[PDF][PDF] A review of machine learning algorithms for text-documents classification

A Khan, B Baharudin, LH Lee, K Khan - Journal of advances in …, 2010 - academia.edu
With the increasing availability of electronic documents and the rapid growth of the World
Wide Web, the task of automatic categorization of documents became the key method for …

Community challenges in biomedical text mining over 10 years: success, failure and the future

CC Huang, Z Lu - Briefings in bioinformatics, 2016 - academic.oup.com
One effective way to improve the state of the art is through competitions. Following the
success of the Critical Assessment of protein Structure Prediction (CASP) in bioinformatics …

A survey of current work in biomedical text mining

AM Cohen, WR Hersh - Briefings in bioinformatics, 2005 - academic.oup.com
The volume of published biomedical research, and therefore the underlying biomedical
knowledge base, is expanding at an increasing rate. Among the tools that can aid …

Literature mining for the biologist: from information retrieval to biological discovery

LJ Jensen, J Saric, P Bork - Nature reviews genetics, 2006 - nature.com
For the average biologist, hands-on literature mining currently means a keyword search in
PubMed. However, methods for extracting biomedical facts from the scientific literature have …

Overview of BioCreAtIvE: critical assessment of information extraction for biology

L Hirschman, A Yeh, C Blaschke, A Valencia - BMC bioinformatics, 2005 - Springer
Background The goal of the first BioCreAtIvE challenge (Critical Assessment of Information
Extraction in Biology) was to provide a set of common evaluation tasks to assess the state of …

Frontiers of biomedical text mining: current progress

P Zweigenbaum, D Demner-Fushman… - Briefings in …, 2007 - academic.oup.com
It is now almost 15 years since the publication of the first paper on text mining in the
genomics domain, and decades since the first paper on text mining in the medical domain …

Content-rich biological network constructed by mining PubMed abstracts

H Chen, BM Sharp - BMC bioinformatics, 2004 - Springer
Background The integration of the rapidly expanding corpus of information about the
genome, transcriptome, and proteome, engendered by powerful technological advances …

A global network of biomedical relationships derived from text

B Percha, RB Altman - Bioinformatics, 2018 - academic.oup.com
Motivation The biomedical community's collective understanding of how chemicals, genes
and phenotypes interact is distributed across the text of over 24 million research articles …

Biomedical language processing: what's beyond PubMed?

L Hunter, KB Cohen - Molecular cell, 2006 - cell.com
Exponential growth of the peer-reviewed literature and the breakdown of disciplinary
boundaries heralded by genome-scale instruments have made it harder than ever for …

[图书][B] Healthcare data analytics

CK Reddy, CC Aggarwal - 2015 - books.google.com
Supplying a comprehensive overview of healthcare analytics research, Healthcare Data
Analytics provides an understanding of the analytical techniques currently available to solve …