BRPI0717019A8 - Método para efetuar seleção de característica baseada em algoritmo genético - Google Patents

Método para efetuar seleção de característica baseada em algoritmo genético

Info

Publication number
BRPI0717019A8
BRPI0717019A8 BRPI0717019A BRPI0717019A BRPI0717019A8 BR PI0717019 A8 BRPI0717019 A8 BR PI0717019A8 BR PI0717019 A BRPI0717019 A BR PI0717019A BR PI0717019 A BRPI0717019 A BR PI0717019A BR PI0717019 A8 BRPI0717019 A8 BR PI0717019A8
Authority
BR
Brazil
Prior art keywords
genetic algorithm
selection based
trait
result
make characteristics
Prior art date
Application number
BRPI0717019A
Other languages
English (en)
Inventor
Zhao Luyin
Boroczky Lilla
A Agnihotri Lalitha
C C Lee Michael
Original Assignee
Koninklijke Philips Electronics Nv
Koninklijke Philips Nv
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 Koninklijke Philips Electronics Nv, Koninklijke Philips Nv filed Critical Koninklijke Philips Electronics Nv
Publication of BRPI0717019A2 publication Critical patent/BRPI0717019A2/pt
Publication of BRPI0717019A8 publication Critical patent/BRPI0717019A8/pt

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/12—Computing arrangements based on biological models using genetic models
    • G06N3/126—Evolutionary algorithms, e.g. genetic algorithms or genetic programming
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16Z—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
    • G16Z99/00—Subject matter not provided for in other main groups of this subclass
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03—Recognition of patterns in medical or anatomical images
    • G06V2201/032—Recognition of patterns in medical or anatomical images of protuberances, polyps nodules, etc.
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Biomedical Technology (AREA)
  • Evolutionary Biology (AREA)
  • Biophysics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Medical Informatics (AREA)
  • General Physics & Mathematics (AREA)
  • Databases & Information Systems (AREA)
  • Physiology (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Genetics & Genomics (AREA)
  • Pathology (AREA)
  • Computational Linguistics (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Image Analysis (AREA)
  • Ultra Sonic Daignosis Equipment (AREA)
  • Facsimile Image Signal Circuits (AREA)
  • Image Processing (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)

Abstract

MÉTODO PARA EFETUAR SELEÇÃO DE CARACTERÍSTICA BASEADA EM ALGORITMO GENÉTICO Métodos para efetuar seleção de característica baseada em algoritmo genético são fornecidos aqui. Em determinadas modalidades, os métodos incluem passos para aplicar múltiplos padrões de separação de dados para um conjunto de dados de aprendizado para construir múltiplos classificadores para obter pelo menos um resultado de classificação; integrar pelo menos um resultado de classificação a partir dos múltiplos classificadores para obter um resultado de precisão integrado; e emitir resultado de precisão integrado para um algoritmo genético como um valor de aptidão para um subconjunto de característica candidata, na qual a seleção de característica baseado em algoritmo genético é efetuada.
BRPI0717019A 2006-09-22 2007-09-17 Método para efetuar seleção de característica baseada em algoritmo genético BRPI0717019A8 (pt)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US82659306P 2006-09-22 2006-09-22
US60/826593 2006-09-22
US88428807P 2007-01-10 2007-01-10
US60/884288 2007-01-10
PCT/IB2007/053750 WO2008035276A2 (en) 2006-09-22 2007-09-17 Methods for feature selection using classifier ensemble based genetic algorithms

Publications (2)

Publication Number Publication Date
BRPI0717019A2 BRPI0717019A2 (pt) 2013-10-08
BRPI0717019A8 true BRPI0717019A8 (pt) 2015-10-06

Family

ID=39092805

Family Applications (1)

Application Number Title Priority Date Filing Date
BRPI0717019A BRPI0717019A8 (pt) 2006-09-22 2007-09-17 Método para efetuar seleção de característica baseada em algoritmo genético

Country Status (6)

Country Link
US (1) US8762303B2 (pt)
EP (1) EP2070024B1 (pt)
JP (1) JP2010504578A (pt)
BR (1) BRPI0717019A8 (pt)
RU (1) RU2477524C2 (pt)
WO (1) WO2008035276A2 (pt)

