetic experiments.

scientific article published in September 2003

GenePath: from mutations to genetic networks and back

scientific article

Letters to the Editor

Low prevalence of active COVID-19 in Slovenia: a nationwide population study on a probability-based sample

scientific article published on 17 July 2020

Microarray data mining with visual programming.

scientific article

Nomograms for Visualization of Naive Bayesian Classifier

scientific article published in 2004

Nomograms for visualizing support vector machines

scholarly article published 2005

Open-source tools for data mining

scientific article

Orange: From Experimental Machine Learning to Interactive Data Mining

scholarly article by Janez Demšar et al published 2004 in Lecture Notes in Computer Science

Orange: data mining toolbox in Python ⬇️

scholarly article by Janez Demšar et al published August 2013 in Journal of Machine Learning Research

Predictive model for estimating risk of crush syndrome: a data mining approach

scientific article

Visualization-based cancer microarray data classification analysis

scientific article

scOrange-a tool for hands-on training of concepts from single-cell data analytics

scientific article published on 01 July 2019

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