EP3172701A4 - A general formal concept analysis (fca) framework for classification - Google Patents

A general formal concept analysis (fca) framework for classification Download PDF

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Publication number
EP3172701A4
EP3172701A4 EP15841555.4A EP15841555A EP3172701A4 EP 3172701 A4 EP3172701 A4 EP 3172701A4 EP 15841555 A EP15841555 A EP 15841555A EP 3172701 A4 EP3172701 A4 EP 3172701A4
Authority
EP
European Patent Office
Prior art keywords
fca
classification
framework
concept analysis
formal concept
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.)
Ceased
Application number
EP15841555.4A
Other languages
German (de)
French (fr)
Other versions
EP3172701A2 (en
Inventor
Michael J. O'brien
James BENVENUTO
Rajan Bhattacharyya
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
Priority claimed from US14/489,313 external-priority patent/US9646248B1/en
Application filed by HRL Laboratories LLC filed Critical HRL Laboratories LLC
Publication of EP3172701A2 publication Critical patent/EP3172701A2/en
Publication of EP3172701A4 publication Critical patent/EP3172701A4/en
Ceased legal-status Critical Current

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Compositions Of Macromolecular Compounds (AREA)
EP15841555.4A 2014-07-23 2015-07-23 A general formal concept analysis (fca) framework for classification Ceased EP3172701A4 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201462028171P 2014-07-23 2014-07-23
US14/489,313 US9646248B1 (en) 2014-07-23 2014-09-17 Mapping across domains to extract conceptual knowledge representation from neural systems
PCT/US2015/041744 WO2016043846A2 (en) 2014-07-23 2015-07-23 A general formal concept analysis (fca) framework for classification

Publications (2)

Publication Number Publication Date
EP3172701A2 EP3172701A2 (en) 2017-05-31
EP3172701A4 true EP3172701A4 (en) 2018-03-28

Family

ID=55533994

Family Applications (1)

Application Number Title Priority Date Filing Date
EP15841555.4A Ceased EP3172701A4 (en) 2014-07-23 2015-07-23 A general formal concept analysis (fca) framework for classification

Country Status (3)

Country Link
EP (1) EP3172701A4 (en)
CN (1) CN106575380B (en)
WO (1) WO2016043846A2 (en)

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10360506B2 (en) * 2014-07-23 2019-07-23 Hrl Laboratories, Llc General formal concept analysis (FCA) framework for classification
US10671917B1 (en) 2014-07-23 2020-06-02 Hrl Laboratories, Llc System for mapping extracted Neural activity into Neuroceptual graphs
EP3330868A1 (en) * 2016-12-05 2018-06-06 British Telecommunications public limited company Clustering apparatus and method
CN110392549B (en) * 2017-05-03 2022-02-11 赫尔实验室有限公司 Systems, methods and media for determining brain stimulation that elicits a desired behavior
CN107578102A (en) * 2017-07-21 2018-01-12 韩永刚 One species neurode information processing method and smart machine
WO2019075637A1 (en) * 2017-10-17 2019-04-25 深圳中兴力维技术有限公司 Method and device for detecting input/output request behavior, and storage medium
CN110837832A (en) * 2019-11-08 2020-02-25 深圳市深视创新科技有限公司 Rapid OCR recognition method based on deep learning network
US11971962B2 (en) 2020-04-28 2024-04-30 Cisco Technology, Inc. Learning and assessing device classification rules

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060112108A1 (en) * 2003-02-06 2006-05-25 Email Analysis Pty Ltd. Information classification and retrieval using concept lattices
CN101699444A (en) * 2009-10-20 2010-04-28 武汉大学 Formal concept analysis based remote sensing information processing service classification body constructing method

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060212470A1 (en) * 2005-03-21 2006-09-21 Case Western Reserve University Information organization using formal concept analysis
CN102508767B (en) * 2011-09-30 2014-08-13 东南大学 Software maintenance method based on formal concept analysis
US9495454B2 (en) * 2012-03-08 2016-11-15 Chih-Pin TANG User apparatus, system and method for dynamically reclassifying and retrieving target information object
EP2645274A1 (en) * 2012-03-29 2013-10-02 British Telecommunications Public Limited Company Data processing apparatus and methods for reducing of lattice diagrams
JP5725623B2 (en) * 2012-05-08 2015-05-27 日本電信電話株式会社 Program analysis apparatus and method, and program
CN103123607B (en) * 2013-03-08 2015-07-15 扬州大学 Software regression testing method based on formal conceptual analysis

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060112108A1 (en) * 2003-02-06 2006-05-25 Email Analysis Pty Ltd. Information classification and retrieval using concept lattices
CN101699444A (en) * 2009-10-20 2010-04-28 武汉大学 Formal concept analysis based remote sensing information processing service classification body constructing method

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
KABURLASOS VASSILIS G ET AL: "FCknn: A granular knn classifier based on formal concepts", 2014 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), IEEE, 6 July 2014 (2014-07-06), pages 61 - 68, XP032637466, DOI: 10.1109/FUZZ-IEEE.2014.6891726 *
VAN ERP M ET AL: "An overview and comparison of voting methods for pattern recognition", FRONTIERS IN HANDWRITING RECOGNITION, 2002. PROCEEDINGS. EIGHTH INTERN ATIONAL WORKSHOP ON AUG. 6-8, 2002, PISCATAWAY, NJ, USA,IEEE, 6 August 2002 (2002-08-06), pages 195 - 200, XP010601655, ISBN: 978-0-7695-1692-9 *
ZHIPENG XIE ET AL: "Concept lattice based composite classifiers for high predictability", JOURNAL OF EXPERIMENTAL AND THEORETICAL ARTIFICIALINTELLIGENCE., vol. 14, no. 2-3, 1 April 2002 (2002-04-01), GB, pages 143 - 156, XP055448570, ISSN: 0952-813X, DOI: 10.1080/09528130210164206 *

Also Published As

Publication number Publication date
WO2016043846A4 (en) 2016-10-13
WO2016043846A3 (en) 2016-08-18
CN106575380A (en) 2017-04-19
EP3172701A2 (en) 2017-05-31
CN106575380B (en) 2019-07-16
WO2016043846A2 (en) 2016-03-24

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