AU2001229581A1 - Fuzzy expert system for interpretable rule extraction from neural networks - Google Patents

Fuzzy expert system for interpretable rule extraction from neural networks

Info

Publication number
AU2001229581A1
AU2001229581A1 AU2001229581A AU2958101A AU2001229581A1 AU 2001229581 A1 AU2001229581 A1 AU 2001229581A1 AU 2001229581 A AU2001229581 A AU 2001229581A AU 2958101 A AU2958101 A AU 2958101A AU 2001229581 A1 AU2001229581 A1 AU 2001229581A1
Authority
AU
Australia
Prior art keywords
neural networks
expert system
rule extraction
fuzzy expert
interpretable rule
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
Application number
AU2001229581A
Inventor
Yuri Owechko
Narayan Srinivasa
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
HRL Laboratories LLC
Original Assignee
HRL Laboratories LLC
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 HRL Laboratories LLC filed Critical HRL Laboratories LLC
Publication of AU2001229581A1 publication Critical patent/AU2001229581A1/en
Abandoned legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/02—Computing arrangements based on specific mathematical models using fuzzy logic
    • G06N7/04—Physical realisation
    • G06N7/046—Implementation by means of a neural network
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/24765—Rule-based classification
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/042—Knowledge-based neural networks; Logical representations of neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/59—Context or environment of the image inside of a vehicle, e.g. relating to seat occupancy, driver state or inner lighting conditions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/103—Static body considered as a whole, e.g. static pedestrian or occupant recognition
AU2001229581A 2000-02-16 2001-01-18 Fuzzy expert system for interpretable rule extraction from neural networks Abandoned AU2001229581A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US09/504,641 US6564198B1 (en) 2000-02-16 2000-02-16 Fuzzy expert system for interpretable rule extraction from neural networks
US09504641 2000-02-16
PCT/US2001/001629 WO2001061647A2 (en) 2000-02-16 2001-01-18 Fuzzy expert system for interpretable rule extraction from neural networks

Publications (1)

Publication Number Publication Date
AU2001229581A1 true AU2001229581A1 (en) 2001-08-27

Family

ID=24007139

Family Applications (1)

Application Number Title Priority Date Filing Date
AU2001229581A Abandoned AU2001229581A1 (en) 2000-02-16 2001-01-18 Fuzzy expert system for interpretable rule extraction from neural networks

Country Status (4)

Country Link
US (1) US6564198B1 (en)
EP (1) EP1256099A2 (en)
AU (1) AU2001229581A1 (en)
WO (1) WO2001061647A2 (en)

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DE10245107B4 (en) * 2002-09-27 2006-01-26 Siemens Ag Voice Activity Detection based on unsupervised trained clustering methods
US7756320B2 (en) * 2003-03-12 2010-07-13 Hitachi High-Technologies Corporation Defect classification using a logical equation for high stage classification
US8161049B2 (en) * 2004-08-11 2012-04-17 Allan Williams System and method for patent evaluation using artificial intelligence
US8145640B2 (en) * 2004-08-11 2012-03-27 Allan Williams System and method for patent evaluation and visualization of the results thereof
US7840460B2 (en) * 2004-08-11 2010-11-23 Allan Williams System and method for patent portfolio evaluation
US20060036453A1 (en) * 2004-08-11 2006-02-16 Allan Williams Bias compensated method and system for patent evaluation
US8145639B2 (en) * 2004-08-11 2012-03-27 Allan Williams System and methods for patent evaluation
US7813540B1 (en) 2005-01-13 2010-10-12 Oro Grande Technologies Llc System and method for detecting nuclear material in shipping containers
US8396825B2 (en) * 2009-02-25 2013-03-12 Toyota Motor Engineering & Manufacturing North America Method and system to recognize temporal events using enhanced temporal decision trees
US20130110818A1 (en) * 2011-10-28 2013-05-02 Eamonn O'Brien-Strain Profile driven extraction
US9715282B2 (en) 2013-03-29 2017-07-25 Microsoft Technology Licensing, Llc Closing, starting, and restarting applications
AU2014359084A1 (en) * 2013-12-06 2016-07-14 Zintera Corporation Pattern recognition system and method
US10354191B2 (en) * 2014-09-12 2019-07-16 University Of Southern California Linguistic goal oriented decision making
US9785855B2 (en) * 2015-12-17 2017-10-10 Conduent Business Services, Llc Coarse-to-fine cascade adaptations for license plate recognition with convolutional neural networks
US20180268291A1 (en) * 2017-03-14 2018-09-20 Wipro Limited System and method for data mining to generate actionable insights
EP3769270A4 (en) * 2018-03-21 2021-12-29 Nokia Technologies Oy A method, an apparatus and a computer program product for an interpretable neural network representation
CN109558826B (en) * 2018-11-23 2021-04-20 武汉灏存科技有限公司 Gesture recognition method, system, equipment and storage medium based on fuzzy clustering
US11100061B2 (en) * 2019-01-24 2021-08-24 EMC IP Holding Company LLC Automatically purging data using a deep neural network
US11687724B2 (en) 2020-09-30 2023-06-27 International Business Machines Corporation Word sense disambiguation using a deep logico-neural network

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US4730259A (en) * 1985-03-01 1988-03-08 Gallant Stephen I Matrix controlled expert system producible from examples
EP0468229A3 (en) * 1990-07-27 1994-01-26 Hnc Inc A neural network with expert system functionality
JP2605505B2 (en) * 1991-07-04 1997-04-30 株式会社日立製作所 Process operation support rule acquisition system, process operation support system, process operation control system, and process operation support rule acquisition method
US5438644A (en) 1991-09-09 1995-08-01 University Of Florida Translation of a neural network into a rule-based expert system
US5299285A (en) 1992-01-31 1994-03-29 The United States Of America As Represented By The Administrator, National Aeronautics And Space Administration Neural network with dynamically adaptable neurons
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US5701400A (en) * 1995-03-08 1997-12-23 Amado; Carlos Armando Method and apparatus for applying if-then-else rules to data sets in a relational data base and generating from the results of application of said rules a database of diagnostics linked to said data sets to aid executive analysis of financial data
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US5867799A (en) * 1996-04-04 1999-02-02 Lang; Andrew K. Information system and method for filtering a massive flow of information entities to meet user information classification needs

Also Published As

Publication number Publication date
EP1256099A2 (en) 2002-11-13
WO2001061647A3 (en) 2002-05-10
WO2001061647A2 (en) 2001-08-23
US6564198B1 (en) 2003-05-13

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