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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...
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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...
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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...