Concepedia

Gürsel Serpen

GS

35

Publications

1.1K

Citations

17

H-Index

1997

Active since

Affiliations

University of Toledo(Current)

University of Toledo Medical Center

Gürsel Serpen is an author at University of Toledo specializing in engineering, computer science, and pattern recognition.

Top concepts

EngineeringComputer SciencePattern RecognitionMachine LearningData ScienceSystems EngineeringComputer EngineeringData MiningBiometricsStatistics

Publications per year

1997–2023

35

Publications

35

Application of Machine Learning Algorithms to KDD Intrusion Detection Dataset within Misuse Detection Context.

Maheshkumar Sabhnani, Gürsel Serpen · 2003 · 246 citations

Why machine learning algorithms fail in misuse detection on KDD intrusion detection data set

Maheshkumar Sabhnani, Gürsel Serpen · Intelligent Data Analysis · 2004 · 150 citations

Anomaly Detection, Machine Learning, Data Science +14

Host-based misuse intrusion detection using PCA feature extraction and kNN classification algorithms

Gürsel Serpen, Ehsan Aghaei · Intelligent Data Analysis · 2018 · 74 citations

Complexity Analysis of Multilayer Perceptron Neural Network Embedded into a Wireless Sensor Network

Gürsel Serpen, Zhenning Gao · Procedia Computer Science · 2014 · 67 citations · Full text

Complexity Analysis, Engineering, Sensor Signal Processing +12

<scp>UNSW‐NB15</scp> computer security dataset: Analysis through visualization

Zeinab Zoghi, Gürsel Serpen · Security and Privacy · 2023 · 44 citations · Full text

Engineering, Information Security, Visualization Method +20

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