Concepedia

Michael Heigl

MH

4

Publications

101

Citations

4

H-Index

2017

Active since

Affiliations

Deggendorf Institute of Technology(Current)

University of West Bohemia in Pilsen

Michael Heigl is an author at Deggendorf Institute of Technology specializing in knowledge discovery, computer science, and data science.

Top concepts

ManagementData MiningEngineeringData ScienceComputer ScienceMachine LearningAnomaly DetectionKnowledge DiscoveryMining MethodsStreaming Data

Publications per year

2017–2021

4

Publications

4

On the Improvement of the Isolation Forest Algorithm for Outlier Detection with Streaming Data

Michael Heigl, K. Anand, Andreas Urmann et al. · Electronics · 2021 · 58 citations · Full text

Anomaly Detection, Machine Learning, Engineering +19

Comparison of Supervised, Semi-supervised and Unsupervised Learning Methods in Network Intrusion Detection System (NIDS) Application

Nari Sivanandam Arunraj, Robert Hable, Michael Fernandes et al. · Anwendungen und Konzepte der Wirtschaftsinformatik · 2017 · 21 citations · Full text

Anomaly Detection, Machine Learning, Engineering +19

Unsupervised Feature Selection for Outlier Detection on Streaming Data to Enhance Network Security

Michael Heigl, Enrico Weigelt, Dalibor Fiala et al. · Applied Sciences · 2021 · 12 citations · Full text

Anomaly Detection, Mining Methods, Data Science +14

Exploiting the Outcome of Outlier Detection for Novel Attack Pattern Recognition on Streaming Data

Michael Heigl, Enrico Weigelt, Andreas Urmann et al. · Electronics · 2021 · 10 citations · Full text

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