Automated extraction of knowledge from voluminous documents is a vast research area. Text mining is a promising approach for extracting knowledge from unstructured textual documents and is the automated approach for knowledge extraction from unstructured data like text. The objective of this thesis is to mine documents pertaining to Ayurveda, which are retrieved from PubMed, and find novel transitive associations among biological objects. This thesis discusses the extraction of biological objects from the collected documents (databank) using an Automated Vocabulary Discovery (AVD) algorithm. An effective co-occurrence based text mining algorithm was designed for hypothesis generation combining AVD (Automated Vocabulary Discovery) algorithm ...
Philosophiae Doctor - PhDAdvancement in biomedical research and continuous growth of scientific lite...
Text mining is still budding in the field of medicine. However, with rising volumes of scientific li...
Abstract-Text mining is nothing but extracting useful information from text. The information to be e...
poster abstractAs the amount of electronically accessible textual material has been growing exponent...
In this survey paper, we discuss biomedical ontologies and major text mining techniques applied to b...
Biomedical literature is increasing day by day. The present scenario shows that the volume of litera...
Literature mining is the process of extracting and combining facts from scientific publications. In ...
process of extracting patterns from large data sets by combining methods from statistics and artific...
Abstract. PubMiner, an intelligent machine learning based text mining system for mining biological i...
Due to the overwhelming volume of published scientific papers, information tools for automated liter...
Collecting, analyzing and extracting useful information from a very large amount of biomedical texts...
In recent years the amount of experimental data that is produced in biomedical research and the numb...
Precision medicine will revolutionize the way we treat and prevent disease. A major barrier to the i...
Abstract. Automated Literature Based Discovery (LBD) generates new knowl-edge by combining what is a...
The massive information hidden in the biomedical field, in the form of publications is growing expon...
Philosophiae Doctor - PhDAdvancement in biomedical research and continuous growth of scientific lite...
Text mining is still budding in the field of medicine. However, with rising volumes of scientific li...
Abstract-Text mining is nothing but extracting useful information from text. The information to be e...
poster abstractAs the amount of electronically accessible textual material has been growing exponent...
In this survey paper, we discuss biomedical ontologies and major text mining techniques applied to b...
Biomedical literature is increasing day by day. The present scenario shows that the volume of litera...
Literature mining is the process of extracting and combining facts from scientific publications. In ...
process of extracting patterns from large data sets by combining methods from statistics and artific...
Abstract. PubMiner, an intelligent machine learning based text mining system for mining biological i...
Due to the overwhelming volume of published scientific papers, information tools for automated liter...
Collecting, analyzing and extracting useful information from a very large amount of biomedical texts...
In recent years the amount of experimental data that is produced in biomedical research and the numb...
Precision medicine will revolutionize the way we treat and prevent disease. A major barrier to the i...
Abstract. Automated Literature Based Discovery (LBD) generates new knowl-edge by combining what is a...
The massive information hidden in the biomedical field, in the form of publications is growing expon...
Philosophiae Doctor - PhDAdvancement in biomedical research and continuous growth of scientific lite...
Text mining is still budding in the field of medicine. However, with rising volumes of scientific li...
Abstract-Text mining is nothing but extracting useful information from text. The information to be e...