NO319838B1 - Forbedring av kunnskapsoppdagelse fra multiple datasett ved a bruke flere stotte-vektormaskiner - Google Patents

Forbedring av kunnskapsoppdagelse fra multiple datasett ved a bruke flere stotte-vektormaskiner Download PDF

Info

Publication number
NO319838B1
NO319838B1 NO20015723A NO20015723A NO319838B1 NO 319838 B1 NO319838 B1 NO 319838B1 NO 20015723 A NO20015723 A NO 20015723A NO 20015723 A NO20015723 A NO 20015723A NO 319838 B1 NO319838 B1 NO 319838B1
Authority
NO
Norway
Prior art keywords
data
support vector
data set
training data
test
Prior art date
Application number
NO20015723A
Other languages
English (en)
Norwegian (no)
Other versions
NO20015723L (no
NO20015723D0 (no
Inventor
Stephen D Barnhill
Original Assignee
Health Discovery 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 Health Discovery Corp filed Critical Health Discovery Corp
Publication of NO20015723D0 publication Critical patent/NO20015723D0/no
Publication of NO20015723L publication Critical patent/NO20015723L/no
Publication of NO319838B1 publication Critical patent/NO319838B1/no

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
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • 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
    • 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
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2411—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on the proximity to a decision surface, e.g. support vector machines
    • 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)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Medical Informatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Debugging And Monitoring (AREA)
  • Complex Calculations (AREA)
  • Electrically Operated Instructional Devices (AREA)
  • Measuring Pulse, Heart Rate, Blood Pressure Or Blood Flow (AREA)
NO20015723A 1999-05-25 2001-11-23 Forbedring av kunnskapsoppdagelse fra multiple datasett ved a bruke flere stotte-vektormaskiner NO319838B1 (no)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US13571599P 1999-05-25 1999-05-25
PCT/US2000/014326 WO2000072257A2 (en) 1999-05-25 2000-05-24 Enhancing knowledge discovery from multiple data sets using multiple support vector machines

Publications (3)

Publication Number Publication Date
NO20015723D0 NO20015723D0 (no) 2001-11-23
NO20015723L NO20015723L (no) 2002-01-23
NO319838B1 true NO319838B1 (no) 2005-09-19

Family

ID=22469322

Family Applications (1)

Application Number Title Priority Date Filing Date
NO20015723A NO319838B1 (no) 1999-05-25 2001-11-23 Forbedring av kunnskapsoppdagelse fra multiple datasett ved a bruke flere stotte-vektormaskiner

Country Status (14)

Country Link
EP (1) EP1192595B8 (https=)
JP (1) JP2003500766A (https=)
KR (1) KR100724104B1 (https=)
CN (1) CN1197025C (https=)
AT (1) ATE311635T1 (https=)
AU (1) AU780050B2 (https=)
CA (1) CA2371240C (https=)
DE (1) DE60024452T2 (https=)
EA (1) EA200101238A1 (https=)
ES (1) ES2254182T3 (https=)
IL (2) IL146705A0 (https=)
NO (1) NO319838B1 (https=)
NZ (1) NZ515707A (https=)
WO (1) WO2000072257A2 (https=)

