An Introduction to a New Text Classification and Visualization for Natural Language Processing Using Topological Data Analysis.
Naiereh ElyasiMehdi Hosseini MoghadamPublished in: CoRR (2019)
Keyphrases
- text classification
- data analysis
- text mining
- natural language processing
- machine learning
- feature engineering
- sentiment analysis
- text categorization
- data visualization
- bag of words
- information extraction
- knowledge discovery
- text data
- data processing
- naive bayes
- data mining
- data collection
- big data
- text documents
- text processing
- visual analytics
- computational linguistics
- text classifiers
- n gram
- interactive exploration
- information visualization
- semantic features
- named entities
- semantic relations
- labeled data
- textual data
- exploratory analysis
- visual analysis
- data exploration
- neural network
- artificial intelligence
- question answering
- business intelligence
- wordnet
- feature selection
- knowledge representation
- cluster analysis
- information retrieval
- multi label
- high dimensional data
- visualization tool
- databases
- data sources
- topological properties
- data warehouse
- data management
- spatial data
- word sense disambiguation
- rough set theory