AU2001269877A1 - Heuristic method of classification - Google Patents
Heuristic method of classificationInfo
- Publication number
- AU2001269877A1 AU2001269877A1 AU2001269877A AU6987701A AU2001269877A1 AU 2001269877 A1 AU2001269877 A1 AU 2001269877A1 AU 2001269877 A AU2001269877 A AU 2001269877A AU 6987701 A AU6987701 A AU 6987701A AU 2001269877 A1 AU2001269877 A1 AU 2001269877A1
- Authority
- AU
- Australia
- Prior art keywords
- data
- cluster
- vector
- data cluster
- algorithm
- 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.)
- Abandoned
Links
- 238000000034 method Methods 0.000 title claims abstract description 63
- 238000004422 calculation algorithm Methods 0.000 claims abstract description 78
- 210000000349 chromosome Anatomy 0.000 claims abstract description 48
- 230000008569 process Effects 0.000 claims abstract description 15
- 239000013598 vector Substances 0.000 claims description 64
- 230000006798 recombination Effects 0.000 claims description 3
- 238000005215 recombination Methods 0.000 claims description 3
- 238000012804 iterative process Methods 0.000 claims 2
- 230000004048 modification Effects 0.000 claims 1
- 238000012986 modification Methods 0.000 claims 1
- 230000003362 replicative effect Effects 0.000 claims 1
- 238000012549 training Methods 0.000 abstract description 26
- 230000002068 genetic effect Effects 0.000 abstract description 19
- 238000003909 pattern recognition Methods 0.000 abstract description 11
- 230000006399 behavior Effects 0.000 abstract description 2
- 238000012544 monitoring process Methods 0.000 abstract 1
- 108090000623 proteins and genes Proteins 0.000 description 10
- 239000000523 sample Substances 0.000 description 10
- 238000003745 diagnosis Methods 0.000 description 8
- 230000003044 adaptive effect Effects 0.000 description 7
- 230000006870 function Effects 0.000 description 7
- 238000012545 processing Methods 0.000 description 7
- 238000012360 testing method Methods 0.000 description 7
- 238000004364 calculation method Methods 0.000 description 6
- 210000001519 tissue Anatomy 0.000 description 6
- 238000004458 analytical method Methods 0.000 description 5
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- 206010004446 Benign prostatic hyperplasia Diseases 0.000 description 4
- 208000004403 Prostatic Hyperplasia Diseases 0.000 description 4
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- 206010060862 Prostate cancer Diseases 0.000 description 3
- 238000013459 approach Methods 0.000 description 3
- 238000007635 classification algorithm Methods 0.000 description 3
- 230000003211 malignant effect Effects 0.000 description 3
- 230000035772 mutation Effects 0.000 description 3
- 201000007094 prostatitis Diseases 0.000 description 3
- 102000004169 proteins and genes Human genes 0.000 description 3
- 208000000236 Prostatic Neoplasms Diseases 0.000 description 2
- 230000006978 adaptation Effects 0.000 description 2
- 201000011510 cancer Diseases 0.000 description 2
- 238000007418 data mining Methods 0.000 description 2
- 201000010099 disease Diseases 0.000 description 2
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 2
- 238000013399 early diagnosis Methods 0.000 description 2
- 238000009396 hybridization Methods 0.000 description 2
- 238000004949 mass spectrometry Methods 0.000 description 2
- 238000005259 measurement Methods 0.000 description 2
- 108020004999 messenger RNA Proteins 0.000 description 2
- 238000010606 normalization Methods 0.000 description 2
- 230000000284 resting effect Effects 0.000 description 2
- 230000009466 transformation Effects 0.000 description 2
- 238000000018 DNA microarray Methods 0.000 description 1
- 206010061535 Ovarian neoplasm Diseases 0.000 description 1
- 101100020289 Xenopus laevis koza gene Proteins 0.000 description 1
- 239000000427 antigen Substances 0.000 description 1
- 102000036639 antigens Human genes 0.000 description 1
- 108091007433 antigens Proteins 0.000 description 1
- 238000013528 artificial neural network Methods 0.000 description 1
- 230000008901 benefit Effects 0.000 description 1
- 239000012472 biological sample Substances 0.000 description 1
- 210000004027 cell Anatomy 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 230000002596 correlated effect Effects 0.000 description 1
- 230000000875 corresponding effect Effects 0.000 description 1
- 238000011156 evaluation Methods 0.000 description 1
