Topic Modeling Technique for Text Mining Over Biomedical Text Corpora Through Hybrid Inverse Documents Frequency and Fuzzy K-Means Clustering

Topic Modeling Technique for Text Mining Over Biomedical Text Corpora Through Hybrid Inverse Documents Frequency and Fuzzy K-Means Clustering

Text data plays an imperative role in the biomedical domain. As patient's data comprises of a huge amount of text documents in a non-standardized format. In order to obtain the relevant data, the text documents pose a lot of challenging issues for data processing. Topic modeling is one of the p...

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Bibliographic Details
Main Authors: Junaid Rashid, Syed Muhammad Adnan Shah, Aun Irtaza, Toqeer Mahmood, Muhammad Wasif Nisar, Muhammad Shafiq, Akber Gardezi
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Topic modeling
biomedical
text mining
bag-of-words
classification
clustering
Online Access:https://ieeexplore.ieee.org/document/8854068/

Internet

https://ieeexplore.ieee.org/document/8854068/

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