Newton method-based subspace support vector data description
In this paper, we present an adaptation of Newton's method for the optimization of Subspace
Support Vector Data Description (S-SVDD). The objective of S-SVDD is to map the original …
Support Vector Data Description (S-SVDD). The objective of S-SVDD is to map the original …
Credit card fraud detection with subspace learning-based one-class classification
In an increasingly digitalized commerce landscape, the proliferation of credit card fraud and
the evolution of sophisticated fraudulent techniques have led to substantial financial losses …
the evolution of sophisticated fraudulent techniques have led to substantial financial losses …
Malware Detection with Subspace Learning-based One-Class Classification
Detecting malware is crucial for ensuring the security of computer systems. Traditional
machine learning models face challenges in effectively detecting malware, mainly due to the …
machine learning models face challenges in effectively detecting malware, mainly due to the …
Audio-based Anomaly Detection in Industrial Machines Using Deep One-Class Support Vector Data Description
The frequent breakdowns and malfunctions of industrial equipment have driven increasing
interest in utilizing cost-effective and easy-to-deploy sensors, such as microphones, for …
interest in utilizing cost-effective and easy-to-deploy sensors, such as microphones, for …
Hyperspectral Image Classification Using Hybrid Swarm Feature Selection and Ensemble Classifier.
MK Hussein, LT ALkahla… - Ingénierie des Systèmes …, 2024 - search.ebscohost.com
In the realm of hyperspectral image (HSI) classification, the selection of appropriate features
and spectral-spatial information holds significant importance. Hyperspectral remote sensors …
and spectral-spatial information holds significant importance. Hyperspectral remote sensors …
[PDF][PDF] Credit Card Fraud Detection using One-Class Classification Algorithms
Z Zaffar - 2023 - trepo.tuni.fi
Master's thesis Tampere University Master's Degree Program in Statistical Data Analytics
September 2023 Similar to most things in everyday life, the advent of payment cards also …
September 2023 Similar to most things in everyday life, the advent of payment cards also …
A Process Monitoring Model Based on Data Whitening and Dynamic Radius Support Vector Data Description Method
C Weilong, Y Yinghua - 2023 China Automation Congress …, 2023 - ieeexplore.ieee.org
Due to the large number of equipment and complex technical processes involved in
industrial production, various faults are inevitable during the production process, which may …
industrial production, various faults are inevitable during the production process, which may …