PE20100832A1 - Un metodo y sistema de analisis y sintesis de datos - Google Patents

Un metodo y sistema de analisis y sintesis de datos

Info

Publication number
PE20100832A1
PE20100832A1 PE2010000275A PE2010000275A PE20100832A1 PE 20100832 A1 PE20100832 A1 PE 20100832A1 PE 2010000275 A PE2010000275 A PE 2010000275A PE 2010000275 A PE2010000275 A PE 2010000275A PE 20100832 A1 PE20100832 A1 PE 20100832A1
Authority
PE
Peru
Prior art keywords
data
series
covariance
covariance function
stored
Prior art date
Application number
PE2010000275A
Other languages
English (en)
Inventor
Arman Melkumyan
Fabio Tozeto Ramos
Original Assignee
Univ Sydney
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from AU2009902150A external-priority patent/AU2009902150A0/en
Application filed by Univ Sydney filed Critical Univ Sydney
Publication of PE20100832A1 publication Critical patent/PE20100832A1/es

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/27—Regression, e.g. linear or logistic regression

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Medical Informatics (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Analysing Materials By The Use Of Radiation (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Testing And Monitoring For Control Systems (AREA)

Abstract

DICHO SISTEMA INCLUYE: i) EL ALMACENAMIENTO DE DATOS CON UNA FUNCION DE COVARIANZA DE TAREAS MULTIPLES E HIPERPARAMETROS ASOCIADOS; ii) UN PROCESADOR DE EVALUACION EN RELACION CON EL ALMACENAMIENTO DE DATOS QUE LLEVA A CABO LA REGRESION MEDIANTE EL USO DE DATOS DE MUESTRA ALMACENADOS Y LA FUNCION DE COVARIANZA DE TAREAS MULTIPLES; Y iii) SINTETIZA LOS DATOS DE PREDICCION PARA EL USO DE UNA PANTALLA GRAFICA O CONTROL DIGITAL. DICHO METODO INCLUYE: a) MEDIR LA PRIMERA CANTIDAD Y AL MENOS OTRA SEGUNDA CANTIDAD DENTRO DE UN DOMINIO DE INTERES PARA GENERAR LA PRIMERA Y SEGUNDA SERIE DE DATOS MUESTREADOS; b) ALMACENAR LAS SERIES DE DATOS MUESTREADOS; c) SELECCIONAR LA PRIMERA Y SEGUNDA FUNCION DE COVARIANZA ESTACIONARIAS PARA LA APLICACION A LA PRIMERA Y LA SEGUNDA SERIES DE DATOS; d) DETERMINAR UNA FUNCION DE COVARIANZA DE TAREAS MULTIPLES DETERMINADA A PARTIR DE LA PRIMERA Y LA SEGUNDA FUNCION DE COVARIANZA SELECCIONADAS; e) ENTRENAR UN PROCESO DE TAREAS MULTIPLES MEDIANTE EL CALCULO Y ALMACENAMIENTO DE LOS VALORES DE HIPERPARAMETROS OPTIMIZADOS ASOCIADOS CON LA FUNCION DE COVARIANZA DE TAREAS MULTIPLES MEDIANTE EL EMPLEO DE LA PRIMERA Y LA SEGUNDA SERIES DE DATOS ALMACENADOS; Y f) REALIZAR LA REGRESION DEL PROCEOS MEDIANTE EL EMPLEO DE LA FUNCION DE COVARIANZA DE TAREAS MULTIPLES, HIPERPARAMETROS CALCULADOS Y ALMACENADOS Y SERIES DE DATOS ALMACENADOS PARA PREDECIR LOS VALORES DESCONOCIDOS DE LA PRIMERA CANTIDAD DENTRO DEL DOMINIO DE INTERES
PE2010000275A 2009-05-13 2010-05-13 Un metodo y sistema de analisis y sintesis de datos PE20100832A1 (es)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
AU2009902150A AU2009902150A0 (en) 2009-05-13 A method and system for data analysis and synthesis
AU2010901867A AU2010901867A0 (en) 2010-04-30 A method and system for data analysis and synthesis

Publications (1)

Publication Number Publication Date
PE20100832A1 true PE20100832A1 (es) 2011-01-20

Family

ID=43070440

Family Applications (1)

Application Number Title Priority Date Filing Date
PE2010000275A PE20100832A1 (es) 2009-05-13 2010-05-13 Un metodo y sistema de analisis y sintesis de datos

Country Status (7)

