Data imbalance is a significant factor affecting classification performance in computer vision.
In particular, data imbalance is harmful to classification learning and representation …

Real‐time structural damage detection is one of the main goals of establishing an effective
structural health monitoring system. However, due to the lack of training data for possible …

The Hardware Trojan (HT) is a deliberately inserted extra circuit, which is placed inside the
integrated circuits (ICs) during the design or production phase. It has the ability to extract …

Controller area network (CAN) bus anomaly detection on the Internet of Vehicles (IoV) is a
topic of ongoing interest and increasing importance, particularly as IoV becomes …

In this paper, we propose a novel method for transforming data into a low-dimensional
space optimized for one-class classification. The proposed method iteratively transforms …

Agricultural expansion as a main human activity has affected pollinator's habitat, causing
spatial distribution changes. Meanwhile, pollinators still provide pollination service to …

Current well-known data description methods such as Support Vector Data Description and
Small Sphere Large Margin are conducted with assumption that data samples of a class in …

A purposefully inserted additional circuit known as the Hardware Trojan (HT) is implanted
inside original integrated circuits during the designing or manufacturing stages. It has the …

Optimierungsansätze in dynamisch organisierten, kooperativen Systemen stehen oft vor
dem Problem, nicht auf ein statisches Optimierungsmodell zurückgreifen zu können. Im …

Support Vector Data Description (SVDD) describes data by using a hyper-sphere. In this
paper, we propose an extended SVDD (ESVDD) which describes data by using a hyper …