JP7396505B2 - モデル生成プログラム、モデル生成方法及びモデル生成装置 - Google Patents

モデル生成プログラム、モデル生成方法及びモデル生成装置 Download PDF

Info

Publication number
JP7396505B2
JP7396505B2 JP2022545266A JP2022545266A JP7396505B2 JP 7396505 B2 JP7396505 B2 JP 7396505B2 JP 2022545266 A JP2022545266 A JP 2022545266A JP 2022545266 A JP2022545266 A JP 2022545266A JP 7396505 B2 JP7396505 B2 JP 7396505B2
Authority
JP
Japan
Prior art keywords
data
model
machine learning
values
model generation
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
JP2022545266A
Other languages
English (en)
Japanese (ja)
Other versions
JPWO2022044335A1 (https=
JPWO2022044335A5 (https=
Inventor
賢 等々力
理史 新宮
弘治 丸橋
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.)
Fujitsu Ltd
Original Assignee
Fujitsu Ltd
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 Fujitsu Ltd filed Critical Fujitsu Ltd
Publication of JPWO2022044335A1 publication Critical patent/JPWO2022044335A1/ja
Publication of JPWO2022044335A5 publication Critical patent/JPWO2022044335A5/ja
Application granted granted Critical
Publication of JP7396505B2 publication Critical patent/JP7396505B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/40—Processing or translation of natural language
    • G06F40/55—Rule-based translation
    • G06F40/56—Natural language generation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G06N5/045—Explanation of inference; Explainable artificial intelligence [XAI]; Interpretable artificial intelligence
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Algebra (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
JP2022545266A 2020-08-31 2020-08-31 モデル生成プログラム、モデル生成方法及びモデル生成装置 Active JP7396505B2 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2020/032941 WO2022044335A1 (ja) 2020-08-31 2020-08-31 モデル生成プログラム、モデル生成方法及びモデル生成装置

Publications (3)

Publication Number Publication Date
JPWO2022044335A1 JPWO2022044335A1 (https=) 2022-03-03
JPWO2022044335A5 JPWO2022044335A5 (https=) 2023-01-27
JP7396505B2 true JP7396505B2 (ja) 2023-12-12

Family

ID=80354990

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2022545266A Active JP7396505B2 (ja) 2020-08-31 2020-08-31 モデル生成プログラム、モデル生成方法及びモデル生成装置

Country Status (4)

Country Link
US (1) US20230196109A1 (https=)
EP (1) EP4207006A4 (https=)
JP (1) JP7396505B2 (https=)
WO (1) WO2022044335A1 (https=)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102772661B1 (ko) * 2024-04-03 2025-02-26 한화에어로스페이스 주식회사 탱크 수위 감시 소프트웨어 제작방법, 탱크 수위 감시 소프트웨어 제작장치, 및 탱크 수위 감시 시스템

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPWO2024009902A1 (https=) * 2022-07-04 2024-01-11
US12536151B2 (en) * 2022-11-22 2026-01-27 International Business Machines Corporation Accurate and query-efficient model agnostic explanations
US20240303536A1 (en) * 2023-03-07 2024-09-12 International Business Machines Corporation Machine Learning with Data Driven Optimization Using Iterative Neighborhood Selection
CN118332515B (zh) * 2024-04-17 2026-01-30 中航信移动科技股份有限公司 虚假飞行轨迹点数据确定方法、电子设备及存储介质

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2020129222A (ja) 2019-02-07 2020-08-27 富士通株式会社 モデル出力プログラム、モデル出力方法及びモデル出力装置

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2020129222A (ja) 2019-02-07 2020-08-27 富士通株式会社 モデル出力プログラム、モデル出力方法及びモデル出力装置

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
KOVALEV, Maxim S. ほか，SurvLIME: A method for explaining machine learning survival models，[online]，arXiv，2020年03月18日，pp.1-29，[検索日 2020.11.02], インターネット：<URL: https://arxiv.org/pdf/2003.08371.pdf>

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102772661B1 (ko) * 2024-04-03 2025-02-26 한화에어로스페이스 주식회사 탱크 수위 감시 소프트웨어 제작방법, 탱크 수위 감시 소프트웨어 제작장치, 및 탱크 수위 감시 시스템

Also Published As

Publication number Publication date
EP4207006A1 (en) 2023-07-05
WO2022044335A1 (ja) 2022-03-03
JPWO2022044335A1 (https=) 2022-03-03
EP4207006A4 (en) 2023-09-27
US20230196109A1 (en) 2023-06-22

Similar Documents

Publication Publication Date Title
JP7396505B2 (ja) モデル生成プログラム、モデル生成方法及びモデル生成装置
CN112199189B (zh) 深度学习模型对资源受限边缘设备的适应
US20210287048A1 (en) System and method for efficient generation of machine-learning models
US10867244B2 (en) Method and apparatus for machine learning
US20210142169A1 (en) Prediction interpretation
EP4179467B1 (en) Training a model to perform a task on medical data
US10067746B1 (en) Approximate random number generator by empirical cumulative distribution function
US12223432B2 (en) Using disentangled learning to train an interpretable deep learning model
US11003989B2 (en) Non-convex optimization by gradient-accelerated simulated annealing
RU2743898C1 (ru) Способ выполнения задач
US10248527B1 (en) Automated device-specific dynamic operation modifications
CN117278526B (zh) 一种基于人工神经网络的代理ip地址调度方法和装置
JP6767312B2 (ja) 検知システム、検知方法及び検知プログラム
US20210342685A1 (en) Leveraging Simple Model Predictions for Enhancing Computational Performance
US20220398452A1 (en) Supervised similarity learning for covariate matching and treatment effect estimation via self-organizing maps
CN104091131B (zh) 应用程序与权限的关系确定方法及确定装置
CN114898184A (zh) 模型训练方法、数据处理方法、装置及电子设备
US11676050B2 (en) Systems and methods for neighbor frequency aggregation of parametric probability distributions with decision trees using leaf nodes
US12361414B2 (en) Parsing event data for clustering and classification
US20240330741A1 (en) Machine Learning Using Robust Stochastic Multi-Armed Bandits with Historical Data
JP7670165B2 (ja) 支援装置、支援方法、および支援プログラム
CN118096291A (zh) 产品推荐方法、装置、设备及存储介质
CN114528973A (zh) 业务处理模型的生成方法、业务处理方法和装置
CN113469932A (zh) 信息处理的方法、电子设备和介质
CN117935048B (zh) 一种无监督波段选择方法、装置、设备及存储介质

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20221108

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20221108

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: 20231031

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20231113

R150 Certificate of patent or registration of utility model

Ref document number: 7396505

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150