TCBR-HMM: An HMM-based text classifier with a CBR system
Keywords: طبقه بندی متن; Hidden Markov Model; Case Based Reasoning system; Text classification
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Relative discrimination criterion – A novel feature ranking method for text data
Keywords: طبقه بندی متن; Text classification; Feature selection; Document frequency; Term count; True positive rate; False positive rate
A corpus-based semantic kernel for text classification by using meaning values of terms
Keywords: طبقه بندی متن; Support vector machines; Text classification; Semantic kernel; Meaning; Higher-order relations
Incremental learning with partial-supervision based on hierarchical Dirichlet process and the application for document classification
Keywords: طبقه بندی متن; Hierachical Dirichlet process; Semi-supervised learning; Partial-supervision incremental learning; Text classification; Natural language processing;
A two-stage Markov blanket based feature selection algorithm for text classification
Keywords: طبقه بندی متن; Text classification; Two-stage feature selection; Markov blanket discovery
Enhancements to knowledge discovery framework of SOPHIA textual case-based reasoning
Keywords: طبقه بندی متن; Case based reasoning; Textual case based reasoning; Questions answering systems; Text classification; Text clustering; Knowledge discovery
A variational Bayes model for count data learning and classification
Keywords: طبقه بندی متن; Latent topic models; Count data; Generalized Dirichlet distribution; Variational Bayes; Text classification; Visual scene categorization
Text mining applied to plagiarism detection: The use of words for detecting deviations in the writing style
Keywords: طبقه بندی متن; Text mining; Text classification; Plagiarism; Copy detection; Intrinsic plagiarism detection
An HMM-based over-sampling technique to improve text classification
Keywords: طبقه بندی متن; Hidden Markov Model; Text classification; Oversampling techniques
Variable-constraint classification and quantification of radiology reports under the ACR Index
Keywords: طبقه بندی متن; Medical reports; Automatic classification; Text classification
Using micro-documents for feature selection: The case of ordinal text classification
Keywords: طبقه بندی متن; Text classification; Supervised learning; Ordinal regression; Feature selection
A fuzzy conceptualization model for text mining with application in opinion polarity classification
Keywords: طبقه بندی متن; Text classification; Fuzzy formal concept analysis; Text mining; Sentiment analysis; Feature extraction
Document-level sentiment classification: An empirical comparison between SVM and ANN
Keywords: طبقه بندی متن; Sentiment classification; Opinion mining; Text classification; Artificial Neural Networks; Support Vector Machines; Comparative study
T-HOG: An effective gradient-based descriptor for single line text regions
Keywords: طبقه بندی متن; Text detection; Text classification; Histogram of oriented gradients for text; Text descriptor
Recognition of word collocation habits using frequency rank ratio and inter-term intimacy
Keywords: طبقه بندی متن; Text visualization; Text classification; Frequency rank ratio; Intimacy
SVOIS: Support Vector Oriented Instance Selection for text classification
Keywords: طبقه بندی متن; Instance selection; Data reduction; Text classification; Machine learning; Support vector machines
Improving the quality of predictions using textual information in online user reviews
Keywords: طبقه بندی متن; Text classification; User reviews; Social information filtering; Personalized recommendations; Probabilistic clustering
Class-indexing-based term weighting for automatic text classification
Keywords: طبقه بندی متن; Text classification; Indexing; Term weighting; Machine learning; Feature selection; Classifier
Machine learning of syntactic parse trees for search and classification of text
Keywords: طبقه بندی متن; Machine learning; Parse trees; Text classification; Text search
Development and evaluation of a Naïve Bayesian model for coding causation of workers’ compensation claims
Keywords: طبقه بندی متن; Data-mining; Text-mining; Bayes; Accident narratives; Text classification
Screening for posttraumatic stress disorder using verbal features in self narratives: A text mining approach
Keywords: طبقه بندی متن; Posttraumatic stress disorder; Text mining; Self narratives; Text classification; Screening;
Feature selection for sentiment analysis based on content and syntax models
Keywords: طبقه بندی متن; Sentiment analysis; Text classification; Feature selection; Maximum entropy modeling; Topic modeling; Content and Syntax models
A novel probabilistic feature selection method for text classification
Keywords: طبقه بندی متن; Feature selection; Filter; Pattern recognition; Text classification; Dimension reduction
A two-stage decision model for information filtering
