Ursula Neumann

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 7

Top Topics

Binary Classification

Data Exploration

Drug Resistance

Feature Relevance

Top Venues

Technical University Munich, Germany (PHD)

Education History

Technical University Munich, Germany

PHD

Publications

Giuliano Armano, Alessandro Giuliani, Ursula Neumann, Nikolas Rothe, Dominik Heider
Phi-Delta-Diagrams: Software Implementation of a Visual Tool for Assessing Classifier and Feature Performance. Mach. Learn. Knowl. Extr. 1 (1) (2019)
Lukas Pfannschmidt, Christina Göpfert, Ursula Neumann, Dominik Heider, Barbara Hammer
FRI-Feature Relevance Intervals for Interpretable and Interactive Data Exploration. CIBCB (2019)
Lukas Pfannschmidt, Christina Göpfert, Ursula Neumann, Dominik Heider, Barbara Hammer
FRI - Feature Relevance Intervals for Interpretable and Interactive Data Exploration. CoRR (2019)
Ursula Neumann, Nikita Genze, Dominik Heider
EFS: an ensemble feature selection tool implemented as R-package and web-application. BioData Min. 10 (1) (2017)
Ursula Neumann, Mona Riemenschneider, Jan-Peter Sowa, Theodor Baars, Julia Kälsch, Ali Canbay, Dominik Heider
Compensation of feature selection biases accompanied with improved predictive performance for binary classification by using a novel ensemble feature selection approach. BioData Min. 9 (2016)
Ursula Neumann, Dominik Heider
The EFS-Server: A Web-Application for Feature Selection in Binary Classification. KDWeb (2016)
Mona Riemenschneider, Robin Senge, Ursula Neumann, Eyke Hüllermeier, Dominik Heider
Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification. BioData Min. 9 (2016)