ATE521952T1 - Vorverarbeitung und nachverarbeitung von verbesserter kenntnisentdeckung unter verwendung von unterstützungsvektormaschinen - Google Patents
Vorverarbeitung und nachverarbeitung von verbesserter kenntnisentdeckung unter verwendung von unterstützungsvektormaschinenInfo
- Publication number
- ATE521952T1 ATE521952T1 AT99920302T AT99920302T ATE521952T1 AT E521952 T1 ATE521952 T1 AT E521952T1 AT 99920302 T AT99920302 T AT 99920302T AT 99920302 T AT99920302 T AT 99920302T AT E521952 T1 ATE521952 T1 AT E521952T1
- Authority
- AT
- Austria
- Prior art keywords
- data
- processed
- processing
- learning machine
- post
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- 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
- G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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]
Applications Claiming Priority (6)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US8396198P | 1998-05-01 | 1998-05-01 | |
US30338699A | 1999-05-01 | 1999-05-01 | |
US30338999A | 1999-05-01 | 1999-05-01 | |
US09/303,387 US6128608A (en) | 1998-05-01 | 1999-05-01 | Enhancing knowledge discovery using multiple support vector machines |
US09/305,345 US6157921A (en) | 1998-05-01 | 1999-05-01 | Enhancing knowledge discovery using support vector machines in a distributed network environment |
PCT/US1999/009666 WO1999057622A2 (en) | 1998-05-01 | 1999-05-03 | Pre-processing and post-processing for enhancing knowledge discovery using support vector machines |
Publications (1)
Publication Number | Publication Date |
---|---|
ATE521952T1 true ATE521952T1 (de) | 2011-09-15 |
Family
ID=27536346
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
AT99920302T ATE521952T1 (de) | 1998-05-01 | 1999-05-03 | Vorverarbeitung und nachverarbeitung von verbesserter kenntnisentdeckung unter verwendung von unterstützungsvektormaschinen |
Country Status (7)
Country | Link |
---|---|
EP (2) | EP1082646B1 (de) |
AT (1) | ATE521952T1 (de) |
AU (1) | AU764897B2 (de) |
BG (1) | BG105007A (de) |
CA (1) | CA2330878C (de) |
ID (1) | ID28800A (de) |
WO (1) | WO1999057622A2 (de) |
Families Citing this family (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2001031580A2 (en) * | 1999-10-27 | 2001-05-03 | Biowulf Technologies, Llc | Methods and devices for identifying patterns in biological systems |
AU1350501A (en) * | 1999-10-27 | 2001-05-08 | Barnhill Technologies, Llc | Methods and devices for identifying patterns in biological systems and methods for uses thereof |
AUPQ684400A0 (en) | 2000-04-11 | 2000-05-11 | Telstra R & D Management Pty Ltd | A gradient based training method for a support vector machine |
US6721720B2 (en) * | 2001-02-22 | 2004-04-13 | Hewlett-Packard Development Company, L.P. | Methods and structure for characterization of bayesian belief networks |
CA2377213A1 (en) * | 2001-03-20 | 2002-09-20 | Ortho-Clinical Diagnostics, Inc. | Method for providing clinical diagnostic services |
US20030158827A1 (en) * | 2001-06-26 | 2003-08-21 | Intuition Intelligence, Inc. | Processing device with intuitive learning capability |
US7054847B2 (en) * | 2001-09-05 | 2006-05-30 | Pavilion Technologies, Inc. | System and method for on-line training of a support vector machine |
US7313268B2 (en) | 2002-10-31 | 2007-12-25 | Eastman Kodak Company | Method for using effective spatio-temporal image recomposition to improve scene classification |
US9858534B2 (en) | 2013-11-22 | 2018-01-02 | California Institute Of Technology | Weight generation in machine learning |
US10558935B2 (en) | 2013-11-22 | 2020-02-11 | California Institute Of Technology | Weight benefit evaluator for training data |
US10535014B2 (en) | 2014-03-10 | 2020-01-14 | California Institute Of Technology | Alternative training distribution data in machine learning |
US9953271B2 (en) | 2013-11-22 | 2018-04-24 | California Institute Of Technology | Generation of weights in machine learning |
CN110781906B (zh) * | 2018-07-31 | 2023-05-30 | 中国工程物理研究院电子工程研究所 | 一种基于半监督支持向量机的n-γ甄别方法 |
Family Cites Families (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US83961A (en) | 1868-11-10 | Improved journal-box | ||
EP1235177A3 (de) * | 1993-12-16 | 2003-10-08 | divine technology ventures | Numerische aktive Werbung |
US5809144A (en) * | 1995-08-24 | 1998-09-15 | Carnegie Mellon University | Method and apparatus for purchasing and delivering digital goods over a network |
-
1999
- 1999-05-03 EP EP99920302A patent/EP1082646B1/de not_active Expired - Lifetime
- 1999-05-03 EP EP10184558A patent/EP2296105B1/de not_active Expired - Lifetime
- 1999-05-03 AU AU37830/99A patent/AU764897B2/en not_active Ceased
- 1999-05-03 ID IDW20002516A patent/ID28800A/id unknown
- 1999-05-03 CA CA2330878A patent/CA2330878C/en not_active Expired - Lifetime
- 1999-05-03 WO PCT/US1999/009666 patent/WO1999057622A2/en active IP Right Grant
- 1999-05-03 AT AT99920302T patent/ATE521952T1/de not_active IP Right Cessation
-
2000
- 2000-11-30 BG BG105007A patent/BG105007A/xx unknown
Also Published As
Publication number | Publication date |
---|---|
BG105007A (en) | 2001-09-28 |
EP1082646A2 (de) | 2001-03-14 |
AU764897B2 (en) | 2003-09-04 |
WO1999057622A3 (en) | 2000-04-13 |
AU3783099A (en) | 1999-11-23 |
EP2296105A1 (de) | 2011-03-16 |
WO1999057622A2 (en) | 1999-11-11 |
CA2330878A1 (en) | 1999-11-11 |
EP1082646B1 (de) | 2011-08-24 |
EP2296105B1 (de) | 2012-10-10 |
CA2330878C (en) | 2011-03-01 |
EP1082646A4 (de) | 2001-12-05 |
ID28800A (id) | 2001-07-05 |
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