Families Citing this family (29)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1356421B1 (en) * 2001-01-23 2009-12-02 Health Discovery Corporation Computer-aided image analysis
AUPR464601A0 (en) * 2001-04-30 2001-05-24 Commonwealth Of Australia, The Shapes vector
EP1393196A4 (en) * 2001-05-07 2007-02-28 Health Discovery Corp CORES AND METHODS FOR SELECTING CORES FOR USE IN TEACHING MACHINES
KR100483602B1 (ko) * 2001-10-12 2005-04-15 (주)이캐빈 이메일 모니터링 방법 및 시스템
ITBO20010763A1 (it) 2001-12-14 2003-06-16 Renato Campanini Metodo , e relativa apparecchiatura , per la ricerca automatica di zone di interesse in immagini digitali di tessuto biologico
JP4034602B2 (ja) * 2002-06-17 2008-01-16 富士通株式会社 データ分類装置、データ分類装置の能動学習方法及び能動学習プログラム
CN1327376C (zh) * 2004-04-08 2007-07-18 上海交通大学 基于支持向量机的软测量仪表建模方法
CN100353355C (zh) * 2004-08-12 2007-12-05 上海交通大学 减少支持向量与训练时间的交叉合并方法
EP1851652A1 (en) * 2004-12-24 2007-11-07 The University of Queensland Method for generating multiple orthogonal support vector machines
US7197487B2 (en) * 2005-03-16 2007-03-27 Lg Chem, Ltd. Apparatus and method for estimating battery state of charge
JP4662909B2 (ja) * 2006-11-16 2011-03-30 日本電信電話株式会社 特徴評価方法及び装置及びプログラム
JP4446035B2 (ja) * 2007-11-02 2010-04-07 国立大学法人山口大学 健全性劣化評価システム
CN101981446B (zh) * 2008-02-08 2016-03-09 医疗探索公司 用于使用支持向量机分析流式细胞术数据的方法和系统
CN101252224B (zh) * 2008-04-08 2012-02-08 西安电子科技大学 平板裂缝天线缝制造精度对电性能影响的预测方法
EP2660310A4 (en) * 2010-12-28 2015-09-30 Tashiro Kei COMPREHENSIVE GLAUCOMOTIC PROCESS WITH A GLAUKOM DIAGNOSIS CHIP AND A CLUSTER ANALYSIS OF A DEFORMED PROTEOMIC
CN102509116A (zh) * 2011-11-23 2012-06-20 西北工业大学 一种支持向量机和粗糙集的故障诊断知识获取方法
US20210391083A1 (en) * 2012-08-16 2021-12-16 Ginger.io, Inc. Method for providing health therapeutic interventions to a user
US20140358830A1 (en) 2013-05-30 2014-12-04 Synopsys, Inc. Lithographic hotspot detection using multiple machine learning kernels
JP6208552B2 (ja) * 2013-11-14 2017-10-04 株式会社デンソーアイティーラボラトリ 識別器、識別プログラム、及び識別方法
JP6908977B2 (ja) * 2016-07-22 2021-07-28 株式会社トプコン 医療情報処理システム、医療情報処理装置及び医療情報処理方法
CN109690578B (zh) 2016-10-05 2024-01-02 英特尔公司 自主机器的通用输入/输出数据捕获和神经高速缓存系统
CN113469213A (zh) * 2017-04-28 2021-10-01 成都天钥科技有限公司 对象识别方法及装置、终端、处理器、存储介质
CN107316054A (zh) * 2017-05-26 2017-11-03 昆山遥矽微电子科技有限公司 基于卷积神经网络和支持向量机的非标准字符识别方法
CN109936525B (zh) 2017-12-15 2020-07-31 阿里巴巴集团控股有限公司 一种基于图结构模型的异常账号防控方法、装置以及设备
CN108198268B (zh) * 2017-12-19 2020-10-16 江苏极熵物联科技有限公司 一种生产设备数据标定方法
CN110031793B (zh) * 2019-04-09 2023-06-02 中国电子科技集团公司第三十六研究所 一种干涉仪测向方法、装置和系统
US11720818B2 (en) 2019-09-11 2023-08-08 Samsung Display Co., Ltd. System and method to improve accuracy of regression models trained with imbalanced data
WO2021188354A1 (en) * 2020-03-14 2021-09-23 DataRobot, Inc. Automated and adaptive design and training of neural networks
KR102893553B1 (ko) 2020-08-11 2025-12-02 주식회사 케이티 실감형 미디어 컨텐츠를 제공하는 서버, 방법 및 컴퓨터 프로그램

