Nov 4, 2020 � This paper proposes a hybrid one-class topology based on an approximate convex hull approach to solve the problem of anomaly detection over non-convex sets.
Nov 11, 2020 � However, this approach leads to misclassification when it is applied to non-convex sets. This paper proposes a hybrid one-class topology based�...
The boundary methods have presented successfully results in many one-class problems. Specifically convex hull approximations have offered good performance.
Nov 11, 2020 � ... non-convex sets. This paper proposes a hybrid one-class topology based on an approximate convex hull approach to solve the problem of�...
A Hybrid One-Class Topology for Non-convex Sets ; ISSN � 1611-3349, ; ISBN � 9783030617042 ; Year of publication � 2020 ; Volume � 12344 LNAI ; Pages � 341-349.
People also ask
What is convex set and non convex set?
A Hybrid One-Class Topology for Non-convex Sets ; ISSN � 1611-3349, ; ISBN � 9783030617042 ; A�o de publicaci�n � 2020 ; Volumen � 12344 LNAI ; P�ginas � 341-349.
This work proposes a new method that face this issue by implementing non-convex boundaries over each projection.
2020. A Hybrid One-Class Topology for Non-convex Sets. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and�...
Mar 8, 2022 � The present research is based on the implementation of one-class classifiers to detect anomalies in two industrial systems.
In this work, we consider a block-wise one-sided non-convex min-max problem, in which the minimization problem consists of multiple blocks and is non-convex,�...