BR0111742A - Método heurìstico de classificação - Google Patents

Método heurìstico de classificação

Info

Publication number
BR0111742A
BR0111742A BR0111742-4A BR0111742A BR0111742A BR 0111742 A BR0111742 A BR 0111742A BR 0111742 A BR0111742 A BR 0111742A BR 0111742 A BR0111742 A BR 0111742A
Authority
BR
Brazil
Prior art keywords
algorithm
objects
learning algorithm
classify
classifying
Prior art date
Application number
BR0111742-4A
Other languages
English (en)
Inventor
Ben Hitt
Original Assignee
Correlogic Systems Inc
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 Correlogic Systems Inc filed Critical Correlogic Systems Inc
Publication of BR0111742A publication Critical patent/BR0111742A/pt

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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
    • G06—COMPUTING; CALCULATING OR 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
    • G06F18/211—Selection of the most significant subset of features
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G06F18/2433—Single-class perspective, e.g. one-against-all classification; Novelty detection; Outlier detection
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S706/00—Data processing: artificial intelligence
    • Y10S706/90—Fuzzy logic
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S706/00—Data processing: artificial intelligence
    • Y10S706/902—Application using ai with detail of the ai system
    • Y10S706/932—Mathematics, science, or engineering

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Biomedical Technology (AREA)
  • Health & Medical Sciences (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Threshing Machine Elements (AREA)
  • Electrotherapy Devices (AREA)
  • Image Analysis (AREA)
  • Ultra Sonic Daignosis Equipment (AREA)
  • Separation By Low-Temperature Treatments (AREA)
  • Investigating Or Analyzing Materials By The Use Of Ultrasonic Waves (AREA)

Abstract

"MéTODO HEURìSTICO DE CLASSIFICAçãO". A invenção refere-se a algoritmos heurísticos para a classificação de Objetos. Um primeiro algoritmo de aprendizado compreende um algoritmo genético que é utilizado para abstrair um fluxo de dados associado com cada Objeto e um algoritmo de reconhecimento de padrão que é utilizado para classificar os Objetos e medir a aptidão do cromossomas do algoritmo genético. O algoritmo de aprendizado é aplicado junto a um conjunto de dados de treinamento. O algoritmo de treinamento gera um algoritmo de classificação que é utilizado para classificar ou categorizar Objetos desconhecidos. A invenção é útil nas áreas de classificação de texto e de amostras médicas, prognosticando o comportamento de um mercado financeiro baseado nas alterações de preços em outros e em monitorar o estado de instalações de processo complexo para detectar falhas eminentes.
BR0111742-4A 2000-06-19 2001-06-19 Método heurìstico de classificação BR0111742A (pt)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US21240400P 2000-06-19 2000-06-19
PCT/US2001/019376 WO2001099043A1 (en) 2000-06-19 2001-06-19 Heuristic method of classification

Publications (1)

Publication Number Publication Date
BR0111742A true BR0111742A (pt) 2004-02-03

Family

ID=22790864

Family Applications (1)

Application Number Title Priority Date Filing Date
BR0111742-4A BR0111742A (pt) 2000-06-19 2001-06-19 Método heurìstico de classificação

Country Status (19)

Country Link
US (3) US7096206B2 (pt)
EP (1) EP1292912B1 (pt)
JP (1) JP2003536179A (pt)
KR (2) KR20030051435A (pt)
CN (2) CN1741036A (pt)
AT (1) ATE406627T1 (pt)
AU (1) AU2001269877A1 (pt)
BR (1) BR0111742A (pt)
CA (1) CA2411906A1 (pt)
DE (1) DE60135549D1 (pt)
EA (1) EA006272B1 (pt)
HK (1) HK1059494A1 (pt)
IL (1) IL153189A0 (pt)
MX (1) MXPA02012167A (pt)
NO (1) NO20026087L (pt)
NZ (1) NZ522859A (pt)
SG (1) SG143055A1 (pt)
WO (1) WO2001099043A1 (pt)
ZA (1) ZA200209845B (pt)

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KR20090019019A (ko) 2009-02-24
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IL153189A0 (en) 2003-06-24
ATE406627T1 (de) 2008-09-15
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CA2411906A1 (en) 2001-12-27
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US7240038B2 (en) 2007-07-03
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EA006272B1 (ru) 2005-10-27
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ZA200209845B (en) 2003-10-21
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