IDEAS home Printed from https://ideas.repec.org/a/eee/chsofr/v89y2016icp322-327.html
   My bibliography  Save this article

Leave-two-out stability of ontology learning algorithm

Author

Listed:
  • Wu, Jianzhang
  • Yu, Xiao
  • Zhu, Linli
  • Gao, Wei

Abstract

Ontology is a semantic analysis and calculation model, which has been applied to many subjects. Ontology similarity calculation and ontology mapping are employed as machine learning approaches. The purpose of this paper is to study the leave-two-out stability of ontology learning algorithm. Several leave-two-out stabilities are defined in ontology learning setting and the relationship among these stabilities are presented. Furthermore, the results manifested reveal that leave-two-out stability is a sufficient and necessary condition for ontology learning algorithm.

Suggested Citation

  • Wu, Jianzhang & Yu, Xiao & Zhu, Linli & Gao, Wei, 2016. "Leave-two-out stability of ontology learning algorithm," Chaos, Solitons & Fractals, Elsevier, vol. 89(C), pages 322-327.
  • Handle: RePEc:eee:chsofr:v:89:y:2016:i:c:p:322-327
    DOI: 10.1016/j.chaos.2015.12.013
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960077915004312
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chaos.2015.12.013?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Jianzhang Wu & Xiao Yu & Wei Gao, 2014. "Learning rate of gradient descent multi-dividing ontology algorithm," International Journal of Manufacturing Technology and Management, Inderscience Enterprises Ltd, vol. 28(4/5/6), pages 217-230.
    2. Wei Gao & Tianwei Xu, 2013. "Stability Analysis of Learning Algorithms for Ontology Similarity Computation," Abstract and Applied Analysis, Hindawi, vol. 2013, pages 1-9, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nguyen, Truong Khang & Soomro, Feroz Ahmed & Ali, Jagar A. & Haq, Rizwan Ul & Sheikholeslami, M. & Shafee, Ahmad, 2020. "Heat transfer of ethylene glycol-Fe3O4 nanofluid enclosed by curved porous cavity including electric field," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 550(C).
    2. Manh, Tran Dinh & Tlili, I. & Shafee, Ahmad & Nguyen-Thoi, Trung & Hamouda, Hassen, 2020. "Modeling of hybrid nanofluid behavior within a permeable media involving buoyancy effect," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 554(C).
    3. Xiong, Qingang & Tlili, I. & Dara, Rebwar Nasir & Shafee, Ahmad & Nguyen-Thoi, Trung & Rebey, Amor & Haq, Rizwan-ul & Li, Z., 2020. "Energy storage simulation involving NEPCM solidification in appearance of fins," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 544(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:chsofr:v:89:y:2016:i:c:p:322-327. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Thayer, Thomas R. (email available below). General contact details of provider: https://www.journals.elsevier.com/chaos-solitons-and-fractals .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.