AU2002230050A1 - Feature selection for neural networks - Google Patents
Feature selection for neural networksInfo
- Publication number
- AU2002230050A1 AU2002230050A1 AU2002230050A AU2002230050A AU2002230050A1 AU 2002230050 A1 AU2002230050 A1 AU 2002230050A1 AU 2002230050 A AU2002230050 A AU 2002230050A AU 2002230050 A AU2002230050 A AU 2002230050A AU 2002230050 A1 AU2002230050 A1 AU 2002230050A1
- Authority
- AU
- Australia
- Prior art keywords
- neural networks
- feature selection
- selection
- feature
- neural
- 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
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
- G06F18/211—Selection of the most significant subset of features
- G06F18/2115—Selection of the most significant subset of features by evaluating different subsets according to an optimisation criterion, e.g. class separability, forward selection or backward elimination
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Life Sciences & Earth Sciences (AREA)
- Artificial Intelligence (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Computing Systems (AREA)
- Software Systems (AREA)
- Molecular Biology (AREA)
- Computational Linguistics (AREA)
- Biophysics (AREA)
- Biomedical Technology (AREA)
- Mathematical Physics (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Biology (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
IE20010076 | 2001-01-31 | ||
IE010076 | 2001-01-31 | ||
PCT/IE2002/000012 WO2002061678A2 (en) | 2001-01-31 | 2002-01-31 | Feature selection for neural networks |
Publications (1)
Publication Number | Publication Date |
---|---|
AU2002230050A1 true AU2002230050A1 (en) | 2002-08-12 |
Family
ID=11042724
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
AU2002230050A Abandoned AU2002230050A1 (en) | 2001-01-31 | 2002-01-31 | Feature selection for neural networks |
Country Status (4)
Country | Link |
---|---|
EP (1) | EP1405263A2 (en) |
AU (1) | AU2002230050A1 (en) |
IE (1) | IES20020061A2 (en) |
WO (1) | WO2002061678A2 (en) |
Families Citing this family (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN100367300C (en) * | 2006-07-07 | 2008-02-06 | 华中科技大学 | Characteristic selecting method based on artificial nerve network |
FI20070159A0 (en) | 2007-02-23 | 2007-02-23 | Teknillinen Korkeakoulu | Procedure for integration of information, choice and learning of representation |
CN107480686B (en) * | 2016-06-08 | 2021-03-30 | 阿里巴巴集团控股有限公司 | Method and device for screening machine learning characteristics |
EP3562162A1 (en) * | 2018-04-27 | 2019-10-30 | InterDigital VC Holdings, Inc. | Method and apparatus for video encoding and decoding based on neural network implementation of cabac |
CN109934255B (en) * | 2019-01-22 | 2023-05-30 | 小黄狗环保科技有限公司 | Model fusion method suitable for classification and identification of delivered objects of beverage bottle recycling machine |
CN114268625B (en) * | 2020-09-14 | 2024-01-02 | 腾讯科技(深圳)有限公司 | Feature selection method, device, equipment and storage medium |
Family Cites Families (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5359699A (en) * | 1991-12-02 | 1994-10-25 | General Electric Company | Method for using a feed forward neural network to perform classification with highly biased data |
WO1994025933A1 (en) * | 1993-04-30 | 1994-11-10 | Pavilion Technologies, Inc. | Method and apparatus for determining the sensitivity of inputs to a neural network on output parameters |
-
2002
- 2002-01-31 AU AU2002230050A patent/AU2002230050A1/en not_active Abandoned
- 2002-01-31 EP EP02711170A patent/EP1405263A2/en not_active Withdrawn
- 2002-01-31 IE IE20020061A patent/IES20020061A2/en not_active IP Right Cessation
- 2002-01-31 WO PCT/IE2002/000012 patent/WO2002061678A2/en not_active Application Discontinuation
Also Published As
Publication number | Publication date |
---|---|
WO2002061678A2 (en) | 2002-08-08 |
IE20020062A1 (en) | 2002-08-07 |
WO2002061678A3 (en) | 2004-01-22 |
EP1405263A2 (en) | 2004-04-07 |
IES20020061A2 (en) | 2002-08-07 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
MK6 | Application lapsed section 142(2)(f)/reg. 8.3(3) - pct applic. not entering national phase |