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Colin Campbell

Researcher at University of Edinburgh

Publications -  209
Citations -  12400

Colin Campbell is an academic researcher from University of Edinburgh. The author has contributed to research in topics: Support vector machine & Kernel method. The author has an hindex of 47, co-authored 205 publications receiving 11294 citations. Previous affiliations of Colin Campbell include Public Health England & Scottish National Blood Transfusion Service.

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Circulating microRNAs in sera correlate with soluble biomarkers of immune activation but do not predict mortality in ART treated individuals with HIV-1 infection : a case control study

Daniel D Murray, +1489 more
- 14 Oct 2015 - 
TL;DR: No associations with mortality were found with any circulating miRNAs studied and these results cast doubt onto the effectiveness of circulating miRNA as early predictors of mortality or the major underlying diseases that contribute to mortality in participants treated for HIV-1 infection.
Journal ArticleDOI

Support vector machines: hype or hallelujah?

Kristin P. Bennett, +1 more
- 01 Dec 2000 - 
TL;DR: An intuitive explanation of SVMs from a geometric perspective is provided and the classification problem is used to investigate the basic concepts behind SVMs and to examine their strengths and weaknesses from a data mining perspective.
Journal ArticleDOI

An integrative approach to predicting the functional effects of non-coding and coding sequence variation

Hashem A. Shihab, +7 more
- 15 May 2015 - 
TL;DR: This work proposes an integrative approach, named FATHMM-MKL, to predict the functional consequences of both coding and non-coding sequence variants, which utilizes various genomic annotations, which have recently become available, and learns to weight the significance of each component annotation source.
Proceedings Article

Query Learning with Large Margin Classifiers

Colin Campbell, +2 more
TL;DR: This paper proposes an algorithm for the training of support vector machines using instance selection, a theoretical justification for the strategy and experimental results on real and artificial data demonstrating its effectiveness.
Journal ArticleDOI

Inhaled Nanoparticles Accumulate at Sites of Vascular Disease

Mark R. Miller, +17 more
- 26 Apr 2017 - 
TL;DR: Translocation of inhaled nanoparticles into the systemic circulation and accumulation at sites of vascular inflammation provides a direct mechanism that can explain the link between environmental nanoparticles and cardiovascular disease and has major implications for risk management in the use of engineered nanomaterials.