Country Link
US (1) US8438121B2 (es)
AU (1) AU2010201891B2 (es)
BR (1) BRPI1003189A2 (es)
CA (1) CA2704107A1 (es)
CL (1) CL2010000485A1 (es)
PE (1) PE20100832A1 (es)
WO (1) WO2010129998A1 (es)

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US9721211B2 (en) 2011-06-01 2017-08-01 Bae Systems Plc System and method for sensor data processing to determine position of a vehicle
US9367819B2 (en) 2011-06-01 2016-06-14 Bae Systems Plc Sensor data processing
US20130253968A1 (en) * 2012-03-26 2013-09-26 David Frederick Martinez Facility control system (fcs, c1) to manage assets planning, design, construction, fabrication, operating, maintence and products
BR112014031922B1 (pt) * 2012-06-18 2022-03-15 Technological Resources Pty. Limited Sistemas e métodos para processar dados geofísicos
WO2014005188A1 (en) 2012-07-06 2014-01-09 Technological Resources Pty Ltd A method of, and a system for, drilling to a position relative to a geological boundary
US20140058963A1 (en) * 2012-08-24 2014-02-27 David Frederick Martinez Facility control system (fcs-c2) (introduction of traveler form) to manage assets planning, design, construction, fabrication, operating, maintence and products fabrication
CA3151050A1 (en) * 2013-03-05 2014-09-12 Technological Resources Pty Ltd Estimating material properties
CA2913743C (en) * 2013-05-30 2023-01-03 Universite De Sherbrooke Systems and methods for performing bayesian optimization
WO2015143580A1 (en) * 2014-03-28 2015-10-01 Huawei Technologies Co., Ltd Method and system for verifying facial data
WO2016089835A1 (en) * 2014-12-01 2016-06-09 Schlumberger Canada Limited Spatial declustering of oilfield data using kernel density estimation
CN104834918A (zh) * 2015-05-20 2015-08-12 中国科学院上海高等研究院 一种基于高斯过程分类器的人体行为识别方法
CN105069298B (zh) * 2015-08-14 2018-08-03 华中农业大学 一种农产品信息采集系统中节点缺失数据的估算方法
CN106056093B (zh) * 2016-06-13 2019-05-21 西安电子科技大学 基于二分类进化特征学习的人体行为识别方法
CN106680762B (zh) * 2016-12-15 2019-11-26 哈尔滨工程大学 一种基于互协方差稀疏重构的声矢量阵方位估计方法
CN108508914A (zh) * 2018-03-29 2018-09-07 哈尔滨理工大学 一种离散多智能体系统的编队控制方法
CN108920410A (zh) * 2018-06-22 2018-11-30 华北理工大学 一种大数据处理装置及方法
CN109492265B (zh) * 2018-10-18 2022-04-22 南京林业大学 基于动态非线性pls软测量方法的废水出水指标预测方法
WO2020190311A1 (en) * 2019-03-20 2020-09-24 Massachusetts Institute Of Technology Sensing system
CN110110419B (zh) * 2019-04-28 2022-11-18 中铁工程装备集团有限公司 一种基于多目标学习的tbm掘进参数预测方法
EP3779808A1 (en) * 2019-08-13 2021-02-17 Robert Bosch GmbH Device and method for training a gaussian process regression model
CN110737938A (zh) * 2019-09-28 2020-01-31 桂林理工大学 一种基于gpr的再生混凝土收缩徐变的预测方法及装置
CN111915177B (zh) * 2020-07-24 2023-05-26 浙江万里学院 一种铁矿石取样优化和品质波动预警系统和方法
CN113673167B (zh) * 2021-08-27 2024-02-27 上海海事大学 基于高斯过程回归的风电机组输出功率的建模方法和系统

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2387008A (en) * 2002-03-28 2003-10-01 Qinetiq Ltd Signal Processing System
US20090251043A1 (en) * 2006-06-28 2009-10-08 James Francis Edwards Coatings for Spacers in Emission Displays
AU2009200855B2 (en) * 2008-03-04 2014-05-15 Technological Resources Pty. Limited Method and system for exploiting information from heterogeneous sources
AU2009251043A1 (en) 2009-01-07 2010-07-22 The University Of Sydney A method and system of data modelling

Also Published As

Publication number Publication date
CA2704107A1 (en) 2010-11-13
AU2010201891A1 (en) 2010-12-02
BRPI1003189A2 (pt) 2012-02-07
US8438121B2 (en) 2013-05-07
US20110035346A1 (en) 2011-02-10
WO2010129998A1 (en) 2010-11-18
CL2010000485A1 (es) 2010-08-06
AU2010201891B2 (en) 2015-02-12

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