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ON THE GRAPH EDIT DISTANCE COST: PROPERTIES AND APPLICATIONS

  • Identification data

    Identifier: imarina:9245873
    Handle: https://hdl.handle.net/20.500.11797/imarina9245873
    Authors:
    Sole-Ribalta, AlbertSerratosa, FrancescSanfeliu, Alberto
    Abstract:
    We model the edit distance as a function in a labeling space. A labeling space is an Euclidean space where coordinates are the edit costs. Through this model, we define a class of cost. A class of cost is a region in the labeling space that all the edit costs have the same optimal labeling. Moreover, we characterize the distance value through the labeling space. This new point of view of the edit distance gives us the opportunity of defining some interesting properties that are useful for a better understanding of the edit distance. Finally, we show the usefulness of these properties through some applications.

  • Others:

    Author, as appears in the article.: Sole-Ribalta, Albert; Serratosa, Francesc; Sanfeliu, Alberto
    Department: Enginyeria Informàtica i Matemàtiques
    URV's Author/s: Serratosa Casanelles, Francesc d'Assís / Solé Ribalta, Albert
    Keywords: Sets Recognition Graph similarity Graph edit distance Graph edit costs Graph distance Error-correcting graph isomorphism Computation Algorithm
    Abstract: We model the edit distance as a function in a labeling space. A labeling space is an Euclidean space where coordinates are the edit costs. Through this model, we define a class of cost. A class of cost is a region in the labeling space that all the edit costs have the same optimal labeling. Moreover, we characterize the distance value through the labeling space. This new point of view of the edit distance gives us the opportunity of defining some interesting properties that are useful for a better understanding of the edit distance. Finally, we show the usefulness of these properties through some applications.
    Thematic Areas: Software Engenharias iv Educação Computer vision and pattern recognition Computer science, artificial intelligence Ciência da computação Astronomia / física Artificial intelligence
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    Author's mail: albert.sole@urv.cat francesc.serratosa@urv.cat
    Author identifier: 0000-0002-2953-5338 0000-0001-6112-5913
    Record's date: 2024-10-12
    Papper version: info:eu-repo/semantics/acceptedVersion
    Link to the original source: https://www.worldscientific.com/doi/abs/10.1142/S021800141260004X
    Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
    Papper original source: International Journal Of Pattern Recognition And Artificial Intelligence. 26 (5): 1260004-
    APA: Sole-Ribalta, Albert; Serratosa, Francesc; Sanfeliu, Alberto (2012). ON THE GRAPH EDIT DISTANCE COST: PROPERTIES AND APPLICATIONS. International Journal Of Pattern Recognition And Artificial Intelligence, 26(5), 1260004-. DOI: 10.1142/S021800141260004X
    Article's DOI: 10.1142/S021800141260004X
    Entity: Universitat Rovira i Virgili
    Journal publication year: 2012
    Publication Type: Journal Publications

  • Keywords:

    Artificial Intelligence,Computer Science, Artificial Intelligence,Computer Vision and Pattern Recognition,Software
    Sets
    Recognition
    Graph similarity
    Graph edit distance
    Graph edit costs
    Graph distance
    Error-correcting graph isomorphism
    Computation
    Algorithm
    Software
    Engenharias iv
    Educação
    Computer vision and pattern recognition
    Computer science, artificial intelligence
    Ciência da computação
    Astronomia / física
    Artificial intelligence

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