- 238000007429 general method Methods 0.000 description 1
- 230000010365 information processing Effects 0.000 description 1
- 238000012417 linear regression Methods 0.000 description 1
- 230000036210 malignancy Effects 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 239000000463 material Substances 0.000 description 1
- 238000001840 matrix-assisted laser desorption--ionisation time-of-flight mass spectrometry Methods 0.000 description 1
- 230000007246 mechanism Effects 0.000 description 1
- 230000002503 metabolic effect Effects 0.000 description 1
- 239000013610 patient sample Substances 0.000 description 1
- 108091033319 polynucleotide Proteins 0.000 description 1
- 102000040430 polynucleotide Human genes 0.000 description 1
- 239000002157 polynucleotide Substances 0.000 description 1
- 238000011471 prostatectomy Methods 0.000 description 1
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- 238000004611 spectroscopical analysis Methods 0.000 description 1
- 230000003068 static effect Effects 0.000 description 1
- 238000000672 surface-enhanced laser desorption--ionisation Methods 0.000 description 1
- 238000001356 surgical procedure Methods 0.000 description 1
- 208000024891 symptom Diseases 0.000 description 1
- 238000001196 time-of-flight mass spectrum Methods 0.000 description 1
- 238000012795 verification Methods 0.000 description 1
Classifications
-
- 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)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- General Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Health & Medical Sciences (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)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US21240400P | 2000-06-19 | 2000-06-19 | |
| US60212404 | 2000-06-19 | ||
| PCT/US2001/019376 WO2001099043A1 (fr) | 2000-06-19 | 2001-06-19 | Procede de classification heuristique |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| AU2001269877A1 true AU2001269877A1 (en) | 2002-01-02 |
Family
ID=22790864
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| AU2001269877A Abandoned AU2001269877A1 (en) | 2000-06-19 | 2001-06-19 | Heuristic method of classification |
Country Status (19)
| Country | Link |
|---|---|
| US (3) | US7096206B2 (fr) |
| EP (1) | EP1292912B1 (fr) |
| JP (1) | JP2003536179A (fr) |
| KR (2) | KR20030051435A (fr) |
| CN (2) | CN1741036A (fr) |
| AT (1) | ATE406627T1 (fr) |
| AU (1) | AU2001269877A1 (fr) |
| BR (1) | BR0111742A (fr) |
| CA (1) | CA2411906A1 (fr) |
| DE (1) | DE60135549D1 (fr) |
| EA (1) | EA006272B1 (fr) |
| HK (1) | HK1059494A1 (fr) |
| IL (1) | IL153189A0 (fr) |
| MX (1) | MXPA02012167A (fr) |
| NO (1) | NO20026087L (fr) |
| NZ (1) | NZ522859A (fr) |
| SG (1) | SG143055A1 (fr) |
| WO (1) | WO2001099043A1 (fr) |
| ZA (1) | ZA200209845B (fr) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116304114A (zh) * | 2023-05-11 | 2023-06-23 | 青岛市黄岛区中心医院 | 基于外科护理的智能数据处理方法及系统 |
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| US20030009293A1 (en) * | 2001-01-09 | 2003-01-09 | Anderson Norman G. | Reference database |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116304114A (zh) * | 2023-05-11 | 2023-06-23 | 青岛市黄岛区中心医院 | 基于外科护理的智能数据处理方法及系统 |
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| US20060112041A1 (en) | 2006-05-25 |
| HK1059494A1 (en) | 2004-07-02 |
| US20070185824A1 (en) | 2007-08-09 |
| NZ522859A (en) | 2005-08-26 |
| US20020046198A1 (en) | 2002-04-18 |
| DE60135549D1 (de) | 2008-10-09 |
| CN1446344A (zh) | 2003-10-01 |
| CA2411906A1 (fr) | 2001-12-27 |
| IL153189A0 (en) | 2003-06-24 |
| EP1292912B1 (fr) | 2008-08-27 |
| US7240038B2 (en) | 2007-07-03 |
| MXPA02012167A (es) | 2004-08-19 |
| JP2003536179A (ja) | 2003-12-02 |
| KR20030051435A (ko) | 2003-06-25 |
| NO20026087L (no) | 2003-02-13 |
| ZA200209845B (en) | 2003-10-21 |
| BR0111742A (pt) | 2004-02-03 |
| US7499891B2 (en) | 2009-03-03 |
| KR20090019019A (ko) | 2009-02-24 |
| KR101047575B1 (ko) | 2011-07-13 |
| NO20026087D0 (no) | 2002-12-18 |
| EA200300035A1 (ru) | 2003-10-30 |
| US7096206B2 (en) | 2006-08-22 |
| EP1292912A1 (fr) | 2003-03-19 |
| WO2001099043A1 (fr) | 2001-12-27 |
| CN1741036A (zh) | 2006-03-01 |
| SG143055A1 (en) | 2008-06-27 |
| EA006272B1 (ru) | 2005-10-27 |
| ATE406627T1 (de) | 2008-09-15 |
| CN1249620C (zh) | 2006-04-05 |
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