WO2023057247 - DETECTION AND REPRESENTATION OF DECISION REGIONS GENERATED BY CLASSIFICATION ALGORITHM
National phase entry is expected:
Publication Number
WO/2023/057247
Publication Date
13.04.2023
International Application No.
PCT/EP2022/076645
International Filing Date
26.09.2022
Title **
[English]
DETECTION AND REPRESENTATION OF DECISION REGIONS GENERATED BY CLASSIFICATION ALGORITHM
[French]
DÉTECTION ET REPRÉSENTATION DE RÉGIONS DE DÉCISION GÉNÉRÉES PAR UN ALGORITHME DE CLASSIFICATION
Applicants **
SIEMENS AKTIENGESELLSCHAFT
Werner-von-Siemens-Straße 1
80333 München, DE
Inventors
HANGAUER, Andreas
Schlörstraße 28
80634 München, DE
LEBACHER, Michael
Ebner-Eschenbach-Str. 1
84513 Töging am Inn, DE
Priority Data
21201358.5
07.10.2021
EP
Application details
| Total Number of Claims/PCT | * |
| Number of Independent Claims | * |
| Number of Priorities | * |
| Number of Multi-Dependent Claims | * |
| Number of Drawings | * |
| Pages for Publication | * |
| Number of Pages with Drawings | * |
| Pages of Specification | * |
| * | |
| * | |
International Searching Authority |
EPO
* |
| Applicant's Legal Status |
Legal Entity
* |
| * | |
| * | |
| * | |
| * | |
| Entry into National Phase under |
Chapter I
* |
| Translation |
|
Recalculate
* The data is based on automatic recognition. Please verify and amend if necessary.
** IP-Coster compiles data from publicly available sources. If this data includes your personal information, you can contact us to request its removal.
Quotation for National Phase entry
| Country | Stages | Total | |
|---|---|---|---|
| China | Filing | 1103 | |
| EPO | Filing, Examination | 4633 | |
| Japan | Filing | 595 | |
| South Korea | Filing | 574 | |
| USA | Filing, Examination | 2710 |
Total: 9615 USD
The term for entry into the National Phase has expired. This quotation is for informational purposes only
Abstract[English]
The invention discloses an automated method for detecting decision regions of a classification algorithm to improve supervised classification, comprising: - providing measured sensor data as initial data, - classifying the initial data by means of the classification algorithm, - randomly generating further data around the initial data based on a probability distribution, - classifying the further data by means of the classification algorithm, - detecting decision regions by means of a data clustering algorithm, whereby each decision region contains initial and further data of only one class. Uses of the disclosed method and a related system are disclosed as well.[French]
L'invention concerne un procédé automatisé pour détecter des régions de décision d'un algorithme de classification afin d'améliorer une classification supervisée, comprenant : - la fourniture de données de capteur mesurées à titre de données initiales, - la classification des données initiales au moyen de l'algorithme de classification, - la génération aléatoire de données supplémentaires autour des données initiales sur la base d'une distribution de probabilité, - la classification des données supplémentaires au moyen de l'algorithme de classification, - la détection de régions de décision au moyen d'un algorithme de segmentation de données, chaque région de décision contenant des données initiales et supplémentaires d'une seule classe. L'invention concerne également des utilisations du procédé décrit, ainsi qu'un système associé.