Keywords: طبقه بندی متن; Information filtering; Text classification; User profiles; Pattern mining; Decision models
A multi-layer text classification framework based on two-level representation model
Keywords: طبقه بندی متن; Text classification; Text representation; Multi-layer classification; Wikipedia; Semantics
Design patterns selection: An automatic two-phase method
Keywords: طبقه بندی متن; Software design pattern; Text classification; Machine learning; Automatic pattern selection
A Bayesian feature selection paradigm for text classification
Keywords: طبقه بندی متن; Bayesian feature selection; Metropolis search; Mixture model; Text classification
A logistic regression-based smoothing method for Chinese text categorization
Keywords: طبقه بندی متن; Text classification; N-gram-based classification; Feature selection; Word segmentation; Logistic regression
Two-level hierarchical combination method for text classification
Keywords: طبقه بندی متن; Text classification; Combination method; Variable precision rough sets; Support vector machine; k nearest neighbor
Comparison of metrics for feature selection in imbalanced text classification
Keywords: طبقه بندی متن; Text classification; Feature selection; Poisson distribution; Imbalanced data; k-NN classifier; Combination framework;
Ensemble of feature sets and classification algorithms for sentiment classification
Keywords: طبقه بندی متن; Sentiment classification; Text classification; Ensemble learning; Classifier combination; Comparative study
Text classification using graph mining-based feature extraction
Keywords: طبقه بندی متن; Text classification; Graph representation; Graph mining; Weighted graph mining; Feature extraction
Mining ideas from textual information
Keywords: طبقه بندی متن; Idea mining; Text mining; Text classification; Technology
Chinese text classification by the Naïve Bayes Classifier and the associative classifier with multiple confidence threshold values
Keywords: طبقه بندی متن; Association classification; Text classification; Text mining; Text categorization
A novel learning approach to multiple tasks based on boosting methodology
Keywords: طبقه بندی متن; Boosting; Multi-task learning; Inductive transfer learning; Multiple tasks; Text classification
Labeling design documents based on operators’ consensus—A case study of robotic design
Keywords: طبقه بندی متن; Product design; Knowledge retrieval; Text classification; Hypothesis test
Active learning with extremely sparse labeled examples
Keywords: طبقه بندی متن; Active learning; Multi-view learning; Canonical correlation analysis; Text classification; Image classification
Commercial Internet filters: Perils and opportunities
Keywords: طبقه بندی متن; Internet abuse; Internet filters; Text mining; Text classification
Text classification with the support of pruned dependency patterns
Keywords: طبقه بندی متن; Text classification; Lexical dependency; Pruning analysis; Reuters-21578
Rich document representation and classification: An analysis
Keywords: طبقه بندی متن; Text classification; Rich document representation; Ordered weighted average
Rough set based hybrid algorithm for text classification
Keywords: طبقه بندی متن; Text classification; Variable precision rough set (VPRS); k-nearest neighbor (kNN); Rocchio algorithm
Towards role-based filtering of disease outbreak reports
Keywords: طبقه بندی متن; Text classification; Semantic roles; Named entities; Information extraction
Discrete data clustering using finite mixture models
Keywords: طبقه بندی متن; Discrete data; Finite mixture models; Multinomial; Generalized Dirichlet distribution; EM; Spatial color; Image databases; Labeled and unlabeled images; Summarization; Text classification
Soft memberships for spectral clustering, with application to permeable language distinction
Keywords: طبقه بندی متن; Spectral clustering; Soft membership; Stochastic processes; Text classification
A systematic analysis of performance measures for classification tasks
Keywords: طبقه بندی متن; Performance evaluation; Machine Learning; Text classification
Imbalanced text classification: A term weighting approach
Keywords: طبقه بندی متن; Text classification; Imbalanced data; Term weighting scheme
Classifying disease outbreak reports using n-grams and semantic features
Keywords: طبقه بندی متن; Text classification; Feature selection; Text mining; Information extraction; Disease tracking
Text classification from unlabeled documents with bootstrapping and feature projection techniques
Keywords: طبقه بندی متن; Text classification; Bootstrapping; Feature projection; Unlabeled data; Text classifier
An improved centroid classifier for text categorization
Keywords: طبقه بندی متن; Text classification; Information retrieval; Data mining
Text classification based on multi-word with support vector machine
Keywords: طبقه بندی متن; Text classification; Multi-word; Feature selection; Information gain; Support vector machine