Concepedia

Author

Nico Görnitz

Technische Universität BerlinORCID

Also Known As

Goernitz, Nico, Görnitz, Nico, Nico Gornitz, Nico Görnitz

31

Publications

489

Citations

13

H-Index

38

Concepts

All Affiliations

Technische Universität BerlinFraunhofer Institute for Production Systems and Design TechnologyKorea UniversityPetrobras (Brazil)Humboldt-Universität zu Berlin
NG

About

Nico Görnitz is an author at Technische Universität Berlin specializing in engineering, data science, and pattern recognition.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

6

6

191

2

Computer Science

5

5

173

3

Arts

1

1

13

4

Social Sciences

1

1

13

5

Cognitive Science

1

1

13

Nico Görnitz

×

13

Publications

382

Citations

12

H-Index

YearCitations

Active learning for network intrusion detection

Nico Görnitz, Marius Kloft, Konrad Rieck,

2009

79

DeepCOMBI: explainable artificial intelligence for the analysis and discovery in genome-wide association studies

Bettina Mieth, Alexandre Rozier, Juan Antonio Rodríguez,

NAR Genomics and Bioinformatics

2021

63

Support Vector Data Descriptions and $k$ -Means Clustering: One Class?

Nico Görnitz, Luiz Alberto Lima, Klaus‐Robert Müller,

IEEE Transactions on Neural Networks and Learning Systems

2017

37

Ensembles of Lasso Screening Rules

Seunghak Lee, Nico Görnitz, Eric P. Xing,

IEEE Transactions on Pattern Analysis and Machine Intelligence

2017

33

Deep Semi-Supervised Anomaly Detection

Lukas Ruff, Robert A. Vandermeulen, Nico Görnitz,

arXiv (Cornell University)

2019

31

Using transfer learning from prior reference knowledge to improve the clustering of single-cell RNA-Seq data

Bettina Mieth, James R.F. Hockley, Nico Görnitz,

Scientific Reports

2019

30

Feature Importance Measure for Non-linear Learning Algorithms

Marina M.-C. Vidovic, Nico Görnitz, Klaus‐Robert Müller,

arXiv (Cornell University)

2016

24

Porosity estimation by semi-supervised learning with sparsely available labeled samples

Luiz Alberto Lima, Nico Görnitz, Luiz Eduardo Seabra Varella,

Computers & Geosciences

2017

18

Efficient Algorithms for Exact Inference in Sequence Labeling SVMs

Alexander Bauer, Nico Görnitz, Franziska Biegler,

IEEE Transactions on Neural Networks and Learning Systems

2013

17

Oqtans: the RNA-seq workbench in the cloud for complete and reproducible quantitative transcriptome analysis

Vipin T. Sreedharan, Sebastian J. Schultheiß, Géraldine Jean,

Bioinformatics

2014

14

Page 1