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Feature Selection with Single-Layer Perceptrons for a multicentre 1H-MRS brain tumour database
(2009-06-12)
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A Feature Selection process with Single-Layer Perceptrons is shown to provide optimum discrimination of an international, multi-centre 1H-MRS database of brain tumors at reasonable computational cost. Results are both ...
Sepsis mortality prediction with the Quotient Basis Kernel
(2014-05)
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Objective: This paper presents an algorithm to assess the risk of death in patients with sepsis. Sepsis is a common clinical syndrome in the intensive care unit (ICU) that can lead to severe sepsis, a severe state of septic ...
Fuzzy inductive reasoning: a consolidated approach to data-driven construction of complex dynamical systems
(2012)
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Fuzzy inductive reasoning (FIR) is a modelling and simulation methodology derived from the General Systems Problem Solver. It compares favourably with other soft computing methodologies, such as neural networks, genetic ...