Automated annotation of keywords for proteins related to mycoplasmataceae using machine learning techniques
نویسندگان
چکیده
منابع مشابه
Automated annotation of keywords for proteins related to mycoplasmataceae using machine learning techniques
MOTIVATION With the increase in submission of sequences to public databases, the curators of these are not able to cope with the amount of information. The motivation of this work is to generate a system for automated annotation of data we are particularly interested in, namely proteins related to the Mycoplasmataceae family. Following previous works on automatic annotation using symbolic machi...
متن کاملSemi-automatic Semantic Annotation of Images Using Machine Learning Techniques
The success of the Semantic Web hinges on being able to produce semantic markups on Web pages and their components, in a way that is cost-effective and consistent with adopted schemas and ontologies. Since images are an essential component of the Web, this work focuses on an intelligent approach to semantic annotation of images. We propose a three-layer architecture, in which the bottom layer o...
متن کاملBeyond Homology Transfer: Deep Learning for Automated Annotation of Proteins
Accurate annotation of protein functions is important for a profound understanding of molecular biology. A large number of proteins remain uncharacterized because of the sparsity of available supporting information. For a large set of uncharacterized proteins, the only type of information available is their amino acid sequence. In this paper, we propose DeepSeq – a deep learning architecture – ...
متن کاملAutomated Species Identification System using Machine Learning Techniques
Taxonomy is the science of naming, describing and classifying organisms that includes all plants, animals and microorganisms of the world. Using morphological, behavioral, genetic information and biochemical observations, taxonomists identify and describe species into classifications, including those that are new to science. The taxonomic identification of fishes is a time-consuming process and...
متن کاملDiscrimination of β-Barrel Membrane Proteins Using Machine Learning Techniques
β-barrel membrane proteins (TMBs) perform a variety of functions in living organisms and these proteins contain β-strands as their membrane spanning segments. The membrane spanning segments of TMBs contain several charged and polar residues in contrast with a stretch of hydrophobic amino acid residues in transmembrane helical (TMH) proteins. Hence, most predictive schemes, which are successful ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Bioinformatics
سال: 2002
ISSN: 1367-4803,1460-2059
DOI: 10.1093/bioinformatics/18.suppl_2.s35