Ursula Neumann

According to our database, Ursula Neumann authored at least 7 papers between 2016 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Phi-Delta-Diagrams: Software Implementation of a Visual Tool for Assessing Classifier and Feature Performance.

Giuliano Armano, Alessandro Giuliani, Ursula Neumann, Nikolas Rothe, Dominik Heider

Mach. Learn. Knowl. Extr., 2019

FRI-Feature Relevance Intervals for Interpretable and Interactive Data Exploration.

Lukas Pfannschmidt, Christina Göpfert, Ursula Neumann, Dominik Heider, Barbara Hammer

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2019

2018

Stability and Accuracy Analysis of a Feature Selection Ensemble for Binary Classification in Biomedical Datasets.

Ursula Neumann

PhD thesis, 2018

2017

EFS: an ensemble feature selection tool implemented as R-package and web-application.

Ursula Neumann, Nikita Genze, Dominik Heider

BioData Min., 2017

2016

Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification.

Mona Riemenschneider, Robin Senge, Ursula Neumann, Eyke Hüllermeier, Dominik Heider

BioData Min., 2016

Compensation of feature selection biases accompanied with improved predictive performance for binary classification by using a novel ensemble feature selection approach.

Ursula Neumann, Mona Riemenschneider, Jan-Peter Sowa, Theodor Baars, Julia Kälsch, Ali Canbay, Dominik Heider

BioData Min., 2016

The EFS-Server: A Web-Application for Feature Selection in Binary Classification.

Ursula Neumann, Dominik Heider

Proceedings of the 2nd International Workshop on Knowledge Discovery on the WEB, 2016