EP3326118A4 - A parzen window feature selection algorithm for formal concept analysis (fca) - Google Patents

A parzen window feature selection algorithm for formal concept analysis (fca) Download PDF

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Publication number
EP3326118A4
EP3326118A4 EP16828171.5A EP16828171A EP3326118A4 EP 3326118 A4 EP3326118 A4 EP 3326118A4 EP 16828171 A EP16828171 A EP 16828171A EP 3326118 A4 EP3326118 A4 EP 3326118A4
Authority
EP
European Patent Office
Prior art keywords
fca
feature selection
selection algorithm
window feature
concept analysis
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.)
Withdrawn
Application number
EP16828171.5A
Other languages
German (de)
French (fr)
Other versions
EP3326118A1 (en
Inventor
Michael J. O'brien
Kang-Yu NI
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 US14/807,083 external-priority patent/US10360506B2/en
Application filed by HRL Laboratories LLC filed Critical HRL Laboratories LLC
Publication of EP3326118A1 publication Critical patent/EP3326118A1/en
Publication of EP3326118A4 publication Critical patent/EP3326118A4/en
Withdrawn legal-status Critical Current

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Classifications

    • 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]
    • 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
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • 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

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • General Physics & Mathematics (AREA)
  • Computational Linguistics (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Biophysics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
EP16828171.5A 2015-07-23 2016-05-10 A parzen window feature selection algorithm for formal concept analysis (fca) Withdrawn EP3326118A4 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201562195876P 2015-07-23 2015-07-23
US14/807,083 US10360506B2 (en) 2014-07-23 2015-07-23 General formal concept analysis (FCA) framework for classification
PCT/US2016/031644 WO2017014826A1 (en) 2015-07-23 2016-05-10 A parzen window feature selection algorithm for formal concept analysis (fca)

Publications (2)

Publication Number Publication Date
EP3326118A1 EP3326118A1 (en) 2018-05-30
EP3326118A4 true EP3326118A4 (en) 2019-03-27

Family

ID=57834502

Family Applications (1)

Application Number Title Priority Date Filing Date
EP16828171.5A Withdrawn EP3326118A4 (en) 2015-07-23 2016-05-10 A parzen window feature selection algorithm for formal concept analysis (fca)

Country Status (3)

Country Link
EP (1) EP3326118A4 (en)
CN (1) CN107710239A (en)
WO (1) WO2017014826A1 (en)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10866992B2 (en) 2016-05-14 2020-12-15 Gratiana Denisa Pol System and methods for identifying, aggregating, and visualizing tested variables and causal relationships from scientific research
CN114245912A (en) * 2019-09-24 2022-03-25 赫尔实验室有限公司 System and method for perceptual error evaluation and correction by solving optimization problems under constraints based on probabilistic signal temporal logic

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA2743462C (en) * 1999-07-30 2012-10-16 Basantkumar John Oommen A method of generating attribute cardinality maps
US8495001B2 (en) * 2008-08-29 2013-07-23 Primal Fusion Inc. Systems and methods for semantic concept definition and semantic concept relationship synthesis utilizing existing domain definitions
WO2010147010A1 (en) * 2009-06-17 2010-12-23 日本電気株式会社 Module classification analysis system, module classification analysis method, and module classification analysis program
US9495454B2 (en) * 2012-03-08 2016-11-15 Chih-Pin TANG User apparatus, system and method for dynamically reclassifying and retrieving target information object

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
"Serious Games", vol. 7278, 7 May 2012, SPRINGER INTERNATIONAL PUBLISHING, Cham, ISBN: 978-3-642-37803-4, ISSN: 0302-9743, article DOMINIK ENDRES ET AL: "Understanding the Semantic Structure of Human fMRI Brain Recordings with Formal Concept Analysis", pages: 96 - 111, XP055552207, 032682, DOI: 10.1007/978-3-642-29892-9_13 *
DAVID ERNESTO CARO-CONTRERAS ET AL: "Computing the Concept Lattice using Dendritical Neural Networks", 5 June 2013 (2013-06-05), XP055556089, Retrieved from the Internet <URL:http://ceur-ws.org/Vol-1062/paper12.pdf> [retrieved on 20190213] *
See also references of WO2017014826A1 *
STÉPHANIE GUILLAS ET AL: "Concept lattices: a tool for primitives selection?", 1 January 2005 (2005-01-01), France, XP055556117, Retrieved from the Internet <URL:http://documents.irevues.inist.fr/bitstream/handle/2042/4397/08-Guillas%20et%20al%20couleur.pdf?sequence=1> [retrieved on 20190213] *

Also Published As

Publication number Publication date
WO2017014826A1 (en) 2017-01-26
CN107710239A (en) 2018-02-16
EP3326118A1 (en) 2018-05-30

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