JP6398991B2 - モデル推定装置、方法およびプログラム - Google Patents

モデル推定装置、方法およびプログラム Download PDF

Info

Publication number
JP6398991B2
JP6398991B2 JP2015549102A JP2015549102A JP6398991B2 JP 6398991 B2 JP6398991 B2 JP 6398991B2 JP 2015549102 A JP2015549102 A JP 2015549102A JP 2015549102 A JP2015549102 A JP 2015549102A JP 6398991 B2 JP6398991 B2 JP 6398991B2
Authority
JP
Japan
Prior art keywords
hidden
reference value
model estimation
determinant
value
Prior art date
Legal status (The legal status 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 status listed.)
Active
Application number
JP2015549102A
Other languages
English (en)
Japanese (ja)
Other versions
JP2016520220A (ja
JP2016520220A5 (https=
Inventor
遼平 藤巻
遼平 藤巻
浩平 林
浩平 林
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
NEC Corp
Original Assignee
NEC Corp
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
Application filed by NEC Corp filed Critical NEC Corp
Publication of JP2016520220A publication Critical patent/JP2016520220A/ja
Publication of JP2016520220A5 publication Critical patent/JP2016520220A5/ja
Application granted granted Critical
Publication of JP6398991B2 publication Critical patent/JP6398991B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/067—Enterprise or organisation modelling
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Human Resources & Organizations (AREA)
  • Data Mining & Analysis (AREA)
  • Strategic Management (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Economics (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Mathematical Analysis (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Operations Research (AREA)
  • General Engineering & Computer Science (AREA)
  • Algebra (AREA)
  • Software Systems (AREA)
  • Probability & Statistics with Applications (AREA)
  • Educational Administration (AREA)
  • General Business, Economics & Management (AREA)
  • Tourism & Hospitality (AREA)
  • Quality & Reliability (AREA)
  • Marketing (AREA)
  • Game Theory and Decision Science (AREA)
  • Development Economics (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Databases & Information Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Complex Calculations (AREA)
JP2015549102A 2013-05-20 2014-04-21 モデル推定装置、方法およびプログラム Active JP6398991B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US13/898,118 2013-05-20
US13/898,118 US20140344183A1 (en) 2013-05-20 2013-05-20 Latent feature models estimation device, method, and program
PCT/JP2014/002219 WO2014188659A1 (en) 2013-05-20 2014-04-21 Latent feature models estimation device, method, and program

Publications (3)

Publication Number Publication Date
JP2016520220A JP2016520220A (ja) 2016-07-11
JP2016520220A5 JP2016520220A5 (https=) 2016-08-18
JP6398991B2 true JP6398991B2 (ja) 2018-10-03

Family

ID=51896584

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2015549102A Active JP6398991B2 (ja) 2013-05-20 2014-04-21 モデル推定装置、方法およびプログラム

Country Status (4)

Country Link
US (1) US20140344183A1 (https=)
EP (1) EP3000058A4 (https=)
JP (1) JP6398991B2 (https=)
WO (1) WO2014188659A1 (https=)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9489632B2 (en) * 2013-10-29 2016-11-08 Nec Corporation Model estimation device, model estimation method, and information storage medium
US9355196B2 (en) * 2013-10-29 2016-05-31 Nec Corporation Model estimation device and model estimation method
WO2019234802A1 (en) 2018-06-04 2019-12-12 Nec Corporation Information processing apparatus, method, and program

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6671661B1 (en) * 1999-05-19 2003-12-30 Microsoft Corporation Bayesian principal component analysis
US7480640B1 (en) * 2003-12-16 2009-01-20 Quantum Leap Research, Inc. Automated method and system for generating models from data
US7499897B2 (en) * 2004-04-16 2009-03-03 Fortelligent, Inc. Predictive model variable management
US9208436B2 (en) * 2010-03-03 2015-12-08 Nec Corporation Model selection device, model selection method and model selection program
US9326698B2 (en) * 2011-02-18 2016-05-03 The Trustees Of The University Of Pennsylvania Method for automatic, unsupervised classification of high-frequency oscillations in physiological recordings

Also Published As

Publication number Publication date
JP2016520220A (ja) 2016-07-11
EP3000058A1 (en) 2016-03-30
WO2014188659A1 (en) 2014-11-27
US20140344183A1 (en) 2014-11-20
EP3000058A4 (en) 2017-02-22

Similar Documents

Publication Publication Date Title
US20220076150A1 (en) Method, apparatus and system for estimating causality among observed variables
US9043261B2 (en) Latent variable model estimation apparatus, and method
Brooks et al. Nonparametric convergence assessment for MCMC model selection
JP6398990B2 (ja) モデル推定装置、方法およびプログラム
US9852378B2 (en) Information processing apparatus and information processing method to estimate cause-effect relationship between variables
CN109977098A (zh) 非平稳时序数据预测方法、系统、存储介质及计算机设备
US9292801B2 (en) Sparse variable optimization device, sparse variable optimization method, and sparse variable optimization program
Del Castillo et al. Bayesian modeling and optimization of functional responses affected by noise factors
CN102567719A (zh) 基于后验概率神经网络的人类年龄自动估计方法
CN107403188A (zh) 一种水质评价方法及装置
CN112613617A (zh) 基于回归模型的不确定性估计方法和装置
CN116796275A (zh) 一种工业设备多模态时序异常检测方法
CN117193184A (zh) Vae与深度神经网络混合的智能制造工厂过程质量监控方法
CN117457110A (zh) 蛋白质溶解度预测方法、计算机设备及计算机存储介质
JP6398991B2 (ja) モデル推定装置、方法およびプログラム
CN114360641A (zh) 一种基于变分贝叶斯的基因调控网络结构辨识方法
KR20110116563A (ko) 주성분 분석과 마르코프 연쇄 몬테카를로 기법을 결합한 퍼지 군집화 방법
CN108090266B (zh) 一种机械零件多失效模式相关可靠度计算方法
JP6954346B2 (ja) パラメータ推定装置、パラメータ推定方法、及びプログラム
CN104933052A (zh) 数据真实值的估计方法及数据真实值估计装置
Zeileis et al. party with the mob: Model-Based Recursive Partitioning in R
JP2013025349A (ja) 特徴選択装置、方法、及び、プログラム
CN115375038B (zh) 一种飞机发动机失效模式识别和寿命预测方法
Berk Data mining within a regression framework
Bogaerts et al. A fast inverse approach for the quantification of set-theoretical uncertainty

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20151013

A524 Written submission of copy of amendment under article 19 pct

Free format text: JAPANESE INTERMEDIATE CODE: A525

Effective date: 20151002

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20160617

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20170303

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20180529

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20180724

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20180807

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20180820

R150 Certificate of patent or registration of utility model

Ref document number: 6398991

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150