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5138694A (en) * 1991-06-28 1992-08-11 United Technologies Corporation Parallel processing qualitative reasoning system
JPH05101028A (ja) * 1991-10-04 1993-04-23 Nippon Telegr & Teleph Corp <Ntt> 複数特徴量の統合判定方法
US5649068A (en) * 1993-07-27 1997-07-15 Lucent Technologies Inc. Pattern recognition system using support vectors
JPH07253961A (ja) * 1994-01-26 1995-10-03 Meidensha Corp ニューラルネットワークにおける連続値処理方法
JPH10247243A (ja) * 1997-03-04 1998-09-14 Mitsubishi Heavy Ind Ltd 識別装置
US6134344A (en) * 1997-06-26 2000-10-17 Lucent Technologies Inc. Method and apparatus for improving the efficiency of support vector machines

Also Published As

Publication number Publication date
CN1358288A (zh) 2002-07-10
NO20015723L (no) 2002-01-23
KR100724104B1 (ko) 2007-06-04
AU780050B2 (en) 2005-02-24
NO20015723D0 (no) 2001-11-23
JP2003500766A (ja) 2003-01-07
WO2000072257A3 (en) 2002-01-03
EA200101238A1 (ru) 2002-10-31
IL146705A0 (en) 2002-07-25
KR20020030744A (ko) 2002-04-25
EP1192595A2 (en) 2002-04-03
DE60024452T2 (de) 2006-08-03
WO2000072257A2 (en) 2000-11-30
EP1192595B1 (en) 2005-11-30
CA2371240C (en) 2011-08-09
CA2371240A1 (en) 2000-11-30
DE60024452D1 (de) 2006-01-05
ES2254182T3 (es) 2006-06-16
IL146705A (en) 2006-10-31
CN1197025C (zh) 2005-04-13
NZ515707A (en) 2003-06-30
AU5161200A (en) 2000-12-12
ATE311635T1 (de) 2005-12-15
EP1192595B8 (en) 2006-02-01

Similar Documents

Publication Publication Date Title
NO319838B1 (no) Forbedring av kunnskapsoppdagelse fra multiple datasett ved a bruke flere stotte-vektormaskiner
US6128608A (en) Enhancing knowledge discovery using multiple support vector machines
US6658395B1 (en) Enhancing knowledge discovery from multiple data sets using multiple support vector machines
Jain et al. Correlation feature selection based improved-binary particle swarm optimization for gene selection and cancer classification
US7676442B2 (en) Selection of features predictive of biological conditions using protein mass spectrographic data
US7788193B2 (en) Kernels and methods for selecting kernels for use in learning machines
US8463718B2 (en) Support vector machine-based method for analysis of spectral data
EP1082646B1 (en) Pre-processing and post-processing for enhancing knowledge discovery using support vector machines
Ahmed et al. Integrating machine learning and clinical expertise: A comparative study for improved breast cancer diagnosis
Sathya et al. A search space enhanced modified whale optimization algorithm for feature selection in large-scale microarray datasets
MacKenzie et al. A Bayesian beta kernel model for binary classification and online learning problems
Shah et al. Optimization Of Data Splitting Methods For Machine Learning
Mir “Heart Disease Prediction and Severity Level Classification”: A Machine Learning approach with Feature Selection technique
Bian A Novel Regularized Orthonormalized Partial Least Squares Model for Multi-view Learning
Villaplana et al. Data Quality Metrics for Unlabelled Datasets in Medical Imaging
Karpaha et al. Intuitionistic complex Fuzzy sets in decision support systems: A choquet operated data mining-ANN approach
Qin et al. A data classification method for innovation and entrepreneurship in applied universities based on nearest neighbour criterion
Yee et al. Prometheus: Unsupervised Discovery of Phase Transitions in Three-Dimensional Spin Systems Using Variational Autoencoders
Sneka et al. Comparative Study of Microarray Based Disease Prediction-A Survey

Legal Events

Date Code Title Description
MM1K Lapsed by not paying the annual fees