Topic Modeling Technique for Text Mining Over Biomedical Text Corpora Through Hybrid Inverse Documents Frequency and Fuzzy K-Means Clustering.
Junaid RashidSyed Muhammad Adnan ShahAun IrtazaToqeer MahmoodMuhammad Wasif NisarMuhammad ShafiqAkber GardeziPublished in: IEEE Access (2019)
Keyphrases
- text corpora
- topic modeling
- text mining
- topic models
- text documents
- biomedical literature
- text classification
- information extraction
- text analysis
- latent dirichlet allocation
- information retrieval
- scientific literature
- natural language processing
- knowledge discovery
- document classification
- document clustering
- text data
- machine learning
- k means
- probabilistic topic models
- data mining
- named entities
- document collections
- text categorization
- textual data
- latent topics
- clustering algorithm
- data analysis
- text collections
- association rules
- question answering
- knowledge base
- query expansion
- domain ontology
- test collection