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  1. Chapter and Conference Paper

    An Investigation into the Effects of Multiple Kernel Combinations on Solutions Spaces in Support Vector Machines

    The use of Multiple Kernel Learning (MKL) for Support Vector Machines (SVM) in Machine Learning tasks is a growing field of study. MKL kernels expand on traditional base kernels that are used to improve perfor...

    Paul Kelly, Luca Longo in Artificial Intelligence Applications and Innovations (2018)

  2. Chapter and Conference Paper

    An Investigation of Argumentation Theory for the Prediction of Survival in Elderly Using Biomarkers

    Research on the discovery, classification and validation of biological markers, or biomarkers, have grown extensively in the last decades. Newfound and correctly validated biomarkers have great potential as pr...

    Lucas Rizzo, Ljiljana Majnaric in Artificial Intelligence Applications and I… (2018)

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    Chapter and Conference Paper

    Cognitive Effort for Multi-agent Systems

    Cognitive Effort is a multi-faceted phenomenon that has suffered from an imperfect understanding, an informal use in everyday life and numerous definitions. This paper attempts to clarify the concept, along wi...

    Luca Longo, Stephen Barrett in Brain Informatics (2010)