BR0111742A - Método heurìstico de classificação - Google Patents
Método heurìstico de classificaçãoInfo
- 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
Links
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
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- 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
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- 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
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- 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
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- 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
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- 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.
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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KR20030051435A (ko) | 2003-06-25 |
US7096206B2 (en) | 2006-08-22 |
CN1741036A (zh) | 2006-03-01 |
SG143055A1 (en) | 2008-06-27 |
KR20090019019A (ko) | 2009-02-24 |
MXPA02012167A (es) | 2004-08-19 |
US20060112041A1 (en) | 2006-05-25 |
IL153189A0 (en) | 2003-06-24 |
ATE406627T1 (de) | 2008-09-15 |
EA200300035A1 (ru) | 2003-10-30 |
CA2411906A1 (en) | 2001-12-27 |
CN1446344A (zh) | 2003-10-01 |
US20070185824A1 (en) | 2007-08-09 |
NO20026087D0 (no) | 2002-12-18 |
EP1292912B1 (en) | 2008-08-27 |
CN1249620C (zh) | 2006-04-05 |
EP1292912A1 (en) | 2003-03-19 |
JP2003536179A (ja) | 2003-12-02 |
WO2001099043A1 (en) | 2001-12-27 |
US20020046198A1 (en) | 2002-04-18 |
DE60135549D1 (de) | 2008-10-09 |
US7240038B2 (en) | 2007-07-03 |
KR101047575B1 (ko) | 2011-07-13 |
EA006272B1 (ru) | 2005-10-27 |
NZ522859A (en) | 2005-08-26 |
ZA200209845B (en) | 2003-10-21 |
NO20026087L (no) | 2003-02-13 |
HK1059494A1 (en) | 2004-07-02 |
US7499891B2 (en) | 2009-03-03 |
AU2001269877A1 (en) | 2002-01-02 |
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