Improved text clustering using k-mean bayesian vectoriser

HM Alghamdi, A Selamat, NSA Karim - Journal of Information & …, 2014 - World Scientific
In literature studies, high-dimensional data reduces the efficiency of clustering algorithms
and maximises execution time. Therefore, in this paper, we propose an approach called a …

Statistical algorithms for ontology-based annotation of scientific literature

C Chakrabarti, TB Jones, GF Luger, JF Xu… - Journal of biomedical …, 2014 - Springer
Background Ontologies encode relationships within a domain in robust data structures that
can be used to annotate data objects, including scientific papers, in ways that ease tasks …