Nico Görnitz

Active learning for network intrusion detection

Nico Görnitz, Marius Kloft, Konrad Rieck et al. · 2009 · 79 citations

Artificial Intelligence, Anomaly Detection, Machine Learning +14

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

Bettina Mieth, Alexandre Rozier, Juan Antonio Rodríguez et al. · NAR Genomics and Bioinformatics · 2021 · 63 citations · Full text

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

Nico Görnitz, Luiz Alberto Lima, Klaus‐Robert Müller et al. · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 37 citations

Ensembles of Lasso Screening Rules

Seunghak Lee, Nico Görnitz, Eric P. Xing et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 33 citations · Full text

Engineering, Machine Learning, Feature Selection +21

Deep Semi-Supervised Anomaly Detection

Lukas Ruff, Robert A. Vandermeulen, Nico Görnitz et al. · arXiv (Cornell University) · 2019 · 31 citations · Full text

Machine Vision, Machine Learning, Data Science +13