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    SIGKDD
    2008
    150views more  SIGKDD 2008»
    Learning to improve area-under-FROC for imbalanced medical data classification using an ensemble method
    13 years 8 months ago
    Learning to improve area-under-FROC for imbalanced medical data classification using an ensemble method
    Download  www.sigkdd.org
    This paper presents our solution for KDD Cup 2008 competition that aims at optimizing the area under ROC for breast cancer detection. We exploited weighted-based classification me...
    Hung-Yi Lo, Chun-Min Chang, Tsung-Hsien Chiang, Ch...
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    CVPR
    2007
    IEEE
    153views Computer Vision» more  CVPR 2007»
    A Bio-inspired Learning Approach for the Classification of Risk Zones in a Smart Space
    14 years 10 months ago
    A Bio-inspired Learning Approach for the Classification of Risk Zones in a Smart Space
    Download  www.isip40.it
    Learning from experience is a basic task of human brain that is not yet fulfilled satisfactorily by computers. Therefore, in recent years to cope with this issue, bio-inspired app...
    Alessio Dore, Matteo Pinasco, Carlo S. Regazzoni
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    CHI
    2007
    ACM
    229views Human Computer Interaction» more  CHI 2007»
    Hard lessons: effort-inducing interfaces benefit spatial learning
    14 years 8 months ago
    Hard lessons: effort-inducing interfaces benefit spatial learning
    Download  pokristensson.com
    Interface designers normally strive for a design that minimises the user's effort. However, when the design's objective is to train users to interact with interfaces tha...
    Andy Cockburn, Per Ola Kristensson, Jason Alexande...
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    LWA
    2004
    144views Software Engineering» more  LWA 2004»
    Modeling Rule Precision
    13 years 9 months ago
    Modeling Rule Precision
    Download  www.ofai.at
    This paper reports first results of an empirical study of the precision of classification rules on an independent test set. We generated a large number of rules using a general co...
    Johannes Fürnkranz
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    CCIA
    2005
    Springer
    89views Artificial Intelligence» more  CCIA 2005»
    On the usefulness of supervised learning for vessel border detection in IntraVascular Imaging
    14 years 2 months ago
    On the usefulness of supervised learning for vessel border detection in IntraVascular Imaging
    Download  www.cvc.uab.es
    IntraVascular UltraSound (IVUS) imaging is a useful tool in diagnosis of cardiac diseases since sequences completely show the morphology of coronary vessels. Vessel borders detecti...
    Aura Hernandez, Debora Gil, Petia Radeva
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