Browsing University of Galway Support Services by Subject "machine learning"
Now showing items 1-5 of 5
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An improved genetic programming technique for the classification of raman spectra
(Elsevier BV, 2005-08-01) -
Detecting freezing of gait with a tri-axial accelerometer in parkinson’s disease patients
(Springer Nature, 2015-10-01)Freezing of gait (FOG) is a common motor symptom of Parkinson's disease (PD), which presents itself as an inability to initiate or continue gait. This paper presents a method to monitor FOG episodes based only on acceleration ... -
Diagnosing breast cancer with microwave technology: remaining challenges and potential solutions with machine learning
(MDPI AG, 2018-05-19)Currently, breast cancer often requires invasive biopsies for diagnosis, motivating researchers to design and develop non-invasive and automated diagnosis systems. Recent microwave breast imaging studies have shown how ... -
Seq-ing improved gene expression estimates from microarrays using machine learning
(Springer Nature, 2015-09-04)Background: Quantifying gene expression by RNA-Seq has several advantages over microarrays, including greater dynamic range and gene expression estimates on an absolute, rather than a relative scale. Nevertheless, microarrays ... -
The effect of principal component analysis on machine learning accuracy with high-dimensional spectral data
(Elsevier BV, 2006-09-01)