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Can I read Minimal Spanning Tree-based Isolation Forest with Anomaly Score Function Built on the Basis of Fuzzy Rules on EtoBox?
Minimal Spanning Tree-based Isolation Forest with Anomaly Score Function Built on the Basis of Fuzzy Rules by Łukasz Gałka; Paweł Karczmarek is a Computer Science article available to read on EtoBox.
What is Minimal Spanning Tree-based Isolation Forest with Anomaly Score Function Built on the Basis of Fuzzy Rules about?
We propose innovative score evaluation function for MSTBIF method. • We introduce fuzzy rules in the Takagi-Sugeno model for score evaluation. • The proposed solution has been tested on 26 real world datasets. • The results of MSTBIF-TS indicate its high effectiveness in anomaly detection.
Who reads Minimal Spanning Tree-based Isolation Forest with Anomaly Score Function Built on the Basis of Fuzzy Rules?
It is typically read by researchers, students, and practitioners in Computer Science.
- Author
- Łukasz Gałka; Paweł Karczmarek
- Publisher
- Elsevier BV
- Published
- 2023
- Language
- EN
- Field
- Computer Science (Physical Sciences)