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CN102156871B (zh) * 2010-02-12 2012-12-12 中国科学院自动化研究所 基于类别相关的码本和分类器投票策略的图像分类方法
JP5868231B2 (ja) * 2012-03-16 2016-02-24 株式会社日立製作所 医用画像診断支援装置、医用画像診断支援方法ならびにコンピュータプログラム
CN102708376B (zh) * 2012-04-19 2015-10-21 中国人民解放军总参谋部第六十三研究所 一种实现基于单源信息融合的组合分类器的系统及方法
GB201212544D0 (en) * 2012-07-13 2012-08-29 Univ York Device to determine extent of dyskinesia
US8661043B1 (en) 2012-08-14 2014-02-25 Microsoft Corporation Distributed feature selection in social networks
US9773231B2 (en) 2013-05-29 2017-09-26 Evernote Corporation Content associations and sharing for scheduled events
US10545638B2 (en) 2013-09-16 2020-01-28 Evernote Corporation Automatic generation of preferred views for personal content collections
WO2015066564A1 (en) * 2013-10-31 2015-05-07 Cancer Prevention And Cure, Ltd. Methods of identification and diagnosis of lung diseases using classification systems and kits thereof
US20160054779A1 (en) * 2014-08-22 2016-02-25 Devadatta Bodas Managing power performance of distributed computing systems
GB201513208D0 (en) 2015-07-27 2015-09-09 Univ Central Lancashire Methods and apparatuses for estimating bladder status
JP6528608B2 (ja) * 2015-08-28 2019-06-12 カシオ計算機株式会社 診断装置、及び診断装置における学習処理方法、並びにプログラム
US10169871B2 (en) 2016-01-21 2019-01-01 Elekta, Inc. Systems and methods for segmentation of intra-patient medical images
US10528889B2 (en) * 2016-03-25 2020-01-07 Futurewei Technologies, Inc. Stereoscopic learning for classification
WO2018059668A1 (de) * 2016-09-27 2018-04-05 Siemens Aktiengesellschaft Analyseeinrichtung und verfahren zur analyse eines biologischen gewebes
WO2018107128A1 (en) * 2016-12-09 2018-06-14 U2 Science Labs, Inc. Systems and methods for automating data science machine learning analytical workflows
JP7077319B2 (ja) * 2016-12-23 2022-05-30 ハートフロー， インコーポレイテッド 解剖学的モデルパラメータの機械学習
US11062792B2 (en) * 2017-07-18 2021-07-13 Analytics For Life Inc. Discovering genomes to use in machine learning techniques
US10878576B2 (en) 2018-02-14 2020-12-29 Elekta, Inc. Atlas-based segmentation using deep-learning
CN109300530B (zh) * 2018-08-08 2020-02-21 北京肿瘤医院 病理图片的识别方法及装置
US11207055B2 (en) * 2018-10-08 2021-12-28 General Electric Company Ultrasound Cardiac Doppler study automation
CN109657795B (zh) * 2018-12-12 2022-06-21 华中科技大学 一种基于属性选择的硬盘故障预测方法
CN110136108B (zh) * 2019-05-08 2022-09-13 郑州大学 一种采用机器学习算法对乳腺癌进行良恶性特征统计的方法
CN110210550A (zh) * 2019-05-28 2019-09-06 东南大学 基于集成学习策略的图像细粒度识别方法
CN110969238A (zh) * 2019-12-31 2020-04-07 安徽建筑大学 一种校准用电数据的方法及装置
CN113488102A (zh) * 2021-06-30 2021-10-08 中国石油大学(华东) 基于遗传算法集成深度学习网络的药物推荐系统、计算机设备、存储介质
JP7809926B2 (ja) * 2021-07-30 2026-02-03 コニカミノルタ株式会社 解析装置、解析方法及びプログラム
CN114358169B (zh) * 2021-12-30 2023-09-26 上海应用技术大学 一种基于XGBoost的结直肠癌检测系统
TWI806425B (zh) * 2022-02-14 2023-06-21 宏碁股份有限公司 特徵挑選方法
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CN115905833A (zh) * 2022-10-31 2023-04-04 上海第二工业大学 基于遗传算法的异构集成网络的无人机信号识别方法
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KR100445427B1 (ko) * 2002-12-07 2004-08-25 한국전자통신연구원 방사형 기저함수를 이용한 마이크로 어레이 데이터분류모델 생성시스템 및 그 방법
US7840062B2 (en) * 2004-11-19 2010-11-23 Koninklijke Philips Electronics, N.V. False positive reduction in computer-assisted detection (CAD) with new 3D features
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Also Published As

Publication number Publication date
EP2070024A2 (en) 2009-06-17
US20100036782A1 (en) 2010-02-11
US8762303B2 (en) 2014-06-24
RU2009115198A (ru) 2010-10-27
WO2008035276A3 (en) 2008-11-20
JP2010504578A (ja) 2010-02-12
EP2070024B1 (en) 2018-11-14
BRPI0717019A2 (pt) 2013-10-08
RU2477524C2 (ru) 2013-03-10
WO2008035276A2 (en) 2008-03-27

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Legal Events

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B25D Requested change of name of applicant approved

Owner name: KONINKLIJKE PHILIPS N.V. (NL)

B25G Requested change of headquarter approved

Owner name: KONINKLIJKE PHILIPS N.V. (NL)

B07A Application suspended after technical examination (opinion) [chapter 7.1 patent gazette]
B09B Patent application refused [chapter 9.2 patent gazette]
B09B Patent application refused [chapter 9.2 patent gazette]

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