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Text Analysis v1, Selection, Tokenization - Coggle Diagram
Text Analysis v1
Dimensionaity reduction
Principal component analysis (PCA)
Non-negative matrix factorization (NMF)
Kernel PCA
Graph-based kernel PCA
Linear discriminant analysis (LDA)
Generalized discriminant analysis (GDA)
Autoencoder
t-SNE
UMAP
Natural Language Processing
Text and speech processing
Morphological analysis
Syntactic analysis
Lexical semantics
Relational Semantics
Discourse
Content similarity detection
Fingerprinting
Virtual uniquenes
Compunding
String Matching
Naïve String Search
Finite State Automaton Based
Stubs
Index Methods
Bag of words
Supervised models
Naïve Bayes
Hierarchical Bayesian Models
Unsupervised Models
Pyramid Match Kernel
InformationRetrieval
Mathematical Basis
Set-theoretic
Algebric Models
Probabilistic Models
Properties of model
without term-interdependences
with immanent term-interdependence
With Transcendent term interdependencies
Data Mining
Lexical analysis
Named-Entity Recognition
Coreference
Sentiment Analysis
Selection
Pre-processing
Transformation
Tokenization