What is a support vector machine?
WS Noble - Nature biotechnology, 2006 - nature.com
Support vector machines (SVMs) are becoming popular in a wide variety of biological
applications. But, what exactly are SVMs and how do they work? And what are their most …
applications. But, what exactly are SVMs and how do they work? And what are their most …
Machine learning applications in genetics and genomics
MW Libbrecht, WS Noble - Nature Reviews Genetics, 2015 - nature.com
The field of machine learning, which aims to develop computer algorithms that improve with
experience, holds promise to enable computers to assist humans in the analysis of large, …
experience, holds promise to enable computers to assist humans in the analysis of large, …
Tau phosphorylation: the therapeutic challenge for neurodegenerative disease
The microtubule-associated protein tau is integral to the pathogenesis of Alzheimer's disease
(AD), as well as several related disorders, termed tauopathies, in which tau is deposited in …
(AD), as well as several related disorders, termed tauopathies, in which tau is deposited in …
MEME Suite: tools for motif discovery and searching
The MEME Suite web server provides a unified portal for online discovery and analysis of
sequence motifs representing features such as DNA binding sites and protein interaction …
sequence motifs representing features such as DNA binding sites and protein interaction …
The ENCODE (ENCyclopedia of DNA elements) project
…, M Yu, PA Navas, M McArthur, WS Noble… - Science, 2004 - scholarworks.bwise.kr
The ENCyclopedia Of DNA Elements (ENCODE) Project aims to identify all functional elements
in the human genome sequence. The pilot phase of the Project is focused on a specified …
in the human genome sequence. The pilot phase of the Project is focused on a specified …
FIMO: scanning for occurrences of a given motif
A motif is a short DNA or protein sequence that contributes to the biological function of the
sequence in which it resides. Over the past several decades, many computational methods …
sequence in which it resides. Over the past several decades, many computational methods …
[HTML][HTML] Expanded encyclopaedias of DNA elements in the human and mouse genomes
The human and mouse genomes contain instructions that specify RNAs and proteins and
govern the timing, magnitude, and cellular context of their production. To better delineate these …
govern the timing, magnitude, and cellular context of their production. To better delineate these …
The MEME suite
… Note that W-ChIPMotifs uses MEME for motif discovery. URLs of the servers are provided
in the bibliography. The table does not include servers that require additional inputs, such as …
in the bibliography. The table does not include servers that require additional inputs, such as …
Assessing computational tools for the discovery of transcription factor binding sites
The prediction of regulatory elements is a problem where computational methods offer great
hope. Over the past few years, numerous tools have become available for this task. The …
hope. Over the past few years, numerous tools have become available for this task. The …
Semi-supervised learning for peptide identification from shotgun proteomics datasets
Shotgun proteomics uses liquid chromatography–tandem mass spectrometry to identify
proteins in complex biological samples. We describe an algorithm, called Percolator, for …
proteins in complex biological samples. We describe an algorithm, called Percolator, for …