Outlier estimation and detection: Application to Skin Lesion Classification

Sigurdur Sigurdsson, Jan Larsen, Lars Kai Hansen, Peter Alshede Philipsen, Hans Christian Wulf

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    Abstract

    We extend MacKay's (1992) Bayesian approach to neural classifiers to include an outlier detector mechanism. We show that the outlier detector can locate misclassified samples
    Original languageEnglish
    Title of host publicationInternational conference on acoustics, speech and signal processing, May 13-17
    PublisherIEEE
    Publication date2002
    Pages1049-1052
    ISBN (Print)0-7803-7402-9
    Publication statusPublished - 2002
    EventInternational conference on acoustics, speech and signal processing - Orlando, FL
    Duration: 1 Jan 2002 → …

    Conference

    ConferenceInternational conference on acoustics, speech and signal processing
    CityOrlando, FL
    Period01/01/2002 → …

    Bibliographical note

    Copyright: 2002 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE

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