Processing

Please wait...

Settings

Settings

Goto Application

1. WO2019085750 - APPLICATION PROGRAM CONTROL METHOD AND APPARATUS, MEDIUM, AND ELECTRONIC DEVICE

Publication Number WO/2019/085750
Publication Date 09.05.2019
International Application No. PCT/CN2018/110519
International Filing Date 16.10.2018
IPC
G06K 9/62 2006.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62Methods or arrangements for recognition using electronic means
CPC
G05B 13/026
GPHYSICS
05CONTROLLING; REGULATING
BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
13Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
02electric
0205not using a model or a simulator of the controlled system
026using a predictor
G05B 13/027
GPHYSICS
05CONTROLLING; REGULATING
BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
13Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
02electric
0265the criterion being a learning criterion
027using neural networks only
G05B 2219/32193
GPHYSICS
05CONTROLLING; REGULATING
BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
2219Program-control systems
30Nc systems
32Operator till task planning
32193Ann, neural base quality management
G06F 9/44594
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
9Arrangements for program control, e.g. control units
06using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
44Arrangements for executing specific programs
445Program loading or initiating
44594Unloading
G06K 9/6269
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62Methods or arrangements for recognition using electronic means
6267Classification techniques
6268relating to the classification paradigm, e.g. parametric or non-parametric approaches
6269based on the distance between the decision surface and training patterns lying on the boundary of the class cluster, e.g. support vector machines
G06K 9/6277
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62Methods or arrangements for recognition using electronic means
6267Classification techniques
6268relating to the classification paradigm, e.g. parametric or non-parametric approaches
6277based on a parametric (probabilistic) model, e.g. based on Neyman-Pearson lemma, likelihood ratio, Receiver Operating Characteristic [ROC] curve plotting a False Acceptance Rate [FAR] versus a False Reject Rate [FRR]
Applicants
  • OPPO广东移动通信有限公司 GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP., LTD. [CN]/[CN]
Inventors
  • 梁昆 LIANG, Kun
Agents
  • 深圳翼盛智成知识产权事务所(普通合伙) ESSEN PATENT & TRADEMARK AGENCY
Priority Data
201711047050.531.10.2017CN
Publication Language Chinese (ZH)
Filing Language Chinese (ZH)
Designated States
Title
(EN) APPLICATION PROGRAM CONTROL METHOD AND APPARATUS, MEDIUM, AND ELECTRONIC DEVICE
(FR) PROCÉDÉ ET APPAREIL DE COMMANDE DE PROGRAMME D'APPLICATION, SUPPORT ET DISPOSITIF ÉLECTRONIQUE
(ZH) 应用程序管控方法、装置、介质及电子设备
Abstract
(EN)
The present application provides an application program control method and apparatus, a medium, and an electronic device. The method comprises: obtaining history feature information xi; generating a first training model by using a BP neural network algorithm, and generating a second training model by using a nonlinear support vector machine algorithm; when it is detected that an application program enters the background, computing the first training model and the second training model according to current feature information s of the application program; and then determining whether the application program needs to be closed.
(FR)
La présente invention concerne un procédé et un appareil de commande de programme d'application, un support et un dispositif électronique. Le procédé consiste : à obtenir des informations de caractéristiques d'historique xi ; à générer un premier modèle d'apprentissage au moyen d'un algorithme de réseau neuronal BP, et à générer un second modèle d'apprentissage au moyen d'un algorithme de machine à vecteur de support non linéaire; lorsqu'il est détecté qu'un programme d'application entre dans l'arrière-plan, à calculer le premier modèle d'apprentissage et le second modèle d'apprentissage en fonction des informations de caractéristiques actuelles s du programme d'application; puis à déterminer si le programme d'application doit être fermé.
(ZH)
本申请所提供的应用程序管控方法、装置、介质及电子设备,通过获取历史特征信息xi,采用BP神经网络算法生成第一训练模型,采用非线性支持向量机算法生成第二训练模型,当检测应用程序进入后台时,通过根据应用程序的当前特征信息s对第一训练模型和所述第二训练模型进行计算,进而判断所述应用程序是否需要关闭。
Latest bibliographic data on file with the International Bureau